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Elke A. Rundensteiner

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affiliation: Worcester Polytechnic Institute, MA, USA

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2025
[j122]
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Nicholas Josselyn, Biao Yin, Thomas A. Considine, John V. Kelley, Berend Christopher Rinderspacher, Robert E. Jensen, James F. Snyder, Walter Gerych, Ziming Zhang, Elke A. Rundensteiner:
Learning to Adapt Deep Corrosion Assessment Models From Indoor to Outdoor Image Domains. IEEE Access 13: 61368-61383 (2025)
[j121]
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Dennis M. Hofmann, Peter M. VanNostrand, Lei Ma, Huayi Zhang, Joshua DeOliveira, Lei Cao, Elke A. Rundensteiner:
Agree to Disagree: Robust Anomaly Detection with Noisy Labels. Proc. ACM Manag. Data 3(1): 7:1-7:24 (2025)
[j120]
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Ziming Zhang, Yuping Shao, Yiqing Zhang, Fangzhou Lin, Haichong K. Zhang, Elke A. Rundensteiner:
Deep Loss Convexification for Learning Iterative Models. IEEE Trans. Pattern Anal. Mach. Intell. 47(3): 1501-1513 (2025)
[c413]
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Joshua DeOliveira, Walter Gerych, Elke A. Rundensteiner:
The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training. AAAI 2025: 16262-16270
2024
[j119]
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Harriet Sibitenda, Awa Diattara, Assitan Traore, Ruofan Hu, Dongyu Zhang, Elke A. Rundensteiner, Cheikh Ba:
Extracting Semantic Topics About Development in Africa From Social Media. IEEE Access 12: 142343-142359 (2024)
[j118]
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Ramesh Doddaiah, Prathyush S. Parvatharaju, Elke A. Rundensteiner, Thomas Hartvigsen:
Explaining deep multi-class time series classifiers. Knowl. Inf. Syst. 66(6): 3497-3521 (2024)
[j117]
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Lei Ma, Lei Cao, Peter M. VanNostrand, Dennis M. Hofmann, Yao Su, Elke A. Rundensteiner:
Pluto: Sample Selection for Robust Anomaly Detection on Polluted Log Data. Proc. ACM Manag. Data 2(4): 203:1-203:25 (2024)
[j116]
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Huayi Zhang, Binwei Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
MetaStore: Analyzing Deep Learning Meta-Data at Scale. Proc. VLDB Endow. 17(6): 1446-1459 (2024)
[j115]
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Peter M. VanNostrand, Dennis M. Hofmann, Lei Ma, Belisha Genin, Randy Huang, Elke A. Rundensteiner:
Counterfactual Explanation Analytics: Empowering Lay Users to Take Action Against Consequential Automated Decisions. Proc. VLDB Endow. 17(12): 4349-4352 (2024)
[c412]
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  - conf/aaai/ThadajarassiriG24
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Jidapa Thadajarassiri, Walter Gerych, Xiangnan Kong, Elke A. Rundensteiner:
Amalgamating Multi-Task Models with Heterogeneous Architectures. AAAI 2024: 15346-15354
[c411]
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Oluseun Olulana, Kathleen Cachel, Fabricio Murai, Elke A. Rundensteiner:
Hidden or Inferred: Fair Learning-To-Rank With Unknown Demographics. AIES (1) 2024: 1088-1099
[c410]
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Joshua DeOliveira, Walter Gerych, Elke A. Rundensteiner:
GAN Stabilization Under Practical Training Assumptions. IEEE Big Data 2024: 850-859
[c409]
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Rebecca Lopez, Avantika Shrestha, Kevin Hickey, Xingtong Guo, M. L. Tlachac, Shichao Liu, Elke A. Rundensteiner:
Screening Students for Stress Using Fitbit Data. IEEE Big Data 2024: 3931-3934
[c408]
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Avantika Shrestha, ML Tlachac, Ricardo Flores, Kevin Hickey, Elke A. Rundensteiner:
Multi-task Learning with Pre-trained Language Models for Mental Illness Screening. IEEE Big Data 2024: 6142-6150
[c407]
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Dongyu Zhang, Ruofan Hu, Dandan Tao, Hao Feng, Elke A. Rundensteiner:
LLM-based Hierarchical Label Annotation for Foodborne Illness Detection on Social Media. IEEE Big Data 2024: 7272-7281
[c406]
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Kathleen Cachel, Elke A. Rundensteiner:
Wise Fusion: Group Fairness Enhanced Rank Fusion. CIKM 2024: 163-174
[c405]
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Kathleen Cachel, Elke A. Rundensteiner:
FairRankTune: A Python Toolkit for Fair Ranking Tasks. CIKM 2024: 5195-5199
[c404]
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Kathleen Cachel, Elke A. Rundensteiner:
PreFAIR: Combining Partial Preferences for Fair Consensus Decision-making. FAccT 2024: 1133-1149
[c403]
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Peter M. VanNostrand, Dennis M. Hofmann, Lei Ma, Elke A. Rundensteiner:
Actionable Recourse for Automated Decisions: Examining the Effects of Counterfactual Explanation Type and Presentation on Lay User Understanding. FAccT 2024: 1682-1700
[c402]
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Mallak Alkhathlan, Kathleen Cachel, Hilson Shrestha, Lane Harrison, Elke A. Rundensteiner:
Balancing Act: Evaluating People's Perceptions of Fair Ranking Metrics. FAccT 2024: 1940-1970
[c401]
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  - conf/icde/ZhangERA24
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Liang Zhang, Mohamed Y. Eltabakh, Elke A. Rundensteiner, Khalid Alnuaim:
CLIMBER: Pivot-Based Approximate Similarity Search Over Big Data Series. ICDE 2024: 3933-3946
[c400]
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  - conf/icmla/SibitendaHRDTB24
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Harriet Sibitenda, Ruofan Hu, Elke A. Rundensteiner, Awa Diattara, Assitan Traore, Cheikh Ba:
Leveraging LLMs for Integrated Sentiment and Topic Analysis on African Social Media. ICMLA 2024: 1426-1431
[c399]
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  - conf/ijcci/KrastevAMKSMFBN24
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Simeon Krastev, Aukkawut Ammartayakun, Kewal Jayshankar Mishra, Harika Koduri, Eric Schuman, Drew Morris, Yuan Feng, Sai Supreeth Reddy Bandi, Chun-Kit Ngan, Andrew Yeung, Jason Li, Nigel Ko, Fatemeh Emdad, Elke A. Rundensteiner, Heiton M. H. Ho, T. K. Wong, Jolly P. C. Chan:
META: Deep Learning Pipeline for Detecting Anomalies on Multimodal Vibration Sewage Treatment Plant Data. IJCCI 2024: 461-474
[c398]
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Dongyu Zhang, Ruofan Hu, Elke A. Rundensteiner:
CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic Dimensionality Guidance. SDM 2024: 82-90
[i21]
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  - journals/corr/abs-2401-05458
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Dongyu Zhang, Ruofan Hu, Elke A. Rundensteiner:
CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic Dimensionality Guidance. CoRR abs/2401.05458 (2024)
[i20]
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  - journals/corr/abs-2404-09637
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Liang Zhang, Mohamed Y. Eltabakh, Elke A. Rundensteiner, Khalid Alnuaim:
climber++: Pivot-Based Approximate Similarity Search over Big Data Series. CoRR abs/2404.09637 (2024)
[i19]
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  - journals/corr/abs-2407-17459
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Oluseun Olulana, Kathleen Cachel, Fabricio Murai, Elke A. Rundensteiner:
Hidden or Inferred: Fair Learning-To-Rank with Unknown Demographics. CoRR abs/2407.17459 (2024)
[i18]
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  - journals/corr/abs-2411-10649
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Ziming Zhang, Yuping Shao, Yiqing Zhang, Fangzhou Lin, Haichong Zhang, Elke A. Rundensteiner:
Deep Loss Convexification for Learning Iterative Models. CoRR abs/2411.10649 (2024)
2023
[j114]
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  - journals/pacmmod/0004YWMR23
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Lei Cao, Yizhou Yan, Yu Wang, Samuel Madden, Elke A. Rundensteiner:
AutoOD: Automatic Outlier Detection. Proc. ACM Manag. Data 1(1): 20:1-20:27 (2023)
[j113]
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  - journals/pacmmod/VanNostrandZHR23
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Peter M. VanNostrand, Huayi Zhang, Dennis M. Hofmann, Elke A. Rundensteiner:
FACET: Robust Counterfactual Explanation Analytics. Proc. ACM Manag. Data 1(4): 242:1-242:27 (2023)
[j112]
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  - journals/sensors/AlajajiGBCMAR23
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Abdulaziz Alajaji, Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner:
Domain Adaptation Methods for Lab-to-Field Human Context Recognition. Sensors 23(6): 3081 (2023)
[j111]
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  - journals/titb/TlachacSSLR23
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M. L. Tlachac, Avantika Shrestha, Mahum Shah, Benjamin Litterer, Elke A. Rundensteiner:
Automated Construction of Lexicons to Improve Depression Screening With Text Messages. IEEE J. Biomed. Health Informatics 27(6): 2751-2759 (2023)
[j110]
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  - journals/vi/MansoorGABCARR23
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Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner, Angela Incollingo Rodriguez:
INPHOVIS: Interactive visual analytics for smartphone-based digital phenotyping. Vis. Informatics 7(2): 13-29 (2023)
[j109]
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  - journals/vldb/ZhangAZER23
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Liang Zhang, Noura Alghamdi, Huayi Zhang, Mohamed Y. Eltabakh, Elke A. Rundensteiner:
PARROT: pattern-based correlation exploitation in big partitioned data series. VLDB J. 32(3): 665-688 (2023)
[c397]
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Jidapa Thadajarassiri, Thomas Hartvigsen, Walter Gerych, Xiangnan Kong, Elke A. Rundensteiner:
Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer. AAAI 2023: 9980-9988
[c396]
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  - conf/bigdataconf/FloresSTR23
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Ricardo Flores, Avantika Shrestha, M. L. Tlachac, Elke A. Rundensteiner:
Multi-Task Learning Using Facial Features for Mental Health Screening. IEEE Big Data 2023: 4881-4890
[c395]
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Ricardo Flores, Avantika Shrestha, Elke A. Rundensteiner:
DeepScreen: Boosting Depression Screening Performance with an Auxiliary Task. IEEE Big Data 2023: 5213-5222
[c394]
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Walter Gerych, Kevin Hickey, Thomas Hartvigsen, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner:
Stabilizing Adversarial Training for Generative Networks. IEEE Big Data 2023: 5223-5232
[c393]
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Ruofan Hu, Dongyu Zhang, Dandan Tao, Huayi Zhang, Hao Feng, Elke A. Rundensteiner:
UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness Detection. IEEE Big Data 2023: 5250-5259
[c392]
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Kathleen Cachel, Elke A. Rundensteiner:
Fair&Share: Fast and Fair Multi-Criteria Selections. CIKM 2023: 152-162
[c391]
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Biao Yin, Nicholas Josselyn, Ziming Zhang, Elke A. Rundensteiner, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder:
MOSS: AI Platform for Discovery of Corrosion-Resistant Materials. CIKM 2023: 5128-5132
[c390]
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  - conf/compsac/AlajajiGCBAR23
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Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner:
Adversarial Human Context Recognition: Evasion Attacks and Defenses. COMPSAC 2023: 223-232
[c389]
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Kathleen Cachel, Elke A. Rundensteiner:
Fairer Together: Mitigating Disparate Exposure in Kemeny Rank Aggregation. FAccT 2023: 1347-1357
[c388]
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Hilson Shrestha, Kathleen Cachel, Mallak Alkhathlan, Elke A. Rundensteiner, Lane Harrison:
Help or Hinder? Evaluating the Impact of Fairness Metrics and Algorithms in Visualizations for Consensus Ranking. FAccT 2023: 1685-1698
[c387]
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Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner:
Population-Level Visual Analytics of Smartphone Sensed Health and Wellness Using Community Phenotypes. ICHI 2023: 420-429
[c386]
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Biao Yin, Yangyang Fan, Nicholas Josselyn, Elke A. Rundensteiner:
AlloyGAN: Domain-Promptable Generative Adversarial Network for Generating Aluminum Alloy Microstructures. ICMLA 2023: 1649-1655
[c385]
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Biao Yin, Nicholas Josselyn, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder, Ziming Zhang, Elke A. Rundensteiner:
DeepSC-Edge: Scientific Corrosion Segmentation with Edge-Guided and Class-Balanced Losses. ICMLA 2023: 1662-1668
[c384]
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  - conf/interact/AlkhathlanTR23
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Mallak Alkhathlan, M. L. Tlachac, Elke A. Rundensteiner:
Haptic Auditory Feedback for Enhanced Image Description: A Study of User Preferences and Performance. INTERACT (1) 2023: 224-246
[c383]
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Walter Gerych, Kevin Hickey, Luke Buquicchio, Kavin Chandrasekaran, Abdulaziz Alajaji, Elke A. Rundensteiner, Emmanuel Agu:
Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes. NeurIPS 2023
[i17]
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  - journals/corr/abs-2302-04052
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  - https://dblp.org/rec/journals/corr/abs-2302-04052
Thomas Hartvigsen, Jidapa Thadajarassiri, Xiangnan Kong, Elke A. Rundensteiner:
Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks. CoRR abs/2302.04052 (2023)
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Hilson Shrestha, Kathleen Cachel, Mallak Alkhathlan, Elke A. Rundensteiner, Lane Harrison:
Help or Hinder? Evaluating the Impact of Fairness Metrics and Algorithms in Visualizations for Consensus Ranking. CoRR abs/2308.06233 (2023)
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Ruofan Hu, Dongyu Zhang, Dandan Tao, Huayi Zhang, Hao Feng, Elke A. Rundensteiner:
UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness Detection. CoRR abs/2312.01225 (2023)
2022
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Xika Lin, Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
PARAS$^{\mathrm{c}}$: a parameter space-driven approach for complete association rule mining. Int. J. Data Sci. Anal. 14(4): 407-438 (2022)
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M. L. Tlachac, Ricardo Flores, Miranda Reisch, Katie Houskeeper, Elke A. Rundensteiner:
DepreST-CAT: Retrospective Smartphone Call and Text Logs Collected during the COVID-19 Pandemic to Screen for Mental Illnesses. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 75:1-75:32 (2022)
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M. L. Tlachac, Ricardo Flores, Miranda Reisch, Rimsha Kayastha, Nina Taurich, Veronica Melican, Connor Bruneau, Hunter Caouette, Joshua Lovering, Ermal Toto, Elke A. Rundensteiner:
StudentSADD: Rapid Mobile Depression and Suicidal Ideation Screening of College Students during the Coronavirus Pandemic. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 76:1-76:32 (2022)
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Dennis M. Hofmann, Peter M. VanNostrand, Huayi Zhang, Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System. Proc. VLDB Endow. 15(12): 3706-3709 (2022)
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Rodica Neamtu, Ramoza Ahsan, Cuong Nguyen, Charles Lovering, Elke A. Rundensteiner, Gábor N. Sárközy:
A General Approach for Supporting Time Series Matching Using Multiple-Warped Distances. IEEE Trans. Knowl. Data Eng. 34(4): 1516-1529 (2022)
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Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner:
Recovering the Propensity Score from Biased Positive Unlabeled Data. AAAI 2022: 6694-6702
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Kathleen Cachel, Elke A. Rundensteiner:
FINS Auditing Framework: Group Fairness for Subset Selections. AIES 2022: 144-155
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Mallak Alkhathlan, M. L. Tlachac, Lane Harrison, Elke A. Rundensteiner:
Improving Image Accessibility by Combining Haptic and Auditory Feedback. ASSETS 2022: 56:1-56:6
[c379]
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M. L. Tlachac, Walter Gerych, Kratika Agrawal, Benjamin Litterer, Nicholas Jurovich, Saitheeraj Thatigotla, Jidapa Thadajarassiri, Elke A. Rundensteiner:
Text Generation to Aid Depression Detection: A Comparative Study of Conditional Sequence Generative Adversarial Networks. IEEE Big Data 2022: 2804-2813
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Joshua DeOliveira, Walter Gerych, Aruzhan Koshkarova, Elke A. Rundensteiner, Emmanuel Agu:
HAR-CTGAN: A Mobile Sensor Data Generation Tool for Human Activity Recognition. IEEE Big Data 2022: 5233-5242
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Nicholas Josselyn, Biao Yin, Ziming Zhang, Elke A. Rundensteiner:
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations? IEEE Big Data 2022: 5504-5513
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Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner:
Robust Recurrent Classifier Chains for Multi-Label Learning with Missing Labels. CIKM 2022: 582-591
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Thomas Hartvigsen, Walter Gerych, Jidapa Thadajarassiri, Xiangnan Kong, Elke A. Rundensteiner:
Stop&Hop: Early Classification of Irregular Time Series. CIKM 2022: 696-705
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Saskia Senn, M. L. Tlachac, Ricardo Flores, Elke A. Rundensteiner:
Ensembles of BERT for Depression Classification. EMBC 2022: 4691-4694
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  - conf/goodit/FloresTR22
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Ricardo Flores, M. L. Tlachac, Elke A. Rundensteiner:
Measuring the Uncertainty of Environmental Good Preferences with Bayesian Deep Learning. GoodIT 2022: 103-109
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Avantika Shrestha, M. L. Tlachac, Ricardo Flores, Elke A. Rundensteiner:
BERT Variants for Depression Screening with Typed and Transcribed Responses. UbiComp/ISWC Adjunct 2022: 211-215
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Ricardo Flores, M. L. Tlachac, Avantika Shrestha, Elke A. Rundensteiner:
Temporal Facial Features for Depression Screening. UbiComp/ISWC Adjunct 2022: 488-493
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Kathleen Cachel, Elke A. Rundensteiner, Lane Harrison:
MANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus Ranking. ICDE 2022: 1124-1137
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Ramesh Doddaiah, Prathyush S. Parvatharaju, Elke A. Rundensteiner, Thomas Hartvigsen:
Class-Specific Explainability for Deep Time Series Classifiers. ICDM 2022: 101-110
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Nicholas Josselyn, Biao Yin, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder, Ziming Zhang, Elke A. Rundensteiner:
Transferring Indoor Corrosion Image Assessment Models to Outdoor Images via Domain Adaptation. ICMLA 2022: 1386-1391
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Tabassum Kakar, Xiao Qin, Elke A. Rundensteiner, Lane Harrison, Sanjay K. Sahoo, Suranjan De, Thang La:
ConText: Supporting the Pursuit and Management of Evidence in Text-based Reporting Systems. VISIGRAPP (3: IVAPP) 2022: 38-50
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Ruofan Hu, Dongyu Zhang, Dandan Tao, Thomas Hartvigsen, Hao Feng, Elke A. Rundensteiner:
TWEET-FID: An Annotated Dataset for Multiple Foodborne Illness Detection Tasks. LREC 2022: 6212-6222
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Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner:
AudiFace: Multimodal Deep Learning for Depression Screening. MLHC 2022: 609-630
[c364]
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  - conf/percom/AlajajiGCBMAR22
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Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner:
Triplet-based Domain Adaptation (Triple-DARE) for Lab-to-field Human Context Recognition. PerCom Workshops 2022: 155-161
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Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu:
Positive Unlabeled Learning with a Sequential Selection Bias. SDM 2022: 19-27
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Lei Ma, Chuan Lei, Olga Poppe, Elke A. Rundensteiner:
Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation. SIGMOD Conference 2022: 1122-1135
[c361]
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Noura S. Alghamdi, Liang Zhang, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
Scalable Time Series Compound Infrastructure. SIGMOD Conference 2022: 1685-1698
[c360]
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  - conf/visualization/ShresthaCARH22
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Hilson Shrestha, Kathleen Cachel, Mallak Alkhathlan, Elke A. Rundensteiner, Lane Harrison:
FairFuse: Interactive Visual Support for Fair Consensus Ranking. IEEE VIS (Short Papers) 2022: 65-69
[i14]
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  - journals/corr/abs-2201-09202
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Zhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner, Aditya Arora, Jihane Zouaoui:
One-Shot Learning on Attributed Sequences. CoRR abs/2201.09202 (2022)
[i13]
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  - journals/corr/abs-2205-10726
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Ruofan Hu, Dongyu Zhang, Dandan Tao, Thomas Hartvigsen, Hao Feng, Elke A. Rundensteiner:
TWEET-FID: An Annotated Dataset for Multiple Foodborne Illness Detection Tasks. CoRR abs/2205.10726 (2022)
[i12]
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  - journals/corr/abs-2206-06775
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Maryam Hasan, Elke A. Rundensteiner, Emmanuel Agu:
DeepEmotex: Classifying Emotion in Text Messages using Deep Transfer Learning. CoRR abs/2206.06775 (2022)
[i11]
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  - journals/corr/abs-2207-07765
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Hilson Shrestha, Kathleen Cachel, Mallak Alkhathlan, Elke A. Rundensteiner, Lane Harrison:
FairFuse: Interactive Visual Support for Fair Consensus Ranking. CoRR abs/2207.07765 (2022)
[i10]
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  - journals/corr/abs-2207-10020
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Kathleen Cachel, Elke A. Rundensteiner, Lane Harrison:
MANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus Ranking. CoRR abs/2207.10020 (2022)
[i9]
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  - journals/corr/abs-2208-09795
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Thomas Hartvigsen, Walter Gerych, Jidapa Thadajarassiri, Xiangnan Kong, Elke A. Rundensteiner:
Stop&Hop: Early Classification of Irregular Time Series. CoRR abs/2208.09795 (2022)
[i8]
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  - journals/corr/abs-2210-05411
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Ramesh Doddaiah, Prathyush S. Parvatharaju, Elke A. Rundensteiner, Thomas Hartvigsen:
Class-Specific Explainability for Deep Time Series Classifiers. CoRR abs/2210.05411 (2022)
2021
[j103]
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Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner:
Visual Analytics of Smartphone-Sensed Human Behavior and Health. IEEE Computer Graphics and Applications 41(3): 96-104 (2021)
[j102]
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  - journals/cgf/KakarQLSDRH21
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Tabassum Kakar, Xiao Qin, Thang La, Sanjay K. Sahoo, Suranjan De, Elke A. Rundensteiner, Lane Harrison:
SumRe: Design and Evaluation of a Gist-based Summary Visualization for Incident Reports Triage. Comput. Graph. Forum 40(3): 263-274 (2021)
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Abdulaziz Alajaji, Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner:
Smartphone Health Biomarkers: Positive Unlabeled Learning of In-the-Wild Contexts. IEEE Pervasive Comput. 20(1): 50-61 (2021)
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Huayi Zhang, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
LANCET: Labeling Complex Data at Scale. Proc. VLDB Endow. 14(11): 2154-2166 (2021)
[j99]
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Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner:
ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms. Vis. Informatics 5(3): 39-53 (2021)
[c359]
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Jidapa Thadajarassiri, Thomas Hartvigsen, Xiangnan Kong, Elke A. Rundensteiner:
Semi-Supervised Knowledge Amalgamation for Sequence Classification. AAAI 2021: 9859-9867
[c358]
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  - conf/aies/KuhlmanGR21
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Caitlin Kuhlman, Walter Gerych, Elke A. Rundensteiner:
Measuring Group Advantage: A Comparative Study of Fair Ranking Metrics. AIES 2021: 674-682
[c357]
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  - conf/bhi/TlachacDR21
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M. L. Tlachac, Katherine Dixon-Gordon, Elke A. Rundensteiner:
Screening for Suicidal Ideation with Text Messages. BHI 2021: 1-4
[c356]
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M. L. Tlachac, Veronica Melican, Miranda Reisch, Elke A. Rundensteiner:
Mobile Depression Screening with Time Series of Text Logs and Call Logs. BHI 2021: 1-4
[c355]
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Dongyu Zhang, Cansu Sen, Jidapa Thadajarassiri, Thomas Hartvigsen, Xiangnan Kong, Elke A. Rundensteiner:
Human-like Explanation for Text Classification With Limited Attention Supervision. IEEE BigData 2021: 957-967
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Luke Buquicchio, Walter Gerych, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Thomas Hartvigsen, Elke A. Rundensteiner, Emmanuel Agu:
Variational Open Set Recognition (VOSR). IEEE BigData 2021: 994-1001
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Walter Gerych, Harrison Kim, Joshua DeOliveira, MaryClare Martin, Luke Buquicchio, Kavin Chandrasekaran, Abdulaziz Alajaji, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu:
GAN for Generating User-Specific Human Activity Data From An Incomplete Training Corpus. IEEE BigData 2021: 4705-4714
[c352]
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  - conf/bigdataconf/HasanRA21
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Maryam Hasan, Elke A. Rundensteiner, Emmanuel Agu:
DeepEmotex: Classifying Emotion in Text Messages using Deep Transfer Learning. IEEE BigData 2021: 5143-5152
[c351]
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Biao Yin, Nicholas Josselyn, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder, Ziming Zhang, Elke A. Rundensteiner:
Corrosion Image Data Set for Automating Scientific Assessment of Materials. BMVC 2021: 102
[c350]
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Prathyush S. Parvatharaju, Ramesh Doddaiah, Thomas Hartvigsen, Elke A. Rundensteiner:
Learning Saliency Maps to Explain Deep Time Series Classifiers. CIKM 2021: 1406-1415
[c349]
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Ermal Toto, M. L. Tlachac, Elke A. Rundensteiner:
AudiBERT: A Deep Transfer Learning Multimodal Classification Framework for Depression Screening. CIKM 2021: 4145-4154
[c348]
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Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner:
Exploratory Data Analysis of Population Level Smartphone-Sensed Data. VISIGRAPP (Revised Selected Papers) 2021: 206-231
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Luke Buquicchio, Walter Gerych, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu:
Few-Shot Classification for Human Context Recognition Using Smartphone Data Traces. ICMLA 2021: 345-350
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Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner:
Depression Screening Using Deep Learning on Follow-up Questions in Clinical Interviews. ICMLA 2021: 595-600
[c345]
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Walter Gerych, Jessica L. Bader, Declan Nelson, Thalia Chao-Zhang, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner:
Local Geometry Preserving Deep Networks For Featurizing High Dimensional Datasets. ICMLA 2021: 1010-1015
[c344]
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M. L. Tlachac, Ermal Toto, Joshua Lovering, Rimsha Kayastha, Nina Taurich, Elke A. Rundensteiner:
EMU: Early Mental Health Uncovering Framework and Dataset. ICMLA 2021: 1311-1318
[c343]
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Mallak Alkhathlan, M. L. Tlachac, Lane Harrison, Elke A. Rundensteiner:
"Honestly I Never Really Thought About Adding a Description": Why Highly Engaged Tweets Are Inaccessible. INTERACT (1) 2021: 373-395
[c342]
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Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner:
PLEADES: Population Level Observation of Smartphone Sensed Symptoms for In-the-wild Data using Clustering. VISIGRAPP (3: IVAPP) 2021: 64-75
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Huayi Zhang, Lei Cao, Peter M. VanNostrand, Samuel Madden, Elke A. Rundensteiner:
ELITE: Robust Deep Anomaly Detection with Meta Gradient. KDD 2021: 2174-2182
[c340]
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Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner:
Recurrent Bayesian Classifier Chains for Exact Multi-Label Classification. NeurIPS 2021: 15981-15992
[c339]
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Olga Poppe, Chuan Lei, Lei Ma, Allison Rozet, Elke A. Rundensteiner:
To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams. SIGMOD Conference 2021: 1452-1464
[c338]
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Kavin Chandrasekaran, Walter Gerych, Luke Buquicchio, Abdulaziz Alajaji, Emmanuel Agu, Elke A. Rundensteiner:
CARTMAN: Complex Activity Recognition Using Topic Models for Feature Generation from Wearable Sensor Data. SMARTCOMP 2021: 39-46
[i7]
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Olga Poppe, Chuan Lei, Lei Ma, Allison Rozet, Elke A. Rundensteiner:
To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams. CoRR abs/2101.00361 (2021)
2020
[j98]
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Caitlin Kuhlman, Elke A. Rundensteiner:
Rank Aggregation Algorithms for Fair Consensus. Proc. VLDB Endow. 13(11): 2706-2719 (2020)
[j97]
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M. L. Tlachac, Elke A. Rundensteiner:
Screening For Depression With Retrospectively Harvested Private Versus Public Text. IEEE J. Biomed. Health Informatics 24(11): 3326-3332 (2020)
[c337]
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Cansu Sen, Thomas Hartvigsen, Biao Yin, Xiangnan Kong, Elke A. Rundensteiner:
Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? ACL 2020: 4596-4608
[c336]
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Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Abdulaziz Alajaji, Hamid Mansoor, Aidan Murphy, Elke A. Rundensteiner, Emmanuel Agu:
BurstPU: Classification of Weakly Labeled Datasets with Sequential Bias. IEEE BigData 2020: 147-154
[c335]
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Xiao Qin, Cao Xiao, Tengfei Ma, Tabassum Kakar, Susmitha Wunnava, Xiangnan Kong, Elke A. Rundensteiner, Fei Wang:
Supervised Topic Compositional Neural Language Model for Clinical Narrative Understanding. IEEE BigData 2020: 758-767
[c334]
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Jidapa Thadajarassiri, Cansu Sen, Thomas Hartvigsen, Xiangnan Kong, Elke A. Rundensteiner:
Learning Similarity-Preserving Meta-Embedding for Text Mining. IEEE BigData 2020: 808-817
[c333]
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Zhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner, Jihane Zouaoui, Aditya Arora:
MLAS: Metric Learning on Attributed Sequences. IEEE BigData 2020: 1449-1454
[c332]
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Biao Yin, Thomas A. Considine, Fatemeh Emdad, John V. Kelley, Robert E. Jensen, Elke A. Rundensteiner:
Corrosion Assessment: Data Mining for Quantifying Associations between Indoor Accelerated and Outdoor Natural Tests. IEEE BigData 2020: 2929-2936
[c331]
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Ramoza Ahsan, Rodica Neamtu, Muzammil Bashir, Elke A. Rundensteiner, Gábor N. Sárközy:
Correlation-Based Analytics of Time Series Data. IEEE BigData 2020: 4482-4491
[c330]
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Hamid Mansoor, Walter Gerych, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner:
INTOSIS: Interactive Observation of Smartphone Inferred Symptoms for In-The-Wild Data. IEEE BigData 2020: 4882-4891
[c329]
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Erin Teeple, Caitlin Kuhlman, Brandon Werner, Randy C. Paffenroth, Elke A. Rundensteiner:
Air Quality and Cause-specific Mortality in the United States: Association Analysis by Regression and CCA for 1980-2014. HEALTHINF 2020: 228-236
[c328]
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Erin Teeple, Thomas Hartvigsen, Cansu Sen, Kajal T. Claypool, Elke A. Rundensteiner:
Clinical Performance Evaluation of a Machine Learning System for Predicting Hospital-Acquired Clostridium Difficile Infection. HEALTHINF 2020: 656-663
[c327]
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Thomas Hartvigsen, Cansu Sen, Xiangnan Kong, Elke A. Rundensteiner:
Learning to Selectively Update State Neurons in Recurrent Networks. CIKM 2020: 485-494
[c326]
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Allison Rozet, Olga Poppe, Chuan Lei, Elke A. Rundensteiner:
Muse: Multi-query Event Trend Aggregation. CIKM 2020: 2193-2196
[c325]
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  - conf/embc/TlachacR20
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M. L. Tlachac, Elke A. Rundensteiner:
Depression Screening from Text Message Reply Latency. EMBC 2020: 5490-5493
[c324]
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M. L. Tlachac, Elke A. Rundensteiner, Kerri Barton, T. Scott Troppy, Kirthana Beaulac, Shira Doron:
Anomalous Antimicrobial Susceptibility Trend Identification^*. EMBC 2020: 5880-5883
[c323]
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Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Xiangnan Kong, Elke A. Rundensteiner:
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events. EMNLP (Findings) 2020: 3414-3423
[c322]
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Noura Alghamdi, Liang Zhang, Huayi Zhang, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
ChainLink: Indexing Big Time Series Data For Long Subsequence Matching. ICDE 2020: 529-540
[c321]
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M. L. Tlachac, Adam Sargent, Ermal Toto, Randy C. Paffenroth, Elke A. Rundensteiner:
Topological Data Analysis to Engineer Features from Audio Signals for Depression Detection. ICMLA 2020: 302-307
[c320]
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Ermal Toto, M. L. Tlachac, Francis Lee Stevens, Elke A. Rundensteiner:
Audio-based Depression Screening using Sliding Window Sub-clip Pooling. ICMLA 2020: 791-796
[c319]
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Thomas Hartvigsen, Cansu Sen, Xiangnan Kong, Elke A. Rundensteiner:
Recurrent Halting Chain for Early Multi-label Classification. KDD 2020: 1382-1392
[c318]
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Dongyu Zhang, Jidapa Thadajarassiri, Cansu Sen, Elke A. Rundensteiner:
Time-Aware Transformer-based Network for Clinical Notes Series Prediction. MLHC 2020: 566-588
[c317]
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  - conf/semco/AlAjajiGCBAR20
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Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner:
DeepContext: Parameterized Compatibility-Based Attention CNN for Human Context Recognition. ICSC 2020: 53-60
[c316]
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Huayi Zhang, Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner:
Continuously Adaptive Similarity Search. SIGMOD Conference 2020: 2601-2616
[c315]
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Liang Zhang, Noura Alghamdi, Mohamed Y. Eltabakh, Elke A. Rundensteiner:
Big Data Series Analytics Using TARDIS and its Exploitation in Geospatial Applications. SIGMOD Conference 2020: 2785-2788
[c314]
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  - conf/vissym/MansoorGBACAR20
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Hamid Mansoor, Walter Gerych, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner:
ARGUS: Interactive Visual Analytics Framework for the Discovery of Disruptions in Bio-Behavioral Rhythms. EuroVis (Short Papers) 2020: 25-29
[i6]
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  - journals/corr/abs-2010-02987
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier:
Event Trend Aggregation Under Rich Event Matching Semantics. CoRR abs/2010.02987 (2020)
[i5]
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier:
GRETA: Graph-based Real-time Event Trend Aggregation. CoRR abs/2010.02988 (2020)
[i4]
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Olga Poppe, Allison Rozet, Chuan Lei, Elke A. Rundensteiner, David Maier:
Sharon: Shared Online Event Sequence Aggregation. CoRR abs/2010.02989 (2020)
[i3]
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  - journals/corr/abs-2011-04062
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Zhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner, Jihane Zouaoui, Aditya Arora:
MLAS: Metric Learning on Attributed Sequences. CoRR abs/2011.04062 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
[j96]
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Tabassum Kakar, Xiao Qin, Elke A. Rundensteiner, Lane Harrison, Sanjay K. Sahoo, Suranjan De:
DIVA: Exploration and Validation of Hypothesized Drug-Drug Interactions. Comput. Graph. Forum 38(3): 95-106 (2019)
[j95]
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Maryam Hasan, Elke A. Rundensteiner, Emmanuel Agu:
Automatic emotion detection in text streams by analyzing Twitter data. Int. J. Data Sci. Anal. 7(1): 35-51 (2019)
[j94]
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Abhishek Mukherji, Xika Lin, Ermal Toto, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward:
FIRE: a two-level interactive visualization for deep exploration of association rules. Int. J. Data Sci. Anal. 7(3): 201-226 (2019)
[j93]
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Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner, Mathan Gopalsamy:
Efficient Discovery of Sequence Outlier Patterns. Proc. VLDB Endow. 12(8): 920-932 (2019)
[c313]
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  - conf/bhi/ThadajarassiriS19
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Jidapa Thadajarassiri, Cansu Sen, Thomas Hartvigsen, Xiangnan Kong, Elke A. Rundensteiner:
Comparing General and Locally-Learned Word Embeddings for Clinical Text Mining. BHI 2019: 1-4
[c312]
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M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner:
You're Making Me Depressed: Leveraging Texts from Contact Subsets to Predict Depression. BHI 2019: 1-4
[c311]
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  - conf/bigdataconf/SenHKR19
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Cansu Sen, Thomas Hartvigsen, Xiangnan Kong, Elke A. Rundensteiner:
Patient-level Classification on Clinical Note Sequences Guided by Attributed Hierarchical Attention. IEEE BigData 2019: 930-939
[c310]
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Zhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner, Jihane Zouaoui, Aditya Arora:
Attributed Sequence Embedding. IEEE BigData 2019: 1723-1728
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Ramoza Ahsan, Muzammil Bashir, Rodica Neamtu, Elke A. Rundensteiner, Gábor N. Sárközy:
Nearest Neighbor Subsequence Search in Time Series Data. IEEE BigData 2019: 2057-2066
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Cansu Sen, Thomas Hartvigsen, Xiangnan Kong, Elke A. Rundensteiner:
Learning Temporal Relevance in Longitudinal Medical Notes. IEEE BigData 2019: 2474-2483
[c307]
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Muzammil Bashir, Elke A. Rundensteiner, Ramoza Ahsan:
A deep learning approach to trespassing detection using video surveillance data. IEEE BigData 2019: 3535-3544
[c306]
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Caitlin Kuhlman, Diana Doherty, Malika Nurbekova, Goutham Deva, Zarni Phyo, Paul-Henry Schoenhagen, MaryAnn Van Valkenburg, Elke A. Rundensteiner, Lane Harrison:
Evaluating Preference Collection Methods for Interactive Ranking Analytics. CHI 2019: 512
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Hamid Mansoor, Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner:
COMEX: Identifying Mislabeled Human Behavioral Context Data Using Visual Analytics. COMPSAC (2) 2019: 233-238
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Xiao Qin, Lei Cao, Elke A. Rundensteiner, Samuel Madden:
Scalable Kernel Density Estimation-based Local Outlier Detection over Large Data Streams. EDBT 2019: 421-432
[c303]
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Tabassum Kakar, Xiao Qin, Cory M. Tapply, Oliver Spring, Derek Murphy, Daniel Yun, Elke A. Rundensteiner, Lane Harrison, Thang La, Sanjay K. Sahoo, Suranjan De:
MEV: Visual Analytics for Medication Error Detection. VISIGRAPP (3: IVAPP) 2019: 72-82
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Tabassum Kakar, Xiao Qin, Cory M. Tapply, Oliver Spring, Derek Murphy, Daniel Yun, Elke A. Rundensteiner, Lane Harrison, Thang La, Sanjay K. Sahoo, Suranjan De:
Designing a Visual Analytics System for Medication Error Screening and Detection. VISIGRAPP (Revised Selected Papers) 2019: 285-312
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Liang Zhang, Noura Alghamdi, Mohamed Y. Eltabakh, Elke A. Rundensteiner:
TARDIS: Distributed Indexing Framework for Big Time Series Data. ICDE 2019: 1202-1213
[c300]
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Thomas Hartvigsen, Cansu Sen, Xiangnan Kong, Elke A. Rundensteiner:
Adaptive-Halting Policy Network for Early Classification. KDD 2019: 101-110
[c299]
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Zhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner:
AMAS: Attention Model for Attributed Sequence Classification. SDM 2019: 109-117
[c298]
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Walter Gerych, Emmanuel Agu, Elke A. Rundensteiner:
Classifying Depression in Imbalanced Datasets Using an Autoencoder- Based Anomaly Detection Approach. ICSC 2019: 124-127
[c297]
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier:
Event Trend Aggregation Under Rich Event Matching Semantics. SIGMOD Conference 2019: 555-572
[c296]
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Caitlin Kuhlman, MaryAnn Van Valkenburg, Elke A. Rundensteiner:
FARE: Diagnostics for Fair Ranking using Pairwise Error Metrics. WWW 2019: 2936-2942
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Wenwu Zhu, Dacheng Tao, Xueqi Cheng, Peng Cui, Elke A. Rundensteiner, David Carmel, Qi He, Jeffrey Xu Yu:
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019. ACM 2019, ISBN 978-1-4503-6976-3 [contents]
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Zhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner, Jihane Zouaoui, Aditya Arora:
Attributed Sequence Embedding. CoRR abs/1911.00949 (2019)
2018
[j92]
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Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
SWIFT: Mining Representative Patterns from Large Event Streams. Proc. VLDB Endow. 12(3): 265-277 (2018)
[c295]
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Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Elke A. Rundensteiner, Xiangnan Kong:
Deep Learning Strategies for Automatic Detection of Medication and Adverse Drug Events from Electronic Health Records. AMIA 2018
[c294]
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M. L. Tlachac, Elke A. Rundensteiner, Kerri Barton, Scott Troppy, Kirthana Beaulac, Shira Doron, Jian Zou:
CASSIA: An assistant for identifying clinically and statistically significant decreases in antimicrobial susceptibility. BHI 2018: 389-392
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Zhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner, Aditya Arora, Jihane Zouaoui:
One-Shot Learning on Attributed Sequences. IEEE BigData 2018: 921-930
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M. L. Tlachac, Elke A. Rundensteiner, Kerri Barton, Scott Troppy, Kirthana Beaulac, Shira Doron:
Predicting Future Antibiotic Susceptibility using Regression-based Methods on Longitudinal Massachusetts Antibiogram Data. HEALTHINF 2018: 103-114
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Thomas Hartvigsen, Cansu Sen, Sarah Brownell, Erin Teeple, Xiangnan Kong, Elke A. Rundensteiner:
Early Prediction of MRSA Infections using Electronic Health Records. HEALTHINF 2018: 156-167
[c290]
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Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Xiangnan Kong, Elke A. Rundensteiner, Sanjay K. Sahoo, Suranjan De:
One Size Does Not Fit All: An Ensemble Approach Towards Information Extraction from Adverse Drug Event Narratives. HEALTHINF 2018: 176-188
[c289]
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M. L. Tlachac, Elke A. Rundensteiner, T. Scott Troppy, Kirthana Beaulac, Shira Doron, Kerri Barton:
Predictive Modeling of Emerging Antibiotic Resistance Trends. BIOSTEC (Selected Papers) 2018: 348-366
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Thomas Hartvigsen, Cansu Sen, Elke A. Rundensteiner:
Detecting MRSA Infections by Fusing Structured and Unstructured Electronic Health Record Data. BIOSTEC (Selected Papers) 2018: 399-419
[c287]
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Susmitha Wunnava, Xiao Qin, Tabassum Kakar, M. L. Tlachac, Xiangnan Kong, Elke A. Rundensteiner, Sanjay K. Sahoo, Suranjan De:
Multi-layered Learning for Information Extraction from Adverse Drug Event Narratives. BIOSTEC (Selected Papers) 2018: 420-446
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Tabassum Kakar, Xiao Qin, Andrew Schade, Brian McCarthy, Huy Quoc Tran, Brian Zylich, Elke A. Rundensteiner, Lane Harrison, Sanjay K. Sahoo, Suranjan De:
DEVES: Interactive Signal Analytics for Drug Safety. CIKM 2018: 1891-1894
[c285]
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Caitlin Kuhlman, MaryAnn Van Valkenburg, Diana Doherty, Malika Nurbekova, Goutham Deva, Zarni Phyo, Elke A. Rundensteiner, Lane Harrison:
Preference-driven Interactive Ranking System for Personalized Decision Support. CIKM 2018: 1931-1934
[c284]
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Rodica Neamtu, Ramoza Ahsan, Elke A. Rundensteiner, Gábor N. Sárközy, Eamonn J. Keogh, Hoang Anh Dau, Cuong Nguyen, Charles Lovering:
Generalized Dynamic Time Warping: Unleashing the Warping Power Hidden in Point-Wise Distances. ICDE 2018: 521-532
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Olga Poppe, Allison Rozet, Chuan Lei, Elke A. Rundensteiner, David Maier:
Sharon: Shared Online Event Sequence Aggregation. ICDE 2018: 737-748
[c282]
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Xiao Qin, Tabassum Kakar, Susmitha Wunnava, Brian McCarthy, Andrew Schade, Huy Quoc Tran, Brian Zylich, Elke A. Rundensteiner, Lane Harrison, Sanjay K. Sahoo, Suranjan De:
MeDIAR: Multi-Drug Adverse Reactions Analytics. ICDE 2018: 1565-1568
[c281]
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Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Elke A. Rundensteiner, Xiangnan Kong:
Bidirectional LSTM-CRF for Adverse Drug Event Tagging in Electronic Health Records. Medication and Adverse Drug Event Detection 2018: 48-56
[c280]
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Ermal Toto, Brendan J. Foley, Elke A. Rundensteiner:
Improving Emotion Detection with Sub-clip Boosting. ECML/PKDD (3) 2018: 37-52
2017
[j91]
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier:
GRETA: Graph-based Real-time Event Trend Aggregation. Proc. VLDB Endow. 11(1): 80-92 (2017)
[j90]
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  - journals/sigweb/HasanRKA17
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Maryam Hasan, Elke A. Rundensteiner, Xiangnan Kong, Emmanuel Agu:
Discover trends in public emotion using social sensing. SIGWEB Newsl. 2017(Spring): 2:1-2:5 (2017)
[j89]
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Yanwei Yu, Lei Cao, Elke A. Rundensteiner, Qin Wang:
Outlier Detection over Massive-Scale Trajectory Streams. ACM Trans. Database Syst. 42(2): 10:1-10:33 (2017)
[c279]
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Yizhou Yan, Lei Cao, Elke A. Rundensteiner:
Distributed Top-N local outlier detection in big data. IEEE BigData 2017: 827-836
[c278]
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Mingrui Wei, Lei Cao, Chris Cormier, Hui Zheng, Elke A. Rundensteiner:
Interactive Analytics System for Exploring Outliers. CIKM 2017: 2547-2550
[c277]
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Daniel J. Dougherty, Goutham Deva, Nicholas Fajardo, James Owens, Thomas Schweich, MaryAnn Van Valkenburg, Sarun Paisarnsrisomsuk, Pitchaya Wiratchotisatian, George Gettel, Robert Hollinger, Devin Roberts, Daniel Tocco:
CAESAR: Context-Aware Event Stream Analytics for Urban Transportation Services. EDBT 2017: 590-593
[c276]
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Lei Cao, Yizhou Yan, Caitlin Kuhlman, Qingyang Wang, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
Multi-Tactic Distance-Based Outlier Detection. ICDE 2017: 959-970
[c275]
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Yizhou Yan, Lei Cao, Caitlin Kuhlman, Elke A. Rundensteiner:
Distributed Local Outlier Detection in Big Data. KDD 2017: 1225-1234
[c274]
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Yizhou Yan, Lei Cao, Elke A. Rundensteiner:
Scalable Top-n Local Outlier Detection. KDD 2017: 1235-1244
[c273]
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Xiao Qin, Tabassum Kakar, Susmitha Wunnava, Elke A. Rundensteiner, Lei Cao:
MARAS: Signaling Multi-Drug Adverse Reactions. KDD 2017: 1615-1623
[c272]
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  - conf/pkdd/SenHRC17
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Cansu Sen, Thomas Hartvigsen, Elke A. Rundensteiner, Kajal T. Claypool:
CREST - Risk Prediction for Clostridium Difficile Infection Using Multimodal Data Mining. ECML/PKDD (3) 2017: 52-63
[c271]
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Caitlin Kuhlman, Yizhou Yan, Lei Cao, Elke A. Rundensteiner:
Pivot-Based Distributed K-Nearest Neighbor Mining. ECML/PKDD (2) 2017: 843-860
[c270]
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Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Vimig Socrates, Amber Wallace, Elke A. Rundensteiner:
Towards transforming FDA adverse event narratives into actionable structured data for improved pharmacovigilance. SAC 2017: 777-782
[c269]
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Maryam Hasan, Elke A. Rundensteiner, Xiangnan Kong, Emmanuel Agu:
Using Social Sensing to Discover Trends in Public Emotion. ICSC 2017: 172-179
[c268]
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Olga Poppe, Chuan Lei, Salah Ahmed, Elke A. Rundensteiner:
Complete Event Trend Detection in High-Rate Event Streams. SIGMOD Conference 2017: 109-124
[c267]
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  - conf/sigmod/NeamtuALNRS17
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Rodica Neamtu, Ramoza Ahsan, Charles Lovering, Cuong Nguyen, Elke A. Rundensteiner, Gábor N. Sárközy:
Interactive Time Series Analytics Powered by ONEX. SIGMOD Conference 2017: 1595-1598
2016
[j88]
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Rodica Neamtu, Ramoza Ahsan, Elke A. Rundensteiner, Gábor N. Sárközy:
Interactive Time Series Exploration Powered by the Marriage of Similarity Distances. Proc. VLDB Endow. 10(3): 169-180 (2016)
[c266]
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Zhongfang Zhuang, Chuan Lei, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
PRO: Preference-Aware Recurring Query Optimization. CIKM 2016: 2191-2196
[c265]
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  - conf/debs/RayLR16
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Medhabi Ray, Chuan Lei, Elke A. Rundensteiner:
SPASS: scalable event stream processing leveraging sharing opportunities: poster. DEBS 2016: 336-339
[c264]
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Lei Cao, Jiayuan Wang, Elke A. Rundensteiner:
Multi-query outlier detection over data streams: poster. DEBS 2016: 362-365
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Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner, Samuel Madden:
Refinement Driven Processing of Aggregation Constrained Queries. EDBT 2016: 101-112
[c262]
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Xiao Qin, Ramoza Ahsan, Xika Lin, Elke A. Rundensteiner, Matthew O. Ward:
Interactive Temporal Association Analytics. EDBT 2016: 197-208
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Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Daniel J. Dougherty:
Context-Aware Event Stream Analytics. EDBT 2016: 413-424
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Ermal Toto, Elke A. Rundensteiner, Yanhua Li, Richard Jordan, Mariya Ishutkina, Kajal T. Claypool, Jun Luo, Fan Zhang:
PULSE: A Real Time System for Crowd Flow Prediction at Metropolitan Subway Stations. ECML/PKDD (3) 2016: 112-128
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Ramoza Ahsan, Rodica Neamtu, Elke A. Rundensteiner:
Towards spreadsheet integration using entity identification driven by a spatial-temporal model. SAC 2016: 1083-1085
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Medhabi Ray, Chuan Lei, Elke A. Rundensteiner:
Scalable Pattern Sharing on Event Streams. SIGMOD Conference 2016: 495-510
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Lei Cao, Jiayuan Wang, Elke A. Rundensteiner:
Sharing-Aware Outlier Analytics over High-Volume Data Streams. SIGMOD Conference 2016: 527-540
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Kaiyu Zhao, Matthew O. Ward, Elke A. Rundensteiner, Huong Ngo Higgins:
MaVis: Machine Learning Aided Multi-Model Framework for Time Series Visual Analytics. Visualization and Data Analysis 2016: 1-10
2015
[j87]
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Karen E. Works, Elke A. Rundensteiner:
Practical Identification of Dynamic Precedence Criteria to Produce Critical Results from Big Data Streams. Big Data Res. 2(4): 127-144 (2015)
[j86]
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Elke A. Rundensteiner, Olga Poppe, Chuan Lei, Medhabi Ray, Lei Cao, Yingmei Qi, Mo Liu, Di Wang:
Exploiting Sharing Opportunities for Real-time Complex Event Analytics. IEEE Data Eng. Bull. 38(4): 82-93 (2015)
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Chuan Lei, Zhongfang Zhuang, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
Shared Execution of Recurring Workloads in MapReduce. Proc. VLDB Endow. 8(7): 714-725 (2015)
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Mingzhu Wei, Elke A. Rundensteiner, Murali Mani:
INSURE: An integrated load reduction framework for XML stream processing. ICDE 2015: 783-794
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Lei Cao, Mingrui Wei, Di Yang, Elke A. Rundensteiner:
Online Outlier Exploration Over Large Datasets. KDD 2015: 89-98
2014
[j84]
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Kaiyu Zhao, Matthew O. Ward, Elke A. Rundensteiner, Huong Ngo Higgins:
LoVis: Local Pattern Visualization for Model Refinement. Comput. Graph. Forum 33(3): 331-340 (2014)
[j83]
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Karen E. Works, Elke A. Rundensteiner:
Preferential Resource Allocation in Stream Processing Systems. Int. J. Cooperative Inf. Syst. 23(4) (2014)
[j82]
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Chuan Lei, Zhongfang Zhuang, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
Redoop Infrastructure for Recurring Big Data Queries. Proc. VLDB Endow. 7(13): 1589-1592 (2014)
[j81]
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Lei Cao, Qingyang Wang, Elke A. Rundensteiner:
Interactive Outlier Exploration in Big Data Streams. Proc. VLDB Endow. 7(13): 1621-1624 (2014)
[j80]
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Xika Lin, Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
SPIRE: Supporting Parameter-Driven Interactive Rule Mining and Exploration. Proc. VLDB Endow. 7(13): 1653-1656 (2014)
[j79]
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Karen E. Works, Elke A. Rundensteiner:
Reliable Aggregation over Prioritized Data Streams. Trans. Large Scale Data Knowl. Centered Syst. 14: 1-25 (2014)
[j78]
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Chuan Lei, Elke A. Rundensteiner:
Robust Distributed Query Processing for Streaming Data. ACM Trans. Database Syst. 39(2): 17:1-17:45 (2014)
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Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
Facilitating Interactive Mining of Global and Local Association Rules. PIKM@CIKM 2014: 35-44
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Chuan Lei, Elke A. Rundensteiner, Mohamed Y. Eltabakh:
Redoop: Supporting Recurring Queries in Hadoop. EDBT 2014: 25-36
[c251]
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Venkatesh Raghavan, Elke A. Rundensteiner:
CAQE: A Contract Driven Approach to Processing Concurrent Decision Support Queries. EDBT 2014: 121-132
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Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
COLARM: Cost-based Optimization for Localized Association Rule Mining. EDBT 2014: 181-192
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Lei Cao, Di Yang, Qingyang Wang, Yanwei Yu, Jiayuan Wang, Elke A. Rundensteiner:
Scalable distance-based outlier detection over high-volume data streams. ICDE 2014: 76-87
[c248]
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Xiao Qin, Ramoza Ahsan, Xika Lin, Elke A. Rundensteiner, Matthew O. Ward:
iPARAS: Incremental Construction of Parameter Space for Online Association Mining. BigMine 2014: 149-165
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Yanwei Yu, Lei Cao, Elke A. Rundensteiner, Qin Wang:
Detecting moving object outliers in massive-scale trajectory streams. KDD 2014: 422-431
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Ramoza Ahsan, Rodica Neamtu, Jeff Stokes, Armend Hoxha, Jialiang Bao, Stefan Gvozdenovic, Ted Meyer, Nilesh Patel, Raghu Rangan, Yumou Wang, Dongyun Zhang, Elke A. Rundensteiner:
Massachusetts Economy and Technology Index System. DSMM 2014: 11:1-11:2
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Yingmei Qi, Lei Cao, Medhabi Ray, Elke A. Rundensteiner:
Complex event analytics: online aggregation of stream sequence patterns. SIGMOD Conference 2014: 229-240
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Kaiyu Zhao, Matthew O. Ward, Elke A. Rundensteiner, Huong Ngo Higgins:
Progressively consolidating historical visual explorations for new discoveries. Visualization and Data Analysis 2014: 90170T
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Rodica Neamtu, Ramoza Ahsan, Jeff Stokes, Armend Hoxha, Jialiang Bao, Stefan Gvozdenovic, Ted Meyer, Nilesh Patel, Raghu Rangan, Yumou Wang, Dongyun Zhang, Elke A. Rundensteiner:
Taming Big Data: Integrating diverse public data sources for economic competitiveness analytics. Data4U@VLDB 2014: 25
2013
[j77]
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Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Mining neighbor-based patterns in data streams. Inf. Syst. 38(3): 331-350 (2013)
[j76]
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Rimma V. Nehme, Karen E. Works, Chuan Lei, Elke A. Rundensteiner, Elisa Bertino:
Multi-route query processing and optimization. J. Comput. Syst. Sci. 79(3): 312-329 (2013)
[j75]
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Karen E. Works, Elke A. Rundensteiner, Emmanuel Agu:
Optimizing adaptive multi-route query processing via time-partitioned indices. J. Comput. Syst. Sci. 79(3): 330-348 (2013)
[j74]
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Xika Lin, Abhishek Mukherji, Elke A. Rundensteiner, Carolina Ruiz, Matthew O. Ward:
PARAS: A Parameter Space Framework for Online Association Mining. Proc. VLDB Endow. 6(3): 193-204 (2013)
[j73]
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Di Yang, Kaiyu Zhao, Maryam Hasan, Hanyuan Lu, Elke A. Rundensteiner, Matthew O. Ward:
Mining and Linking Patterns across Live Data Streams and Stream Archives. Proc. VLDB Endow. 6(12): 1346-1349 (2013)
[j72]
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Lei Cao, Elke A. Rundensteiner:
High Performance Stream Query Processing With Correlation-Aware Partitioning. Proc. VLDB Endow. 7(4): 265-276 (2013)
[j71]
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Malú Castellanos, Umeshwar Dayal, Elke A. Rundensteiner:
Report on the 6th international workshop on business intelligence for the real time enterprise. SIGMOD Rec. 42(3): 69-70 (2013)
[j70]
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Olga Poppe, Sandro Giessl, Elke A. Rundensteiner, François Bry:
The HIT Model: Workflow-Aware Event Stream Monitoring. Trans. Large Scale Data Knowl. Centered Syst. 11: 26-50 (2013)
[c242]
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Abhishek Mukherji, Xika Lin, Jason Whitehouse, Christopher R. Botaish, Elke A. Rundensteiner, Matthew O. Ward:
FIRE: interactive visual support for parameter space-driven rule mining. CIKM 2013: 2447-2452
[c241]
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Abhishek Mukherji, Jason Whitehouse, Christopher R. Botaish, Elke A. Rundensteiner, Matthew O. Ward:
SPHINX: rich insights into evidence-hypotheses relationships via parameter space-based exploration. CIKM 2013: 2521-2524
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Di Wang, Elke A. Rundensteiner, Richard T. Ellison, Han Wang:
Probabilistic inference of object identifications for event stream analytics. EDBT 2013: 513-524
[c239]
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Medhabi Ray, Elke A. Rundensteiner, Mo Liu, Chetan Gupta, Song Wang, Ismail Ari:
High-performance complex event processing using continuous sliding views. EDBT 2013: 525-536
[c238]
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Chuan Lei, Elke A. Rundensteiner, Joshua D. Guttman:
Robust distributed stream processing. ICDE 2013: 817-828
[c237]
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Di Wang, Yeye He, Elke A. Rundensteiner, Jeffrey F. Naughton:
Utility-maximizing event stream suppression. SIGMOD Conference 2013: 589-600
[c236]
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Abhishek Mukherji, Xika Lin, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward, Carolina Ruiz:
PARAS: interactive parameter space exploration for association rule mining. SIGMOD Conference 2013: 1017-1020
[c235]
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Zaixian Xie, Matthew O. Ward, Elke A. Rundensteiner:
Exploring large scale time-series data using nested timelines. Visualization and Data Analysis 2013: 865405
[e5]
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  - conf/birte/2012
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Malú Castellanos, Umeshwar Dayal, Elke A. Rundensteiner:
Enabling Real-Time Business Intelligence - 6th International Workshop, BIRTE 2012, Held at the 38th International Conference on Very Large Databases, VLDB 2012, Istanbul, Turkey, August 27, 2012, Revised Selected Papers. Lecture Notes in Business Information Processing 154, Springer 2013, ISBN 978-3-642-39871-1 [contents]
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Sharma Chakravarthy, Susan Darling Urban, Peter R. Pietzuch, Elke A. Rundensteiner:
The 7th ACM International Conference on Distributed Event-Based Systems, DEBS '13, Arlington, TX, USA - June 29 - July 03, 2013. ACM 2013, ISBN 978-1-4503-1758-0 [contents]
2012
[j69]
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Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Shared execution strategy for neighbor-based pattern mining requests over streaming windows. ACM Trans. Database Syst. 37(1): 5:1-5:44 (2012)
[c234]
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Mo Liu, Medhabi Ray, Dazhi Zhang, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Ismail Ari:
Realtime healthcare services via nested complex event processing technology. EDBT 2012: 622-625
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Elke A. Rundensteiner, Volker Markl, Ioana Manolescu, Sihem Amer-Yahia, Felix Naumann, Ismail Ari:
15th International Conference on Extending Database Technology, EDBT '12, Berlin, Germany, March 27-30, 2012, Proceedings. ACM 2012, ISBN 978-1-4503-0790-1 [contents]
2011
[j68]
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Matthew O. Ward, Zaixian Xie, Di Yang, Elke A. Rundensteiner:
Quality-aware visual data analysis. Comput. Stat. 26(4): 567-584 (2011)
[j67]
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Venkatesh Raghavan, Elke A. Rundensteiner, Shweta Srivastava:
Skyline and mapping aware join query evaluation. Inf. Syst. 36(6): 917-936 (2011)
[j66]
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Di Wang, Elke A. Rundensteiner, Richard T. Ellison:
Active Complex Event Processing over Event Streams. Proc. VLDB Endow. 4(10): 634-645 (2011)
[j65]
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Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Summarization and Matching of Density-Based Clusters in Streaming Environments. Proc. VLDB Endow. 5(2): 121-132 (2011)
[c233]
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Shweta Srivastava, Venkatesh Raghavan, Elke A. Rundensteiner:
Adaptive Processing of Multi-Criteria Decision Support Queries. BIRTE 2011: 81-97
[c232]
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  - conf/bncod/MukherjiRW11
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Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
Achieving High Freshness and Optimal Throughput in CPU-Limited Execution of Multi-join Continuous Queries. BNCOD 2011: 48-65
[c231]
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Di Yang, Zhenyu Guo, Elke A. Rundensteiner, Matthew O. Ward:
CLUES: a unified framework supporting interactive exploration of density-based clusters in streams. CIKM 2011: 815-824
[c230]
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  - conf/cikm/ShastriDRW11
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Avani Shastri, Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
MTopS: scalable processing of continuous top-k multi-query workloads. CIKM 2011: 1107-1116
[c229]
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Ming Li, Murali Mani, Elke A. Rundensteiner, Tao Lin:
Complex event pattern detection over streams with interval-based temporal semantics. DEBS 2011: 291-302
[c228]
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Di Yang, Avani Shastri, Elke A. Rundensteiner, Matthew O. Ward:
An optimal strategy for monitoring top-k queries in streaming windows. EDBT 2011: 57-68
[c227]
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  - conf/icde/DingWR11
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Luping Ding, Karen E. Works, Elke A. Rundensteiner:
Semantic stream query optimization exploiting dynamic metadata. ICDE 2011: 111-122
[c226]
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  - conf/icde/LiuRDGWAM11
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Mo Liu, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta:
High-performance nested CEP query processing over event streams. ICDE 2011: 123-134
[c225]
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  - conf/icde/RayLRDGWMA11
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Medhabi Ray, Mo Liu, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Abhay Mehta, Ismail Ari:
Optimizing complex sequence pattern extraction using caching. ICDE Workshops 2011: 243-248
[c224]
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Di Wang, Elke A. Rundensteiner, Richard T. Ellison, Han Wang:
Active Complex Event Processing infrastructure: Monitoring and reacting to event streams. ICDE Workshops 2011: 249-254
[c223]
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Karen E. Works, Elke A. Rundensteiner:
The Proactive Promotion Engine. ICDE 2011: 1340-1343
[c222]
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Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner, Carolina Ruiz:
Pointwise local pattern exploration for sensitivity analysis. IEEE VAST 2011: 131-140
[c221]
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Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner:
Nugget Browser: Visual Subgroup Mining and Statistical Significance Discovery in Multivariate Datasets. IV 2011: 267-275
[c220]
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Mo Liu, Elke A. Rundensteiner, Kara Greenfield, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta:
E-Cube: multi-dimensional event sequence analysis using hierarchical pattern query sharing. SIGMOD Conference 2011: 889-900
[i1]
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Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Summarization and Matching of Density-Based Clusters in Streaming Environments. CoRR abs/1110.6650 (2011)
2010
[j64]
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  - journals/dke/ZhuRR10
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Yali Zhu, Venkatesh Raghavan, Elke A. Rundensteiner:
A new look at generating multi-join continuous query plans: A qualified plan generation problem. Data Knowl. Eng. 69(5): 424-443 (2010)
[j63]
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Mingzhu Wei, Elke A. Rundensteiner, Murali Mani:
Achieving High Output Quality under Limited Resources through Structure-based Spilling in XML Streams. Proc. VLDB Endow. 3(1): 1267-1278 (2010)
[j62]
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Di Wang, Elke A. Rundensteiner, Richard T. Ellison, Han Wang:
Active Complex Event Processing: Applications in Real-Time Health Care. Proc. VLDB Endow. 3(2): 1545-1548 (2010)
[c219]
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Mo Liu, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta:
NEEL: The Nested Complex Event Language for Real-Time Event Analytics. BIRTE 2010: 116-132
[c218]
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Sean L. Guarino, Curt Wu, Joseph Campolongo, Elke A. Rundensteiner:
Dynamic application and model updating service. CTS 2010: 423-429
[c217]
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Ming Li, Murali Mani, Elke A. Rundensteiner, Tao Lin:
Constraint-Aware Complex Event Pattern Detection over Streams. DASFAA (2) 2010: 199-215
[c216]
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Nam Hun Park, Venkatesh Raghavan, Elke A. Rundensteiner:
Supporting Multi-criteria Decision Support Queries over Time-Interval Data Streams. DEXA (1) 2010: 281-289
[c215]
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Mo Liu, Medhabi Ray, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta:
Processing nested complex sequence pattern queries over event streams. DMSN 2010: 14-19
[c214]
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Venkatesh Raghavan, Elke A. Rundensteiner:
Progressive result generation for multi-criteria decision support queries. ICDE 2010: 733-744
[c213]
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Mo Liu, Elke A. Rundensteiner, Kara Greenfield, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta:
E-Cube: Multi-dimensional event sequence processing using concept and pattern hierarchies. ICDE 2010: 1097-1100
[c212]
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Di Wang, Murali Mani, Elke A. Rundensteiner:
Cluster-and-conquer: hierarchical multi-metric query processing in large-scale database federations. IDEAS 2010: 257-268
[c211]
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Karen E. Works, Elke A. Rundensteiner, Emmanuel Agu:
Index tuning for adaptive multi-route data stream systems. IPDPS Workshops 2010: 1-8
[c210]
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Zaixian Xie, Matthew O. Ward, Elke A. Rundensteiner:
Visual Exploration of Stream Pattern Changes Using a Data-Driven Framework. ISVC (2) 2010: 522-532
[c209]
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Gayatri Gadepalli, Elke A. Rundensteiner, David Brown, Kajal T. Claypool:
Tag and Resource-Aware Collaborative Filtering Algorithms for Resource Recommendation. ITNG 2010: 546-551
[c208]
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Venkatesh Raghavan, Elke A. Rundensteiner:
ProgXe: progressive result generation framework for multi-criteria decision support queries. SIGMOD Conference 2010: 1135-1138
[c207]
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Di Yang, Zhenyu Guo, Zaixian Xie, Elke A. Rundensteiner, Matthew O. Ward:
Interactive visual exploration of neighbor-based patterns in data streams. SIGMOD Conference 2010: 1151-1154
[c206]
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  - conf/sigmod/VartakRR10
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Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner:
QRelX: generating meaningful queries that provide cardinality assurance. SIGMOD Conference 2010: 1215-1218
[c205]
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Zaixian Xie, Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner:
Operator-centric design patterns for information visualization software. VDA 2010: 75300

2000 – 2009

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2009
[j61]
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Rimma V. Nehme, Elke A. Rundensteiner, Elisa Bertino:
Tagging Stream Data for Rich Real-Time Services. Proc. VLDB Endow. 2(1): 73-84 (2009)
[j60]
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Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
A Shared Execution Strategy for Multiple Pattern Mining Requests over Streaming Data. Proc. VLDB Endow. 2(1): 874-885 (2009)
[j59]
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Rimma V. Nehme, Karen E. Works, Elke A. Rundensteiner, Elisa Bertino:
Query Mesh: Multi-Route Query Processing Technology. Proc. VLDB Endow. 2(2): 1530-1533 (2009)
[c204]
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Venkatesh Raghavan, Yali Zhu, Elke A. Rundensteiner, Daniel J. Dougherty:
Multi-Join Continuous Query Optimization: Covering the Spectrum of Linear, Acyclic, and Cyclic Queries. BNCOD 2009: 91-106
[c203]
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Ming Li, Murali Mani, Elke A. Rundensteiner, Tao Lin:
Constraint-aware event stream processing. DEBS 2009
[c202]
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Ming Li, Murali Mani, Elke A. Rundensteiner, Di Wang, Tao Lin:
Interval event stream processing. DEBS 2009
[c201]
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  - conf/edbt/WangR09
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Song Wang, Elke A. Rundensteiner:
Scalable stream join processing with expensive predicates: workload distribution and adaptation by time-slicing. EDBT 2009: 299-310
[c200]
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Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Neighbor-based pattern detection for windows over streaming data. EDBT 2009: 529-540
[c199]
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Rimma V. Nehme, Elke A. Rundensteiner, Elisa Bertino:
Self-tuning query mesh for adaptive multi-route query processing. EDBT 2009: 803-814
[c198]
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Mo Liu, Ming Li, Denis Golovnya, Elke A. Rundensteiner, Kajal T. Claypool:
Sequence Pattern Query Processing over Out-of-Order Event Streams. ICDE 2009: 784-795
[c197]
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Kajal T. Claypool, Jeremy L. Mineweaser, Dan Van Hook, Michael Scarito, Elke A. Rundensteiner:
ESpace - Web-scale Integration One Step at a Time. ICEIS (1) 2009: 247-252
[c196]
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Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner:
Model space visualization for multivariate linear trend discovery. IEEE VAST 2009: 75-82
[c195]
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  - conf/semco/LiMRL09
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Ming Li, Murali Mani, Elke A. Rundensteiner, Tao Lin:
E-Tec: A Constraint-Aware Query Engine for Pattern Detection over Event Streams. ICSC 2009: 565-566
[c194]
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Rimma V. Nehme, Hyo-Sang Lim, Elisa Bertino, Elke A. Rundensteiner:
StreamShield: a stream-centric approach towards security and privacy in data stream environments. SIGMOD Conference 2009: 1027-1030
[c193]
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Mingzhu Wei, Mo Liu, Ming Li, Denis Golovnya, Elke A. Rundensteiner, Kajal T. Claypool:
Supporting a spectrum of out-of-order event processing technologies: from aggressive to conservative methodologies. SIGMOD Conference 2009: 1031-1034
[c192]
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Mingrui Wei, Elke A. Rundensteiner:
Mode Aware Stream Query Processing. SSDBM 2009: 380-397
2008
[j58]
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Aparna S. Varde, Shuhui Ma, Mohammed Maniruzzaman, David C. Brown, Elke A. Rundensteiner, Richard D. Sisson Jr.:
Comparing mathematical and heuristic approaches for scientific data analysis. Artif. Intell. Eng. Des. Anal. Manuf. 22(1): 53-69 (2008)
[j57]
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Mingzhu Wei, Elke A. Rundensteiner, Murali Mani, Ming Li:
Processing recursive XQuery over XML streams: The Raindrop approach. Data Knowl. Eng. 65(2): 243-265 (2008)
[c191]
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Abhishek Mukherji, Elke A. Rundensteiner, David C. Brown, Venkatesh Raghavan:
SNIF TOOL: sniffing for patterns in continuous streams. CIKM 2008: 369-378
[c190]
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Ling Wang, Ming Jiang, Elke A. Rundensteiner, Murali Mani:
An Optimized Two-Step Solution for Updating XML Views. DASFAA 2008: 19-34
[c189]
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Aparna S. Varde, Stephen Bique, Elke A. Rundensteiner, David C. Brown, Jianyu Liang, Richard D. Sisson Jr., Ehsan Sheybani, Brian Sayre:
Component Selection to Optimize Distance Function Learning in Complex Scientific Data Sets. DEXA 2008: 269-282
[c188]
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Ming Li, Murali Mani, Elke A. Rundensteiner:
Semantic query optimization for processing XML streams with minimized memory footprint. DataX@EDBT 2008: 27-36
[c187]
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Hong Su, Elke A. Rundensteiner, Murali Mani:
Automaton in or out: run-time plan optimization for XML stream processing. SSPS 2008: 38-47
[c186]
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Luping Ding, Elke A. Rundensteiner:
Index tuning for parameterized streaming groupby queries. SSPS 2008: 68-78
[c185]
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  - conf/er/LiMR08
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Ming Li, Murali Mani, Elke A. Rundensteiner:
Constraint-Aware XSLT Evaluation. ER 2008: 524-525
[c184]
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Rimma V. Nehme, Elke A. Rundensteiner, Elisa Bertino:
A Security Punctuation Framework for Enforcing Access Control on Streaming Data. ICDE 2008: 406-415
[c183]
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Luping Ding, Songting Chen, Elke A. Rundensteiner, Jun'ichi Tatemura, Wang-Pin Hsiung, K. Selçuk Candan:
Runtime Semantic Query Optimization for Event Stream Processing. ICDE 2008: 676-685
[c182]
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Ming Li, Murali Mani, Elke A. Rundensteiner:
Efficiently loading and processing XML streams. IDEAS 2008: 59-67
[c181]
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Ming Li, Murali Mani, Elke A. Rundensteiner:
ELF: A Constraint-Aware XQuery Engine for Processing XML Streams with Minimized Memory Footprint. ICSC 2008: 494-495
[c180]
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Mingzhu Wei, Elke A. Rundensteiner, Murali Mani:
Utility-driven load shedding for xml stream processing. WWW 2008: 855-864
2007
[j56]
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Song Wang, Elke A. Rundensteiner, Murali Mani:
Optimization of nested XQuery expressions with orderby clauses. Data Knowl. Eng. 60(2): 303-325 (2007)
[j55]
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Bin Liu, Elke A. Rundensteiner, David Finkel:
Maintaining large update batches by restructuring and grouping. Inf. Syst. 32(4): 621-639 (2007)
[j54]
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Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, Mohammed Maniruzzaman, Richard D. Sisson Jr.:
LearnMet: learning domain-specific distance metrics for plots of scientific functions. Multim. Tools Appl. 35(1): 29-53 (2007)
[j53]
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Di Yang, Zaixian Xie, Elke A. Rundensteiner, Matthew O. Ward:
Managing discoveries in the visual analytics process. SIGKDD Explor. 9(2): 22-29 (2007)
[j52]
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Jing Yang, Daniel Hubball, Matthew O. Ward, Elke A. Rundensteiner, William Ribarsky:
Value and Relation Display: Interactive Visual Exploration of Large Data Sets with Hundreds of Dimensions. IEEE Trans. Vis. Comput. Graph. 13(3): 494-507 (2007)
[c179]
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Song Wang, Ling Wang, Elke A. Rundensteiner:
Isolating Order Semantics in Order-Sensitive XQuery-to-SQL Translation. BNCOD 2007: 147-159
[c178]
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Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Nugget discovery in visual exploration environments by query consolidation. CIKM 2007: 603-612
[c177]
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Rimma V. Nehme, Elke A. Rundensteiner:
ClusterSheddy : Load Shedding Using Moving Clusters over Spatio-temporal Data Streams. DASFAA 2007: 637-651
[c176]
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Ming Li, Mo Liu, Luping Ding, Elke A. Rundensteiner, Murali Mani:
Event Stream Processing with Out-of-Order Data Arrival. ICDCS Workshops 2007: 67
[c175]
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Aparna S. Varde, Elke A. Rundensteiner, Giti Javidi, Ehsan Sheybani, Jianyu Liang:
Learning the Relative Importance of Features in Image Data. ICDE Workshops 2007: 237-244
[c174]
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Yali Zhu, Elke A. Rundensteiner:
Adapting Partitioned Continuous Query Processing in Distributed Systems. ICDE Workshops 2007: 594-603
[c173]
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Bin Liu, Mariana Jbantova, Elke A. Rundensteiner:
Optimizing State-Intensive Non-Blocking Queries Using Run-time Adaptation. ICDE Workshops 2007: 614-623
[c172]
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Venkatesh Raghavan, Elke A. Rundensteiner, John Woycheese, Abhishek Mukherji:
FireStream: Sensor Stream Processing for Monitoring Fire Spread. ICDE 2007: 1507-1508
[c171]
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Ming Jiang, Ling Wang, Murali Mani, Elke A. Rundensteiner:
Updating Views Over Recursive XML. EROW 2007
[c170]
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Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Analysis Guided Visual Exploration of Multivariate Data. IEEE VAST 2007: 83-90
[c169]
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Charudatta V. Wad, Elke A. Rundensteiner, Matthew O. Ward:
QoS: Quality Driven Data Abstraction Generation For Large Databases. QDB 2007: 19-25
[c168]
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Aparna S. Varde, Elke A. Rundensteiner, Richard D. Sisson Jr.:
AutoDomainMine: a graphical data mining system for process optimization. SIGMOD Conference 2007: 1103-1105
[c167]
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Elke A. Rundensteiner, Matthew O. Ward, Zaixian Xie, Qingguang Cui, Charudatta V. Wad, Di Yang, Shiping Huang:
Xmdvtool^Q: : quality-aware interactive data exploration. SIGMOD Conference 2007: 1109-1112
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Jean-Luc Hainaut, Elke A. Rundensteiner, Markus Kirchberg, Michela Bertolotto, Mathias Brochhausen, Yi-Ping Phoebe Chen, Samira Si-Said Cherfi, Martin Doerr, Hyoil Han, Sven Hartmann, Jeffrey Parsons, Geert Poels, Colette Rolland, Juan Trujillo, Eric S. K. Yu, Esteban Zimányi:
Advances in Conceptual Modeling - Foundations and Applications, ER 2007 Workshops CMLSA, FP-UML, ONISW, QoIS, RIGiM,SeCoGIS, Auckland, New Zealand, November 5-9, 2007, Proceedings. Lecture Notes in Computer Science 4802, Springer 2007, ISBN 978-3-540-76291-1 [contents]
2006
[j51]
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Ling Wang, Elke A. Rundensteiner, Murali Mani:
Updating XML views published over relational databases: Towards the existence of a correct update mapping. Data Knowl. Eng. 58(3): 263-298 (2006)
[j50]
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Hong Su, Elke A. Rundensteiner, Murali Mani:
Automaton meets algebra: A hybrid paradigm for XML stream processing. Data Knowl. Eng. 59(3): 576-602 (2006)
[j49]
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Andreas Koeller, Elke A. Rundensteiner:
Heuristic Strategies for the Discovery of Inclusion Dependencies and Other Patterns. J. Data Semant.: 185-210 (2006)
[j48]
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Murali Mani, Song Wang, Daniel J. Dougherty, Elke A. Rundensteiner:
Join minimization in XML-to-SQL translation: an algebraic approach. SIGMOD Rec. 35(1): 20-25 (2006)
[j47]
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Bin Liu, Elke A. Rundensteiner:
Optimizing Cyclic Join View Maintenance over Distributed Data Sources. IEEE Trans. Knowl. Data Eng. 18(2): 363-376 (2006)
[j46]
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Songting Chen, Xin Zhang, Elke A. Rundensteiner:
A Compensation-Based Approach for View Maintenance in Distributed Environments. IEEE Trans. Knowl. Data Eng. 18(8): 1068-1081 (2006)
[j45]
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Qingguang Cui, Matthew O. Ward, Elke A. Rundensteiner, Jing Yang:
Measuring Data Abstraction Quality in Multiresolution Visualizations. IEEE Trans. Vis. Comput. Graph. 12(5): 709-716 (2006)
[c166]
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Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr.:
Integrating Clustering and Classification for Estimating Process Variables in Materials Science. AAAI 2006
[c165]
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Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr.:
Designing semantics-preserving cluster representatives for scientific input conditions. CIKM 2006: 708-717
[c164]
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Ling Wang, Elke A. Rundensteiner, Murali Mani, Ming Jiang:
HUX: a schemacentric approach for updating XML views. CIKM 2006: 816-817
[c163]
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Rimma V. Nehme, Elke A. Rundensteiner:
SCUBA: Scalable Cluster-Based Algorithm for Evaluating Continuous Spatio-temporal Queries on Moving Objects. EDBT 2006: 1001-1019
[c162]
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Aparna S. Varde, Jianyu Liang, Elke A. Rundensteiner, Richard D. Sisson Jr.:
Mining Images of Material Nanostructure Data. ICDCIT 2006: 403-413
[c161]
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Mingzhu Wei, Ming Li, Elke A. Rundensteiner, Murali Mani:
Processing Recursive XQuery over XML Streams: The Raindrop Approach. ICDE Workshops 2006: 85
[c160]
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Ling Wang, Elke A. Rundensteiner, Murali Mani:
U-Filter: A Lightweight XML View Update Checker. ICDE 2006: 126
[c159]
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Maged El-Sayed, Elke A. Rundensteiner, Murali Mani:
Incremental Maintenance of Materialized XQuery Views. ICDE 2006: 129
[c158]
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Zaixian Xie, Shiping Huang, Matthew O. Ward, Elke A. Rundensteiner:
Exploratory Visualization of Multivariate Data with Variable Quality. IEEE VAST 2006: 183-190
[c157]
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Bin Liu, Yali Zhu, Elke A. Rundensteiner:
Run-time operator state spilling for memory intensive long-running queries. SIGMOD Conference 2006: 347-358
[c156]
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Qingguang Cui, Matthew O. Ward, Elke A. Rundensteiner:
Enhancing scatterplot matrices for data with ordering or spatial attributes. Visualization and Data Analysis 2006: 60600R
[c155]
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  - conf/vldb/WangRGB06
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Song Wang, Elke A. Rundensteiner, Samrat Ganguly, Sudeept Bhatnagar:
State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries. VLDB 2006: 619-630
[c154]
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Song Wang, Hong Su, Ming Li, Mingzhu Wei, Shoushen Yang, Drew Ditto, Elke A. Rundensteiner, Murali Mani:
R-SOX: Runtime Semantic Query Optimization over XML Streams. VLDB 2006: 1207-1210
[c153]
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Ling Wang, Elke A. Rundensteiner, Murali Mani, Ming Jiang:
HUX: Handling Updates in XML. VLDB 2006: 1235-1238
[e1]
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  - conf/wise/2006
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Karl Aberer, Zhiyong Peng, Elke A. Rundensteiner, Yanchun Zhang, Xuhui Li:
Web Information Systems - WISE 2006, 7th International Conference on Web Information Systems Engineering, Wuhan, China, October 23-26, 2006, Proceedings. Lecture Notes in Computer Science 4255, Springer 2006, ISBN 3-540-48105-2 [contents]
2005
[j44]
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Maged El-Sayed, Katica Dimitrova, Elke A. Rundensteiner:
Efficiently supporting order in XML query processing. Data Knowl. Eng. 54(3): 355-390 (2005)
[j43]
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  - journals/kais/KoellerR05
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Andreas Koeller, Elke A. Rundensteiner:
A history-driven approach at evolving views under meta data changes. Knowl. Inf. Syst. 8(1): 34-67 (2005)
[j42]
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  - journals/vldb/ClaypoolR05
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Kajal T. Claypool, Elke A. Rundensteiner:
Sync your data: update propagation for heterogeneous protein databases. VLDB J. 14(3): 300-317 (2005)
[c152]
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  - conf/cikm/SutherlandLJR05
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Timothy M. Sutherland, Bin Liu, Mariana Jbantova, Elke A. Rundensteiner:
D-CAPE: distributed and self-tuned continuous query processing. CIKM 2005: 217-218
[c151]
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Songting Chen, Elke A. Rundensteiner:
GPIVOT: Efficient Incremental Maintenance of Complex ROLAP Views. ICDE 2005: 552-563
[c150]
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Bin Liu, Elke A. Rundensteiner:
Cost-Driven General Join View Maintenance over Distributed Data Sources. ICDE 2005: 578-579
[c149]
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Song Wang, Elke A. Rundensteiner, Murali Mani:
Optimization of Nested XQuery Expressions with Orderby Clauses. ICDE Workshops 2005: 1277
[c148]
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Venkatesh Raghavan, Kurt W. Deschler, Elke A. Rundensteiner:
VAMANA - A Scalable Cost-Driven XPath Engine. ICDE Workshops 2005: 1278
[c147]
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Ling Wang, Song Wang, Brian Murphy, Elke A. Rundensteiner:
Order-Sensitive XML Query Processing over Relational Sources: An Algebraic Approach. IDEAS 2005: 175-184
[c146]
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Maged El-Sayed, Elke A. Rundensteiner, Murali Mani:
Incremental Fusion of XML Fragments Through Semantic Identifiers. IDEAS 2005: 369-378
[c145]
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  - conf/ideas/MehtaRW05
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Nishant K. Mehta, Elke A. Rundensteiner, Matthew O. Ward:
A Hierarchy Navigation Framework: Supporting Scalable Interactive Exploration over Large Databases. IDEAS 2005: 425-434
[c144]
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  - conf/ideas/SutherlandZDR05
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Timothy M. Sutherland, Yali Zhu, Luping Ding, Elke A. Rundensteiner:
An Adaptive Multi-Objective Scheduling Selection Framework for Continuous Query Processing. IDEAS 2005: 445-454
[c143]
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Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, Mohammed Maniruzzaman, Richard D. Sisson Jr.:
Learning semantics-preserving distance metrics for clustering graphical data. MDM@KDD 2005: 107-112
[c142]
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Hong Su, Elke A. Rundensteiner, Murali Mani:
Semantic Query Optimization for XQuery over XML Streams. VLDB 2005: 277-288
[c141]
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Bin Liu, Elke A. Rundensteiner:
Revisiting Pipelined Parallelism in Multi-Join Query Processing. VLDB 2005: 829-840
[c140]
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Bin Liu, Yali Zhu, Mariana Jbantova, Bradley Momberger, Elke A. Rundensteiner:
A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries. VLDB 2005: 1338-1341
[c139]
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Li Chen, Elke A. Rundensteiner:
XQuery containment in presence of variable binding dependencies. WWW 2005: 288-297
[p2]
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  - series/ads/RundensteinerDZSP05
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Elke A. Rundensteiner, Luping Ding, Yali Zhu, Timothy M. Sutherland, Bradford Pielech:
CAPE: A Constraint-Aware Adaptive Stream Processing Engine. Stream Data Management 2005: 83-111
2004
[j41]
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  - journals/dke/ChenWR04
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Li Chen, Song Wang, Elke A. Rundensteiner:
Replacement strategies for XQuery caching systems. Data Knowl. Eng. 49(2): 145-175 (2004)
[j40]
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Geraldine E. Rosario, Elke A. Rundensteiner, David C. Brown, Matthew O. Ward, Shiping Huang:
Mapping nominal values to numbers for effective visualization. Inf. Vis. 3(2): 80-95 (2004)
[j39]
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Aparna S. Varde, Makiko Takahashi, Elke A. Rundensteiner, Matthew O. Ward, Mohammed Maniruzzaman, Richard D. Sisson Jr.:
Apriori algorithm and game-of-life for predictive analysis in materials science. Int. J. Knowl. Based Intell. Eng. Syst. 8(4): 213-228 (2004)
[j38]
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Andreas Koeller, Elke A. Rundensteiner:
Incremental Maintenance of Schema-Restructuring Views in SchemaSQL . IEEE Trans. Knowl. Data Eng. 16(9): 1096-1111 (2004)
[j37]
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Songting Chen, Bin Liu, Elke A. Rundensteiner:
Multiversion-based view maintenance over distributed data sources. ACM Trans. Database Syst. 29(4): 675-709 (2004)
[j36]
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Xin Zhang, Lingli Ding, Elke A. Rundensteiner:
Parallel multisource view maintenance. VLDB J. 13(1): 22-48 (2004)
[c138]
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  - conf/bncod/ClaypoolR04
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Kajal T. Claypool, Elke A. Rundensteiner:
AUP: Adaptive Change Propagation Across Data Model Boundaries. BNCOD 2004: 72-83
[c137]
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Aparna S. Varde, Elke A. Rundensteiner, Murali Mani, Mohammed Maniruzzaman, Richard D. Sisson Jr.:
Semantic Extensions to Domain-Specific Markup Languages. CCCT (2) 2004: 55-60
[c136]
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Luping Ding, Elke A. Rundensteiner:
Evaluating window joins over punctuated streams. CIKM 2004: 98-107
[c135]
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  - conf/cikm/LiuRF04
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Bin Liu, Elke A. Rundensteiner, David Finkel:
Restructuring batch view maintenance efficiently. CIKM 2004: 228-229
[c134]
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  - conf/coopis/KoellerR04
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Andreas Koeller, Elke A. Rundensteiner:
Heuristic Strategies for Inclusion Dependency Discovery. CoopIS/DOA/ODBASE (2) 2004: 891-908
[c133]
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Luping Ding, Nishant K. Mehta, Elke A. Rundensteiner, George T. Heineman:
Joining Punctuated Streams. EDBT 2004: 587-604
[c132]
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  - conf/er/WangR04
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Ling Wang, Elke A. Rundensteiner:
On the Updatability of XML Views Published over Relational Data. ER 2004: 795-809
[c131]
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  - conf/icde/ChenCZR04
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Songting Chen, Jun Chen, Xin Zhang, Elke A. Rundensteiner:
Detection and Correction of Conflicting Source Updates for View Maintenance. ICDE 2004: 436-447
[c130]
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  - conf/infovis/YangPHMWR04
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Jing Yang, Anilkumar Patro, Shiping Huang, Nishant K. Mehta, Matthew O. Ward, Elke A. Rundensteiner:
Value and Relation Display for Interactive Exploration of High Dimensional Datasets. INFOVIS 2004: 73-80
[c129]
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Wei Peng, Matthew O. Ward, Elke A. Rundensteiner:
Clutter Reduction in Multi-Dimensional Data Visualization Using Dimension Reordering. INFOVIS 2004: 89-96
[c128]
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Yali Zhu, Elke A. Rundensteiner, George T. Heineman:
Dynamic Plan Migration for Continuous Queries Over Data Streams. SIGMOD Conference 2004: 431-442
[c127]
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Hong Su, Elke A. Rundensteiner, Murali Mani:
Semantic Query Optimization in an Automata-Algebra Combined XQuery Engine over XML Streams. VLDB 2004: 1293-1296
[c126]
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Elke A. Rundensteiner, Luping Ding, Timothy M. Sutherland, Yali Zhu, Bradford Pielech, Nishant K. Mehta:
CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity. VLDB 2004: 1353-1356
[c125]
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Maged El-Sayed, Carolina Ruiz, Elke A. Rundensteiner:
FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs. WIDM 2004: 128-135
2003
[j35]
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  - journals/cg/YangWR03
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Jing Yang, Matthew O. Ward, Elke A. Rundensteiner:
Interactive hierarchical displays: a general framework for visualization and exploration of large multivariate data sets. Comput. Graph. 27(2): 265-283 (2003)
[j34]
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Jing Yang, Matthew O. Ward, Elke A. Rundensteiner, Anilkumar Patro:
InterRing: a visual interface for navigating and manipulating hierarchies. Inf. Vis. 2(1): 16-30 (2003)
[c124]
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  - conf/cikm/SuJR03
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Hong Su, Jinhui Jian, Elke A. Rundensteiner:
Raindrop: a uniform and layered algebraic framework for XQueries on XML streams. CIKM 2003: 279-286
[c123]
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  - conf/cikm/DeschlerR03
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Kurt W. Deschler, Elke A. Rundensteiner:
MASS: a multi-axis storage structure for large XML documents. CIKM 2003: 520-523
[c122]
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Jing Yang, Matthew O. Ward, Elke A. Rundensteiner:
Hierarchical exploration of large multivariate data sets. Data Visualization: The State of the Art 2003: 201-212
[c121]
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  - conf/dasfaa/ClaypoolR03
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Kajal T. Claypool, Elke A. Rundensteiner:
Gangam: A Transformation Modeling Framework. DASFAA 2003: 47-54
[c120]
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  - conf/dasfaa/DoshiRW03
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Punit R. Doshi, Elke A. Rundensteiner, Matthew O. Ward:
Prefetching for Visual Data Exploratio. DASFAA 2003: 195-202
[c119]
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Luping Ding, Elke A. Rundensteiner, George T. Heineman:
MJoin: a metadata-aware stream join operator. DEBS 2003
[c118]
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  - conf/er/DimitrovaER03
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Katica Dimitrova, Maged El-Sayed, Elke A. Rundensteiner:
Order-Sensitive View Maintenance of Materialized XQuery Views. ER 2003: 144-157
[c117]
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  - conf/er/JianSR03
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Jinhui Jian, Hong Su, Elke A. Rundensteiner:
Automaton Meets Query Algebra: Towards a Unified Model for XQuery Evaluation over XML Data Streams. ER 2003: 172-185
[c116]
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  - conf/icde/KoellerR03
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Andreas Koeller, Elke A. Rundensteiner:
Discovery of High-Dimensional. ICDE 2003: 683-685
[c115]
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Kajal T. Claypool, Elke A. Rundensteiner:
Sangam: A Framework for Modeling Heterogeneous Database Transformations. ICEIS (1) 2003: 219-224
[c114]
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Aparna S. Varde, Makiko Takahashi, Elke A. Rundensteiner, Matthew O. Ward, Mohammed Maniruzzaman, Richard D. Sisson Jr.:
QuenchMinerTM: Decision Support for Optimization of Heat Treating Processes. IICAI 2003: 993-1002
[c113]
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Jing Yang, Wei Peng, Matthew O. Ward, Elke A. Rundensteiner:
Interactive Hierarchical Dimension Ordering, Spacing and Filtering for Exploration of High Dimensional Datasets. INFOVIS 2003: 105-112
[c112]
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  - conf/infovis/RosarioRBW03
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Geraldine E. Rosario, Elke A. Rundensteiner, David C. Brown, Matthew O. Ward:
Mapping Nominal Values to Numbers for Effective Visualization. INFOVIS 2003: 113-120
[c111]
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  - conf/sigmod/ZhangDWEMPMDR03
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Xin Zhang, Katica Dimitrova, Ling Wang, Maged El-Sayed, Brian Murphy, Bradford Pielech, Mukesh Mulchandani, Luping Ding, Elke A. Rundensteiner:
Rainbow: Multi-XQuery Optimization Using Materialized XML Views. SIGMOD Conference 2003: 671
[c110]
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  - conf/ssdbm/DoshiRRW03
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Punit R. Doshi, Geraldine E. Rosario, Elke A. Rundensteiner, Matthew O. Ward:
A Strategy Selection Framework for Adaptive Prefetching in Data Visualization. SSDBM 2003: 107-116
[c109]
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  - conf/vissym/YangWRH03
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Jing Yang, Matthew O. Ward, Elke A. Rundensteiner, Shiping Huang:
Visual Hierarchical Dimension Reduction for Exploration of High Dimensional Datasets. VisSym 2003: 19-28
[c108]
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  - conf/widm/El-SayedDR03
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Maged El-Sayed, Katica Dimitrova, Elke A. Rundensteiner:
Efficiently supporting order in XML query processing. WIDM 2003: 147-154
[c107]
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  - conf/xsym/WangMR03
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Ling Wang, Mukesh Mulchandani, Elke A. Rundensteiner:
Updating XQuery Views Published over Relational Data: A Roundtrip Case Study. Xsym 2003: 223-237
2002
[j33]
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  - journals/geoinformatica/ChenCR02
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Li Chen, Rupesh Choubey, Elke A. Rundensteiner:
Merging R-Trees: Efficient Strategies for Local Bulk Insertion. GeoInformatica 6(1): 7-34 (2002)
[j32]
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Xin Zhang, Elke A. Rundensteiner:
Integrating the maintenance and synchronization of data warehouses using a cooperative framework. Inf. Syst. 27(4): 219-243 (2002)
[j31]
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  - journals/tkde/LeeNR02
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Amy J. Lee, Anisoara Nica, Elke A. Rundensteiner:
The EVE Approach: View Synchronization in Dynamic Distributed Environments. IEEE Trans. Knowl. Data Eng. 14(5): 931-954 (2002)
[c106]
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Bin Liu, Songting Chen, Elke A. Rundensteiner:
Batch data warehouse maintenance in dynamic environments. CIKM 2002: 68-75
[c105]
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  dblp key:
  - conf/dawak/LiuCR02
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Bin Liu, Songting Chen, Elke A. Rundensteiner:
A Transactional Approach to Parallel Data Warehouse Maintenance. DaWaK 2002: 307-316
[c104]
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  - conf/dexa/VardeR02
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Aparna S. Varde, Elke A. Rundensteiner:
MEDWRAP: Consistent View Maintenance over Distributed Multi-relation Sources. DEXA 2002: 341-350
[c103]
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  - conf/edbt/KoellerR02
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Andreas Koeller, Elke A. Rundensteiner:
Incremental Maintenance of Schema-Restructuring Views. EDBT 2002: 354-371
[c102]
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  dblp key:
  - conf/er/SuKCDGLR02
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Hong Su, Bintou Kane, Victor Chen, Cuong Diep, De Ming Guan, Jennifer Look, Elke A. Rundensteiner:
A Lightweight XML Constraint Check and Update Framework. ER (Workshops) 2002: 39-50
[c101]
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  - conf/er/ChenCR02
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Jun Chen, Songting Chen, Elke A. Rundensteiner:
A Transactional Model for Data Warehouse Maintenance. ER 2002: 247-262
[c100]
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  - conf/infovis/YangWR02
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Jing Yang, Matthew O. Ward, Elke A. Rundensteiner:
InterRing: An Interactive Tool for Visually Navigating and Manipulating Hierarchical Structures. INFOVIS 2002: 77-84
[c99]
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  - conf/sigmod/ZhangMCMR02
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Xin Zhang, Mukesh Mulchandani, Steffen Christ, Brian Murphy, Elke A. Rundensteiner:
Rainbow: mapping-driven XQuery processing system. SIGMOD Conference 2002: 614
[c98]
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  - conf/sigmod/ChenRW02
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Li Chen, Elke A. Rundensteiner, Song Wang:
XCache: a semantic caching system for XML queries. SIGMOD Conference 2002: 618
[c97]
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  - conf/sigmod/RundensteinerWYD02
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Elke A. Rundensteiner, Matthew O. Ward, Jing Yang, Punit R. Doshi:
XmdvTool: visual interactive data exploration and trend discovery of high-dimensional data sets. SIGMOD Conference 2002: 631
[c96]
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  - electronic edition @ ucsd.edu (open access)
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Li Chen, Elke A. Rundensteiner:
XCache: XQuery-based Caching System. WebDB 2002: 31-36
[c95]
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  - conf/widm/KaneSR02
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Bintou Kane, Hong Su, Elke A. Rundensteiner:
Consistently updating XML documents using incremental constraint check queries. WIDM 2002: 1-8
[c94]
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  dblp key:
  - conf/widm/ZhangPR02
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Xin Zhang, Bradford Pielech, Elke A. Rundensteiner:
Honey, I shrunk the XQuery!: an XML algebra optimization approach. WIDM 2002: 15-22
[c93]
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  - conf/widm/ChenWCRHR02
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  persistent URL:
  - https://dblp.org/rec/conf/widm/ChenWCRHR02
Li Chen, Song Wang, Elizabeth Cash, Burke Ryder, Ian Hobbs, Elke A. Rundensteiner:
A fine-grained replacement strategy for XML query cache. WIDM 2002: 76-83
[c92]
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Maged El-Sayed, Ling Wang, Luping Ding, Elke A. Rundensteiner:
An algebraic approach for incremental maintenance of materialized XQuery views. WIDM 2002: 88-91
2001
[j30]
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  - journals/dke/ClaypoolRH01
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Kajal T. Claypool, Elke A. Rundensteiner, George T. Heineman:
ROVER: flexible yet consistent evolution of relationships. Data Knowl. Eng. 39(1): 27-50 (2001)
[j29]
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Sudhir Kaushik, Elke A. Rundensteiner:
SEE: A Spatial Exploration Environment Based on a Direct-Manipulation Paradigm. IEEE Trans. Knowl. Data Eng. 13(4): 654-670 (2001)
[c91]
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Xin Zhang, Lingli Ding, Elke A. Rundensteiner:
PVM: Parallel View Maintenance under Concurrent Data Updates of Distributed Sources. DaWaK 2001: 230-239
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Kurt W. Deschler, Elke A. Rundensteiner:
B⁺ Retake: Sustaining High Volume Inserts into Large Data Pages. DOLAP 2001: 56-63
[c89]
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Li Chen, Elke A. Rundensteiner, Afshan Ally, Rice Chen, Weidong Kou:
Active Page Generation via Customizing XML for Data Beans in E-Commerce Applications. ISEC 2001: 79-97
[c88]
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Hong Su, Diane Kramer, Li Chen, Kajal T. Claypool, Elke A. Rundensteiner:
XEM: Managing the evolution of XML Documents. RIDE-DM 2001: 103-110
[c87]
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Xin Zhang, Gail Mitchell, Wang-Chien Lee, Elke A. Rundensteiner:
Clock: Synchronizing Internal Relational Storage with External XML Documents. RIDE-DM 2001: 111-118
[c86]
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Kajal T. Claypool, Elke A. Rundensteiner, Xin Zhang, Hong Su, Harumi A. Kuno, Wang-Chien Lee, Gail Mitchell:
Gangam - A Solution to Support Multiple Data Models, their Mappings and Maintenance. SIGMOD Conference 2001: 606
[c85]
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Jun Chen, Xin Zhang, Songting Chen, Andreas Koeller, Elke A. Rundensteiner:
DyDa: Data Warehouse Maintenance in Fully Concurrent Environments. SIGMOD Conference 2001: 619
[c84]
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Hong Su, Harumi A. Kuno, Elke A. Rundensteiner:
Automating the transformation of XML documents. WIDM 2001: 68-75
2000
[j28]
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Elke A. Rundensteiner, Andreas Koeller, Xin Zhang:
Maintaining Data Warehouses over Changing Information Sources. Commun. ACM 43(6): 57-62 (2000)
[j27]
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Elke A. Rundensteiner:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 23(1): 3 (2000)
[j26]
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Kajal T. Claypool, Li Chen, Elke A. Rundensteiner:
Personal Views for Web Catalogs. IEEE Data Eng. Bull. 23(1): 10-16 (2000)
[j25]
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Viviane Crestana-Jensen, Amy J. Lee, Elke A. Rundensteiner:
Consistent Schema Version Removal: An Optimization Technique for Object-Oriented Views. IEEE Trans. Knowl. Data Eng. 12(2): 261-280 (2000)
[j24]
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Ying-Huey Fua, Matthew O. Ward, Elke A. Rundensteiner:
Structure-Based Brushes: A Mechanism for Navigating Hierarchically Organized Data and Information Spaces. IEEE Trans. Vis. Comput. Graph. 6(2): 150-159 (2000)
[j23]
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Li Chen, Kajal T. Claypool, Elke A. Rundensteiner:
SERFing the web: The Re-Web approach for web re-structuring. World Wide Web 3(2): 95-109 (2000)
[c83]
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Xin Zhang, Elke A. Rundensteiner:
DyDa: Dynamic Data Warehouse Maintenance in a Fully Concurrent Environment. DaWaK 2000: 94-103
[c82]
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Lingli Ding, Xin Zhang, Elke A. Rundensteiner:
Scalable Maintenance of Multiple Interrelated Data Warehousing Systems. DaWaK 2000: 104-113
[c81]
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Andreas Koeller, Elke A. Rundensteiner:
History-Driven View Synchronization. DaWaK 2000: 168-177
[c80]
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Ionel D. Stroe, Elke A. Rundensteiner, Matthew O. Ward:
Scalable Visual Hierarchy Exploration. DEXA 2000: 784-793
[c79]
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Kajal T. Claypool, Elke A. Rundensteiner, George T. Heineman:
ROVER: A Framework for the Evolution of Relationships. ER 2000: 409-422
[c78]
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Kajal T. Claypool, Elke A. Rundensteiner, George T. Heineman:
Evolving the Software of a Schema Evolution System. FMLDO 2000: 68-84
[c77]
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Hong Su, Kajal T. Claypool, Elke A. Rundensteiner:
Extending the Object Query Language for Transparent Metadata Access. FMLDO 2000: 182-201
[c76]
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Kajal T. Claypool, Chandrakant Natarajan, Elke A. Rundensteiner:
Optimizing Performance of Schema Evolution Sequences. Objects and Databases 2000: 114-127
[c75]
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Elke A. Rundensteiner, Kajal T. Claypool, Li Chen, Hong Su, Keiji Oenoki:
SERFing the Web: Web Site Management Made Easy. SIGMOD Conference 2000: 585
[c74]
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Luping Quan, Li Chen, Elke A. Rundensteiner:
Argos: Efficient Refresh in an XQL-Based Web Caching System. WebDB (Informal Proceedings) 2000: 23-28
[c73]
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Luping Quan, Li Chen, Elke A. Rundensteiner:
Argos: Efficient Refresh in an XQL-Based Web Caching System. WebDB (Selected Papers) 2000: 78-91
[c72]
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Li Chen, Elke A. Rundensteiner:
Aggregate Path Index for Incremental Web View Maintenance. WECWIS 2000: 231-238

1990 – 1999

see FAQ

What is the meaning of the colors in the publication lists?

1999
[j22]
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Elke A. Rundensteiner:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 22(1): 2 (1999)
[j21]
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Kajal T. Claypool, Elke A. Rundensteiner:
Flexible Database Transformations: Teh SERF Approach. IEEE Data Eng. Bull. 22(1): 19-24 (1999)
[j20]
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Nauman A. Chaudhry, James R. Moyne, Elke A. Rundensteiner:
An Extended Database Design Methodology for Uncertain Data Management. Inf. Sci. 121(1-2): 83-112 (1999)
[j19]
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Elisa Bertino, Susan Darling Urban, Elke A. Rundensteiner:
Object-Oriented Databases and Applications - Selected Papers from ICDE'98. Theory Pract. Object Syst. 5(3): 125 (1999)
[c71]
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Lingli Ding, Xin Zhang, Elke A. Rundensteiner:
The MRE Wrapper Approach: Enabling Incremental View Maintenance of Data Warehouses Defined on Multi-Relation Information Sources. DOLAP 1999: 30-35
[c70]
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Xin Zhang, Elke A. Rundensteiner:
Data Warehouse Maintenance under Concurrent Schema and Data Updates. ICDE 1999: 253
[c69]
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Amy J. Lee, Andreas Koeller, Anisoara Nica, Elke A. Rundensteiner:
Data Warehouse Evolution: Trade-Offs between Quality and Cost of Query Rewritings. ICDE 1999: 255
[c68]
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Xin Zhang, Elke A. Rundensteiner:
The SDCC Framework for Integrating Existing Algorithms for Diverse Data Warehouse Maintenance Tasks. IDEAS 1999: 206-214
[c67]
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Anisoara Nica, Elke A. Rundensteiner:
View Maintenance after View Synchronization. IDEAS 1999: 215-213
[c66]
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Ying-Huey Fua, Matthew O. Ward, Elke A. Rundensteiner:
Navigating Hierarchies with Structure-Based Brushes. INFOVIS 1999: 58-64
[c65]
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Elke A. Rundensteiner, Andreas Koeller, Xin Zhang, Amber van Wyk, Yong Li, Amy J. Lee, Anisoara Nica:
Evolvable View Environment (EVE): Non-Equivalent View Maintenance under Schema Changes. SIGMOD Conference 1999: 553-555
[c64]
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Elke A. Rundensteiner, Kajal T. Claypool, Ming Li, Li Chen, Xin Zhang, Chandrakant Natarajan, Jing Jin, Stacia De Lima, S. Weiner:
SERF: ODMG-Based Generic Re-structuring Facility. SIGMOD Conference 1999: 568-570
[c63]
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Rupesh Choubey, Li Chen, Elke A. Rundensteiner:
GBI: A Generalized R-Tree Bulk-Insertion Strategy. SSD 1999: 91-108
[c62]
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Ying-Huey Fua, Matthew O. Ward, Elke A. Rundensteiner:
Hierarchical Parallel Coordinates for Exploration of Large Datasets. IEEE Visualization 1999: 43-50
1998
[j18]
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Yun-Wu Huang, Matthew C. Jones, Elke A. Rundensteiner:
Symbolic Intersect Detection: A Method for Improving Spatial Intersect Joins. GeoInformatica 2(2): 149-174 (1998)
[j17]
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Anisoara Nica, Elke A. Rundensteiner:
Loosely-Specified Query Processing in Large-Scale Information Systems. Int. J. Cooperative Inf. Syst. 7(1): 77-104 (1998)
[j16]
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Ning Jing, Yun-Wu Huang, Elke A. Rundensteiner:
Hierarchical Encoded Path Views for Path Query Processing: An Optimal Model and Its Performance Evaluation. IEEE Trans. Knowl. Data Eng. 10(3): 409-432 (1998)
[j15]
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Harumi A. Kuno, Elke A. Rundensteiner:
Incremental Maintenance of Materialized Object-Oriented Views in MultiView: Strategies and Performance Evaluation. IEEE Trans. Knowl. Data Eng. 10(5): 768-792 (1998)
[c61]
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Stacie Hibino, Elke A. Rundensteiner:
Comparing MMVIS to a timeline for temporal trend analysis of video data. AVI 1998: 195-204
[c60]
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Kajal T. Claypool, Jing Jin, Elke A. Rundensteiner:
OQL_SERF: an ODMG implementation of the template-based schema evolution framework. CASCON 1998: 9
[c59]
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Kajal T. Claypool, Jing Jin, Elke A. Rundensteiner:
SERF: Schema Evalution through an Extensible, Re-usable and Flexible Framework. CIKM 1998: 314-321
[c58]
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Sudhir Kaushik, Elke A. Rundensteiner:
SVIQUEL: A Spatial Visual Query and Exploration Language. DEXA 1998: 290-299
[c57]
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Anisoara Nica, Elke A. Rundensteiner:
Using Containment Information for View Evolution in Dynamic Distributed Environments. DEXA Workshop 1998: 212-217
[c56]
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Andreas Koeller, Elke A. Rundensteiner, Nabil I. Hachem:
Integrating the Rewriting and Ranking Phases of View Synchronization. DOLAP 1998: 60-65
[c55]
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Anisoara Nica, Amy J. Lee, Elke A. Rundensteiner:
The CVS Algorithm for View Synchronization in Evolvable Large-Scale Information Systems. EDBT 1998: 359-373
[c54]
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Li Chen, Rupesh Choubey, Elke A. Rundensteiner:
Bulk-Insertions info R-Trees Using the Small-Tree-Large-Tree Approach. ACM-GIS 1998: 161-162
[c53]
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Nauman A. Chaudhry, James R. Moyne, Elke A. Rundensteiner:
A Formal Model for Rule Inheritance and Overriding in Active Object-Oriented Databases. IADT 1998: 128-135
[c52]
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Stacie Hibino, Elke A. Rundensteiner:
Processing Incremental Multidimensional Range Queries in a Direct Manipulation Visual Query. ICDE 1998: 458-465
[c51]
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  - conf/rtas/ZhouSR98
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Lei Zhou, Kang G. Shin, Elke A. Rundensteiner:
Rate-Monotonic Scheduling in the Presence of Timing Unpredictability. IEEE Real Time Technology and Applications Symposium 1998: 22-27
[c50]
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Amy J. Lee, Elke A. Rundensteiner:
Data warehouse evolution: consistent meta data management. SMC 1998: 2726-2731
[c49]
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Richard J. Resnick, Matthew O. Ward, Elke A. Rundensteiner:
FED - A Framework for Iterative Data Selection in Exploratory Visualization. SSDBM 1998: 180-189
[c48]
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Sudhir Kaushik, Elke A. Rundensteiner:
Direct Manipulation Spatial Exploration Using SVIQUEL. VDB 1998: 179-185
[c47]
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Kajal T. Claypool, Elke A. Rundensteiner, Li Chen, Bhupesh Kothari:
Re-usable ODMG-based Templates for Web View Generation and Restructuring. Workshop on Web Information and Data Management 1998: 53-56
1997
[j14]
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Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner:
A Hierarchical Path View Model for Path Finding in Intelligent Transportation Systems. GeoInformatica 1(2): 125-159 (1997)
[j13]
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Anisoara Nica, Elke A. Rundensteiner:
Loosely-Specified Query Processing in Large-Scale Information Systems. Int. J. Cooperative Inf. Syst. 6(3-4): 241-268 (1997)
[j12]
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Young-Gook Ra, Elke A. Rundensteiner:
A Transparent Schema-Evolution System Based on Object-Oriented View Technology. IEEE Trans. Knowl. Data Eng. 9(4): 600-624 (1997)
[j11]
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Lei Zhou, Elke A. Rundensteiner, Kang G. Shin:
Schema Evolution of an Object-Oriented Real-Time Database System for Manufacturing Automation. IEEE Trans. Knowl. Data Eng. 9(6): 956-977 (1997)
[c46]
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Amy J. Lee, Anisoara Nica, Elke A. Rundensteiner:
Keeping virtual information resources up and running. CASCON 1997: 13
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Matthew C. Jones, Elke A. Rundensteiner:
View Materialization Techniques for Complex Hierarchical Objects. CIKM 1997: 222-229
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Anisoara Nica, Elke A. Rundensteiner:
DIIM: A Foundation for Translating Loosely-Specified Queries into Executable Plans in Large-Scale Information Systems. CoopIS 1997: 213-222
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Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner:
Integrated Query Processing Strategies for Spatial Path Queries. ICDE 1997: 477-486
[c42]
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Elke A. Rundensteiner, Amy J. Lee, Anisoara Nica:
On Preserving Views in Evolving Environments. KRDB 1997: 13.1-13.11
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Stacie Hibino, Elke A. Rundensteiner:
User Interface Evaluation of a Direct Manipulation Temporal Visual Query Language. ACM Multimedia 1997: 99-107
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Yun-Wu Huang, Matthew C. Jones, Elke A. Rundensteiner:
Improving Spatial Intersect Joins Using Symbolic Intersect Detection. SSD 1997: 165-177
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Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner:
A Cost Model for Estimating the Performance of Spatial Joins Using R-trees. SSDBM 1997: 30-38
[c38]
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Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner:
Spatial Joins Using R-trees: Breadth-First Traversal with Global Optimizations. VLDB 1997: 396-405
1996
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Daniel E. Atkins, William P. Birmingham, Edmund H. Durfee, Eric J. Glover, Tracy Mullen, Elke A. Rundensteiner, Elliot Soloway, José M. Vidal, Raven Wallace, Michael P. Wellman:
Toward Inquiry-Based Education Through Interacting Software Agents. Computer 29(5): 69-76 (1996)
[j9]
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Harumi A. Kuno, Elke A. Rundensteiner:
The MultiView OODB View System: Design and Implementation. Theory Pract. Object Syst. 2(3): 202-225 (1996)
[c37]
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Viviane M. Crestana, Amy J. Lee, Elke A. Rundensteiner:
Sustaining software interoperability via shared, evolving object repositories: system optimization and evaluation. CASCON 1996: 7
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Stacie Hibino, Elke A. Rundensteiner:
MMVIS: A Multimedia Visual Information Seeking Environment for Video Analysis. CHI Conference Companion 1996: 15-16
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Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner:
Effective Graph Clustering for Path Queries in Digital Map Databases. CIKM 1996: 215-222
[c34]
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Ning Jing, Yun-Wu Huang, Elke A. Rundensteiner:
Hierarchical Optimization of Optimal Path Finding for Transportation Applications. CIKM 1996: 261-268
[c33]
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Elke A. Rundensteiner:
Objected-Oriented View Technology: Challenges and Promises. CODAS 1996: 299-308
[c32]
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Harumi A. Kuno, Elke A. Rundensteiner:
Incremental Maintenance of Materialized Path Query OODB Views. CODAS 1996: 329-336
[c31]
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Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner:
Path Queries for Transportation Networks: Dynamic Reordering and Sliding Window Paging Techniques. ACM-GIS 1996: 9-16
[c30]
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Harumi A. Kuno, Elke A. Rundensteiner:
Using Object-Oriented Principles to Optimize Update Propagation to Materialized Views. ICDE 1996: 310-317
[c29]
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Stacie Hibino, Elke A. Rundensteiner:
MMVIS: Design and Implementation of a Multimedia Visual Information Seeking Environment. ACM Multimedia 1996: 75-86
[c28]
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Harumi A. Kuno, Elke A. Rundensteiner:
Augmented Inherited Multi-Index Structure for Maintenaince of Materialized Path Query Views. RIDE-NDS 1996: 128-137
[c27]
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Viviane Crestana-Taube, Elke A. Rundensteiner:
Consistent View Removal in Transparent Schema Evolution Systems. RIDE-NDS 1996: 138-147
[c26]
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Lei Zhou, Kang G. Shin, Elke A. Rundensteiner, Nandit Soparkar:
Probabilistic Real-Time Data Access with Interval Constraints. RTDB 1996: 14-21
[c25]
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Elke A. Rundensteiner, Harumi A. Kuno, Young-Gook Ra, Viviane Crestana-Taube, Matthew C. Jones, Pedro José Marrón:
The MultiView Project: Object-Oriented View Technology and Applications. SIGMOD Conference 1996: 555
[p1]
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Stacie Hibino, Elke A. Rundensteiner:
A Visual Multimedia Query Language for Temporal Analysis of Video Data. Multimedia Database Systems 1996: 123-159
1995
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Amy J. Lee, Elke A. Rundensteiner, Spencer Thomas:
An active OODB system for genome physical map assembly. Inf. Syst. 20(2): 97-126 (1995)
[c24]
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Anisoara Nica, Elke A. Rundensteiner:
Uniform Structured Document Handling using a Constraint-based Object Approach. ADL 1995: 83-101
[c23]
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Young-Gook Ra, Elke A. Rundensteiner:
Towards Supporting Hard Schema Changes in TSE. CIKM 1995: 290-295
[c22]
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Lei Zhou, Elke A. Rundensteiner, Kang G. Shin:
OODB Support for Real-Time Open-Architecture Controllers. DASFAA 1995: 206-213
[c21]
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Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner:
Hierarchical Path Views: A Model Based on Fragmentation and Transportation Road Types. ACM-GIS 1995: 93-
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S. W. Thomas, Elke A. Rundensteiner, Amy J. Lee:
Visualization and database tools for YAC and cosmid contig construction. HICSS (5) 1995: 4-13
[c19]
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Young-Gook Ra, Elke A. Rundensteiner:
A Transparent Object-Oriented Schema Change Approach Using View Evolution. ICDE 1995: 165-172
[c18]
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Stacie Hibino, Elke A. Rundensteiner:
A Visual Query Language for Identifying Temporal Rends in Video Data. IW-MMDBMS 1995: 74-81
[c17]
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Harumi A. Kuno, Elke A. Rundensteiner:
Materialized Object-Oriented Views in MultiView. RIDE-DOM 1995: 78-85
1994
[j7]
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Elke A. Rundensteiner, Lubomir Bic, Jonathan P. Gilbert, Meng-Lai Yin:
Set Restrictions for Semantic Groupings. IEEE Trans. Knowl. Data Eng. 6(2): 193-204 (1994)
[c16]
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Young-Gook Ra, Elke A. Rundensteiner:
OODB support for providing transparent schema changes. CASCON 1994: 57
[c15]
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Elke A. Rundensteiner:
A Classification Algorithm for Supporting Object-Oriented Views. CIKM 1994: 18-25
[c14]
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Nauman A. Chaudhry, James R. Moyne, Elke A. Rundensteiner:
A Design Methodology for Databases with Uncertain Data. SSDBM 1994: 32-41
[c13]
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Amy J. Lee, Elke A. Rundensteiner, Spencer Thomas:
Physical Map Assembler: An Active Object-Oriented Database for Human Genome Applications. SSDBM 1994: 128-137
1993
[j6]
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Elke A. Rundensteiner, Daniel D. Gajski, Lubomir Bic:
Component synthesis from functional descriptions. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 12(9): 1287-1299 (1993)
[c12]
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Harumi A. Kuno, Elke A. Rundensteiner:
Developing an object-oriented view management system. CASCON 1993: 548-562
[c11]
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Amy J. Lee, Elke A. Rundensteiner, Spencer Thomas, Stéphane Lafortune:
An Information Model for Human Genome Map Representation and Assembly. CIKM 1993: 75-84
[c10]
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Elke A. Rundensteiner:
Tools for View Generation in Object-Oriented Databases. CIKM 1993: 635-644
[c9]
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Elke A. Rundensteiner:
Design tool integration using object-oriented database views. ICCAD 1993: 104-107
1992
[j5]
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Elke A. Rundensteiner, Lubomir Bic:
Set Operations in Object-Based Data Models. IEEE Trans. Knowl. Data Eng. 4(4): 382-398 (1992)
[c8]
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Elke A. Rundensteiner, Daniel Gajski:
Functional Synthesis Using Area and Delay Optimization. DAC 1992: 291-296
[c7]
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Elke A. Rundensteiner:
Multiview: A Methodology for Supporting Multiple Views in Object-Oriented Databases. VLDB 1992: 187-198
1991
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Elke A. Rundensteiner, Lubomir Bic:
Evaluating aggregates in possibilistic relational databases. Data Knowl. Eng. 7: 239-267 (1991)
[c6]
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Elke A. Rundensteiner, Lubomir Bic, Jonathan P. Gilbert, Meng-Lai Yin:
Restricting Is-A Related Groupings Using Object Equivalence. DASFAA 1991: 136-145
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Elke A. Rundensteiner, Lubomir Bic, Jonathan P. Gilbert, Meng-Lai Yin:
A Semantic Integrity Framework: Set Restrictions for Semantic Groupings. ICDE 1991: 710-717
1990
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Lois Wright Hawkes, Sharon J. Derry, Elke A. Rundensteiner:
Individualized Tutoring Using an Intelligent Fuzzy Temporal Relational Database. Int. J. Man Mach. Stud. 33(4): 409-429 (1990)
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Elke A. Rundensteiner, Lubomir Bic:
Set Operations in a Data Model Supporting Complex Objects. EDBT 1990: 286-300
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Elke A. Rundensteiner, Daniel Gajski, Lubomir Bic:
The Component Sythesis Algorithm: Technology Mapping for Register Transfer Descriptions. ICCAD 1990: 208-211

1980 – 1989

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1989
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Elke A. Rundensteiner, Lois Wright Hawkes, Wyllis Bandler:
On nearness measures in fuzzy relational data models. Int. J. Approx. Reason. 3(3): 267-298 (1989)
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Elke A. Rundensteiner, Lubomir Bic:
Aggregates in Possibilistic Databases. VLDB 1989: 287-295
1988
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Elke A. Rundensteiner, Lois Wright Hawkes, Wyllis Bandler:
Set-valued temporal knowledge representation for fuzzy temporal retrieval in ICAI. Int. J. Approx. Reason. 2(2): 107 (1988)
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Elke A. Rundensteiner:
The Role of AI in Databases versus the Role of Database Theory in AI: An Opinion. DS-3 1988: 233-252

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