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Ahmed Abbasi
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2020 – today
- 2024
- [j46]Ahmed Abbasi, Jeffrey Parsons, Gautam Pant, Olivia R. Liu Sheng, Suprateek Sarker:
Pathways for Design Research on Artificial Intelligence. Inf. Syst. Res. 35(2): 441-459 (2024) - [j45]Ahmed Abbasi, Robin Dillon, H. Raghav Rao, Olivia R. Liu Sheng:
Preparedness and Response in the Century of Disasters: Overview of Information Systems Research Frontiers. Inf. Syst. Res. 35(2): 460-468 (2024) - [j44]Zifan Jiang
, Salman Seyedi
, Emily Griner
, Ahmed Abbasi
, Ali Bahrami Rad
, Hyeokhyen Kwon
, Robert O. Cotes
, Gari D. Clifford
:
Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns. IEEE J. Biomed. Health Informatics 28(3): 1680-1691 (2024) - [j43]John P. Lalor
, Ahmed Abbasi
, Kezia Oketch
, Yi Yang
, Nicole Forsgren
:
Should Fairness be a Metric or a Model? A Model-based Framework for Assessing Bias in Machine Learning Pipelines. ACM Trans. Inf. Syst. 42(4): 99:1-99:41 (2024) - [i14]Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi, Yiyu Shi:
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models. CoRR abs/2402.06696 (2024) - [i13]Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi:
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices. CoRR abs/2406.03777 (2024) - 2023
- [j42]Kai Yang
, Raymond Y. K. Lau
, Ahmed Abbasi
:
Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality. Inf. Syst. Res. 34(1): 194-222 (2023) - [j41]Ahmed Abbasi, Roger H. L. Chiang, Jennifer Xu:
Data Science for Social Good. J. Assoc. Inf. Syst. 24(6): 10 (2023) - [j40]Sriram Somanchi
, Ahmed Abbasi
, Ken Kelley
, David G. Dobolyi
, Ted Tao Yuan
:
Examining User Heterogeneity in Digital Experiments. ACM Trans. Inf. Syst. 41(4): 100:1-100:34 (2023) - [i12]Marialena Bevilacqua, Kezia Oketch, Ruiyang Qin, Will Stamey, Xinyuan Zhang, Yi Gan, Kai Yang, Ahmed Abbasi:
When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs. CoRR abs/2309.14488 (2023) - [i11]Hanyu Duan, Yixuan Tang, Yi Yang, Ahmed Abbasi, Kar Yan Tam:
Exploring the Relationship between In-Context Learning and Instruction Tuning. CoRR abs/2311.10367 (2023) - [i10]Yi Yang, Hanyu Duan, Ahmed Abbasi, John P. Lalor, Kar Yan Tam:
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads. CoRR abs/2311.10395 (2023) - [i9]Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi:
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. CoRR abs/2311.12275 (2023) - [i8]Ahmed Abbasi, Roger H. L. Chiang, Jennifer J. Xu:
Data Science for Social Good. CoRR abs/2311.14683 (2023) - 2022
- [j39]Ahmed Abbasi, Abdul Rehman Javed
, Amanullah Yasin, Zunera Jalil
, Natalia Kryvinska
, Usman Tariq
:
A Large-Scale Benchmark Dataset for Anomaly Detection and Rare Event Classification for Audio Forensics. IEEE Access 10: 38885-38894 (2022) - [j38]Faizan Ahmad, Ahmed Abbasi
, Brent Kitchens
, Donald A. Adjeroh, Daniel Zeng:
Deep Learning for Adverse Event Detection From Web Search. IEEE Trans. Knowl. Data Eng. 34(6): 2681-2695 (2022) - [c34]Yue Guo
, Yi Yang, Ahmed Abbasi
:
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts. ACL (1) 2022: 1012-1023 - [c33]Farkhund Iqbal, Ahmed Abbasi, Abdul Rehman Javed, Zunera Jalil, Jamal N. Al-Karaki:
Deepfake Audio Detection Via Feature Engineering And Machine Learning. CIKM Workshops 2022 - [c32]Hanyu Duan, Yi Yang, Ahmed Abbasi
, Kar Yan Tam:
BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection. EMNLP (Findings) 2022: 750-764 - [c31]John Lalor, Yi Yang, Kendall Smith, Nicole Forsgren, Ahmed Abbasi
:
Benchmarking Intersectional Biases in NLP. NAACL-HLT 2022: 3598-3609 - 2021
- [j37]Farkhund Iqbal
, Rabia Batool, Benjamin C. M. Fung
, Saiqa Aleem
, Ahmed Abbasi, Abdul Rehman Javed
:
Toward Tweet-Mining Framework for Extracting Terrorist Attack-Related Information and Reporting. IEEE Access 9: 115535-115547 (2021) - [j36]Yan Chen
, Fatemeh Mariam Zahedi, Ahmed Abbasi
, David G. Dobolyi
:
Trust calibration of automated security IT artifacts: A multi-domain study of phishing-website detection tools. Inf. Manag. 58(1): 103394 (2021) - [j35]Ahmed Abbasi
, David G. Dobolyi
, Anthony Vance
, Fatemeh Mariam Zahedi:
The Phishing Funnel Model: A Design Artifact to Predict User Susceptibility to Phishing Websites. Inf. Syst. Res. 32(2): 410-436 (2021) - [j34]Ahmed Abbasi, Robin L. Dillon-Merrill, H. Raghav Rao, Olivia Sheng, Rui Chen:
Call for Papers - Special Issue of Information Systems Research - Unleashing the Power of Information Technology for Strategic Management of Disasters. Inf. Syst. Res. 32(4): 1490-1493 (2021) - [c30]Saminur Islam, Ahmed Abbasi
, Nitin Agarwal, Wanhong Zheng, Gianfranco Doretto, Donald A. Adjeroh:
Detecting Drug-Drug Interactions using Protein Sequence-Structure Similarity Networks. BIBM 2021: 3472-3477 - [c29]Ahmed Abbasi
, David G. Dobolyi
, John P. Lalor, Richard G. Netemeyer, Kendall Smith, Yi Yang:
Constructing a Psychometric Testbed for Fair Natural Language Processing. EMNLP (1) 2021: 3748-3758 - [c28]Nicholas Berente, John P. Lalor, Sriram Somanchi, Ahmed Abbasi:
The Illusion of Certainty and Data-Driven Decision Making in Emergent Situations. ICIS 2021 - 2020
- [j33]Jingjing Li, Kai R. Larsen, Ahmed Abbasi
:
TheoryOn: A Design Framework and System for Unlocking Behavioral Knowledge Through Ontology Learning. MIS Q. 44(4) (2020) - [j32]Faizan Ahmad, Ahmed Abbasi
, Jingjing Li, David G. Dobolyi
, Richard G. Netemeyer, Gari D. Clifford, Hsinchun Chen:
A Deep Learning Architecture for Psychometric Natural Language Processing. ACM Trans. Inf. Syst. 38(1): 6:1-6:29 (2020) - [c27]Syed Hasan Amin Mahmood, Ahmed Abbasi
:
Using Deep Generative Models to Boost Forecasting: A Phishing Prediction Case Study. ICDM (Workshops) 2020: 496-505 - [c26]David G. Dobolyi
, Ahmed Abbasi
, F. Mariam Zahedi, Anthony Vance:
An Ordinal Approach to Modeling and Visualizing Phishing Susceptibility. ISI 2020: 1-6 - [c25]Syed Hasan Amin Mahmood, Syed Mustafa Ali Abbasi, Ahmed Abbasi
, Fareed Zaffar:
Phishcasting: Deep Learning for Time Series Forecasting of Phishing Attacks. ISI 2020: 1-6 - [i7]Ahmed Abbasi, David G. Dobolyi, Richard G. Netemeyer:
Constructing a Testbed for Psychometric Natural Language Processing. CoRR abs/2007.12969 (2020)
2010 – 2019
- 2019
- [j31]Shasha Deng, Yilu Zhou, Pengzhu Zhang, Ahmed Abbasi
:
Using discussion logic in analyzing online group discussions: A text mining approach. Inf. Manag. 56(4): 536-551 (2019) - [j30]Ahmed Abbasi
, Jingjing Li, Donald A. Adjeroh, Marie Abate, Wanhong Zheng:
Don't Mention It? Analyzing User-Generated Content Signals for Early Adverse Event Warnings. Inf. Syst. Res. 30(3): 1007-1028 (2019) - 2018
- [j29]Brent Kitchens, David G. Dobolyi
, Jingjing Li, Ahmed Abbasi
:
Advanced Customer Analytics: Strategic Value Through Integration of Relationship-Oriented Big Data. J. Manag. Inf. Syst. 35(2): 540-574 (2018) - [j28]Ahmed Abbasi
, Yili Zhou, Shasha Deng, Pengzhu Zhang:
Text Analytics to Support Sense-Making in Social Media: A Language-Action Perspective. MIS Q. 42(2) (2018) - [j27]David Zimbra, Ahmed Abbasi
, Daniel Zeng, Hsinchun Chen:
The State-of-the-Art in Twitter Sentiment Analysis: A Review and Benchmark Evaluation. ACM Trans. Manag. Inf. Syst. 9(2): 5:1-5:29 (2018) - [c24]Hameeduddin Irfan Khaja, Marie Abate, Wanhong Zheng, Ahmed Abbasi
, Donald A. Adjeroh:
Evaluating Semantic Similarity for Adverse Drug Event Narratives. SBP-BRiMS 2018: 292-299 - 2017
- [c23]Donald A. Adjeroh, Maen Allaga, Jun Tan, Jie Lin, Yue Jiang, Ahmed Abbasi
, Xiaobo Zhou:
String-Based Models for Predicting RNA-Protein Interaction. BCB 2017: 661-666 - 2016
- [j26]Ahmed Abbasi
, Suprateek Sarker, Roger H. L. Chiang:
Big Data Research in Information Systems: Toward an Inclusive Research Agenda. J. Assoc. Inf. Syst. 17(2): 3 (2016) - [c22]Ahmed Abbasi
, Kevin Zhao, Brendan Abraham:
A Prototype System for Collecting and Analyzing Credible Online Medical Content. DESRIST 2016: 197-201 - [c21]Jingjing Li, Kai R. Larsen, Ahmed Abbasi
:
TheoryOn: Designing a Construct-Based Search Engine to Reduce Information Overload for Behavioral Science Research. DESRIST 2016: 212-216 - [c20]David G. Dobolyi
, Ahmed Abbasi
:
PhishMonger: A free and open source public archive of real-world phishing websites. ISI 2016: 31-36 - [c19]Ahmed Abbasi
, F. Mariam Zahedi, Yan Chen
:
Phishing susceptibility: The good, the bad, and the ugly. ISI 2016: 169-174 - 2015
- [j25]Donald E. Brown, Ahmed Abbasi
, Raymond Y. K. Lau
:
Predictive [Guest editors' introduction]. IEEE Intell. Syst. 30(2): 6-8 (2015) - [j24]Donald E. Brown, Ahmed Abbasi
, Raymond Y. K. Lau
:
Predictive Analytics: Predictive Modeling at the Micro Level. IEEE Intell. Syst. 30(3): 6-8 (2015) - [j23]Ahmed Abbasi
, Raymond Y. K. Lau
, Donald E. Brown:
Predicting Behavior. IEEE Intell. Syst. 30(3): 35-43 (2015) - [j22]Fatemeh "Mariam" Zahedi, Ahmed Abbasi
, Yan Chen
:
Fake-Website Detection Tools: Identifying Elements that Promote Individuals' Use and Enhance Their Performance. J. Assoc. Inf. Syst. 16(6): 2 (2015) - [j21]Ahmed Abbasi
, Fatemeh "Mariam" Zahedi, Daniel Zeng, Yan Chen
, Hsinchun Chen, Jay F. Nunamaker Jr.:
Enhancing Predictive Analytics for Anti-Phishing by Exploiting Website Genre Information. J. Manag. Inf. Syst. 31(4): 109-157 (2015) - [c18]Hashim Sharif, Saad Ismail, Shehroze Farooqi, Mohammad Taha Khan, Muhammad Ali Gulzar, Hasnain Lakhani, Fareed Zaffar, Ahmed Abbasi:
A Classification Based Framework to Predict Viral Threads. PACIS 2015: 134 - 2014
- [j20]Ahmed Abbasi
, Donald A. Adjeroh, Mark Dredze
, Michael J. Paul, Fatemeh "Mariam" Zahedi, Huimin Zhao, Nitin Walia, Hemant K. Jain, Patrick Sanvanson, Reza Shaker, Marco D. Huesch, Richard Beal, Wanhong Zheng, Marie Abate, Arun Ross:
Social Media Analytics for Smart Health. IEEE Intell. Syst. 29(2): 60-80 (2014) - [j19]Victor A. Benjamin, Wingyan Chung, Ahmed Abbasi
, Joshua Chuang, Catherine A. Larson, Hsinchun Chen:
Evaluating text visualization for authorship analysis. Secur. Informatics 3(1): 10 (2014) - [c17]Ahmed Abbasi
, Weifeng Li
, Victor A. Benjamin, Shiyu Hu, Hsinchun Chen:
Descriptive Analytics: Examining Expert Hackers in Web Forums. JISIC 2014: 56-63 - [c16]Ahmed Abbasi, Ammar Hassan, Milan Dhar:
Benchmarking Twitter Sentiment Analysis Tools. LREC 2014: 823-829 - 2013
- [j18]Zhu Zhang, Daniel Dajun Zeng, Ahmed Abbasi
, Jing Peng
, Xiaolong Zheng:
A Random Walk Model for Item Recommendation in Social Tagging Systems. ACM Trans. Manag. Inf. Syst. 4(2): 8:1-8:24 (2013) - [c15]Richard Beal, Donald A. Adjeroh, Ahmed Abbasi
:
The Forward Stem Matrix: An Efficient Data Structure for Finding Hairpins in RNA Secondary Structures. BCB 2013: 575 - [c14]Victor A. Benjamin, Wingyan Chung, Ahmed Abbasi
, Joshua Chuang, Catherine A. Larson, Hsinchun Chen:
Evaluating text visualization: An experiment in authorship analysis. ISI 2013: 16-20 - [c13]Ahmed Abbasi
, Tianjun Fu, Daniel Zeng, Donald A. Adjeroh:
Crawling Credible Online Medical Sentiments for Social Intelligence. SocialCom 2013: 254-263 - [c12]Ammar Hassan, Ahmed Abbasi, Daniel Zeng:
Twitter Sentiment Analysis: A Bootstrap Ensemble Framework. SocialCom 2013: 357-364 - [i6]Ahmed Abbasi, Hsinchun Chen:
Detecting Fake Escrow Websites using Rich Fraud Cues and Kernel Based Methods. CoRR abs/1309.7261 (2013) - [i5]F. Mariam Zahedi, Ahmed Abbasi, Yan Chen:
Design Elements that Promote the use of Fake Website Detection Tools. CoRR abs/1309.7262 (2013) - [i4]Ahmed Abbasi, Siddharth Kaza, F. Mariam Zahedi:
Evaluating Link-Based Techniques for Detecting Fake Pharmacy Websites. CoRR abs/1309.7266 (2013) - [i3]Tianjun Fu, Ahmed Abbasi, Daniel Zeng, Hsinchun Chen:
Evaluating the Usefulness of Sentiment Information for Focused Crawlers. CoRR abs/1309.7270 (2013) - [i2]Ahmed Abbasi, Zhu Zhang, Hsinchun Chen:
A Statistical Learning Based System for Fake Website Detection. CoRR abs/1309.7958 (2013) - [i1]Zhu Zhang, Daniel Zeng, Ahmed Abbasi, Jing Peng:
A Random Walk Model for Item Recommendation in Folksonomies. CoRR abs/1310.7957 (2013) - 2012
- [j17]Ahmed Abbasi
, Conan Albrecht, Anthony Vance, James Hansen:
MetaFraud: A Meta-Learning Framework for Detecting Financial Fraud. MIS Q. 36(4): 1293-1327 (2012) - [j16]Ahmed Abbasi
, Fatemeh "Mariam" Zahedi, Siddharth Kaza:
Detecting Fake Medical Web Sites Using Recursive Trust Labeling. ACM Trans. Inf. Syst. 30(4): 22:1-22:36 (2012) - [j15]Tianjun Fu, Ahmed Abbasi
, Daniel Zeng, Hsinchun Chen:
Sentimental Spidering: Leveraging Opinion Information in Focused Crawlers. ACM Trans. Inf. Syst. 30(4): 24:1-24:30 (2012) - [c11]Ahmed Abbasi
, Fatemeh Zahedi, Yan Chen
:
Impact of anti-phishing tool performance on attack success rates. ISI 2012: 12-17 - [c10]Jason Koepke, Siddharth Kaza, Ahmed Abbasi
:
Exploratory experiments to identify fake websites by using features from the network stack. ISI 2012: 126-128 - 2011
- [j14]Ahmed Abbasi
, Stephen L. France, Zhu Zhang, Hsinchun Chen:
Selecting Attributes for Sentiment Classification Using Feature Relation Networks. IEEE Trans. Knowl. Data Eng. 23(3): 447-462 (2011) - [c9]Yan Chen
, Fatemeh "Mariam" Zahedi, Ahmed Abbasi
:
Interface Design Elements for Anti-phishing Systems. DESRIST 2011: 253-265 - [c8]Stephen L. France, Ahmed Abbasi
:
Boosting Unsupervised Additive Clustering Using Cluster-Wise Optimization and Multi-label Learning. ICDM Workshops 2011: 236-243 - 2010
- [j13]Ahmed Abbasi:
Intelligent Feature Selection for Opinion Classification. IEEE Intell. Syst. 25(4): 75-79 (2010) - [j12]Tianjun Fu, Ahmed Abbasi
, Hsinchun Chen:
A focused crawler for Dark Web forums. J. Assoc. Inf. Sci. Technol. 61(6): 1213-1231 (2010) - [j11]David Zimbra, Ahmed Abbasi
, Hsinchun Chen:
A Cyber-archaeology Approach to Social Movement Research: Framework and Case Study. J. Comput. Mediat. Commun. 16(1): 48-70 (2010) - [j10]Ahmed Abbasi
, Zhu Zhang, David Zimbra, Hsinchun Chen, Jay F. Nunamaker Jr.:
Detecting Fake Websites: The Contribution of Statistical Learning Theory. MIS Q. 34(3): 435-461 (2010) - [p1]Yi-Da Chen, Ahmed Abbasi
, Hsinchun Chen:
Framing Social Movement Identity with Cyber-Artifacts: A Case Study of the International Falun Gong Movement. Security Informatics 2010: 1-23
2000 – 2009
- 2009
- [j9]Ahmed Abbasi
, Hsinchun Chen:
A Comparison of Tools for Detecting Fake Websites. Computer 42(10): 78-86 (2009) - [j8]Ahmed Abbasi
, Hsinchun Chen:
A comparison of fraud cues and classification methods for fake escrow website detection. Inf. Technol. Manag. 10(2-3): 83-101 (2009) - 2008
- [j7]Tianjun Fu, Ahmed Abbasi
, Hsinchun Chen:
A hybrid approach to Web forum interactional coherence analysis. J. Assoc. Inf. Sci. Technol. 59(8): 1195-1209 (2008) - [j6]Ahmed Abbasi
, Hong-Mei Chen, Jay F. Nunamaker Jr.:
Stylometric Identification in Electronic Markets: Scalability and Robustness. J. Manag. Inf. Syst. 25(1): 49-78 (2008) - [j5]Ahmed Abbasi
, Hsinchun Chen:
CyberGate: A Design Framework and System for Text Analysis of Computer-Mediated Communication. MIS Q. 32(4): 811-837 (2008) - [j4]Ahmed Abbasi
, Hsinchun Chen, S. Thoms, Tianjun Fu:
Affect Analysis of Web Forums and Blogs Using Correlation Ensembles. IEEE Trans. Knowl. Data Eng. 20(9): 1168-1180 (2008) - [j3]Ahmed Abbasi
, Hsinchun Chen:
Writeprints: A stylometric approach to identity-level identification and similarity detection in cyberspace. ACM Trans. Inf. Syst. 26(2): 7:1-7:29 (2008) - [j2]Ahmed Abbasi
, Hsinchun Chen, Arab Salem
:
Sentiment analysis in multiple languages: Feature selection for opinion classification in Web forums. ACM Trans. Inf. Syst. 26(3): 12:1-12:34 (2008) - [c7]Yi-Da Chen, Ahmed Abbasi
, Hsinchun Chen:
Developing ideological networks using social network analysis and writeprints: A case study of the international Falun Gong movement. ISI 2008: 7-12 - 2007
- [c6]Ahmed Abbasi, Hsinchun Chen:
A Framework for Stylometric Similarity Detection in Online Settings. AMCIS 2007: 127 - [c5]Ahmed Abbasi
, Hsinchun Chen:
Affect Intensity Analysis of Dark Web Forums. ISI 2007: 282-288 - [c4]Tianjun Fu, Ahmed Abbasi
, Hsinchun Chen:
Interaction Coherence Analysis for Dark Web Forums. ISI 2007: 342-349 - [c3]Ahmed Abbasi
, Hsinchun Chen:
Categorization and analysis of text in computer mediated communication archives using visualization. JCDL 2007: 11-18 - 2006
- [c2]Ahmed Abbasi
, Hsinchun Chen:
Visualizing Authorship for Identification. ISI 2006: 60-71 - 2005
- [j1]Ahmed Abbasi
, Hsinchun Chen:
Applying Authorship Analysis to Extremist-Group Web Forum Messages. IEEE Intell. Syst. 20(5): 67-75 (2005) - [c1]Ahmed Abbasi
, Hsinchun Chen:
Applying Authorship Analysis to Arabic Web Content. ISI 2005: 183-197
Coauthor Index
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