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13th ICDM Workshops 2013: Dallas, TX, USA
- Wei Ding, Takashi Washio, Hui Xiong, George Karypis, Bhavani Thuraisingham, Diane J. Cook, Xindong Wu:
13th IEEE International Conference on Data Mining Workshops, ICDM Workshops, TX, USA, December 7-10, 2013. IEEE Computer Society 2013, ISBN 978-0-7695-5109-8 - Juan M. Banda
, Chang Liu, Rafal A. Angryk
:
Region-Based Querying of Solar Data Using Descriptor Signatures. 1-7 - Farhan Feroz:
Calculation and Applications of Bayesian Evidence in Astrophysics and Particle Physics Phenomenology. 8-15 - Philip Graff, Farhan Feroz, Michael P. Hobson, Anthony N. Lasenby
:
Neural Networks for Astronomical Data Analysis and Bayesian Inference. 16-23 - Kitty K. Lo, Tara Murphy
, Umaa Rebbapragada, Kiri Wagstaff
:
Online Classification for Time-Domain Astronomy. 24-31 - Patrick M. McInerney, Juan M. Banda
, Rafal A. Angryk
:
On Using SIFT Descriptors for Image Parameter Evaluation. 32-39 - Dina Said, Jeroen Stil, Russ Taylor, Ken Barker:
Automatic Identification of Hexagonal Pattern Artifacts in Radio Astronomical Surveys. 40-47 - Miriam Baglioni, Stefania Pieroni, Filippo Geraci
, Fabio Mariani, Sabrina Molinaro
, Marco Pellegrini
, Ernesto Lastres:
A New Framework for Distilling Higher Quality Information from Health Data via Social Network Analysis. 48-55 - Katherine Redfield Chan, Xinghua Lou, Theofanis Karaletsos, Christopher Crosbie, Stuart M. Gardos
, David Artz, Gunnar Rätsch
:
An Empirical Analysis of Topic Modeling for Mining Cancer Clinical Notes. 56-63 - Sheehan Khan, Russell Greiner:
Finding Discriminatory Genes: A Methodology for Validating Microarray Studies. 64-71 - Oluwasanmi Koyejo, Cheng H. Lee
, Joydeep Ghosh:
Constrained Gaussian Process Regression for Gene-Disease Association. 72-79 - Xinyu Wang, Chunhong Zhang, Li Sun:
An Improved Model for Depression Detection in Micro-Blog Social Network. 80-87 - Julia Warnke
, Hesham H. Ali:
A Tolerance Graph Approach for Domain-Specific Assembly of Next Generation Sequencing Data. 88-95 - Chao Wu, Arjun Bakshi, Bruce J. Aronow, Anil G. Jegga
, Raj Bhatnagar:
A Biclustering Algorithm to Discover Functional Modules from ENCODE ChIP-Seq Data. 96-103 - Marina Demeshko, Takashi Washio, Yoshinobu Kawahara
:
A Novel Structural AR Modeling Approach for a Continuous Time Linear Markov System. 104-113 - Jiuyong Li
, Thuc Duy Le
, Lin Liu
, Jixue Liu
, Zhou Jin, Bing-Yu Sun:
Mining Causal Association Rules. 114-123 - Shun Yao, Shinjae Yoo
, Dantong Yu:
Prior Knowledge Driven Causality Analysis in Gene Regulatory Network Discovery. 124-130 - Lukasz Zaniewicz, Szymon Jaroszewicz
:
Support Vector Machines for Uplift Modeling. 131-138 - Kun Zhang, Zhikun Wang, Bernhard Schölkopf:
On Estimation of Functional Causal Models: Post-Nonlinear Causal Model as an Example. 139-146 - Paolo Cintia, Luca Pappalardo
, Dino Pedreschi
:
"Engine Matters": A First Large Scale Data Driven Study on Cyclists' Performance. 147-153 - William A. R. De Souza, Allan Tomlinson:
A Distinguishing Attack with a Neural Network. 154-161 - Ekrem Duman
, Ayse Buyukkaya, Ilker Elikucuk:
A Novel and Successful Credit Card Fraud Detection System Implemented in a Turkish Bank. 162-171 - Brendan Kitts:
The Making of a Large-Scale Online Ad Server: Practical Lessons Building One of the World's Largest Online Ad Servers. 172-179 - Inna Kolyshkina, Marcus Brownlow, Jarrad Taylor:
Improving Every Child's Chance in Life. 180-184 - Blaise Ngonmang, Savaneary Sean, Remi Kirche:
Monetization and Services on a Real Online Social Network Using Social Network Analysis. 185-193 - Raul Pavon, Beth Carpenter:
Synthesis of Decision Making: From Data to Business Execution. 194-200 - Michel Ballings, Dirk Van den Poel
:
Using Eye-Tracking Data of Advertisement Viewing Behavior to Predict Customer Churn. 201-205 - Shoji Hirano, Shusaku Tsumoto:
Clustering of Order Sequences Based on the Typicalness Index for Finding Clinical Pathway Candidates. 206-210 - Ban Kawas, Mark S. Squillante, Dharmashankar Subramanian, Kush R. Varshney:
Prescriptive Analytics for Allocating Sales Teams to Opportunities. 211-218 - Anuja Kelkar, Utkarsh Naiknaware, Sachin Sukhlecha, Ashish Sanadhya, Maitreya Natu, Vaishali P. Sadaphal:
Analytics-Based Solutions for Improving Alert Management Service for Enterprise Systems. 219-227 - Edward M. L. Peters, Guido Dedene, Jonas Poelmans:
Understanding Service Quality and Customer Churn by Process Discovery for a Multi-National Banking Contact Center. 228-233 - Natsuki Sano, Tomomichi Suzuki:
Evaluation of Discount Effects Using Poisson Regression Based on Interaction Effects between Bargain Scale and Product Category. 234-241 - Yi Zuo, Katsutoshi Yada:
Application of Bayesian Network Sheds Light on Purchase Decision Process Basing on RFID Technology. 242-249 - Oliver Bonham-Carter, Jay Pedersen, Lotfollah Najjar, Dhundy Bastola:
Modeling the Effects of Microgravity on Oxidation in Mitochondria: A Protein Damage Assessment across a Diverse Set of Life Forms. 250-257 - Carlo Combi
, Paolo Parise, Pietro Sala
, Giuseppe Pozzi:
Mining Approximate Temporal Functional Dependencies Based on Pure Temporal Grouping. 258-265 - Barnan Das, Narayanan Chatapuram Krishnan
, Diane J. Cook:
Handling Class Overlap and Imbalance to Detect Prompt Situations in Smart Homes. 266-273 - Samah Jamal Fodeh, Maryan Zirkle, Dezon Finch, Ruth M. Reeves, Joseph Erdos, Cynthia Brandt:
MedCat: A Framework for High Level Conceptualization of Medical Notes. 274-280 - Ran Qi, Shujia Zhou:
Simulated Annealing Partitioning: An Algorithm for Optimizing Grouping in Cancer Data. 281-286 - Jose R. Zamacona, Alexander Rasin, Jacob D. Furst, Daniela Stan Raicu:
Reducing Classification Cost through Strategic Annotation Assignment. 287-294 - Alexander Allan, Ross Humphrey, Giuseppe Di Fatta
:
Non-Euclidean Internet Coordinates Embedding. 295-302 - Seung-Hee Bae, Daniel Halperin
, Jevin D. West
, Martin Rosvall, Bill Howe
:
Scalable Flow-Based Community Detection for Large-Scale Network Analysis. 303-310 - Dean Adam Bodenham, Niall M. Adams:
Continuous Monitoring of a Computer Network Using Multivariate Adaptive Estimation. 311-318 - Hedde H. W. J. Bosman, Antonio Liotta
, Giovanni Iacca
, Heinrich J. Wörtche:
Online Extreme Learning on Fixed-Point Sensor Networks. 319-326 - Kathryn Dempsey, Ishwor Thapa, Claudia Cortes, Zach Eriksen, Dhundy Bastola, Hesham H. Ali:
On Mining Biological Signals Using Correlation Networks. 327-334 - Sait Murat Giray, Aydin Goze Polat:
Evaluation and Comparison of Classification Techniques for Network Intrusion Detection. 335-342 - Rohan Khazanchi
, Kathryn Dempsey, Ishwor Thapa, Hesham H. Ali:
On Identifying and Analyzing Significant Nodes in Protein-Protein Interaction Networks. 343-348 - Dilin Wang, Lei Shi, Jianwen Cao:
Fast Algorithm for Approximate k-Nearest Neighbor Graph Construction. 349-356 - Yi-Cheng Chen, Wen-Chih Peng, Wang-Chien Lee:
A Novel System for Extracting Useful Correlation in Smart Home Environment. 357-364 - Vinay Deolalikar:
Characterization of Corpora from Enterprise Technology Creation for Retrieval and Mining. 365-369 - Jose Evora, Jose Juan Hernandez
, Mario Hernández
:
Model Driven Engineering for Data Miners Simulation. 370-376 - Xin Geng, Rongzi Ji:
Label Distribution Learning. 377-383 - Michael Kamp, Mario Boley
, Thomas Gärtner
:
Beating Human Analysts in Nowcasting Corporate Earnings by Using Publicly Available Stock Price and Correlation Features. 384-390 - Julia Kiseleva, Hoang Thanh Lam, Mykola Pechenizkiy
, Toon Calders:
Predicting Current User Intent with Contextual Markov Models. 391-398 - Yintao Liu, Anqi Wu, Dong Guo, Ke-Thia Yao, Cauligi S. Raghavendra:
Weighted Task Regularization for Multitask Learning. 399-406 - Igor Melnyk, Pranjul Yadav, Michael S. Steinbach
, Jaideep Srivastava
, Vipin Kumar, Arindam Banerjee:
Detection of Precursors to Aviation Safety Incidents Due to Human Factors. 407-412 - Andreia Silva, Cláudia Antunes
:
Towards the Integration of Constrained Mining with Star Schemas. 413-420 - Junhuan Zhu, Jiebo Luo
, Quanzeng You
, John R. Smith:
Towards Understanding the Effectiveness of Election Related Images in Social Media. 421-425 - Anastasia A. Bezzubtseva, Dmitry I. Ignatov
:
The Early Booking Effect and Other Determinants of Hotel Room Prices in Europe. 426-432 - Edward M. L. Peters, Guido Dedene, Jonas Poelmans:
Empirical Discovery of Potential Value Leaks in Processes by Means of Formal Concept Analysis. 433-439 - Alexander Porshnev
, Ilya Redkin, Alexey Shevchenko:
Machine Learning in Prediction of Stock Market Indicators Based on Historical Data and Data from Twitter Sentiment Analysis. 440-444 - Rustam Tagiew
, Dmitry I. Ignatov
, Fadi Amroush:
Social Learning in Networks: Extraction of Deterministic Rules. 445-451 - Emma Tonkin, Heather D. Pfeiffer:
Zombies Walk Among Us: Cross-Platform Data Mining for Event Monitoring. 452-459 - Arthur Flexer
, Dominik Schnitzer:
Can Shared Nearest Neighbors Reduce Hubness in High-Dimensional Spaces? 460-467 - Michael E. Houle:
Dimensionality, Discriminability, Density and Distance Distributions. 468-473 - Peng Jiang, Michael T. Heath:
Pattern Discovery in High Dimensional Binary Data. 474-481 - Ata Kabán:
A New Look at Compressed Ordinary Least Squares. 482-488 - Jiangbo Yuan, Xiuwen Liu:
Transform Residual K-Means Trees for Scalable Clustering. 489-496 - Bonny Banerjee
, Jayanta K. Dutta:
A Predictive Coding Framework for Learning to Predict Changes in Streaming Data. 497-504 - Bonny Banerjee
, Jayanta K. Dutta:
An Online Clustering Algorithm That Ignores Outliers: Application to Hierarchical Feature Learning from Sensory Data. 505-512 - Guénaël Cabanes
, Younès Bennani
, Nistor Grozavu:
Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud. 513-520 - William Eberle, Lawrence B. Holder:
Incremental Anomaly Detection in Graphs. 521-528 - Annika H. Holmbom, Samuel Rönnqvist, Peter Sarlin, Tomas Eklund, Barbro Back:
Green vs. Non-Green Customer Behavior: A Self-Organizing Time Map over Greenness. 529-535 - Shin-Ying Huang, Yennun Huang
:
Network Forensic Analysis Using Growing Hierarchical SOM. 536-543 - Minh Tam Le, Matthew Lawlor, Bruce M. Russett, John Sweeney, Steven W. Zucker:
Analysis of UN Voting Patterns via Diffusion Geometry and Thematic Clustering. 544-551 - Fernando Mendes, Maribel Yasmina Santos
, João Moura-Pires
:
Dynamic Analytics for Spatial Data with an Incremental Clustering Approach. 552-559 - Yun-Qian Miao, Ahmed K. Farahat, Mohamed S. Kamel
:
Auto-Tuning Kernel Mean Matching. 560-567 - Aldrin Montana
, Alex Dekhtyar, Michael Black, Chris Kitts, Anya Goodman:
Ontological Hierarchical Clustering for Library-Based Microbial Source Tracking. 568-576 - Talieh Seyed Tabatabaei, Fakhri Karray, Mohamed S. Kamel
:
Adaptive Budget for Online Learning. 577-583 - Sean West, Kathryn Dempsey, Sanjukta Bhowmick, Hesham H. Ali:
Analysis of Incrementally Generated Clusters in Biological Networks Using Graph-Theoretic Filters and Ontology Enrichment. 584-591 - Zahra Farzanyar, Nick Cercone:
Accelerating Frequent Itemsets Mining on the Cloud: A MapReduce -Based Approach. 592-598 - Jérôme Fellus, David Picard
, Philippe Henri Gosselin:
Decentralized K-Means Using Randomized Gossip Protocols for Clustering Large Datasets. 599-606 - Klavdiya Hammond, Aparna S. Varde:
Cloud Based Predictive Analytics: Text Classification, Recommender Systems and Decision Support. 607-612 - Michael J. Pawlish, Aparna S. Varde, Stefan A. Robila
:
Decision Support in Data Centers for Sustainability. 613-620 - Paolo Boldi
, Sebastiano Vigna
:
In-Core Computation of Geometric Centralities with HyperBall: A Hundred Billion Nodes and Beyond. 621-628 - Ali Jalali, Santanu Kolay, Peter Foldes, Ali Dasdan:
Scalable Audience Reach Estimation in Real-Time Online Advertising. 629-637 - Dong Li, Xianmang He, Huahui Chen, Yihong Dong, Yefang Chen:
A Study on Privacy Preservation for Multi-user and Multi-granularity. 638-645 - Gavin Smith, James Goulding, Duncan Barrack:
Towards Optimal Symbolization for Time Series Comparisons. 646-653 - Guangchao Yao, Yao Zheng, Limin Xiao, Li Ruan, Yongnan Li, Zhenzhong Zhang:
GPU-Accelerated Query by Humming Using Modified SPRING Algorithm. 654-663 - Akinori Abe:
Curating and Mining (Big) Data. 664-671 - DongPing Fang, Kush R. Varshney, Jun Wang, Karthikeyan Natesan Ramamurthy, Aleksandra Mojsilovic, John H. Bauer:
Quantifying and Recommending Expertise When New Skills Emerge. 672-679 - Yusuke Iwasawa, Ikuko Eguchi Yairi
:
Spatiotemporal Life-Log Mining of Wheelchair Users' Driving for Visualizing Accessibility of Roads. 680-687 - Noriyuki Kushiro:
A Method for Generating Ontologies in Requirements Domain for Searching Data Sets in Marketplace. 688-693 - Chang Liu, Yukio Ohsawa, Yoshitaka Suda:
Valuation of Data through Use-Scenarios in Innovators' Marketplace on Data Jackets. 694-701 - Hiroshi Maruyama, Daisuke Okanohara, Shohei Hido:
Data Marketplace for Efficient Data Placement. 702-705 - Rina Nakagochi, Kayo Kawamoto, Wataru Sunayama:
Acquissition of Text-Mining Skills for Beginners Using TETDM. 706-713 - Takanobu Nakahara, Yukinobu Hamuro:
Detecting Topics from Twitter Posts During TV Program Viewing. 714-719 - Jun Nakamura, Masahiko Teramoto:
Frame as a Clue to Intention of Data: Toward New Product Ideas with Framed Components. 720-725 - Masahiko Teramoto, Jun Nakamura:
e-Trucks Realize Four Zeros Expectations, The Challenge by Market of Data. 726-732 - Hiroe Tsubaki:
Valuation of Partly Disclosed Datasets for Prediction. 733-734 - Chen Zhang, Hao Wang, Fanjiang Xu, Xiaohui Hu:
IdeaGraph Plus: A Topic-Based Algorithm for Perceiving Unnoticed Events. 735-741 - Alnur Ali, Kevyn Collins-Thompson:
Robust Cost-Sensitive Confidence-Weighted Classification. 742-749 - Jeremias Berg
, Matti Järvisalo
:
Optimal Correlation Clustering via MaxSAT. 750-757 - Chen-Ling Chen, Chia-Hui Chang
:
Evaluation of Session-Based Recommendation Systems for Social Networks. 758-765 - Nai-Hung Cheng, Chia-Hui Chang
:
Evaluation of Social, Geography, Location Effects for Point-of-Interest Recommendation. 766-772 - Zejun Gan, Chaofeng Sha, Junyu Niu:
Fast Spectral Clustering with Landmark-Based Subspace Iteration. 773-779 - Jing Guo, Peng Zhang, Chuan Zhou, Yanan Cao, Li Guo:
Item-Based Top-k Influential User Discovery in Social Networks. 780-787 - Jiguang Liang, Xiaofei Zhou, Ying Sha, Ping Liu, Li Guo, Shuo Bai:
Unsupervised Clustering Strategy Based on Label Propagation. 788-794 - Zhiquan Qi, Yingjie Tian
, Xiaodan Yu, Yong Shi:
How to Improve the Quality of Pedestrian Detection Using the Priori Knowledge. 795-799 - Avneesh Saluja, Mahdi Pakdaman, Dongzhen Piao, Ankur P. Parikh:
Infinite Mixed Membership Matrix Factorization. 800-807 - Xiaoguang Wang, Xuan Liu, Nathalie Japkowicz
, Stan Matwin
:
Resampling and Cost-Sensitive Methods for Imbalanced Multi-instance Learning. 808-816 - Guibiao Xu, Bao-Gang Hu
:
Cost-Free Learning for Support Vector Machines with a Reject Option. 817-824 - Christos Zigkolis, Savvas Karagiannidis, Athena Vakali:
Dissimilarity Features in Recommender Systems. 825-832 - Liyue Fan, Li Xiong
:
Differentially Private Anomaly Detection with a Case Study on Epidemic Outbreak Detection. 833-840 - Geetha Jagannathan, Claire Monteleoni
, Krishnan Pillaipakkamnatt:
A Semi-Supervised Learning Approach to Differential Privacy. 841-848 - Toshihiro Kamishima, Shotaro Akaho
, Hideki Asoh
, Jun Sakuma:
The Independence of Fairness-Aware Classifiers. 849-858 - Murat Kantarcioglu:
Incentive-Compatible Privacy-Preserving Distributed Data Mining. 859 - Keng-Pei Lin:
Privacy-Preserving Kernel k-Means Outsourcing with Randomized Kernels. 860-866 - Giorgos Poulis, Spiros Skiadopoulos
, Grigorios Loukides, Aris Gkoulalas-Divanis:
Select-Organize-Anonymize: A Framework for Trajectory Data Anonymization. 867-874 - Salvatore Ruggieri:
Data Anonymity Meets Non-discrimination. 875-882 - Chong-Jing Sun, Philip S. Yu, Xiangnan Kong, Yan Fu:
Privacy Preserving Social Network Publication against Mutual Friend Attacks. 883-890 - Li Xiong
:
Adaptive Differentially Private Data Release for Data Sharing and Data Mining. 891 - Basant Agarwal
, Namita Mittal
, Erik Cambria
:
Enhancing Sentiment Classification Performance Using Bi-Tagged Phrases. 892-895 - Hanen Ameur, Salma Jamoussi
:
Dynamic Construction of Dictionaries for Sentiment Classification. 896-903