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Thursday, December 13

Thursday, December 13
8.30 Keynote by Jure Leskovec
Room: Salle des Nations I & II		 8.30
9.30 Coffee break 9.30
10.00
Classification 3
Room: Permeke & Rembrandt		 Clustering 3
Room: Alto & Mezzo & Tempo		 Social Networks 3
Room: Salle des Nations I & II		 Demo Sessions
Foyer
10.00
12.00 Community Meeting
Lunch provided
2nd Floor		 12.00
13.30
Efficient Algorithms 2
Room: Salle des Nations I & II		 Feature Selection and Text Mining
Room: Alto & Mezzo & Tempo		 Matrices, Graphs and Metrics
Room: Permeke & Rembrandt
13.30
15.30 Coffee break 15.30
16.00 Dynamics
Room: Salle des Nations I		 Sequences and Mobility
Room: Salle des Nations II		 Graphs and Networks
Room: Permeke & Rembrandt		 Panel
Room: Alto & Mezzo & Tempo		 16.00
18.00 Closing
2nd Floor		 18.00

Classification 3

Thursday, 13 December
10:00 – 12:00

10:00 Transductive Representation Learning for Cross-Lingual Text Classification short_paper) echo(" (Short)");?>
Yuhong Guo and Min Xiao		 DM409
10:12 Learning Target Predictive Function without Target Labels short_paper) echo(" (Short)");?>
Chun-Wei Seah, Ivor Wai-Hung Tsang, Yew-Soon Ong, and Qi Mao		 DM427
10:24 Fast Kernel Sparse Representation Approaches for Classification short_paper) echo(" (Short)");?>
Yifeng Li and Alioune Ngom		 DM316
10:36 Learning Attitudes and Attributes from Multi-Aspect Reviews short_paper) echo(" (Short)");?>
Julian McAuley, Jure Leskovec, and Dan Jurafsky		 DM476
10:48 Simultaneously Combing Multi-View Multi-Label Learning with Maximum Margin Classification short_paper) echo(" (Short)");?>
Zheng Fang and Zhongfei (Mark) Zhang		 DM511
11:00 Decision Theory for Discrimination-aware Classification short_paper) echo(" (Short)");?>
Faisal Kamiran, Asim Karim, and Xiangliang Zhang		 DM532
11:12 Active Label Correction short_paper) echo(" (Short)");?>
Umaa Rebbapragada, Carla E. Brodley, Damien Sulla-Menashe, and Mark Friedl		 DM741
11:24 Sparse Bayesian Adversarial Learning Using Relevance Vector Machine Ensembles short_paper) echo(" (Short)");?>
Yan Zhou, Murat Kantarcioglu, and Bhavani Thuraisingham		 DM611
11:36 An AdaBoost Algorithm for Multiclass Semi-Supervised Learning short_paper) echo(" (Short)");?>
Jafar Tanha, Maarten van Someren, and Hamideh Afsarmanesh		 DM792
11:48 A Classification Based Framework For Concept Summarization short_paper) echo(" (Short)");?>
Dhruv Mahajan, Sundararajan Sellamanickam, Subhajit Sanyal, and Amit Madaan		 DM517

Clustering 3

Thursday, 13 December
10:00 – 12:00

10:00 Robust Ensemble Clustering by Matrix Completion short_paper) echo(" (Short)");?>
Jinfeng Yi, Tianbao Yang, Rong Jin, Anil K. Jain, and Mehrdad Mahdavi		 DM288
10:12 Sparse Subspace Representation for Spectral Document Clustering short_paper) echo(" (Short)");?>
Budhaditya Saha, Dinh Phung, Duc Son Pham, and Svetha Venkatesh		 DM319
10:24 Labels vs. Pairwise Constraints: A Unified View of Label Propagation and Constrained Spectral Clustering short_paper) echo(" (Short)");?>
Xiang Wang, Buyue Qian, and Ian Davidson		 DM347
10:36 A Cluster-Oriented Genetic Algorithm for Alternative Clustering short_paper) echo(" (Short)");?>
Duy Tin Truong and Roberto Battiti		 DM543
10:48 Low Dimensional Localized Clustering (LDLC) short_paper) echo(" (Short)");?>
Pooyan Khajehpour Tadavani and Ali Ghodsi		 DM891
11:00 Exclusive Row Biclustering for Gene Expression Using a Combintorial Auction Approach short_paper) echo(" (Short)");?>
Amichai Painsky and Saharon Rosset		 DM576
11:12 Co-clustering of Multi-View Datasets: a Parallelizable Approach short_paper) echo(" (Short)");?>
Bisson Gilles and Clément Grimal		 DM806
11:24 Clustering by Learning Constraints Priorities short_paper) echo(" (Short)");?>
Masayuki Okabe and Seiji Yamada		 DM950
11:36 Deep Learning to Hash with Multiple Representations short_paper) echo(" (Short)");?>
Yoonseop Kang, Saehoon Kim, and Seungjin Choi		 DM350
11:48 A Similarity Model and Segmentation Algorithm for White Matter Fiber Tracks short_paper) echo(" (Short)");?>
Son Mai, Sebastian Goebl, and Claudia Plant		 DM504

Social Networks 3

Thursday, 13 December
10:00 – 12:00

10:00 Topic-aware Social Influence Propagation Models short_paper) echo(" (Short)");?>
Nicola Barbieri, Francesco Bonchi, and Giuseppe Manco		 DM600
10:20 Profit Maximization over Social Networks short_paper) echo(" (Short)");?>
Wei Lu and Laks V. S. Lakshmanan		 DM834
10:40 Diffusion of Information in Social Networks: Is It All Local? short_paper) echo(" (Short)");?>
Ceren Budak, Divyakant Agrawal, and Amr El Abbadi		 DM429
11:00 Clash of the Contagions: Cooperation and Competition in Information Diffusion short_paper) echo(" (Short)");?>
Seth A. Myers and Jure Leskovec		 DM908
11:20 Link Prediction and Recommendation across Heterogenous Social Networks short_paper) echo(" (Short)");?>
Yuxiao Dong, Jie Tang, Sen Wu, Jilei Tian, Nitesh V. Chawla, Jinghai Rao, and Huanhuan Cao		 DM838
11:40 Predicting Links in Multi-Relational and Heterogeneous Networks short_paper) echo(" (Short)");?>
Yang Yang, Nitesh V. Chawla, Yizhou Sun, and Jiawei Han		 DM955

Efficient Algorithms 2

Thursday, 13 December
13:30 – 15:30

13:30 Efficient Learning for Hashing Proportional Data short_paper) echo(" (Short)");?>
Zhao Xu, Kristian Kersting, and Christian Bauckhage		 DM398
13:50 Nested Subtree Hash Kernels for Large-scale Graph Classification over Streams short_paper) echo(" (Short)");?>
Bin Li, Xingquan Zhu, Lianhua Chi, and Chengqi Zhang		 DM713
14:10 Efficient Behavior Targeting Using SVM Ensemble Indexing short_paper) echo(" (Short)");?>
Jun Li, Peng Zhang, Yanan Cao, Ping Liu, and Li Guo		 DM977
14:30 Active Evaluation of Classifiers on Large Datasets short_paper) echo(" (Short)");?>
Namit Katariya, Arun Iyer, and Sunita Sarawagi,		 DM706
14:50 High Performance Offline & Online Distributed Collaborative Filtering short_paper) echo(" (Short)");?>
Ankur Narang, Abhinav Srivastav, and Naga Praveen Kumar Katta		 DM929
15:10 Distributed Matrix Completion short_paper) echo(" (Short)");?>
Christina Teflioudi, Faraz Makari, and Rainer Gemulla		 DM743

Feature Selection and Text Mining

Thursday, 13 December
13:30 – 15:30

13:30 Dimensionality Reduction on Heterogeneous Feature Space short_paper) echo(" (Short)");?>
Xiaoxiao Shi and Philip S. Yu		 DM244
13:50 Isometric multi-manifold learning for feature extraction short_paper) echo(" (Short)");?>
Mingyu Fan, Hong Qiao, Bo Zhang, and Xiaoqin Zhang		 DM620
14:10 Feature Weighting and Selection Using Hypothesis Margin of Boosting short_paper) echo(" (Short)");?>
Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, and David Kaeli		 DM877
14:30 An Approach to Evaluate the Local Completeness of Event Logs short_paper) echo(" (Short)");?>
Hedong Yang, Lijie Wen, and Jianmin Wang		 DM232
14:42 Cross-Language Opinion Target Extraction in Review Texts short_paper) echo(" (Short)");?>
Xinjie Zhou, Xiaojun Wan, and Jianguo Xiao		 DM512
14:54 Inductive Model Generation for Text Categorization using a Bipartite Heterogeneous Network short_paper) echo(" (Short)");?>
Rafael Geraldeli Rossi, Thiago de Paulo Faleiros, Alneu de Andrade Lopes, and Solange Oliveira Rezende		 DM868
15:06 Learning to Refine an Automatically Extracted Knowledge Base using Markov Logic short_paper) echo(" (Short)");?>
Shangpu Jiang, Daniel Lowd, and Dejing Dou		 DM973
15:18 Semantic Aspect Discovery For Online Reviews short_paper) echo(" (Short)");?>
Md. Hijbul Alam and SangKeun Lee		 DM559

Matrices, Graphs and Metrics

Thursday, 13 December
13:30 – 15:30

13:30 Bounded Matrix Low Rank Approximation short_paper) echo(" (Short)");?>
Ramakrishnan Kannan, Mariya Ishteva, and Haesun Park		 DM861
13:50 Robust Matrix Completion via Joint Schatten p-Norm and lp-Norm Minimization short_paper) echo(" (Short)");?>
Feiping Nie, Hua Wang, Xiao Cai, Heng Huang, and Chris Ding		 DM943
14:10 Sequential Alternating Proximal Method for Scalable Sparse Structural SVMs short_paper) echo(" (Short)");?>
P. Balamurugan, Shirish Shevade, and T. Ravindra Babu		 DM644
14:30 A New Anomaly Detection Algorithm based on Quantum Mechanics short_paper) echo(" (Short)");?>
Hao Huang, Hong Qin, Shinjae Yoo, and Dantong Yu		 DM213
14:42 A Semi-Definite Positive Linear Discriminant Analysis and its Applications short_paper) echo(" (Short)");?>
Deguang Kong and Chris Ding		 DM855
14:54 Towards Active Learning on Graphs: An Error Bound Minimization Approach short_paper) echo(" (Short)");?>
Quanquan Gu and Jiawei Han		 DM361
15:06 Rough Set Subspace Error-Correcting Output Codes short_paper) echo(" (Short)");?>
Mohammad Ali Bagheri, Qigang Gao, and Sergio Escalera		 DM793
15:18 Metric Learning From Relative Comparisons by Minimizing Squared Residual short_paper) echo(" (Short)");?>
Eric Yi Liu, Zhishan Guo, Xiang Zhang, Vladimir Jojic, and Wei Wang		 DM357

Dynamics

Thursday, 13 December
16:00 – 18:00

16:00 Efficient Episode Mining of Dynamic Event Streams short_paper) echo(" (Short)");?>
Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, and Naren Ramakrishnan		 DM477
16:20 Dynamic Boolean Matrix Factorizations short_paper) echo(" (Short)");?>
Pauli Miettinen		 DM880
16:40 Local and Global Algorithms for Learning Dynamic Bayesian Networks short_paper) echo(" (Short)");?>
Nguyen Xuan Vinh, Madhu Chetty, Ross Coppel, and Pramod P. Wangikar		 DM230
17:00 Dynamic Multi-Relational Chinese Restaurant Process for Analyzing Influences on Users in Social Media short_paper) echo(" (Short)");?>
Himabindu Lakkaraju, Indrajit Bhattacharya, and Chiranjib Bhattacharyya		 DM829
17:20 Time Constrained Influence Maximization in Social Networks short_paper) echo(" (Short)");?>
Bo Liu, Gao Cong, Dong Xu, and Yifeng Zeng		 DM382
17:40 Computational Television Advertising short_paper) echo(" (Short)");?>
Suhrid Balakrishnan, Sumit Chopra, David Applegate, and Simon Urbanek		 DM923

Sequences and Mobility

Thursday, 13 December
16:00 – 18:00

16:00 Online Induction of Probabilistic Real Time Automata short_paper) echo(" (Short)");?>
Jana Schmidt and Stefan Kramer		 DM342
16:20 Online Maritime Abnormality Detection using Gaussian Processes and Extreme Value Theory short_paper) echo(" (Short)");?>
Mark Smith, Stephen Reece, Stephen Roberts, and Iead Rezek		 DM755
16:40 Utilizing Real-World Transportation Data for Accurate Traffic Prediction short_paper) echo(" (Short)");?>
Bei Pan, Ugur Demiryurek, and Cyrus Shahabi		 DM279
17:00 Granger Causality for Time-Series Anomaly Detection short_paper) echo(" (Short)");?>
Huida Qiu, Yan Liu, Niranjan A Subrahmanya, and Weichang Li		 DM274
17:12 Progressive Mining of Transition Dynamics for Autonomous Control short_paper) echo(" (Short)");?>
Steven Loscalzo, Robert Wright, Kevin Acunto, and Lei Yu		 DM760
17:24 Socialized Gaussian Process Model for Human Behavior Prediction in a Health Social Network short_paper) echo(" (Short)");?>
Yelong Shen, Ruoming Jin, Dejing Dou, Nafisa Chowdhury, Junfeng Sun, Brigitta Piniewski, and David Kil		 DM927
17:36 Mining Personal Context-Aware Preferences for Mobile Users short_paper) echo(" (Short)");?>
Hengshu Zhu, Enhong Chen, Kuifei Yu, Huanhuan Cao, Hui Xiong, and Jilei Tian		 DM419
17:48 Topic Models Over Spoken Language short_paper) echo(" (Short)");?>
Niketan Pansare, Chris Jermaine, Peter Haas, and Nitendra Rajput		 DM894

Graphs and Networks

Thursday, 13 December
16:00 – 18:00

16:00 CT-IC: Continuously activated and Time-restricted Independent Cascade Model for Viral Marketing short_paper) echo(" (Short)");?>
Wonyeol Lee, Jinha Kim, and Hwanjo Yu		 DM832
16:12 Community-Affiliation Graph Model for Overlapping Network Community Detection short_paper) echo(" (Short)");?>
Jaewon Yang and Jure Leskovec		 DM917
16:24 Predicting Directed Links using Nondiagonal Matrix Decompositions short_paper) echo(" (Short)");?>
Jérôme Kunegis and Jörg Fliege		 DM489
16:36 Mining User Mobility Features for Next Place Prediction in Location-based Services short_paper) echo(" (Short)");?>
Anastasios Noulas, Salvatore Scellato, Neal Lathia, and Cecilia Mascolo		 DM746
16:48 Spatial Interpolation using Multiple Regression short_paper) echo(" (Short)");?>
Orlando Ohashi and Luís Torgo		 DM785