Author Index

Tabei, Yasuo

Succinct Interval-Splitting Tree for Scalable Similarity Search of Compound-Protein Pairs with Property Constraints (Page 176)

Takaya, Noriko

Nonparametric Hierarchal Bayesian Modeling in Non-Contractual Heterogeneous Survival Data (Page 668)

Talwalkar, Ameet

A General Bootstrap Performance Diagnostic (Page 419)

Tan, Kian-Lee

A Privacy Preserving Framework for Managing Vehicle Data in Road Pricing Systems (Page 1427)

Tan, Ming

Direct Optimization of Ranking Measures for Learning to Rank Models (Page 856)

Tang, Fengzhen

Model-Based Kernel for Efficient Time Series Analysis (Page 392)

Tang, Jian

One Theme in All Views: Modeling Consensus Topics in Multiple Contexts (Page 5)

Tang, Jie

Confluence: Conformity Influence in Large Social Networks (Page 347)

SAE: Social Analytic Engine for Large Networks (Page 1502)

Tang, Liang

An Integrated Framework for Optimizing Automatic Monitoring Systems in Large IT Infrastructures (Page 1249)

Tang, Lu-An

Mining Lines in the Sand: On Trajectory Discovery from Untrustworthy Data in Cyber-Physical System (Page 410)

Tao, Dacheng

Constrained Stochastic Gradient Descent for Large-Scale Least Squares Problem (Page 883)

Tao, Fangbo

AMETHYST: A System for Mining and Exploring Topical Hierarchies of Heterogeneous Data (Page 1458)

EventCube: Multi-Dimensional Search and Mining of Structured and Text Data (Page 1494)

Taula, Thrivikrama

A Phrase Mining Framework for Recursive Construction of a Topical Hierarchy (Page 437)

Termier, Alexandre

Efficiently Rewriting Large Multimedia Application Execution Traces with Few Event Sequences (Page 1348)

Terzi, Evimaria

Repetition-Aware Content Placement in Navigational Networks (Page 820)

Thakur, Mayur

Diversity Maximization Under Matroid Constraints (Page 32)

Thomee, Bart

Automatic Selection of Social Media Responses to News (Page 50)

Thompson, John P.

Exploratory Analysis of Highly Heterogeneous Document Collections (Page 1375)

Thompson, Paul M.

Multi-Source Learning with Block-Wise Missing Data for Alzheimer'Ss Disease Prediction (Page 185)

Thornton, Chris

Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms (Page 847)

Tino, Peter

Model-Based Kernel for Efficient Time Series Analysis (Page 392)

Tjoelker, Rod

EventCube: Multi-Dimensional Search and Mining of Structured and Text Data (Page 1494)

Tong, Yongxin

WiseMarket: A New Paradigm for Managing Wisdom of Online Social Users (Page 455)

Tran, Truyen

An Integrated Framework for Suicide Risk Prediction (Page 1410)

Tseng, Vincent S.

Mining High Utility Episodes in Complex Event Sequences (Page 536)

Tsiarli, Maria

Denser Than the Densest Subgraph: Extracting Optimal Quasi-Cliques with Quality Guarantees (Page 104)

Tsourakakis, Charalampos E.A.P.A

Denser Than the Densest Subgraph: Extracting Optimal Quasi-Cliques with Quality Guarantees (Page 104)

Algorithmic Techniques for Modeling and Mining Large Graphs (AMAzING) (Page 1523)

Tung, Anthony K. H.

A "Semi-Lazy" Approach to Probabilistic Path Prediction in Dynamic Environments (Page 748)

Uchiyama, Tadasu

Nonparametric Hierarchal Bayesian Modeling in Non-Contractual Heterogeneous Survival Data (Page 668)

Ueyama, Satoshi

Modeling and Probabilistic Reasoning of Population Evacuation During Large-Scale Disaster (Page 1231)

Ugander, Johan

Graph Cluster Randomization: Network Exposure to Multiple Universes (Page 329)

Restreaming Graph Partitioning: Simple Versatile Algorithms for Advanced Balancing (Page 1106)

Uthurusamy, Ramasamy

General Chairs' Welcome Message

Varian, Hal

Predicting the Present with Search Engine Data (Page 4)

Vatsavai, Ranga Raju

Gaussian Multiple Instance Learning Approach for Mapping the Slums of the World Using Very High Resolution Imagery (Page 1419)

Venkatesh, Svetha

An Integrated Framework for Suicide Risk Prediction (Page 1410)

Verbiest, Nele

Risk-O-Meter: An Intelligent Clinical Risk Calculator (Page 1518)

Walker, Peter

Network Discovery via Constrained Tensor Analysis of fMRI Data (Page 194)

Walker, Toby

Online Controlled Experiments at Large Scale (Page 1168)

Wang, Chaokun

LAFT-Explorer: Inferring, Visualizing and Predicting How Your Social Network Expands (Page 1510)

Wang, Chi

A Phrase Mining Framework for Recursive Construction of a Topical Hierarchy (Page 437)

AMETHYST: A System for Mining and Exploring Topical Hierarchies of Heterogeneous Data (Page 1458)

EventCube: Multi-Dimensional Search and Mining of Structured and Text Data (Page 1494)

Mining Evidences for Named Entity Disambiguation (Page 1070)

Wang, Dawei

Towards Long-Lead Forecasting of Extreme Flood Events: A Data Mining Framework for Precipitation Cluster Precursors Identification (Page 1285)

Wang, Fei

Cascading Outbreak Prediction in Networks: A Data-Driven Approach (Page 901)

Comparing Apples to Oranges: A Scalable Solution with Heterogeneous Hashing (Page 230)

FeaFiner: Biomarker Identification from Medical Data through Feature Generalization and Selection (Page 1034)

Wang, Fengjiao

Extracting Social Events for Learning Better Information Diffusion Models (Page 365)

Wang, Guan

Inferring Social Roles and Statuses in Social Networks (Page 695)

Wang, Heidi

Information Cartography: Creating Zoomable, Large-Scale Maps of Information (Page 1097)

Wang, Jia

Redundancy-Aware Maximal Cliques (Page 122)

Wang, Jianfei

SAE: Social Analytic Engine for Large Networks (Page 1502)

Wang, Jianmin

LAFT-Explorer: Inferring, Visualizing and Predicting How Your Social Network Expands (Page 1510)

Wang, Jianyong

Combining Latent Factor Model with Location Features for Event-Based Group Recommendation (Page 910)

Linking Named Entities in Tweets with Knowledge Base via User Interest Modeling (Page 68)

Wang, Jie

An Efficient ADMM Algorithm for Multidimensional Anisotropic Total Variation Regularization Problems (Page 641)

Wang, Jun

Comparing Apples to Oranges: A Scalable Solution with Heterogeneous Hashing (Page 230)

Wang, Junhui

Spotting Opinion Spammers Using Behavioral Footprints (Page 632)

Wang, Lidan

AMETHYST: A System for Mining and Exploring Topical Hierarchies of Heterogeneous Data (Page 1458)

Wang, Min

Linking Named Entities in Tweets with Knowledge Base via User Interest Modeling (Page 68)

Silence Is Also Evidence: Interpreting Dwell Time for Recommendation from Psychological Perspective (Page 989)

Wang, Pengnian

FIU-Miner: A Fast, Integrated, and User-Friendly System for Data Mining in Distributed Environment (Page 1506)

Wang, Shaojun

Direct Optimization of Ranking Measures for Learning to Rank Models (Page 856)

Wang, Sibo

Efficient Single-Source Shortest Path and Distance Queries on Large Graphs (Page 998)

Wang, Taifeng

Psychological Advertising: Exploring User Psychology for Click Prediction in Sponsored Search (Page 563)

Wang, Ting

Location-Aware Publish/Subscribe (Page 802)

Wang, Wei

Flexible and Robust Co-Regularized Multi-Domain Graph Clustering (Page 320)

Forex-Foreteller: Currency Trend Modeling Using News Articles (Page 1470)

Wang, Xi

Multi-Label Relational Neighbor Classification Using Social Context Features (Page 464)

Wang, Xiaolong

Understanding Evolution of Research Themes: A Probabilistic Generative Model for Citations (Page 1115)

Wang, Xiting

Mining Evolutionary Multi-Branch Trees from Text Streams (Page 722)

Wang, Xuezhi

Active Search on Graphs (Page 731)

Wang, Yalin

Multi-Source Learning with Block-Wise Missing Data for Alzheimer'Ss Disease Prediction (Page 185)

Wang, Yang

Location-Aware Publish/Subscribe (Page 802)

Wang, Yaqiong

SEA: A System for Event Analysis on Chinese Tweets (Page 1498)

Wang, Ye

Scalable All-Pairs Similarity Search in Metric Spaces (Page 829)

Wang, Zheng

Querying Discriminative and Representative Samples for Batch Mode Active Learning (Page 158)

Washio, Takashi

Efficiently Rewriting Large Multimedia Application Execution Traces with Few Event Sequences (Page 1348)

Wattenberg, Martin

Ad Click Prediction: A View from the Trenches (Page 1222)

Webb, Geoffrey I.

Panel: A Data Scientist's Guide to Making Money from Start-Ups (Page 1445)

Weber, Ingmar

Learning to Question: Leveraging User Preferences for Shopping Advice (Page 203)

Weiss, Lora

Detecting Insider Threats in a Real Corporate Database of Computer Usage Activity (Page 1393)

Weiss, Sholom M.

Improving Quality Control by Early Prediction of Manufacturing Outcomes (Page 1258)

Weligamage, Justin Z.

A Data Mining Driven Risk Profiling Method for Road Asset Management (Page 1267)

Welling, Max

Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation (Page 446)

Weng, Lilian

The Role of Information Diffusion in the Evolution of Social Networks (Page 356)

Wolpers, Martin

A New Collaborative Filtering Approach for Increasing the Aggregate Diversity of Recommender Systems (Page 955)

Wong, Weng-Keen

Detecting Insider Threats in a Real Corporate Database of Computer Usage Activity (Page 1393)

Wonka, Peter

An Efficient ADMM Algorithm for Multidimensional Anisotropic Total Variation Regularization Problems (Page 641)

Wright, Stephen J.

Optimization in Learning and Data Analysis (Page 3)

Wu, Cheng-Wei

Mining High Utility Episodes in Complex Event Sequences (Page 536)

Wu, Huayu

A Privacy Preserving Framework for Managing Vehicle Data in Road Pricing Systems (Page 1427)

Wu, Junjie

SEA: A System for Event Analysis on Chinese Tweets (Page 1498)

Wu, Sen

Confluence: Conformity Influence in Large Social Networks (Page 347)

SAE: Social Analytic Engine for Large Networks (Page 1502)

Wu, Wei

A "Semi-Lazy" Approach to Probabilistic Path Prediction in Dynamic Environments (Page 748)

A Privacy Preserving Framework for Managing Vehicle Data in Road Pricing Systems (Page 1427)

Wu, Xindong

Towards Long-Lead Forecasting of Extreme Flood Events: A Data Mining Framework for Precipitation Cluster Precursors Identification (Page 1285)

Wu, Yubao

Flexible and Robust Co-Regularized Multi-Domain Graph Clustering (Page 320)

Wu, Zhiang

SEA: A System for Event Analysis on Chinese Tweets (Page 1498)

Xia, Tian

Direct Optimization of Ranking Measures for Learning to Rank Models (Page 856)

Xiang, Shili

A Privacy Preserving Framework for Managing Vehicle Data in Road Pricing Systems (Page 1427)

Xiang, Shuo

Multi-Source Learning with Block-Wise Missing Data for Alzheimer'Ss Disease Prediction (Page 185)

Robust Principal Component Analysis via Capped Norms (Page 311)

Xiao, Xiaokui

Efficient Single-Source Shortest Path and Distance Queries on Large Graphs (Page 998)

Xie, Yusheng

JobMiner: A Real-Time System for Mining Job-Related Patterns from Social Media (Page 1450)

Xing, Eric P.

Fast Structure Learning in Generalized Stochastic Processes with Latent Factors (Page 284)

Xiong, Hui

Learning Geographical Preferences for Point-of-Interest Recommendation (Page 1043)

Xu, Jiexun

Multi-Space Probabilistic Sequence Modeling (Page 865)

Xu, Min

Representing Documents Through Their Readers (Page 14)

Xu, Ya

Online Controlled Experiments at Large Scale (Page 1168)

Xue, Mingqiang

A Privacy Preserving Framework for Managing Vehicle Data in Road Pricing Systems (Page 1427)

Yamanishi, Yoshihiro

Succinct Interval-Splitting Tree for Scalable Similarity Search of Compound-Protein Pairs with Property Constraints (Page 176)

Yan, Da

A Transfer Learning Based Framework of Crowd-Selection on Twitter (Page 1514)

Yan, Guanhua

Discriminant Malware Distance Learning on Structural Information for Automated Malware Classification (Page 1357)

Yan, Rui

Unsupervised Link Prediction Using Aggregative Statistics on Heterogeneous Social Networks (Page 775)

Yan, Tak W.

Predictive Model Performance: Offline and Online Evaluations (Page 1294)

Query Clustering Based on Bid Landscape for Sponsored Search Auction Optimization (Page 1150)

Yan, Xiaoran

Scalable Text and Link Analysis with Mixed-Topic Link Models (Page 473)

Yan, Xifeng

Mining Evidences for Named Entity Disambiguation (Page 1070)

Synthetic Review Spamming and Defense (Page 1088)

Yang, De-Nian

Maximizing Acceptance Probability for Active Friending in Online Social Networks (Page 713)

Yang, Jaewon

Estimating Sharer Reputation via Social Data Calibration (Page 59)

Information Cartography: Creating Zoomable, Large-Scale Maps of Information (Page 1097)

Yang, Qiang

Collaborative Boosting for Activity Classification in Microblogs (Page 482)

Cross-Task Crowdsourcing (Page 677)

Modeling the Dynamics of Composite Social Networks (Page 937)

Yang, Sen

An Efficient ADMM Algorithm for Multidimensional Anisotropic Total Variation Regularization Problems (Page 641)

Yang, Shiqiang

Cascading Outbreak Prediction in Networks: A Data-Driven Approach (Page 901)

Comparing Apples to Oranges: A Scalable Solution with Heterogeneous Hashing (Page 230)

Yang, Yang

SAE: Social Analytic Engine for Large Networks (Page 1502)

Yang, Yiming

Recursive Regularization for Large-Scale Classification with Hierarchical and Graphical Dependencies (Page 257)

Yang, Zhilin

SAE: Social Analytic Engine for Large Networks (Page 1502)

Yao, Xin

Model-Based Kernel for Efficient Time Series Analysis (Page 392)

Yao, Zijun

Learning Geographical Preferences for Point-of-Interest Recommendation (Page 1043)

Ye, Jieping

An Efficient ADMM Algorithm for Multidimensional Anisotropic Total Variation Regularization Problems (Page 641)

FeaFiner: Biomarker Identification from Medical Data through Feature Generalization and Selection (Page 1034)

Multi-Source Learning with Block-Wise Missing Data for Alzheimer'Ss Disease Prediction (Page 185)

Querying Discriminative and Representative Samples for Batch Mode Active Learning (Page 158)

Robust Principal Component Analysis via Capped Norms (Page 311)

Yen, Ian E.-H.

Indexed Block Coordinate Descent for Large-Scale Linear Classification with Limited Memory (Page 248)

Yi, Jeonghee

Predictive Model Performance: Offline and Online Evaluations (Page 1294)

Query Clustering Based on Bid Landscape for Sponsored Search Auction Optimization (Page 1150)

Yin, Hongzhi

LCARS: A Location-Content-Aware Recommender System (Page 221)

Yin, Peifeng

Silence Is Also Evidence: Interpreting Dwell Time for Recommendation from Psychological Perspective (Page 989)

Ylianttila, Mika

An Online System with End-User Services: Mining Novelty Concepts from TV Broadcast Subtitles (Page 1486)

Young, Michael

Ad Click Prediction: A View from the Trenches (Page 1222)

Young, William T.

Detecting Insider Threats in a Real Corporate Database of Computer Usage Activity (Page 1393)

Yu, Hwanjo

TurboGraph: A Fast Parallel Graph Engine Handling Billion-Scale Graphs in a Single PC (Page 77)

Yu, Kui

Towards Long-Lead Forecasting of Extreme Flood Events: A Data Mining Framework for Precipitation Cluster Precursors Identification (Page 1285)

Yu, Linyun

Cascading Outbreak Prediction in Networks: A Data-Driven Approach (Page 901)

Yu, Philip S.

Extracting Social Events for Learning Better Information Diffusion Models (Page 365)

Inferring Distant-Time Location in Low-Sampling-Rate Trajectories (Page 1454)

Inferring Social Roles and Statuses in Social Networks (Page 695)

LAFT-Explorer: Inferring, Visualizing and Predicting How Your Social Network Expands (Page 1510)

Mining High Utility Episodes in Complex Event Sequences (Page 536)

Multi-Label Classification by Mining Label and Instance Correlations from Heterogeneous Information Networks (Page 614)

Yu, Ting

Mining Frequent Graph Patterns with Differential Privacy (Page 545)

Yu, Xiao

Mining Lines in the Sand: On Trajectory Discovery from Untrustworthy Data in Cyber-Physical System (Page 410)

Yuan, Lei

FeaFiner: Biomarker Identification from Medical Data through Feature Generalization and Selection (Page 1034)

Multi-Source Learning with Block-Wise Missing Data for Alzheimer'Ss Disease Prediction (Page 185)

Yuan, Quan

Who, Where, When and What: Discover Spatio-Temporal Topics for Twitter Users (Page 605)

Yue, Yisong

Adaptive Collective Routing Using Gaussian Process Dynamic Congestion Models (Page 704)

Zafarani, Reza

Connecting Users Across Social Media Sites: A Behavioral-Modeling Approach (Page 41)

Zakaria, Jesin

Towards Never-Ending Learning from Time Series Streams (Page 874)

Zaki, Mohammed J.

Approximate Graph Mining with Label Costs (Page 518)

Zakrzewska, Anita

Detecting Insider Threats in a Real Corporate Database of Computer Usage Activity (Page 1393)

Zeng, Chunqiu

FIU-Miner: A Fast, Integrated, and User-Friendly System for Data Mining in Distributed Environment (Page 1506)

Zhai, ChengXiang

EventCube: Multi-Dimensional Search and Mining of Structured and Text Data (Page 1494)

Understanding Evolution of Research Themes: A Probabilistic Generative Model for Citations (Page 1115)

Zhang, Aidong

Multi-Source Deep Learning for Information Trustworthiness Estimation (Page 766)

Zhang, Bo

Scalable Inference in Max-Margin Topic Models (Page 964)

Zhang, Chengqi

Summarizing Probabilistic Frequent Patterns: A Fast Approach (Page 527)

Zhang, Cun-Hui

Exact Sparse Recovery with L0 Projections (Page 302)

Zhang, Dan

MI2LS: Multi-Instance Learning from Multiple Information Sources (Page 149)

Zhang, Duo

EventCube: Multi-Dimensional Search and Mining of Structured and Text Data (Page 1494)

Zhang, Jing

SAE: Social Analytic Engine for Large Networks (Page 1502)

Zhang, Jun

LAFT-Explorer: Inferring, Visualizing and Predicting How Your Social Network Expands (Page 1510)

Zhang, Ming

One Theme in All Views: Modeling Consensus Topics in Multiple Contexts (Page 5)

Zhang, Quanshi

Modeling and Probabilistic Reasoning of Population Evacuation During Large-Scale Disaster (Page 1231)

Zhang, Simon

Inferring Social Roles and Statuses in Social Networks (Page 695)

Zhang, Wei

Combining Latent Factor Model with Location Features for Event-Based Group Recommendation (Page 910)

Zhang, Xiang

Flexible and Robust Co-Regularized Multi-Domain Graph Clustering (Page 320)

Zhang, Xiatian

An Efficient ADMM Algorithm for Multidimensional Anisotropic Total Variation Regularization Problems (Page 641)

Zhang, Yinan

A Phrase Mining Framework for Recursive Construction of a Topical Hierarchy (Page 437)

Zhang, Yutao

SAE: Social Analytic Engine for Large Networks (Page 1502)

Zhang, Yuyu

Psychological Advertising: Exploring User Psychology for Click Prediction in Sponsored Search (Page 563)

Zhao, Bo

EventCube: Multi-Dimensional Search and Mining of Structured and Text Data (Page 1494)

Zhao, Huasha

Big Data Analytics with Small Footprint: Squaring the Cloud (Page 95)

Zhao, Liang

STED: Semi-Supervised Targeted-Interest Event Detection in Twitter (Page 1466)

Zhao, Peilin

Cost-Sensitive Online Active Learning with Application to Malicious URL Detection (Page 919)

Zhao, Yuchen

Inferring Social Roles and Statuses in Social Networks (Page 695)

Zhao, Zhou

A Transfer Learning Based Framework of Crowd-Selection on Twitter (Page 1514)

Zheng, Li

FIU-Miner: A Fast, Integrated, and User-Friendly System for Data Mining in Distributed Environment (Page 1506)

Zheng, Lu

Optimizing Parallel Belief Propagation in Junction Trees Using Regression (Page 757)

Zheng, Xiaodong

Collaborative Matrix Factorization with Multiple Similarities for Predicting Drug-Target Interactions (Page 1025)

Zheng, Xun

Scalable Inference in Max-Margin Topic Models (Page 964)

Zheng, Yu

U-Air: When Urban Air Quality Inference Meets Big Data (Page 1436)

Zhong, Erheng

Cross-Task Crowdsourcing (Page 677)

Modeling the Dynamics of Composite Social Networks (Page 937)

Zhou, Jiayu

FeaFiner: Biomarker Identification from Medical Data through Feature Generalization and Selection (Page 1034)

Zhou, Jingbo

A "Semi-Lazy" Approach to Probabilistic Path Prediction in Dynamic Environments (Page 748)

Zhou, Li

Scalable Inference in Max-Margin Topic Models (Page 964)

Zhou, Tianyi

Constrained Stochastic Gradient Descent for Large-Scale Least Squares Problem (Page 883)

Zhou, Wubai

FIU-Miner: A Fast, Integrated, and User-Friendly System for Data Mining in Distributed Environment (Page 1506)

Zhou, Yang

Social Influence Based Clustering of Heterogeneous Information Networks (Page 338)

Zhu, Andy Diwen

Efficient Single-Source Shortest Path and Distance Queries on Large Graphs (Page 998)

Zhu, Jun

Scalable Inference in Max-Margin Topic Models (Page 964)

Zhu, Shanfeng

Collaborative Matrix Factorization with Multiple Similarities for Predicting Drug-Target Interactions (Page 1025)

Zhu, Wenwu

Cascading Outbreak Prediction in Networks: A Data-Driven Approach (Page 901)

Comparing Apples to Oranges: A Scalable Solution with Heterogeneous Hashing (Page 230)

Zhu, Yaojia

Scalable Text and Link Analysis with Mixed-Topic Link Models (Page 473)

Zhu, Yin

Modeling the Dynamics of Composite Social Networks (Page 937)

Zhuang, Honglei

SAE: Social Analytic Engine for Large Networks (Page 1502)

Zimek, Arthur

Subsampling for Efficient and Effective Unsupervised Outlier Detection Ensembles (Page 428)

Zolfaghar, Kiyana

Risk-O-Meter: An Intelligent Clinical Risk Calculator (Page 1518)