Cover Art (PDF)
Title Page i (PDF)
Title Page iii (PDF)
Copyright Page (PDF)
Table of Contents (PDF)
Message from the Conference Chairs (PDF)
Message from the Workshop Co-chairs (PDF)
Preface to the Workshop on Mining Communities and People Recommenders (PDF)
Preface to the Workshop on Domain Driven Data Mining (PDF)
Preface to the Third International Workshop on Privacy Aspects of Data Mining (PDF)
Preface to the Fourth Workshop on Data Mining Case Studies (PDF)
Preface to the Large Scale Visual Analytics Workshop (PDF)
Preface to the International Workshop on Spatial and Spatio-Temporal Data Mining (PDF)
Preface to the International Workshop on Data Mining in Networks (PDF)
Preface to the Declarative Pattern Mining Workshop (PDF)
Preface to the Data Mining for Service Workshop (PDF)
Preface to the IEEE ICDM 2011 PhD Forum (PDF)
Preface to the ICDM 2011 Demo Session (PDF)
Sponsors (PDF)
Parallel Kriging Analysis for Large Spatial Datasets (Abstract)
Machine Reading for Notion-Based Sentiment Mining (Abstract)
Multi-aspect Sentiment Analysis with Topic Models (Abstract)
Longitudinal Sales Responses with Online Reviews (Abstract)
Fine-Grained Opinion Mining Using Conditional Random Fields (Abstract)
Detecting General Opinions from Customer Surveys (Abstract)
Mining Opinion Attributes from Texts Using Multiple Kernel Learning (Abstract)
Epidemic K-Means Clustering (Abstract)
A Large Scale URL Verification Pipeline Using Hadoop (Abstract)
Latency Minimizing Tasking for Information Processing Systems (Abstract)
The Deployment of MML for Data Analytics over the Cloud (Abstract)
Meta-learning for Selecting a Multi-label Classification Algorithm (Abstract)
Temporal Cross-Selling Optimization Using Action Proxy-Driven Reinforcement Learning (Abstract)
Entity Resolution with Attribute and Connection Graph (Abstract)
Kernel-Based Clustering with Automatic Cluster Number Selection (Abstract)
A Novel Co-clustering Method with Intra-similarities (Abstract)
Stream Prediction Using Representative Episode Rules (Abstract)
Retweet Modeling Using Conditional Random Fields (Abstract)
Employing Team Composition Strategies for Recommending Teams (Abstract)
Time-Aware Ranking in Dynamic Citation Networks (Abstract)
Automatic Training Data Cleaning for Text Classification (Abstract)
Domain-Driven Data Mining in Human Resource Management: A Review (Abstract)
Cross-Domain Recommender Systems (Abstract)
Approximate Record Matching Using Hash Grams (Abstract)
Transportability of Causal and Statistical Relations: A Formal Approach (Abstract)
Unifying Change -- Towards a Framework for Detecting the Unexpected (Abstract)
Change Mining of Customer Profiles Based on Transactional Data (Abstract)
Interpretable, Online Soft-Sensors for Process Control (Abstract)
Interpretability of Sudden Concept Drift in Medical Informatics Domain (Abstract)
An Application of Differentially Private Linear Mixed Modeling (Abstract)
enList: Automatically Simplifying Privacy Policies (Abstract)
Privacy Preserving GWAS Data Sharing (Abstract)
Data Mining and Privacy of Personal Behaviour Types in Smart Grid (Abstract)
Fairness-aware Learning through Regularization Approach (Abstract)
Characterizing Anomalous Behaviors and Revising Robotic Controllers (Abstract)
A/B Testing at SweetIM: The Importance of Proper Statistical Analysis (Abstract)
An Analysis of Treatment Patterns: A Case Study on Carpal Tunnel Syndrome (Abstract)
Crime Forecasting Using Data Mining Techniques (Abstract)
Clustering Based Fast Low-Rank Approximation for Large-Scale Graph (Abstract)
Efficient Indexing for Mobile Image Retrieval (Abstract)
Online Heterogeneous Feature Fusion for Visual Recognition (Abstract)
Wisdom of Crowds: Single Image Super-resolution from the Web (Abstract)
Learning to Combine Ad-hoc Ranking Functions for Image Retrieval (Abstract)
From Videos to Places: Geolocating the World's Videos (Abstract)
Incremental Support Vector Clustering (Abstract)
High-Resolution Urban Image Classification Using Extended Features (Abstract)
Trended DTW Based on Piecewise Linear Approximation for Time Series Mining (Abstract)
Origin/Destination-estimation Using Cellular Network Data (Abstract)
Linearly-Combined Web Sensors for Spatio-temporal Data Extraction from the Web (Abstract)
Prophet -- A Link-Predictor to Learn New Rules on NELL (Abstract)
Temporal Scale of Processes in Dynamic Networks (Abstract)
Automatically Spotting Information-Rich Nodes in Graphs (Abstract)
Stochastic Network Motif Detection in Social Media (Abstract)
Diffusion in Networks with Overlapping Community Structure (Abstract)
Scalable Link Prediction on Multidimensional Networks (Abstract)
Collaborative Filtering for Coordinated Monitoring in Sensor Networks (Abstract)
Identifying HotSpots in Lung Cancer Data Using Association Rule Mining (Abstract)
From Sequences to Papers: An Information Retrieval Exercise (Abstract)
Graph Based Classification of MRI Data Based on the Ventricular System (Abstract)
A Constraint Programming Approach for Enumerating Motifs in a Sequence (Abstract)
Declarative Heuristic Search for Pattern Set Mining (Abstract)
Constraint-Based Pattern Mining in Multi-relational Databases (Abstract)
A New Algorithm Based on Shared Pattern-Tree to Mine Shared Emerging Patterns (Abstract)
Overview of Contrast Data Mining as a Field and Preview of an Upcoming Book (Abstract)
Correlation and Contrast Link Formation Patterns in a Time Evolving Graph (Abstract)
Summarizing Contrasts by Recursive Pattern Mining (Abstract)
RFM Variables Revisited Using Quantile Regression (Abstract)
Visualization of Hospital Services Using Data Mining Methods (Abstract)
On Efficient Distance-Based Similarity Search (Abstract)
Active Learning of Transfer Relationships for Multiple Related Bayesian Network Structures (Abstract)
Understanding and Exploiting the Connections between NMF and SVM (Abstract)
Community Evolution in Dynamic Social Networks -- Challenges and Problems (Abstract)
Nearest Neighbor Voting in High-Dimensional Data: Learning from Past Occurrences (Abstract)
Towards a Framework for Detecting and Managing Opinion Contradictions (Abstract)
NetDriller: A Powerful Social Network Analysis Tool (Abstract)
Route Discovery from Mining Uncertain Trajectories (Abstract)
AskUs: An Opinion Search Engine (Abstract)
SentiCorr: Multilingual Sentiment Analysis of Personal Correspondence (Abstract)
Author Index (PDF)
Publisher's Information (PDF)