KDD-2011 Program Highlights
Invited Talks
- Stephen Boyd, Stanford, “Convex Optimization: from Embedded Real-Time to Large-Scale Distributed”
- Peter Norvig, Google, “Internet Scale Data Analysis”
- David Haussler, UC Santa Cruz, “Cancer Genomics”
- Judea Pearl, UCLA, “The Mathematics of Causal Inference”
Research and Industry/Government Tracks
- 126 research track papers
- 26 industry/government track papers
- Panel: “Lessons learned from contests in data mining”
Industry Practice Expo
- Brand new KDD track
- 10 invited talks from distinguished industry experts
Tutorials
- Data Mining Problems in Internet Ad Systems
- Social Media Analytics
- Modeling with Hadoop
- Finding Bias, and Making Do With Data That Have It
- Scaling Up Machine Learning: Parallel and Distributed Approaches
- Probabilistic Topic Models
Workshops
- KDD Cup Workshop 2011
- 5th International Workshop on Knowledge Discovery from Sensor Data (SensorKDD 2011)
- Visual Analytics and Information Fusion
- The Fifth International Workshop on Social Network Mining and Analysis (SNAKDD 2011)
- Mining and Learning with Graphs
- Knowledge Discovery in Educational Data
- Knowledge Discovery, Modeling and Simulation
- Predictive Model Markup Language (PMML)
- Mining Data Semantics (MDS2011)
- 10th International Workshop on Data Mining in Bioinformatics (BIOKDD 2011)
- Data Mining Applications in Sustainability
- The Eleventh International Workshop on Multimedia Data Mining (MDMKDD 2011)
- KDD4Service: Data Mining for Service and Maintenance
- Data Mining for Medicine and Healthcare
- The Third Workshop on Large-scale Data Mining: Theory and Applications
- The Fifth International Workshop on Data Mining and Audience Intelligence for Online Advertising
