CIDU 2010: Mountain View, CA, USA

Session 1

• Claire Monteleoni, Gavin A. Schmidt, Shailesh Saroha:
  Tracking Climate Models. 1-15
  
• Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly:
  Complex Networks In Climate Science: Progress, Opportunities And Challenges. 16-26
  
• Goo Jun, Joydeep Ghosh:
  Spatially Adaptive Semi-supervised Learning with Gaussian Processes for Hyperspectral Data Analysis. 27-38
  

Session 2

• Isaac Persing, Vincent Ng:
  Improving Cause Detection Systems with Active Learning. 39-53
  
• Alan Kraut, David Wettergreen:
  Classification of Mars Terrain Using Multiple Data Sources. 54-68
  
• Varun Chandola, Ranga Raju Vatsavai:
  Scalable Time Series Change Detection for Biomass Monitoring Using Gaussian Process. 69-82
  
• Amrudin Agovic, Hanhuai Shan, Arindam Banerjee:
  Analyzing Aviation Safety Reports: From Topic Modeling to Scalable Multi-Label Classification. 83-97
  

Session 3

• Bradley W. Jackson, Jeffrey D. Scargle, Chris Cusanza, David Barnes, Dennis Kanygin, Russell Sarmiento, Sowmya Subramaniam, Tzu-Wang Chuang:
  Optimal Partitions of Data In Higher Dimensions. 98-108
  
• Kanishka Bhaduri, Kamalika Das, Petr Votava:
  Distributed Anomaly Detection using Satellite Data From Multiple Modalitie. 109-123
  
• Ara V. Nefian, Taemin Kim, Michael Broxton, Zachary Moratto:
  Lunar Terrain and Albedo Reconstruction from Apollo Imagery. 124-132
  
• Steven Baehr, Arun Vedachalam, Kirk D. Borne, Daniel Sponseller:
  Data Mining the Galaxy Zoo Mergers. 133-144
  

Session 4

• Bolin Ding, Yintao Yu, Bo Zhao, Cindy Xide Lin, Jiawei Han, Chengxiang Zhai:
  Keyword Search in Text Cube: Finding Top-k Aggregated Cell Documents. 145-159
  
• Guichong Li:
  Probability Calibration By The Minimum And Maximum Probability Scores in One-Class Bayes Learning For Anomaly Detection. 160-174
  
• Shyam Boriah, Varun Mithal, Ashish Garg, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster:
  A Comparative Study Of Algorithms For Land Cover Change. 175-188
  

Session 5

• Juan M. Banda, Rafal A. Angryk:
  Usage of Dissimilarity Measures and Multidimensional Scaling for Large Scale Solar Data Analysis. 189-203
  
• Caitlin Race, Michael Steinbach, Auroop Ganguly, Fredrick H. M. Semazzi, Vipin Kumar:
  A Knowledge Discovery Strategy for Relating Sea Surface Temperatures to Frequencies of Tropical Storms and Generating Predictions of Hurricanes Under 21st-century Global Warming Scenarios. 204-212
  
• Amy McGovern, Timothy A. Supinie, David John Gagne II, Nathaniel Troutman, Matthew W. Collier, Rodger A. Brown, Jeffrey B. Basara, John K. Williams:
  Severe Weather Processes through Spatiotemporal Relational Random Forests. 213-227
  
• Anthony M. D'Amato, Aaron J. Ridley, Dennis S. Bernstein:
  Adaptive Model Refinement for the Ionosphere and Thermosphere. 228-242
  

Session 6

• Tushar Mahule, Kirk D. Borne, Sandipan Dey, Sugandha Arora, Hillol Kargupta:
  PADMINI: A Peer-to-Peer Distributed Astronomy Data Mining System and a Case Study. 243-257
  
• Varun Chandola, Ranga Raju Vatsavai:
  Multi-temporal remote sensing image classification - A multi-view approach. 258-270
  
• Subhasish Mohanty, Aditi Chattopadhyay, John N. Rajadas, Clyde Coelho:
  Dynamic Strain Mapping and Real-time Damage State Estimation Under Biaxial Random Fatigue Loading. 271-284
  
• Mohammad Salim Ahmed, Latifur Khan, Nikunj C. Oza, Mandava Rajeswari:
  Multi-label ASRS Dataset Classification Using Semi Supervised Subspace Clustering. 285-299
  

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