IDEAL

Intelligent Data Exploration and Analysis Laboratory

Dept. of Electrical & Computer Engineering, Univ of Texas, Austin
Professor Joydeep Ghosh , Director

IDEAL Publications

Please read the Copyright Notice before downloading the papers.

Publications by Year: the most extensive listings.

[2009] [2008] [2007] [2006] [2005] [2004] [2003] [2002] [2000-2001] [1995-1999] [before 1995]

Publications by Topic:

• Clustering: including Co-clustering and Consensus Clustering / Cluster Ensembles
• Multi-learner Systems: including Classifier Ensembles, Knowledge Transfer and Reuse  and Hybrid Systems
• Web Mining: including link analysis, document clustering, taxonomies
• Theory and Applications: Remote Sensing and Other Engineering Applications

IDEAL Technical Reports

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IDEAL Technical Reports

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Technical reports by IDEAL members from before 1999.

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• IDEAL-TR01 
  "A Generalized Maximum Extropy Approach to Bregman Co-clustering and Matrix Approximation"
  Arindam Banerjee, Inderjit Dhillon, Joydeep Ghosh, Srujana Merugu, and Dharmendra Modha

• IDEAL-TR02 
  "CLUMP: A scalable and Robust Framework for Structure Discovery"
  Kunal Punera and Joydeep Ghosh

• IDEAL-TR04 
  "Bregman Bubble Clustering: A Robust Framework for Mining Dense Clusters"
  Gunjan Gupta and Joydeep Ghosh

• IDEAL-TR05 
  "Automated Hierarchical Density Shaving and Gene DIVER"
  Gunjan Gupta, Alexander Liu and Joydeep Ghosh

• IDEAL-TR06 
  "Automatic Construction of N-ary Tree Based Taxonomies"
  Kunal Punera, Suju Rajan, and Joydeep Ghosh

• IDEAL-TR07 
  "Predicting Stock Price from Financial Message Boards with a Mixture of Experts Framework"
  Alexander Liu, Bin Gu, Prabhudev Konana, and Joydeep Ghosh

• IDEAL-TR08 
  "A Framework for Simultaneous Co-clustering and Learning from Complex Data"
  Meghana Deodhar and Joydeep Ghosh

• IDEAL-TR09 
  "Robust Overlapping Co-clustering"
  Meghana Deodhar, Hyuk Cho, Gunjan Gupta, Joydeep Ghosh, and Inderjit Dhillon