Journal Papers:

• Stepinski Tomasz,Vilalta Ricardo,Ghosh Soumya. Machine Learning Tools for Automatic Mapping of Martian Landforms. IEEE Intelligent Systems, Volume 22,Number 6, Nov/Dec 2007.[preprint]

Conference Proceedings:

• Stepinski Tomasz,Ghosh Soumya, Vilalta Ricardo. Machine Learning for Automated Mapping of Planetary Surfaces.19th Conference on Innovative Applications of Artificial Intelligence (IAAI-2007).[pdf][ppt]
• Ghosh Soumya, Stepinski Tomasz, Vilalta Ricardo. Automatic Mapping of Martian Landforms Using Segmentation-Based Classification.38th Lunar and Planetary Science Conference (LPSC-2007).[pdf]
• Stepinski Tomasz,Ghosh Soumya,Vilalta Ricardo. Automatic Recognition of Landforms on Mars Using Terrain Segmentation and Classification.9th International Conference on Discovery Science (DS-2006).[pdf]

Thesis:

• Ghosh Soumya. A Machine Learning Approach for Automated Geomorphic Map Generation.Masters Thesis 2006. [pdf]

Technical Report:

• Ghosh Soumya.Frequency of Execution Metrics for GBT Observations.NRAO Technical Report' 2005.[doc]

Talks and Presentations:

Here are a bunch of talks i gave recently. Hopefully someone will find these useful.

• Sentiment Classification.[ppt]
  
• A brief Tutorial on Markov Random Fields.[ppt]