M. Narasimha Murty (Professor) |
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BIO |
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PhD (1982, IISc) |
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PUBLICATIONS
SELECTED PUBLICATIONS (each has 20 or more number of citations as per Google Scholar on November 22, 2016) |
STUDENTS
PhD Students.
- B. Shekar: A Knowledge-Based Approach to Pattern Clustering, 1988 (with Prof. G. Krishna).
- S.H. Srinivasan: Studies in Learning and Representation in connectionist Networks, 1993.
- V. Sridhar: Labelled clustering and its Applications, 1993.
- G. Phanendra Babu: Evolutionary and Connectionist Approaches to Pattern Clustering, 1994 (with Prof. S. Sathiya Keerthi).
- M. Prakash: Learning in Subspace Methods Using weighted and Multi-Subspace Representations, 1996.
- S. Bhattacharya: A Novel Scheme for Speech Synthesis, 1997.
- V. Susheela Devi: Optimal Prototype Selection for Efficient Pattern Classification, 2001 (with Prof. Indraneel Sen).
- K. R. K. Murthy: Sharable Instructable Agent for Information Filtering, 2001 (with Prof. S. Sathiya Keerthi).
- C. Bhattacharyya: Plefka's Mean-Field Theory and Belief Networks, 2002 (with Prof. Sathiya Keerthi).
- S. K. Shevade: Some Efficient Algorithms for Support Vector Machines, 2001 (with Prof. S. Sathiya Keerthi).
- Dipti Deodhare: Bimodal Projections Based Features for High Dimensional Pattern Classification, 2001 (with Dr. M. Vidyasagar).
- V. S. Ananthanarayana: Knowledge-Based Mining of Multi-Databases for Associations, 2001 (with Prof. D. K. Subramanian).
- S. V. N. Vishwanathan: Kernel Methods: Fast Algorithms and Real Life Applications, 2003.
- P. Viswanath: Pattern Synthesis Techniques and Compact Data
Representation Schemes for Efficient Nearest Neighbor Classification,
2005 (with Dr. S. Bhatnagar) (Awarded the Best Thesis Award).
- P. A. Vijaya: Efficient Hierarchical Clustering Techniques for Pattern Classification, 2005 (with Prof. D. K. Subramanian).
- D. Ambedkar: On generalized Measures of Information with Maximum
and Minimum Entropy Prescriptions, 2006(with Dr. S. Bhatnagar).
- T. Ravindra Babu: Efficient Schemes for Large-Scale Pattern Classification, 2006 (with Dr. V. K. Agrawal).
- S. Asharaf: Efficient Kernel Methods for Large Scale
Classification, 2007 (with Dr. S. K. Shevade)(IBM Outstanding PhD
student award).
- Geetha Manjunath, Semantic Analysis of Web Pages for Task-Based Personal Web Interactions, 2013 (with Dr. Dinkar Sitaram, HP Research Labs, Bangalore).
- N. N. Ranga Suri, Outlier Detection with Applications in Graph Data Mining, 2014 (with Dr. Athithan, CAIR, Bangalore).
- Shyni Thomas, Planning based on Informed Search (In Progress) (with Dr. Dipti Deodhare, CAIR, Bangalore).
- Govind Sharma, Document Summarization(In Progress).
- Sharad Nandanawar, Topic Models(In Progress).
M. Sc. (Engg.) Students:
- C. Srinivas: Pattern classification using conjunctive conceptual clustering procedures, 1986.
- S. Choudhury: Hierarchical Data Structures for Pattern Recognition, 1987.
- Malini K. Bhandaru: Learning from examples using Hierarchical Counterfactual Expressions, 1989.
- Atul Negi: Algorithmic knowledge for a knowledge-based clustering environment, 1989.
- V. Rajasekar: Intelligent Backtracking in Logic Programs, 1990.
- V.S.S. Suresh Babu: Preprocessing for Optimal Multilevel clustering, 1990.
- Francis Joy: Reason Maintenance and Logic, 1993.
- V. Vijaya Saradhi: Pattern Representation and Prototype Selection for Handwritten Digit Recognition, 1999.
- P. Ramanujam: Development of a General-Purpose Sanskrit Parser, 1999 (with Prof. Nagaraj Shenoy).
- T. Ravindra Babu: Data Clustering and Evolutionary Algorithms for Data Mining, 2000 (with Dr. M. Sambasiva Rao).
- D. Ambedkar: ACE-Model: A Conceptual Evolutionary Model for Evolutionary Computation and Artificial Life, 2002.
- B. N. Ranganath: Efficient Frequent Closed Itemset Algorithms with Applications to Stream Mining and Classification, 2009.
- Govind Sharma: Sentiment-Driven Topic Analysis of Song Lyrics, 2012.
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AWARDS and HONORS
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Leader, Team winning the KDD Cup 2003 (task 1) organized by the Cornell University
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The paper "Pattern Clustering: A Review" coauthored by him is the most frequently downloaded article during 2004, 2005, and 2006 from ACM publications (Source: Communications of the ACM).
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Alumni Award for Excellence in Research for Engineering, IISc, Bangalore, 2007.
- Fellow, Indian National Academy of Engineering (INAE), India, 2008.
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IISc Colloquium, "Clustering Large Data sets", delivered on March 29, 2010.
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Associate Editor, Sadhana, An Official Journal of the Indian Academy of Sciences, published by Springer.
- Fellow, The National Academy of Sciences (NASI), India, 2011.
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CONTACT
Dept. of CSA, IISc
Bangalore-560 012, India
Phone: 91-80-2293-2779
Email:
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