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Chiru Bhattacharyya
List of publications from the DBLP Bibliography Server - FAQ
| * | 2009 | |
|---|---|---|
| 31 | EE | Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya: Interval Data Classification under Partial Information: A Chance-Constraint Approach. PAKDD 2009: 208-219 |
| 30 | EE | Sahely Bhadra, Chiranjib Bhattacharyya, Nagasuma Chandra, I. Saira Mian: A linear programming approach for estimating the structure of a sparse linear genetic network from transcript profiling data. Algorithms for Molecular Biology 4: (2009) |
| 29 | EE | Vinay Jethava, Krishnan Suresh, Chiranjib Bhattacharyya, Ramesh Hariharan: Randomized Algorithms for Large scale SVMs CoRR abs/0909.3609: (2009) |
| 28 | EE | Shivakumar Keerthikumar, Rajesh Raju, Kumaran Kandasamy, Atsushi Hijikata, Subhashri Ramabadran, Lavanya Balakrishnan, Mukhtar Ahmed, Sandhya Rani, Lakshmi Dhevi N. Selvan, Devi S. Somanathan, Somak Ray, Mitali Bhattacharjee, Sashikanth Gollapudi, Y. L. Ramachandra, Sahely Bhadra, Chiranjib Bhattacharyya, Kohsuke Imai, Shigeaki Nonoyama, Hirokazu Kanegane, Toshio Miyawaki, Akhilesh Pandey, Osamu Ohara, S. Sujatha Mohan: RAPID: Resource of Asian Primary Immunodeficiency Diseases. Nucleic Acids Research 37(Database-Issue): 863-867 (2009) |
| 2008 | ||
| 27 | EE | Soumen Chakrabarti, Rajiv Khanna, Uma Sawant, Chiru Bhattacharyya: Structured learning for non-smooth ranking losses. KDD 2008: 88-96 |
| 26 | EE | M. Narasimha Murty, Rashmin Babaria, Chiranjib Bhattacharyya: Clustering Based on Genetic Algorithms. Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases 2008: 137-159 |
| 25 | EE | Karthik Kumara, Rahul Agrawal, Chiranjib Bhattacharyya: A large margin approach for writer independent online handwriting classification. Pattern Recognition Letters 29(7): 933-937 (2008) |
| 2007 | ||
| 24 | EE | E. Sriraghavendra, K. Karthik, Chiranjib Bhattacharyya: Fréchet Distance Based Approach for Searching Online Handwritten Documents. ICDAR 2007: 461-465 |
| 23 | EE | Rashmin Babaria, J. Saketha Nath, S. Krishnan, K. R. Sivaramakrishnan, Chiranjib Bhattacharyya, M. Narasimha Murty: Focused crawling with scalable ordinal regression solvers. ICML 2007: 57-64 |
| 22 | EE | Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma Chandra: Structural alignment based kernels for protein structure classification. ICML 2007: 73-80 |
| 21 | EE | K. R. Sivaramakrishnan, K. Karthik, Chiranjib Bhattacharyya: Kernels for Large Margin Time-Series Classification. IJCNN 2007: 2746-2751 |
| 20 | EE | Krishnan Kumar, Chiru Bhattacharyya, Ramesh Hariharan: A Randomized Algorithm for Large Scale Support Vector Learning. NIPS 2007 |
| 19 | EE | Mehul Parsana, Sourangshu Bhattacharya, Chiru Bhattacharyya, K. R. Ramakrishnan: Kernels on Attributed Pointsets with Applications. NIPS 2007 |
| 18 | EE | J. Saketha Nath, Chiranjib Bhattacharyya: Maximum Margin Classifiers with Specified False Positive and False Negative Error Rates. SDM 2007 |
| 17 | EE | Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma Chandra: Comparison of protein structures by growing neighborhood alignments. BMC Bioinformatics 8: (2007) |
| 2006 | ||
| 16 | EE | J. Saketha Nath, Chiranjib Bhattacharyya, M. Narasimha Murty: Clustering based large margin classification: a scalable approach using SOCP formulation. KDD 2006: 674-679 |
| 15 | EE | Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma Chandra: Projections for fast protein structure retrieval. BMC Bioinformatics 7(S-5): (2006) |
| 14 | EE | Pannagadatta K. Shivaswamy, Chiranjib Bhattacharyya, Alexander J. Smola: Second Order Cone Programming Approaches for Handling Missing and Uncertain Data. Journal of Machine Learning Research 7: 1283-1314 (2006) |
| 2005 | ||
| 13 | EE | H. M. Prasanna, D. Ghose, M. S. Bhat, Chiranjib Bhattacharyya, J. Umakant: Ascent Phase Trajectory Optimization for a Hypersonic Vehicle Using Nonlinear Programming. ICCSA (4) 2005: 548-557 |
| 2004 | ||
| 12 | EE | Niranjan K. Boora, Chiranjib Bhattacharyya, K. Gopinath: Efficient Algorithms for Intrusion Detection. ICDCIT 2004: 346-352 |
| 11 | EE | K. R. Sivaramakrishnan, Chiranjib Bhattacharyya: Time Series Classification for Online Tamil Handwritten Character Recognition - A Kernel Based Approach. ICONIP 2004: 800-805 |
| 10 | EE | Chiranjib Bhattacharyya, Pannagadatta K. Shivaswamy, Alex J. Smola: A Second Order Cone programming Formulation for Classifying Missing Data. NIPS 2004 |
| 9 | EE | Chiranjib Bhattacharyya, L. R. Grate, Michael I. Jordan, Laurent El Ghaoui, I. Saira Mian: Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data. Journal of Computational Biology 11(6): 1073-1089 (2004) |
| 8 | EE | Chiranjib Bhattacharyya: Second Order Cone Programming Formulations for Feature Selection. Journal of Machine Learning Research 5: 1417-1433 (2004) |
| 2003 | ||
| 7 | EE | Chiranjib Bhattacharyya, L. R. Grate, A. Rizki, D. Radisky, F. J. Molina, Michael I. Jordan, Mina J. Bissell, I. Saira Mian: Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data. Signal Processing 83(4): 729-743 (2003) |
| 2002 | ||
| 6 | EE | L. R. Grate, Chiranjib Bhattacharyya, Michael I. Jordan, I. Saira Mian: Simultaneous Relevant Feature Identification and Classification in High-Dimensional Spaces. WABI 2002: 1-9 |
| 5 | EE | Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan: A Robust Minimax Approach to Classification. Journal of Machine Learning Research 3: 555-582 (2002) |
| 2001 | ||
| 4 | EE | Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib Bhattacharyya, Michael I. Jordan: Minimax Probability Machine. NIPS 2001: 801-807 |
| 3 | EE | Chiranjib Bhattacharyya, S. Sathiya Keerthi: Mean Field Methods for a Special Class of Belief Networks. J. Artif. Intell. Res. (JAIR) 15: 91-114 (2001) |
| 2 | S. Sathiya Keerthi, Shirish Krishnaj Shevade, Chiranjib Bhattacharyya, K. R. K. Murthy: Improvements to Platt's SMO Algorithm for SVM Classifier Design. Neural Computation 13(3): 637-649 (2001) | |
| 2000 | ||
| 1 | Chiranjib Bhattacharyya, S. Sathiya Keerthi: A Variational Mean-Field Theory for Sigmoidal Belief Networks. NIPS 2000: 374-380 | |