Research Publications -@ CSE-IITM

Publications by the members of CSE Department :

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Multi-view methods for protein structure comparison using latent dirichlet allocation.

S. Shivashankar, S. Srivathsan, Balaraman Ravindran, Ashish V. Tendulkar
Appeared in Bioinformatics [ISMB/ECCB], Vol 27, pp.61-68, 2011.

Efficient Computation of the Shapley Value for Centrality in Networks.

Karthik V. Aadithya, Balaraman Ravindran, Tomasz P. Michalak, Nicholas R. Jennings
Appeared in Internet and Network Economics - 6th International Workshop, WINE 2010, Stanford, CA, USA, December 13-17, 2010. Proceedings (WINE 2010), Lecture Notes in Computer Science, Vol 6484, pp.1-13, Dec 2010.

Transfer learning across heterogeneous robots with action sequence mapping.

Balaji Lakshmanan, Balaraman Ravindran
Appeared in 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 18-22, 2010, Taipei, Taiwan, pp.3251-3256, Oct 2010.

An Oscillatory Neural Network Model for Birdsong Learning and Generation.

Maya Manaithunai, V. Srinivasa Chakravarthy, Balaraman Ravindran
Appeared in Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II (ICANN 2010), Lecture Notes in Computer Science, Vol 6353, pp.210-215, Sep 2010.

Multi Grain Sentiment Analysis using Collective Classification.

S. Shivashankar, Balaraman Ravindran
Appeared in ECAI 2010 - 19th European Conference on Artificial Intelligence, Lisbon, Portugal, August 16-20, 2010, Proceedings (ECAI 2010), Frontiers in Artificial Intelligence and Applications, Vol 215, pp.823-828, Aug 2010.

Game theoretic network centrality: exact formulas and efficient algorithms.

Karthik V. Aadithya, Balaraman Ravindran
Appeared in 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), Toronto, Canada, May 10-14, 2010, Volume 1-3 (AAMAS 2010), pp.1459-1460, May 2010.

Mining Actionable Patterns.

Prabakararaj Swapna Raj, Balaraman Ravindran
Appeared in Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, May 19-21, 2010, Daytona Beach, Florida, May 2010.

Visual Object Detection using Frequent Pattern Mining.

Yousuf Aboobaker Sait, Balaraman Ravindran
Appeared in Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, May 19-21, 2010, Daytona Beach, Florida, May 2010.

Accurate mobile robot localization in indoor environments using bluetooth.

Aswin N. Raghavan, Harini Ananthapadmanaban, Manimaran Sivasamy Sivamurugan, Balaraman Ravindran
Appeared in IEEE International Conference on Robotics and Automation, ICRA 2010, Anchorage, Alaska, USA, 3-7 May 2010 (ICRA 2010), pp.4391-4396, May 2010.

Identification of Rhetorical Roles for Segmentation and Summarization of a Legal Judgment.

M. Saravanan, Balaraman Ravindran
Appeared in Artif. Intell. Law, Vol 18, pp.45-76, 2010.

Epsilon Equitable Partition: A positional analysis method for large social networks.

Kiran Kate, Balaraman Ravindran
Appeared in Proceedings of the 15th International Conference on Management of Data, December 9-12, 2009, International School of Information Management, Mysore, India, Dec 2009.

MDP based active localization for multiple robots.

Jyotika Bahuguna, Balaraman Ravindran, K. Madhava Krishna
Appeared in IEEE Conference on Automation Science and Engineering, CASE 2009, Bangalore, India, 22-25 August, 2011 (CASE 2009), pp.635-640, Aug 2009.

Improving legal information retrieval using an ontological framework.

M. Saravanan, Balaraman Ravindran, S. Raman
Appeared in Artif. Intell. Law, Vol 17, pp.101-124, 2009.

Latent Dirichlet Allocation and Singular Value Decomposition Based Multi-document Summarization.

Rachit Arora, Balaraman Ravindran
Appeared in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), December 15-19, 2008, Pisa, Italy (ICDM 2008), pp.713-718, Dec 2008.

Personalized Web-page Rendering System.

Swapna Raj Prabakara Raj, Balaraman Ravindran
Appeared in Proceedings of the 14th International Conference on Management of Data, December 17-19, 2008, IIT Bombay, Mumbai, India, pp.30-39, Dec 2008.

Latent dirichlet allocation based multi-document summarization.

Rachit Arora, Balaraman Ravindran
Appeared in Proceedings of the Second Workshop on Analytics for Noisy Unstructured Text Data, AND 2008, Singapore, July 24, 2008, ACM International Conference Proceeding Series, Vol 303, pp.91-97, Jul 2008.

On the hardness of finding symmetries in Markov decision processes.

Shravan Matthur Narayanamurthy, Balaraman Ravindran
Appeared in Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008 (ICML 2008), ACM International Conference Proceeding Series, Vol 307, pp.688-695, Jun 2008.

Machine Learning to Predict the Incidence of Retinopathy of Prematurity.

Aniket Ray, Vikas Kumar Saini, Balaraman Ravindran, Lingam Gopal, Aditya Verma
Appeared in Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, May 15-17, 2008, Coconut Grove, Florida, USA, pp.300-305, May 2008.

Co-SOFT-Clustering: An Information Theoretic Approach to Obtain Overlapping Clusters from Co-Occurrence Data.

P. Swaminathan, Balaraman Ravindran
Appeared in Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, May 15-17, 2008, Coconut Grove, Florida, USA, pp.320-321, May 2008.

Successive refinement algorithms for distributed area coverage using mobile robots.

Sriram Raghavan, Balaraman Ravindran
Appeared in Proceedings of the 1st Bangalore Annual Compute Conference, Compute 2008, Bangalore, India, January 18-20, 2008, pp.20, Jan 2008.

Automatic Identification of Rhetorical Roles using Conditional Random Fields for Legal Document Summarization.

M. Saravanan, Balaraman Ravindran, S. Raman
Appeared in Third International Joint Conference on Natural Language Processing, IJCNLP 2008, Hyderabad, India, January 7-12, 2008 (IJCNLP 2008), pp.481-488, Jan 2008.

Lexical Chains as Document Features.

Dinakar Jayarajan, Dipti Deodhare, Balaraman Ravindran
Appeared in Third International Joint Conference on Natural Language Processing, IJCNLP 2008, Hyderabad, India, January 7-12, 2008 (IJCNLP 2008), pp.111-117, Jan 2008.

Using Legal Ontology for Query Enhancement in Generating a Document Summary.

M. Saravanan, Balaraman Ravindran, S. Raman
Appeared in Legal Knowledge and Information Systems - JURIX 2007: The Twentieth Annual Conference on Legal Knowledge and Information Systems, Leiden, The Netherlands, 12-15 December 2007 (JURIX 2007), Frontiers in Artificial Intelligence and Applications, Vol 165, pp.171-172, Dec 2007.

Intelligent Tutoring Systems using Reinforcement Learning to teach Autistic Students.

B. H. Sreenivasa Sarma, Balaraman Ravindran
Appeared in Home Informatics and Telematics: ICT for The Next Billion - Proceedings of IFIP TC 9, WG 9.3 HOIT 2007 Conference, August 22-25, 2007, Chennai, India (WG 9), IFIP, Vol 241, pp.65-78, Aug 2007.

Homogeneous Hierarchical Composition of Areas in Multi-robot Area Coverage.

Sriram Raghavan, Balaraman Ravindran
Appeared in Abstraction, Reformulation, and Approximation, 7th International Symposium, SARA 2007, Whistler, Canada, July 18-21, 2007, Proceedings (SARA 2007), Lecture Notes in Computer Science, Vol 4612, pp.300-313, Jul 2007.

Image Modeling Using Tree Structured Conditional Random Fields.

Pranjal Awasthi, Aakanksha Gagrani, Balaraman Ravindran
Appeared in IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007 (IJCAI 2007), pp.2060-2065, Jan 2007.

Efficiently Exploiting Symmetries in Real Time Dynamic Programming.

Shravan Matthur Narayanamurthy, Balaraman Ravindran
Appeared in IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007 (IJCAI 2007), pp.2556-2561, Jan 2007.

Deictic Option Schemas.

Balaraman Ravindran, Andrew G. Barto, Vimal Mathew
Appeared in IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007 (IJCAI 2007), pp.1023-1028, Jan 2007.

Profiling Pseudonet Architecture for Coordinating Mobile Robots.

Sriram Raghavan, Balaraman Ravindran
Appeared in Proceedings of the Second International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2007), January 7-12, 2007, Bangalore, India (COMSWARE 2007), Jan 2007.

A Hierarchical Approach to Landform Classification of Satellite Images Using a Fusion Strategy.

Aakanksha Gagrani, Lalit Gupta, Balaraman Ravindran, Sukhendu Das, Pinaki Roychowdhury, V. K. Panchal
Appeared in Computer Vision, Graphics and Image Processing, 5th Indian Conference, ICVGIP 2006, Madurai, India, December 13-16, 2006, Proceedings (ICVGIP 2006), Lecture Notes in Computer Science, Vol 4338, pp.140-151, Dec 2006.

Improving Legal Document Summarization Using Graphical Models.

M. Saravanan, Balaraman Ravindran, S. Raman
Appeared in Legal Knowledge and Information Systems - JURIX 2006: The Nineteenth Annual Conference on Legal Knowledge and Information Systems, Paris, France, 7-9 December 2006 (JURIX 2006), Frontiers in Artificial Intelligence and Applications, Vol 152, pp.51-60, Dec 2006.

A Probabilistic Approach to Multi-Document Summarization for Generating a Tiled Summary.

M. Saravanan, S. Raman, Balaraman Ravindran
Appeared in International Journal of Computational Intelligence and Applications, Vol 6, pp.231-243, 2006.

Placement and Routing for 3D-FPGAs Using Reinforcement Learning and Support Vector Machines.

R. Manimegalai, E. Siva Soumya, V. Muralidharan, Balaraman Ravindran, V. Kamakoti, D. Bhatia
Appeared in 18th International Conference on VLSI Design (VLSI Design 2005), with the 4th International Conference on Embedded Systems Design, 3-7 January 2005, Kolkata, India, pp.451-456, Jan 2005.

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