AIDB Lab
Department of Computer Science & Engineering, IIT Madras, Chennai

Machine Learning, NLP

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Year ▾ Authors ▾ Title ▾ Publication ▾ Links ▾
2014Sai Nageswar Satchidanand,Siddharth Kumar Jain,Amit Maurya,Balaraman Ravindran,Studying Indian Railways Network using hypergraphs. COMSNETS 2014:1-6Bibtex
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2014Sai Nageswar Satchidanand,Siddharth Kumar Jain,Amit Maurya,Balaraman Ravindran,Studying Indian Railways Network using hypergraphs. COMSNETS 2014:1-6Bibtex
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2014Saket Gurukar,Balaraman Ravindran,Temporal analysis of telecom call graphs. COMSNETS 2014:1-6Bibtex
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2013Debarun Kar,Anand Kumar,Sutanu Chakraborti,Balaraman Ravindran,iCaseViz: Learning Case Similarities through Interaction with a Case Base Visualizer. ICCBR 2013:203-217Bibtex
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2013Swapna Raj Prabakara Raj,Balaraman Ravindran,Incremental Constrained Clustering: A Decision Theoretic Approach. PAKDD Workshops 2013:475-486Bibtex
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2012Arun Tejasvi Chaganty,Prateek Gaur,Balaraman Ravindran,Learning in a small world. AAMAS 2012:391-397Bibtex
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2012Pradyot Korupolu V. N.,Manimaran Sivasamy Sivamurugan,Balaraman Ravindran,Instructing a Reinforcement Learner. FLAIRS Conference 2012Bibtex
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2012Balasubramani Pragathi Priyadharsini,Balaraman Ravindran,V. Srinivasa Chakravarthy,Understanding the Role of Serotonin in Basal Ganglia through a Unified Model. ICANN 2012:467-473Bibtex
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2012Debarun Kar,Sutanu Chakraborti,Balaraman Ravindran,Feature Weighting and Confidence Based Prediction for Case Based Reasoning Systems. ICCBR 2012:211-225Bibtex
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2012Jose Nunez-Varela,Balaraman Ravindran,Jeremy L. Wyatt,Where do i look now? Gaze allocation during visually guided manipulation. ICRA 2012:4444-4449Bibtex
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2012Nilanjan Banerjee,Dipanjan Chakraborty 0001,Anupam Joshi,Sumit Mittal,Angshu Rai,Balaraman Ravindran,Towards Analyzing Micro-Blogs for Detection and Classification of Real-Time Intentions. ICWSM 2012Bibtex
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2012Jose Nunez-Varela,Balaraman Ravindran,Jeremy L. Wyatt,Gaze Allocation Analysis for a Visually Guided Manipulation Task. SAB 2012:44-53Bibtex
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2011Munu Sairamesh,Balaraman Ravindran,Options with Exceptions. EWRL 2011:165-176Bibtex
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2011Ankit Malpani,Balaraman Ravindran,Hema Murthy,Personalized Intelligent Tutoring System Using Reinforcement Learning. FLAIRS Conference 2011Bibtex
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2011Prabakararaj Swapna Raj,Balaraman Ravindran,Utility Driven Clustering. FLAIRS Conference 2011Bibtex
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(2011)K. N. Magdoom,Deepak Subramanian,V. Srinivasa Chakravarthy,Balaraman Ravindran,Shun-ichi Amari,N. Meenakshisundaram,Modeling Basal Ganglia for Understanding Parkinsonian Reaching Movements. Neural Computation (NECO) 23(2):477-516 (2011)Bibtex
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2011Ananda Narayanan B.,Balaraman Ravindran,Fractional Moments on Bandit Problems. UAI 2011:531-538Bibtex
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2010S. Shivashankar,Balaraman Ravindran,Multi Grain Sentiment Analysis using Collective Classification. ECAI 2010:823-828Bibtex
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2010Maya Manaithunai,V. Srinivasa Chakravarthy,Balaraman Ravindran,An Oscillatory Neural Network Model for Birdsong Learning and Generation. ICANN 2010:210-215Bibtex
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2010Aswin N. Raghavan,Harini Ananthapadmanaban,Manimaran Sivasamy Sivamurugan,Balaraman Ravindran,Accurate mobile robot localization in indoor environments using bluetooth. ICRA 2010:4391-4396Bibtex
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2010Balaji Lakshmanan,Balaraman Ravindran,Transfer learning across heterogeneous robots with action sequence mapping. IROS 2010:3251-3256Bibtex
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2009Jyotika Bahuguna,Balaraman Ravindran,K. Madhava Krishna,MDP based active localization for multiple robots. CASE 2009:635-640Bibtex
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2008Rachit Arora,Balaraman Ravindran,Latent dirichlet allocation based multi-document summarization. AND 2008:91-97Bibtex
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2008Aniket Ray,Vikas Kumar,Balaraman Ravindran,Lingam Gopal,Aditya Verma,Machine Learning to Predict the Incidence of Retinopathy of Prematurity. FLAIRS Conference 2008:300-305Bibtex
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2008P. Swaminathan,Balaraman Ravindran,Co-SOFT-Clustering: An Information Theoretic Approach to Obtain Overlapping Clusters from Co-Occurrence Data. FLAIRS Conference 2008:320-321Bibtex
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2008Rachit Arora,Balaraman Ravindran,Latent Dirichlet Allocation and Singular Value Decomposition Based Multi-document Summarization. ICDM 2008:713-718Bibtex
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2008Shravan Matthur Narayanamurthy,Balaraman Ravindran,On the hardness of finding symmetries in Markov decision processes. ICML 2008:688-695Bibtex
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2008Dinakar Jayarajan,Dipti Deodhare,Balaraman Ravindran,Lexical Chains as Document Features. IJCNLP 2008:111-117Bibtex
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2007Balaraman Ravindran,Andrew G. Barto,Vimal Mathew,Deictic Option Schemas. IJCAI 2007:1023-1028Bibtex
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2007Pranjal Awasthi,Aakanksha Gagrani,Balaraman Ravindran,Image Modeling Using Tree Structured Conditional Random Fields. IJCAI 2007:2060-2065Bibtex
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2007Shravan Matthur Narayanamurthy,Balaraman Ravindran,Efficiently Exploiting Symmetries in Real Time Dynamic Programming. IJCAI 2007:2556-2561Bibtex
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2006Aakanksha Gagrani,Lalit Gupta,Balaraman Ravindran,Sukhendu Das,Pinaki Roychowdhury,V. K. Panchal,A Hierarchical Approach to Landform Classification of Satellite Images Using a Fusion Strategy. ICVGIP 2006:140-151Bibtex
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2005R. Manimegalai,E. Siva Soumya,V. Muralidharan,Balaraman Ravindran,V. Kamakoti,D. Bhatia,Placement and Routing for 3D-FPGAs Using Reinforcement Learning and Support Vector Machines. VLSI Design 2005:451-456Bibtex
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2003Balaraman Ravindran,Andrew G. Barto,Relativized Options: Choosing the Right Transformation. ICML 2003:608-615Bibtex
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2003Balaraman Ravindran,Andrew G. Barto,SMDP Homomorphisms: An Algebraic Approach to Abstraction in Semi-Markov Decision Processes. IJCAI 2003:1011-1018Bibtex
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2002Balaraman Ravindran,Andrew G. Barto,Model Minimization in Hierarchical Reinforcement Learning. SARA 2002:196-211Bibtex
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1998Richard S. Sutton,Satinder P. Singh,Doina Precup,Balaraman Ravindran,Improved Switching among Temporally Abstract Actions. NIPS 1998:1066-1072Bibtex
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(2012)Vipin Balachandran,Deepak P,Deepak Khemani,Interpretable and reconfigurable clustering of document datasets by deriving word-based rules. Knowl. Inf. Syst. (KAIS) 32(3):475-503 (2012)Bibtex
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2011Sandeep Kumar,Sergio Jimnez Celorrio,Frederic Py,Deepak Khemani,Kanna Rajan,Optimizing Hidden Markov Models for Ocean Feature Detection. FLAIRS Conference 2011Bibtex
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2009Vipin Balachandran,Deepak P,Deepak Khemani,Interpretable and reconfigurable clustering of document datasets by deriving word-based rules. CIKM 2009:1773-1776Bibtex
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2009M. A. Raghunandan,Sutanu Chakraborti,Deepak Khemani,Robust Measures of Complexity in TCBR. ICCBR 2009:270-284Bibtex
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2008Sutanu Chakraborti,Ulises Cervio Beresi,Nirmalie Wiratunga,Stewart Massie,Robert Lothian,Deepak Khemani,Visualizing and Evaluating Complexity of Textual Case Bases. ECCBR 2008:104-119Bibtex
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2008M. A. Raghunandan,Nirmalie Wiratunga,Sutanu Chakraborti,Stewart Massie,Deepak Khemani,Evaluation Measures for TCBR Systems. ECCBR 2008:444-458Bibtex
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2008Deepak Khemani,Mary Joseph Minu,Variganti Saritha,Case Based Interpretation of Soil Chromatograms. ECCBR 2008:587-599Bibtex
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2007Variganti Saritha,Mary Joseph Minu,Sukhendu Das,Deepak Khemani,Chromatogram Image Pre-Processing and Feature Extraction for Automatic Soil Analysis. ICCTA 2007:726-730Bibtex
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2006Deepak P,Deepak Khemani,Unsupervised Learning from URL Corpora. COMAD 2006:128-139Bibtex
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2006Deepak P,Deepak Khemani,UnURL: Unsupervised Learning from URLs. COMAD 2006:198-201Bibtex
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2006Delip Rao,Deepak P,Deepak Khemani,Corpus Based Unsupervised Labeling of Documents. FLAIRS Conference 2006:321-326Bibtex
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2006Deepak Khemani,Mohamed A. K. Sadiq,Rakesh Bangani,Delip Rao,Improving Case-Based Recommendations Using Implicit Feedback. FLAIRS Conference 2006:364-369Bibtex
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2006Deepak P,Delip Rao,Deepak Khemani,Differential Voting in Case Based Spam Filtering. Industrial Conference on Data Mining - Posters 2006:230-243Bibtex
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2006Deepak P,Delip Rao,Deepak Khemani,Building Clusters of Related Words: An Unsupervised Approach. PRICAI 2006:474-483Bibtex
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2005Mohamed A. K. Sadiq,Deepak Khemani,A Case for Usage of Case Usage in Case-Based Reasoning. FLAIRS Conference 2005:135-141Bibtex
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2004Kiran Kumar Penta,Deepak Khemani,Satellite Health Monitoring Using CBR Framework. ECCBR 2004:732-747Bibtex
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2003Radhika B. Selvamani,Deepak Khemani,Managing Experience for Process Improvement in Manufacturing. ICCBR 2003:522-536Bibtex
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2003P. Kiran,K. Prasanna,Deepak Khemani,P. Sreenivasa Kumar,Design of CBR System for Multi Variate Time Series Analysis. IICAI 2003:819-832Bibtex
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2002Deepak Khemani,Radhika B. Selvamani,Ananda Rabi Dhar,S. M. Michael,InfoFrax : CBR in Fused Cast Refractory Manufacture. ECCBR 2002:560-574Bibtex
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2002M. Michael,Deepak Khemani,An Industrial Application of CBR in Manufacturing to Reduce Rejections. FLAIRS Conference 2002:116-120Bibtex
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(1999)Girish Keshav Palshikar,Deepak Khemani,Diagnosing dynamic systems using trace patterns. Pattern Recognition Letters (PRL) 20(7):741-753 (1999)Bibtex
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(1998)Manish Sarkar,B. Yegnanarayana,Deepak Khemani,Backpropagation learning algorithms for classification with fuzzy mean square error. Pattern Recognition Letters (PRL) 19(1):43-51 (1998)Bibtex
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2003P. Kiran,K. Prasanna,Deepak Khemani,P. Sreenivasa Kumar,Design of CBR System for Multi Variate Time Series Analysis. IICAI 2003:819-832Bibtex
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2014Pranay Kumar Venkata Sowdaboina,Sutanu Chakraborti,Somayajulu Sripada,Learning to Summarize Time Series Data. CICLing 2014:515-528Bibtex
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2014Swapnil Hingmire,Sutanu Chakraborti,Topic labeled text classification: a weakly supervised approach. SIGIR 2014:385-394Bibtex
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2013Saurabh Gupta,Sutanu Chakraborti,Flexible and dynamic compromises for effective recommendations. CIKM 2013:1909-1912Bibtex
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2013Saurabh Gupta,Sutanu Chakraborti,UtilSim: Iteratively Helping Users Discover Their Preferences. EC-Web 2013:113-124Bibtex
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2013Deepak P,Sutanu Chakraborti,Deepak Khemani,Query Suggestions for Textual Problem Solution Repositories. ECIR 2013:569-581Bibtex
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2013Debarun Kar,Anand Kumar,Sutanu Chakraborti,Balaraman Ravindran,iCaseViz: Learning Case Similarities through Interaction with a Case Base Visualizer. ICCBR 2013:203-217Bibtex
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2013Swapnil Hingmire,Sandeep Chougule,Girish K. Palshikar,Sutanu Chakraborti,Document classification by topic labeling. SIGIR 2013:877-880Bibtex
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2012Bibekananda Kundu,Sutanu Chakraborti,Sanjay Kumar Choudhury,Combining Confidence Score and Mal-rule Filters for Automatic Creation of Bangla Error Corpus: Grammar Checker Perspective. CICLing 2012:462-477Bibtex
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2012Debarun Kar,Sutanu Chakraborti,Balaraman Ravindran,Feature Weighting and Confidence Based Prediction for Case Based Reasoning Systems. ICCBR 2012:211-225Bibtex
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2012Deepak P,Sutanu Chakraborti,Finding Relevant Tweets. WAIM 2012:228-240Bibtex
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2011Deepak P,Sutanu Chakraborti,Deepak Khemani,More or better: on trade-offs in compacting textual problem solution repositories. CIKM 2011:2321-2324Bibtex
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2011Anil Patelia,Sutanu Chakraborti,Nirmalie Wiratunga,Selective Integration of Background Knowledge in TCBR Systems. ICCBR 2011:196-210Bibtex
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2010Karthik Jayanthi,Sutanu Chakraborti,Stewart Massie,Introspective Knowledge Revision in Textual Case-Based Reasoning. ICCBR 2010:171-185Bibtex
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2009M. A. Raghunandan,Sutanu Chakraborti,Deepak Khemani,Robust Measures of Complexity in TCBR. ICCBR 2009:270-284Bibtex
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2008Sutanu Chakraborti,Ulises Cervio Beresi,Nirmalie Wiratunga,Stewart Massie,Robert Lothian,Deepak Khemani,Visualizing and Evaluating Complexity of Textual Case Bases. ECCBR 2008:104-119Bibtex
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2008M. A. Raghunandan,Nirmalie Wiratunga,Sutanu Chakraborti,Stewart Massie,Deepak Khemani,Evaluation Measures for TCBR Systems. ECCBR 2008:444-458Bibtex
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2007Sutanu Chakraborti,Nirmalie Wiratunga,Robert Lothian,Stuart N. K. Watt,Acquiring Word Similarities with Higher Order Association Mining. ICCBR 2007:61-76Bibtex
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2007Sutanu Chakraborti,Rahman Mukras,Robert Lothian,Nirmalie Wiratunga,Stuart N. K. Watt,David J. Harper,Supervised Latent Semantic Indexing Using Adaptive Sprinkling. IJCAI 2007:1582-1587Bibtex
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2006Sutanu Chakraborti,Robert Lothian,Nirmalie Wiratunga,Amandine Orecchioni,Stuart N. K. Watt,Fast Case Retrieval Nets for Textual Data. ECCBR 2006:400-414Bibtex
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2006Sutanu Chakraborti,Robert Lothian,Nirmalie Wiratunga,Stuart N. K. Watt,Sprinkling: Supervised Latent Semantic Indexing. ECIR 2006:510-514Bibtex
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2005Nirmalie Wiratunga,Robert Lothian,Sutanu Chakraborti,Ivan Koychev,Textual Feature Construction from Keywords. ICCBR Workshops 2005:110-119Bibtex
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2005Nirmalie Wiratunga,Robert Lothian,Sutanu Chakraborti,Ivan Koychev,A Propositional Approach to Textual Case Indexing. PKDD 2005:380-391Bibtex
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2004Vivek Balaraman,Sutanu Chakraborti,Satisfying Varying Retrieval Requirements in Case Based Intelligent Directory Assistance. FLAIRS Conference 2004:160-165Bibtex
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