Research Publications -@ CSE-IITM

Publications by the members of CSE Department :

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Navigating the Landscape of Case Fidelity and Competence in Case-Based Reasoning.

Adwait P. Parsodkar, Deepak P , Sutanu Chakraborti
Appeared in Artificial Intelligence XLI - 44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17-19, 2024, Proceedings, Part I (AI 2024), Lecture Notes in Computer Science, Vol 15446, No., pp.235-249, Dec 2024.

The Case for Circularities in Case-Based Reasoning.

Adwait P. Parsodkar, Deepak P , Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings (ICCBR 2023), Lecture Notes in Computer Science, Vol 14141, pp.85-101, Jul 2023.

Group Fairness in Case-Based Reasoning.

Shania Mitra, Ditty Mathew, Deepak P., Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings (ICCBR 2023), Lecture Notes in Computer Science, Vol 14141, pp.217-232, Jul 2023.

Modeling Tradeoffs Using Preference-Based Feedback in Session-Based Recommender Systems.

Anbarasu Sekar, Sutanu Chakraborti
Appeared in IEEE Trans. Artif. Intell., Vol 4, pp.511-521, 2023.

Revisiting Anwesha: Enhancing Personalised and Natural Search in Bangla.

Arup Das, Joyojyoti Acharya, Bibekananda Kundu, Sutanu Chakraborti
Appeared in Proceedings of the 19th International Conference on Natural Language Processing, ICON 2022, New Delhi, India, December 15-18, 2022 (ICON 2022), pp.183-193, Dec 2022.

Counterfactuals as Explanations for Monotonic Classifiers.

Sarathi K., Shania Mitra, Deepak P., Sutanu Chakraborti
Appeared in Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), Nancy (France), September 12-15th, 2022. (ICCBR 2022), CEUR Workshop Proceedings, Vol 3389, pp.177-188, Sep 2022.

Never Judge a Case by Its (Unreliable) Neighbors: Estimating Case Reliability for CBR.

Adwait P. Parsodkar, Deepak Padmanabhan, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings (ICCBR 2022), Lecture Notes in Computer Science, Vol 13405, pp.256-270, Sep 2022.

Anwesha: A Tool for Semantic Search in Bangla.

Arup Das, Bibekananda Kundu, Lokasis Ghorai, Arjun Kumar Gupta, Sutanu Chakraborti
Appeared in Proceedings of the ALTNLP The International Conference and workshop on Agglutanative Language Technologies as a challenge of Natural Language Processing, Virtual Event, Koper, Slovenia, June, 7th and 8th, 2022., CEUR Workshop Proceedings, Vol 3315, pp.20-29, Jun 2022.

Towards Richer Realizations of Holographic CBR.

Renganathan Subramanian, Devi Ganesan, Deepak Padmanabhan, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021, Proceedings (ICCBR 2021), Lecture Notes in Computer Science, Vol 12877, pp.201-215, Sep 2021.

Revisiting Fast and Slow Thinking in Case-Based Reasoning.

Srashti Kaurav, Devi Ganesan, Deepak Padmanabhan, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021, Proceedings (ICCBR 2021), Lecture Notes in Computer Science, Vol 12877, pp.110-124, Sep 2021.

ConnExt-BioBERT: Leveraging Transfer Learning for Brain-Connectivity Extraction from Neuroscience Articles.

Ashika Sharma, Jaikishan Jayakumar, Namrata Sankaran, Partha P. Mitra, Sutanu Chakraborti, P. Sreenivasa Kumar
Appeared in Brain Informatics - 14th International Conference, BI 2021, Virtual Event, September 17-19, 2021, Proceedings (BI 2021), Lecture Notes in Computer Science, Vol 12960, pp.235-244, Sep 2021.

Thinking Fast and Slow: A CBR Perspective.

Srashti Kaurav, Devi Ganesan, Deepak Padmanabhan, Sutanu Chakraborti
Appeared in Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, North Miami Beach, Florida, USA, May 17-19, 2021., May 2021.

Holographic Case-Based Reasoning.

Devi Ganesan, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 28th International Conference, ICCBR 2020, Salamanca, Spain, June 8-12, 2020, Proceedings (ICCBR 2020), Lecture Notes in Computer Science, Vol 12311, pp.144-159, Jun 2020.

Show Me Your Friends, I'll Tell You Who You Are: Recommending Products Based on Hidden Evidence.

Anbarasu Sekar, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings (ICCBR 2019), Lecture Notes in Computer Science, Vol 11680, pp.329-342, Sep 2019.

An Optimal Case-Base Maintenance Method for Compositional Adaptation Applications.

Ditty Mathew, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings (ICCBR 2019), Lecture Notes in Computer Science, Vol 11680, pp.297-313, Sep 2019.

A Reachability-Based Complexity Measure for Case-Based Reasoners.

Devi Ganesan, Sutanu Chakraborti
Appeared in Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, Sarasota, Florida, USA, May 19-22 2019., pp.341-346, May 2019.

Towards Predicting Age of Acquisition of Words Using a Dictionary Network.

Ditty Mathew, Girish Raguvir Jeyakumar, Rahul Kejriwal, Sutanu Chakraborti
Appeared in Proceedings of the 15th International Conference on Natural Language Processing, ICON 2018, International Institute of Information Technology, Hyderabad, India, 15-18 December, 2018 (ICON 2018), pp.193-201, Dec 2018.

Towards Compiling Textbooks from Wikipedia.

Ditty Mathew, Sutanu Chakraborti
Appeared in AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings, Lecture Notes in Computer Science, Vol 11320, pp.828-842, Dec 2018.

Why Did Naethan Pick Android over Apple? Exploiting Trade-offs in Learning User Preferences.

Anbarasu Sekar, Devi Ganesan, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 26th International Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings (ICCBR 2018), Lecture Notes in Computer Science, Vol 11156, pp.354-368, Jul 2018.

An Empirical Study of Knowledge Tradeoffs in Case-Based Reasoning.

Devi Ganesan, Sutanu Chakraborti
Appeared in Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden. (IJCAI 2018), pp.1817-1823, Jul 2018.

An Optimal Footprint Method for Case-Base Maintenance.

Ditty Mathew, Sutanu Chakraborti
Appeared in Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, FLAIRS 2018, Melbourne, Florida, USA. May 21-23 2018. (FLAIRS 2018), pp.383-388, May 2018.

Towards Bridging the Gap between Manufacturer and Users to Facilitate Better Recommendation.

Anbarasu Sekar, Sutanu Chakraborti
Appeared in Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, FLAIRS 2018, Melbourne, Florida, USA. May 21-23 2018. (FLAIRS 2018), pp.468-473, May 2018.

Content Selection for Time Series Summarization Using Case-Based Reasoning.

Neha Dubey Dubey, Sutanu Chakraborti, Deepak Khemani
Appeared in Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, FLAIRS 2018, Melbourne, Florida, USA. May 21-23 2018. (FLAIRS 2018), pp.395-398, May 2018.

A Concept Driven Graph Based Approach for Estimating the Focus Time of a Document.

Shashank Shrivastava, Mitesh Khapra, Sutanu Chakraborti
Appeared in Mining Intelligence and Knowledge Exploration - 5th International Conference, MIKE 2017, Hyderabad, India, December 13-15, 2017, Proceedings (MIKE 2017), Lecture Notes in Computer Science, Vol 10682, pp.250-260, Dec 2017.

WikiSeeAlso: Suggesting Tangentially Related Concepts (See also links) for Wikipedia Articles.

Sahiti Labhishetty, Midthur Ayesha Siddiqa, Rajivteja Nagipogu, Sutanu Chakraborti
Appeared in Mining Intelligence and Knowledge Exploration - 5th International Conference, MIKE 2017, Hyderabad, India, December 13-15, 2017, Proceedings (MIKE 2017), Lecture Notes in Computer Science, Vol 10682, pp.274-286, Dec 2017.

WikiLDA: Towards More Effective Knowledge Acquisition in Topic Models using Wikipedia.

Swapnil Hingmire, Sutanu Chakraborti, Girish Keshav Palshikar, Abhay Sodani
Appeared in Proceedings of the Knowledge Capture Conference, K-CAP 2017, Austin, TX, USA, December 4-6, 2017, pp.37:1-37:4, Dec 2017.

Competence Guided Model for Casebase Maintenance.

Ditty Mathew, Sutanu Chakraborti
Appeared in Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017 (IJCAI 2017), pp.4904-4908, Aug 2017.

Protein Word Detection using Text Segmentation Techniques.

Devi Ganesan, Ashish V. Tendulkar, Sutanu Chakraborti
Appeared in BioNLP 2017, Vancouver, Canada, August 4, 2017, pp.238-246, Aug 2017.

Complexity Guided Noise Filtering in QA Repositories.

K. V. S. Dileep, Swapnil Hingmire, Sutanu Chakraborti
Appeared in Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2017, Marco Island, Florida, USA, May 22-24, 2017. (FLAIRS 2017), pp.186-189, May 2017.

A generalized case competence model for casebase maintenance.

Ditty Mathew, Sutanu Chakraborti
Appeared in AI Commun., Vol 30, pp.295-309, 2017.

Learning a Region of User's Preference for Product Recommendation.

Anbarasu Sekar, Sutanu Chakraborti
Appeared in Workshops Proceedings for the Twenty-fourth International Conference on Case-Based Reasoning (ICCBR 2016), Atlanta, Georgia, USA, October 31 - November 2, 2016. (ICCBR 2016), CEUR Workshop Proceedings, Vol 1815, pp.212-221, Nov 2016.

Eager to be Lazy: Towards a Complexity-guided Textual Case-Based Reasoning System.

K. V. S. Dileep, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 24th International Conference, ICCBR 2016, Atlanta, GA, USA, October 31 - November 2, 2016, Proceedings (ICCBR 2016), Lecture Notes in Computer Science, Vol 9969, pp.77-92, Nov 2016.

Competence Guided Casebase Maintenance for Compositional Adaptation Applications.

Ditty Mathew, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 24th International Conference, ICCBR 2016, Atlanta, GA, USA, October 31 - November 2, 2016, Proceedings (ICCBR 2016), Lecture Notes in Computer Science, Vol 9969, pp.265-280, Nov 2016.

Case Representation and Retrieval Techniques for Neuroanatomical Connectivity Extraction from PubMed.

Ashika Sharma, Ankit Sharma, Dipti Deodhare, Sutanu Chakraborti, P. Sreenivasa Kumar, P. Partha Mitra
Appeared in Case-Based Reasoning Research and Development - 24th International Conference, ICCBR 2016, Atlanta, GA, USA, October 31 - November 2, 2016, Proceedings (ICCBR 2016), Lecture Notes in Computer Science, Vol 9969, pp.370-386, Nov 2016.

Conceptualizing Curse of Dimensionality with Parallel Coordinates.

G. Devi, Charu Chauhan, Sutanu Chakraborti
Appeared in Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA., pp.4075-, Feb 2016.

Adapting PageRank to Position Events in Time.

Abhijit Sahoo, Swapnil Hingmire, Sutanu Chakraborti
Appeared in Mining Intelligence and Knowledge Exploration - Third International Conference, MIKE 2015, Hyderabad, India, December 9-11, 2015, Proceedings (MIKE 2015), Lecture Notes in Computer Science, Vol 9468, pp.536-542, Dec 2015.

Spreading Activation Way of Knowledge Integration.

Shubhranshu Shekhar, Sutanu Chakraborti, Deepak Khemani
Appeared in Mining Intelligence and Knowledge Exploration - Third International Conference, MIKE 2015, Hyderabad, India, December 9-11, 2015, Proceedings (MIKE 2015), Lecture Notes in Computer Science, Vol 9468, pp.1-11, Dec 2015.

Making the Most of Preference Feedback by Modeling Feature Dependencies.

S. Chandra Mouli, Sutanu Chakraborti
Appeared in Proceedings of the 9th ACM Conference on Recommender Systems, RecSys 2015, Vienna, Austria, September 16-20, 2015, pp.285-288, Sep 2015.

Towards Creating Pedagogic Views from Encyclopedic Resources.

Ditty Mathew, Dhivya Eswaran, Sutanu Chakraborti
Appeared in Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications, BEA@NAACL-HLT 2015, June 4, 2015, Denver, Colorado, USA, pp.190-195, Jun 2015.

Footprints on Silicon: Explorations in Gathering Autobiographical Content.

Eshwar Chandrasekharan, Sutanu Chakraborti
Appeared in Int. J. Comput. Linguistics Appl., Vol 6, pp.29-42, 2015.

Extracting information from a query image, for content based image retrieval.

Nitin Gupta, Sukhendu Das, Sutanu Chakraborti
Appeared in Eighth International Conference on Advances in Pattern Recognition, ICAPR 2015, Kolkata, India, January 4-7, 2015 (ICAPR 2015), pp.1-6, Jan 2015.

Revealing What to Extract from Where, for Object-Centric Content Based Image Retrieval (CBIR).

Nitin Gupta, Sukhendu Das, Sutanu Chakraborti
Appeared in Proceedings of the 2014 Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP'14, Bangalore, India, December 14-18, 2014, pp.57:1-57:8, Dec 2014.

Hierarchy of visual features for object recognition.

Nitin Gupta, Sukhendu Das, Sutanu Chakraborti
Appeared in 2014 IEEE International Conference on Image Processing, ICIP 2014, Paris, France, October 27-30, 2014 (ICIP 2014), pp.5901-5905, Oct 2014.

Enriching Case Descriptions Using Trails in Conversational Recommenders.

Skanda Raj Vasudevan, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings (ICCBR 2014), Lecture Notes in Computer Science, Vol 8765, pp.480-494, Sep 2014.

Estimating Case Base Complexity Using Fractal Dimension.

K. V. S. Dileep, Sutanu Chakraborti
Appeared in Case-Based Reasoning Research and Development - 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings (ICCBR 2014), Lecture Notes in Computer Science, Vol 8765, pp.230-244, Sep 2014.

Linking Cases Up: An Extension to the Case Retrieval Network.

Shubhranshu Shekhar, Sutanu Chakraborti, Deepak Khemani
Appeared in Case-Based Reasoning Research and Development - 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings (ICCBR 2014), Lecture Notes in Computer Science, Vol 8765, pp.450-464, Sep 2014.

Topic labeled text classification: a weakly supervised approach.

Swapnil Hingmire, Sutanu Chakraborti
Appeared in The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014, pp.385-394, Jul 2014.

Sprinkling Topics for Weakly Supervised Text Classification.

Swapnil Hingmire, Sutanu Chakraborti
Appeared in Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014, June 22-27, 2014, Baltimore, MD, USA, Volume 2: Short Papers (ACL 2014), pp.55-60, Jun 2014.

Learning to Summarize Time Series Data.

Pranay Kumar Venkata Sowdaboina, Sutanu Chakraborti, Somayajulu Sripada
Appeared in Computational Linguistics and Intelligent Text Processing - 15th International Conference, CICLing 2014, Kathmandu, Nepal, April 6-12, 2014, Proceedings, Part I, Lecture Notes in Computer Science, Vol 8403, pp.515-528, Apr 2014.

Mining user trails in critiquing based recommenders.

Skanda Raj Vasudevan, Sutanu Chakraborti
Appeared in 23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume, pp.777-780, Apr 2014.

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Department of Computer Science & Engineering

Indian Institute of Technology Madras, Chennai, India.