Download List of Publications - CSE-IITM - Indian Institute of Technology Madras

List of Publications
A. Publications as part of my PhD work (2004 – 2007)
International Conferences/Workshops
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Chakraborti, S., Mukras, R., Lothian, R., Wiratunga, N., Watt, S., & Harper, D. (2007).
Supervised Latent Semantic Indexing using Adaptive Sprinkling. Proc. of the Twentieth
IJCAI Conference , (pp. 1582-7), AAAI Press
Chakraborti, S., Wiratunga, N., Lothian, R., & Watt, S. (2007). Acquiring Word
Similarities with Higher Order Association Mining. Proc. of the 7th International CBR
Conference (ICCBR'07). (pp. 61-76), Springer.
Chakraborti, S., Lothian, R., Wiratunga, N., Orecchioni, A., & Watt, S. (2006). Fast Case
Retrieval Nets for Textual Data. Proc. of the 8th European Conference on Case-Based
Reasoning (ECCBR-06) (pp. 400-414), Springer.
Chakraborti, S., Lothian, R., Wiratunga, N., & Watt, S. (2006). Sprinkling: Supervised
Latent Semantic Indexing. Procs. of 28th European Conf. on Information Retrieval , (pp.
510-515), Springer.
Chakraborti, S., Beresi, U., Wiratunga, N., Massie, S., Lothian, R., & Watt, S. (2007). A
Simple Approach towards Visualizing and Evaluating Complexity of Textual Case Bases.
In Proc. of the fourth workshop on Textual Case Based Reasoning (ICCBR 07).
Wiratunga, N., Lothian, R., Chakraborti, S., & Koychev, I. (2005). A Propositional
Approach to Textual Case Indexing. Proc. of The PKDD Conference, (pp. 380-391),
Springer.
Chakraborti, S., Wiratunga, N., Lothian, R., & Watt, S. (2005). Fast Case Retrieval Nets
for Textual CBR. Procs. of the 10th UK CBR Workshop. Cambridge.
Chakraborti, S., Watt, S., & Wiratunga, N. (2004). Introspective Knowledge Acquisition in
Case Retrieval Networks for Textual CBR. Proc. of the 9th UK CBR Workshop, (pp. 5161). Cambridge.
Wiratunga, N., Lothian, R., Chakraborti, S., & Koychev, I. (2005). Textual feature
construction from keywords. Weber, R and Branting, LK (eds) Proceedings of the Textual
Case-Based Reasoning Workshop (ICCBR), (pp. 110-119). Chicago.
Mukras, R., Wiratunga, N., Lothian, R., Chakraborti, S., & Harper, D. (2007). Information
Gain Feature Selection for Ordinal Text Classification using Probability Re-distribution.
Proc. of IJCAI Textlink Workshop.
Orecchioni, A., Wiratunga, N., Massie, S., Chakraborti, S., & Mukras, R. (2007). Learning
Incident Causes. Proc. of the TCBR Workshop 2007 (ICCBR) (pp. 247--251), Belfast.
International Journals
An updated version of publication 8 has appeared in the journal Expert Update (British
Computer Society). An updated version of publication 7 is also slated to appear in a
forthcoming issue of the same journal.
B. Publications after completion of PhD
1. Chakraborti, S., Beresi, U.C., Wiratunga, N., Massie, S., Lothian, R. & Khemani, D. (2008)
Visualizing and Evaluating Complexity of Textual Case Bases, Accepted for publication at
the Proc. of the 9th European Conference on Case Based Reasoning 2008, Lecture Notes in
Artificial Intelligence, Springer.
2. Raghunandan, M.A., Wiratunga, N., Chakraborti, S., Massie, S., Khemani, D. (2008) Local
and Global Alignment Measures for TCBR System Evaluation, Accepted for publication at
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the Proc. of the 9th European Conference on Case Based Reasoning 2008, Lecture Notes in
Artificial Intelligence, Springer.
Chakraborti, S., Memory Based Reasoning: A Dynamical Systems Perspective (2009)
Proceedings of the Workshop on Uncertainty, Knowledge Discovery and Similarity in CBR,
Seattle
M.A. Raghunandan, S. Chakraborti, and D. Khemani, Robust Measures of Complexity in
TCBR, Proceedings of the 8th International Conference on Case-based Reasoning, 2009
Vasanth K., R., Chakraborti, S., and Massie, S., Modelling Documents as Cases: A CBR
Perspective to IR (2009), accepted for the 14th UKCBR Workshop Cambridge
Karthik Jayanthi, Sutanu Chakraborti and Stewart Massie ”Introspective Knowledge Revision
in Case-Based Reasoning”, Accepted in International Conference on Case-Based Reasoning,
ICCBR-2010, Italy.
C. Earlier Publications
International Conferences/Workshops
1. Balaraman, V., Chakraborti, S. (2004). Satisfying varying Retrieval Requirements in
Case-based Intelligent Directory Assistance, Proc. of FLAIRS, 2004, AAAI Press.
2. Chakraborti, S., Ambati, S., Balaraman, V. & Khemani, D. (2003) Integrating
Knowledge Sources and Acquiring Vocabulary for Textual CBR. Proc. of the 8th UK
Workshop on CBR, (pp. 74-84) Cambridge.
3. Balaraman, V. and Chakraborti, S. (2000) Using CBR Inexact Search for Intelligent
Retrieval of Data, Knowledge-Based Computer Systems, Allied Publishers
4. Sadiq Md. A. K., Chakraborti, S. & Khemani, D. (2001) CBR in the Medical Domain:
Homoeopathy, Proc of International Conference on Artificial Intelligence (pp. 12471253), Las Vegas, USA,.
5. Sadiq Md. A. K., Chakraborti, S., & Khemani, D., (2001) Homoeopathic Remedy
Selection using CBR, In Artificial Intelligence: Future Trends (Proceedings of ISAI
2001), (pp. 99-107).
International Journals
Updated version of papers 1 and 2 have been accepted for journal publication in the
International Journal of Artificial Intelligence Tools and Expert Update (British
Computer Society) respectively.
D. Theses
Chakraborti, S. (2007). Introspective Knowledge Acquisition in Case Retrieval
Networks for Textual Case-Based Reasoning , PhD Thesis, The Robert Gordon
University
Chakraborti, S. (2004). Integration of Knowledge Sources in Textual Case-Based
Reasoning, M.S. (Research) Thesis, Indian Institute of Technology, Madras.