S. K. Pal and P. Mitra, Pattern
Recognition Algorithms for Data Mining, Chapman & Hall CRC
Press, Boca Raton, FL, May 2004, ISBN:
B. Das, S. Mandal, P. Mitra, and A. Basu, Effect of aging on speech features and
phoneme recognition: a study on Bengali voicing vowels,
International Journal of Speech Technology, 2012.
S. K. Saha, P. Mitra, and S. Sarkar, A
comparative study on feature reduction
approaches in Hindi and Bengali named entity recognition, Knowledge
Based Systems, Vol. 27, pp. 322-332, 2012.
S. K. Saha, S. Narayan, S. Sarkar and P. Mitra, A composite kernel for named entity
recognition, Pattern Recognition Letters, Vol. 31, No. 12, pp.
T. Dasgupta, A. Basu, P. K. Bhowmick, P. Mitra, A framework for the
automatic generation of Indian sign language, Journal of Intelligent
Systems, Vol. 19, No. 2, pp. 125-144, 2010.
R. Pal, A. Mukherjee, P. Mitra and
J. Mukherjee, Modelling visual saliency
using degree centrality, IET Computer Vision, 2010.
S. K. Saha, S. Sarkar, P. Mitra, Feature
selection techniques for maximum entropy based biomedical named entity
recognition, Journal of Biomedical Informatics, Vol 42, No. 4, pp.
P. Majumder, M. Mitra, S.K. Parui, G. Kole, P. Mitra and K.
Dutta, YASS: Yet another suffix stripper,
ACM Transactions on Information
Systems, Vol. 25, No. 4, pp. 18-38, 2007. (code of
statistical stemmer for UTF-8 encoding)
K.V. Arya, P. Gupta, P.K. Kalra and P.
robust M-estimators, Pattern Recognition Letters, Vol.
28, No. 15, 1, pp. 1957-1968, November 2007.
S.K. Pal, B. Uma Shankar and P. Mitra, Granular computing, rough
entropy and object extraction, Pattern Recognition Letters, Vol.
26, No. 16, pp. 2509-2517, December 2005.
P. Mitra, B. Uma Shankar and S. K. Pal, Segmentation of
multispectral remote sensing images using active support vector machines,
Pattern Recognition Letters, Vol. 25, No. 9, pp. 1067-1074, July 2004.
S.K. Pal, B. Das Gupta and P. Mitra, Rough Self Organizing Map, Applied
Intelligence, Vol. 21, No. 3, pp. 289-299, December 2004.
P. Mitra, C. A. Murthy and S. K. Pal, A Probabilistic Active Support Vector Learning Algorithm
, IEEE Transactions on Pattern Analysis and Machine Intelligence,
26, No. 3, pp. 413-418, March 2004.
S. K. Pal, S. Mitra and P. Mitra, Rough
Fuzzy MLP: Modular Evolution, Rule Generation and Evaluation, IEEE
Transactions on Knowledge and Data Engineering, Vol. 15, No. 1, pp.
14-25, January 2003.
P. Mitra, S. K. Pal and M. A. Siddiqi, Nonconvex
Expectation Maximization Algorithm with Rough Set Initialization,
Pattern Recognition Letters, Vol. 24, No. 6, pp. 863-873, February 2003.
S. K. Pal and P. Mitra, Case Generation Using Rough Sets with
Fuzzy Representation, IEEE Transactions on Knowledge and
Data Engineering, Vol 16, No 3, pp.
292-300, March 2004.
P. Mitra, C. A. Murthy and S. K. Pal, Density Based Multiscale Data
Condensation, IEEE Transactions on Pattern Analysis and Machine
Intelligence, Vol. 24, No. 6, pp. 734-747, June 2002. [Matlab
P. Mitra, C. A. Murthy and S. K. Pal, Unsupervised Feature Selection using
Feature Similarity, IEEE Transactions on Pattern Analysis and
Machine Intelligence, Vol .24, No. 4, pp 301-312, April 2002. [Matlab code]
S. Mitra, S. K. Pal and P. Mitra, Data
Mining in Soft Computing Framework: A Survey, IEEE Transactions on
Neural Networks, Vol. 13, No. 1, pp 3-14, January 2002.
S. K. Pal, V. Talwar and P. Mitra, Web
Mining in Soft Computing Framework: Relevance, State of the Art and Future Directions,
IEEE Transactions on Neural Networks Vol. 13, No. 5 pp 1163-1177,
S. K. Pal and P. Mitra, Multispectral
Image Segmentation Using the Rough Set-Initialized-EM Algorithm, IEEE
Transactions on Geoscience and Remote Sensing, Vol. 40, No. 11, pp.
S. Mitra, P. Mitra and S. K. Pal, Evolutionary
Modular Design of Rough Knowledge-based Network using
Fuzzy Attributes, Neurocomputing, Vol 36, pp. 45-66, 2001.
P. Mitra, S. Mitra and S. K. Pal, Evolutionary Modular MLP with Rough
Sets and ID3 Algorithm for Staging of Cervical Cancer, Neural Computing
and Applications, Vol 10, pp. 67-76, 2001.
P. Mitra, S. Mitra and S. K. Pal, Staging
of Cervical Cancer with Soft Computing, IEEE Transactions on
Biomedical Engineering, Vol. 47, No. 7, 2000, pp. 934--940.
P. Mitra, Self Control of Chaotic
Dynamics using LTI Filters, IEEE Transactions on Circuits and
Systems-I, Vol. 47(11), pp. 1649-1652,
A. De. M. S. De Sarkar, N. Ganguly, and P. Mitra, Local learning of item dissimilarity using
content and link structure, Proc. ACM Conf. Recommender Systems
(RecSys 2012), Barcelona, 2012.
P. Chheda, M. Faruqui, and P. Mitra, Handling OOV Words in
Indian-language - English CLIR, Proc. European Conference on
Information Retrieval (ECIR 2012), pp. 476-479, 2012.
S. Mandal, B. Das, P. Mitra, and A. Basu, A Robust Bengali Continuous
Speech Recognizer Using Triphone and Trigram Language Model, IC3 2011,
pp. 556-558, 2011.
S. Das and P. Mitra, Author Identification in Bengali Literary Works,
PReMI 2011, pp. 220-226, 2011.
S. Maiti, D. P. Mandal, and P. Mitra, Sentence Ranking for Document
Indexing, PReMI 2011, pp. 274-279, 2011.
V. Ramanathan, S. Mishra and P. Mitra, Quadtree
decomposition based extended vector space model for image retrieval,
IEEE Workshop on Applications of Computer Vision, WACV, Hawaii, 2011.
M. Desarkar, S. Sarkar and P. Mitra, Aggregating Preference Graphs for
Collaborative Rating Prediction, Proc. ACM Conf. Recommender Systems
(RecSys 2010), Barcelona, 2010.
P. K. Bhowmick, A. Basu,
Determining Reliability of Subjective and Multi-label Emotion
Annotation through Novel Fuzzy Agreement Measure,
Proc. Language Resources and Evaluation Conference, (LREC), Malta, 2010.
P. K. Bhowmick and
English to Indian Sign Language Machine Translation: A Structure
Proc. IICAI pp. 2055-2070, 2009.
S. K. Saha,
A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity
Recognition, Proc. PReMI 2009, pp. 225-230, 2009.
P. K. Bhowmick, A. Basu,
Multi-label Text Classification Approach for Sentence Level News
Emotion Analysis, Proc.
PReMI pp. 261-266, 2009.
An Approach for Preparing Groundtruth Data and Evaluating Visual
Saliency Models, Proc.
PReMI pp. 279-284, 2009.
S. Das, P. Mitra and S. Misra, Effect of Dialect on Low Bitrate Speech
Coders, Proc. Conference on Speech and Computers, SPECOM 2009, St.
Petersburg, Russia, 2009.
S. Das, S. Maity, K.S. Rao, P. Mitra, Strategies for selecting optimal
text in Bengali ASR system, Proc. Conference on Speech and Computers,
SPECOM 2009, St.
Petersburg, Russia, 2009
V. Vijaya Saradhi,
Topic Distillation using Support Vector Data Description, Proc.
COMAD pp. 93-103, 2008.
S. Ghosh and P. Mitra, Proc. Combining
Content and Structure Similarity for XML Document Classification using
Composite SVM Kernels, Intl. Conf. Pattern Recognition (ICPR'08),
Tampa, FL, 2008.
P. Banerjee, G. Garg, P. Mitra, and A. Basu, Application of Triphone Clustering in
Acoustic Modeling for Continuous Speech Recognition in Bengali,
Proc. Intl. Conf. Pattern Recognition (ICPR'08), Tampa, FL, 2008.
S. Debnath, N. Ganguly and P. Mitra, Feature
Weighting in Content Based Recommendation System Using Social Network
Analysis, Proc. WWW'08 (poster), Beijing, China, 2008.
S. K. Saha, P. Mitra and S. Sarkar, Word Clustering and Word Selection Based
Feature Reduction for MaxEnt Based Hindi NER, Proc. ACL'08,
Columbus, OH, 2008.
S. K. Saha, S. Sarkar; P. Mitra, A
Hybrid Feature Set based Maximum Entropy Hindi Named Entity
Recognition, Proceedings of the Third International Joint
Conference on Natural
Language Processing, January 2008, Hyderabad, India, pp 343--349
ICam: Maximizes Viewers' Attention on Intended Objects, Proc.
PCM 2008, pp. 821-824, 2008.
Personalized Web Search Using Probabilistic Query Expansion, Proc.
Web Intelligence/IAT Workshops, pp. 83-86, 2007.
U. Sajjanhar and P. Mitra, Distributive
energy efficient adaptive clustering protocol for wireless sensor networks, Workshop
on Data Intensive Sensor Networks, Intl. Conf. Mobile Data Management
(MDM07), Mannheim, Germany, 2007.
B. Saha and P. Mitra, Fast incremental
minimum cut based algorithm for graph clustering, Proc. SIAM
Conference on Data Mining (SDM'07), Minneapolis, Minnesota, 2007.
A. Awekar, P. Mitra and J. Kang, Selective hyperlink induced topic search,
Proc. 15th Intl. Conf. World Wide Web (WWW'06), Edinburgh, Scotland,
N. Gupta, N. Mangal, K. Tiwari and P. Mitra, Mining
quantitative association rules in protein sequences, Data Mining,
LNAI 3755, pp. 273-281, 2006, Springer Verlag.
K. S. Venkatesh,
Hybrid Hierarchical Learning from Dynamic Scenes, Proc.
PReMI 2005, pp. 212-217, 2005.
Multi-objective Optimization for Adaptive Web Site Generation, Proc.
PReMI 2005, pp. 654-659, 2005.
D. V. Janardhan Rao,
Object Extraction in Gray-Scale Images by Optimizing Roughness Measure
of a Fuzzy Set, Proc. PReMI 2005, pp. 744-749, 2005.
P. Goel, R. Biswas, A. Mukherjee and P. Mitra, Feature selection and
function approximation for mutual funds, NIPS Workshop on Machine
Learning in Finance, Whistler, British Columbia, 2005.
R. Mehta, P. Mitra and H. Karnick, Extracting semantic structure of web
documents using content and visual information, Proc. 14th Intl.
Conf. World Wide Web (WWW'05), pp. 298-299, Chiba, Japan, 2005 (poster).
G. Pandey, H. Gupta and P. Mitra, Stochastic
scheduling of active support vector learning algorithms, Proc. ACM
Symposium on Applied Computing (SAC 2005), pp. 38-42, Santa Fe, New
P. Mitra, A. Noore,
Digital watermarking based secure multimodal biometric system, Proc.
SMC 2004, pp. 2983-2987, 2004
P. Mitra and D. Dutta
Selection and Clustering in Microarray Data, Proceedings of
the International Conference on Pattern Recognition (ICPR2004),
Cambridge, UK, August 2004.
M. Banerjee, M. K. Kundu and P. Mitra, Corner Detection Using Support Vector
Machines, Proceedings of the International Conference on
Pattern Recognition (ICPR2004), Cambridge, UK, August 2004.
S. K. Pal and P. Mitra, Case
Generation: A Rough Fuzzy Approach, Proceedings of International
on Case Based Reasoning (ICCBR2001), pp. 236-242, Vancouver, July 2001.
P. Mitra, C. A. Murthy
and S. K. Pal, Data
Condensation in Large Databases by Incremental Learning with Support
Vector Machines, Proceedings of the International Conference
on Pattern Recognition (ICPR2000), pp. 712-715, Barcelona,
P. Mitra, S. Mitra and S. K. Pal, Modular Rough Fuzzy MLP: Evolutionary
Design, Recent Advances in Rough Sets, Fuzzy Sets, Data Mining
and Granular Computing, Lecture Notes in Artificial Intelligence,
Springer-Verlag, pp. 128--136, 1999.
S. Satish, P. Srivastava and P. Mitra, A Fuzzy Logic Based Collision
Avoidance System for Mobile Robots, Proceedings International
on Robotics and Intelligent Systems, Bangalore, India, December 1997.