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Articles in Journals: (List of co-authors)
Published
B. Uma Shankar and C. A. Murthy, ``Roughness and granularity measures using Hausdorff metric: a new approach", International Journal of General Systems, 2016 (accepted).
Tanmay Basu and C. A. Murthy, A Supervised Feature Selection Technique for Effective Text Categorization, International Journal of Machine Learning and Cybernetics (IJMLC), Springer, (accepted).
Sreevani and C. A. Murthy, On bandwidth selection using Euclidean minimal spanning tree for Kernel Density Estimation, Computational Statistics and Data Analysis, (accepted)
Tanmay Basu and C. A. Murthy, A Similarity based Supervised Decision Rule for Qualitative Improvement of Text Categorization, Fundamenta Informaticae, vol. 141(4), pp. 275-295, 2015
Tanmay Basu and C. A. Murthy, ``A Similarity Assessment Technique for Effective Grouping of Documents", Information Sciences, Vol. 311, pp 149-162, 2015.
Sankar K. Pal, Suman K. Kundu and C. A. Murthy, ``Centrality Measures, Upper Bound, and Influence Maximization in Large Scale Directed Social Networks", Fundamenta Informaticae, Vol. 130, Issue 3, pp 317-342, 2014.
Tanmay Basu and C. A. Murthy, ``Towards Enriching the Quality of k-Nearest Neighbor Rule for Document Classification", International Journal of Machine Learning and Cybernetics, Springer, Vol. 5, Issue 6, pp 897-905, 2014.
Dhiman Karmakar and C. A. Murthy, ``Generation of New Points for Training Set and Feature-Level Fusion in Multimodal Biometric Identification", Machine Vision and Applications, Vol. 25, Issue 2, pp 477-487, 2014.
Swarup Chattopadhyay, C. A. Murthy and Sankar K. Pal, ``Fitting Truncated Geometric Distributions in Large Scale Real World Networks", Theoretical Computer Science, Vol. 551, pp 22-38, 2014.
Tanmay Basu and C. A. Murthy, ``CUES: A New Approach for Document Clustering", Journal of Pattern Recognition Research (JPRR), Vol. 8, Issue 1, pp 66-84, 2013.
Dhiman Karmakar, Madhura Datta and C. A. Murthy, ``Intra-Class Threshold Generation in Multimodal Biometric Systems by Set Estimation Technique", IJSSCI, Vol. 5, Issue 3, pp 22-32, 2013.
M. Das, C. A. Murthy and R. K. De, ``Second order optimization for the inference of gene regulatory pathways", Statistical Applications in Genetics and Molecular Biology, Vol. 13, Issue 1, pp 19-33, 2013.
M. Das, C. A. Murthy and
R. K. De,
``An Optimization Rule for In
Silico Identification of Targeted Overproduction in Metabolic
Pathways", IEEE/ACM Transactions on Computational Biology and
Bioinformatics,
Vol. 10, no. 4, pp. 914-926,
2013.
R. Das, S. Mitra and C. A. Murthy, ``Extracting gene-gene interactions through curve fitting", IEEE Transactions on Nano BioScience, Vol. 11, pp 402-409, 2012.
D. Bhandari, C. A. Murthy
and S. K. Pal, ``Variance as a Stopping Criterion for Genetic Algorithms with
Elitist Model", Fundamenta Informarticae , Vol. 120, no.2, pp.
145-164, 2012.
M. Datta and C. A. Murthy, ``Two dimensional synthetic face generation
and verification using set estimation technique", Computer vision and
Image Understanding, 116, pp. 1022-1031, 2012.
M. Datta and C. A. Murthy,``Face Verification in Videos: Set
Estimation and Class Specific Thresholds, Journal of Pattern Recognition
Research (JPRR), vol. 5, pp.95-103, 2010.
Himadri Chakrabarty, and C. A. Murthy, ``Inversion in the number of High Wind Thunderstorms between Kolkata of North-East India and Florida of South-East USA", International Journal of Climate Change: Impacts and Responses, Vol. 2, no. 1, pp. 21-32, 2010.
S. Saha, C. A. Murthy and S. K. Pal, ``Application of rough ensemble
classifier to web services categorization and focused crawling", Web
Intelligence and Agent systems, vol. 8, no. 2, pp. 181-202, 2010.
Suman Saha, C. A. Murthy and Sankar K. Pal, ``A Novel Split and Merge Technique for Hypertext Classification", T. Rough Sets , 12: 192-210 (2010).
S. Saha, C. A. Murthy and
S. K. Pal, ``Tensor framework and combined symmetry for hyper text
mining", Fundamenta Informaticae, vol. 97, no. 1-2, pp. 215-234,
2009.
Susmita Sur-Kolay,
Satyajit Banerjee,
S. Mukhopadhyaya, and
C. A. Murthy, ``The Double Digest Problem:
finding all solutions"
S. Mitra , M. K. Kundu, C.
A. Murthy, B. B. Bhattacharya and T. Acharya, ``New probabilistic approach for
fractal based image compression",
Fundamenta
Informaticae, Vol.87, No. 3-4, pp. 417-433, 2008.
Sarif Kumar Naik and
C. A. Murthy, ``Distinct multi-colored region descriptors for object
recognition", IEEE Trans. on Pattern Analysis and Machine Intelligence,
vol. 29, no. 7, pp. 1291-1296, July 2007.
Suman Saha, C. A.
Murthy and
S. K. Pal ``Rough set
based ensemble classifier for web page classification", Fundamenta
Informaticae, vol. 76, no. 1-2, pp. 171-187, Feburary 2007.
Sarif Kumar Naik and
C. A. Murthy, ``Standardization of edge magnitude in color images", IEEE
Trans. on Image Processing, vol. 15, no. 9, pp. 2588-2595, September, 2006
[PDF].
Anil K. Ghosh,
P. Chaudhuri and C. A. Murthy,
``Multi-scale classification using nearest neighbor density estimates'', IEEE
Trans. on Systems, Man, and Cybernetics-B,vol. 36, no. 5, pp. 1139-1148,
2006
B. L. Narayan, C. A.
Murthy and Sankar K. Pal, ``Maxdiff KD-Trees for Data Condensation", Pattern
Recognition Letters, vol. 27, no. 3, pp. 187-200, February 2006.[PDF]
Anil K. Ghosh, P. Chaudhuri and C. A. Murthy, ``On visualization and
aggregation of nearest neighbor classifiers", IEEE Trans. on Pattern
Analysis and Machine Intelligence, vol. 27, no. 10, pp. 1592-1602, October,
2005
A. Bishnu, B. B. Bhattacharya, M. K. Kundu, C. A. Murthy and T. Acharya,
``Euler Vector for search and retrieval of graytone images", IEEE
Trans. on Systems, Man and Cybernetics-B, vol. 35, no. 4, pp. 801-812,
2005. [PDF]
A. Bishnu, B. B. Bhattacharya, M. K. Kundu, C. A. Murthy, and T.
Acharya, ``A pipeline architecture for computing the Euler number of a binary
image", Journal of Systems Architecture, Vol. 51, pp . 470-487,
2005.[PDF]
P. Bhowmick, A. Bishnu, B. B. Bhattacharya, M. K. Kundu, C. A. Murthy
and T. Acharya, ``Determination of minutae scores for fingerprint
applications'', Int. Jour. of Image and Graphics, vol. 5, no. 3, pp .
537-571, July 2005. [PDF]
P. Mitra, C. A. Murthy and S. K. Pal, ``A probabilistic active support
vector learning algorithm'', IEEE Trans. on Pattern Analysis and Machine
Intelligence, vol. 26, no. 3, pp. 413--418, March 2004.[PDF]
R. R. Rakesh,
P. Chaudhuri
and C. A. Murthy, ``Thresholding in edge detection a statistical approach'', IEEE
Trans. on Image Processing, vol. 13, no. 7, pp. 927-936, July, 2004.
Sarif Kumar Naik and
C. A. Murthy, ``Hue preserving color image enhancement without gamut problem'',
IEEE Trans. on Image Processing, vol. 12, no. 12, pp.1591-1598,
December, 2003.(Original
Color images, results and abstract). [PDF]
P. Mitra, C. A.
Murthy and
S. K. Pal, ``Density
based multiscale data condensation'', IEEE Trans. on Pattern Analysis and
Machine Intelligence , vol. 24, no. 6, pp 734--747, June 2002.[PDF]
P. Mitra, C. A.
Murthy and
S. K. Pal,
``Unsupervised feature selection using feature similarity'', IEEE Trans. on Pattern
Analysis and Machine Intelligence, vol. 24, no. 4, pp 301--312, April
2002.[PDF]
J. K. Ghosh and C. A. Murthy, Discussion on the paper titled, ``A
penalized likelihood approach to image warping'' ( authors : C. A. Glasbey and
K. V. Mardia), Journal of Royal Statistical Society, Series B pp.
500-502, 2001.
S. K. Pal,
S. Bandyopadhyay and C. A.
Murthy, ``Genetic classifiers for remotely sensed images : comparison with
standard methods'', Int. Jour. of Remote Sensing, vol. 22, no. 13, pp.
2545--2569, 2001.[PDF]
S. Bandyopadhyay, C.
A. Murthy and
Sankar K. Pal,
``VGA-Classifier : Design and application'', IEEE Trans. System, Man, and
Cybernetics, Part B, vol. 30, no. 6, pp. 890--895, 2000. [PDF]
S. K. Mitra, C. A. Murthy and
M.
K. Kundu, ``Partitioned iterative function system : a new tool for digital
imaging'', IETE Journal of Research, vol. 46, no. 5, pp. 279--298,
2000.[PDF]
J. L. Pittman and C.
A. Murthy, `` Fitting optimal piecewise linear functions using genetic
algorithms'', IEEE Trans. on Pattern Analysis and Machine Intelligence,
vol. 22, no. 7, pp. 701--718, July 2000.
S. K. Mitra, C. A. Murthy and
M.
K. Kundu, ``A technique for image magnification using partitioned iterative
function system'', Pattern Recognition, vol. 33, pp. 1119--1133, 2000.[PDF]
S. K. Mitra and C. A. Murthy, ``Mathematical framework to show the
existence of the attractor of the partitioned iterative function system'', Pattern
Recognition, vol. 33, pp. 859--869, 2000.
S. Bandyopadhyay, C. A. Murthy and
S. K. Pal, ``Theoretical
performance of genetic pattern classifier'', Journal of the Franklin
Institute, vol. 336, pp 387--422, 1999. [PDF]
S. Bandyopadhyay, C.
A. Murthy and
S. K. Pal,
``Pattern classification using genetic algorithms : Determination of H'', Pattern
Recognition Letters, vol. 19, pp 1171--1181, 1998. [PDF]
C. A. Murthy, D. Bhandari and
S.
K. Pal, ``e- optimal stopping time for genetic algorithms'', Fundamenta
Informaticae, vol. 35, pp. 91--111, 1998.
S. K. Mitra, C. A. Murthy and
M.
K. Kundu, `` A study on partitioned iterative function systems for image
compression'', Informaticae, vol. 34, no. 4, pp. 413--428, 1998. [PDF]
C. A. Murthy and
J. L.
Pittman, ``Multilayer Perceptrons and Fractals'', Information Science,
vol. 112, pp 137--150, 1998.
B. Uma Shankar, C. A.
Murthy and
S. K. Pal, ``A new
gray level based Hough Transform for region extraction : An application to IRS
images'', Pattern Recognition Letters, vol. 19, no. 2, pp 197--204,
1998.
S. K. Mitra, C. A. Murthy and
M.
K. Kundu, ``Technique for fractal image compression using genetic
algorithm'', IEEE Trans. Image Processing, vol. 7, no. 4, pp. 586--593,
1998. [PDF]
S. Bandyopadhyay,
S. K. Pal and C. A. Murthy,
``Simulated annealing based pattern classification'', Information Science
, vol. 109, pp. 165--184, 1998.[PDF]
S. K. Pal,
S. Bandyopadhyay, and C. A.
Murthy, ``Genetic algorithms for generation of class boundaries'', IEEE
Tran. Syst. Man and Cybern., vol. 28, no. 6, pp 816--828, 1998. [PDF]
D. P. Mandal, C. A. Murthy and
S. K. Pal, ``Determining the shape
of a pattern class from sampled points: Extension to R^{N}'', Int.
J. of General Systems, vol. 26, no. 4, pp. 293--320, 1997.
N. Chowdhury and C. A. Murthy, ``Minimal spanning tree based clustering
technique: relationship with Bayes classifier'', Pattern Recognition,
vol. 30, no. 11, pp. 1919--1929, 1997.
D. P. Mandal and C. A. Murthy, ``Selection of alpha for alpha-hull in R^{2
}'', Pattern Recognition, vol. 30, no. 10, pp. 1759--1767,1997.
D. Bhandari, C. A. Murthy and
S.
K. Pal, `` Genetic algorithm with elitist model and its convergence'', Int.
J. Pattern Recognition and Artificial Intelligence , vol. 10, no. 6, pp.
731--747, 1996.
C. A. Murthy and N. Chowdhury, `` In search of optimal clusters using
genetic algorithms'', Pattern Recognition Letters, vol. 17, pp.
825--832, 1996.
J. Basak, C. A. Murthy and
S.
K. Pal, ``A self organizing connectionist model for mixed category
perception'', Neurocomputing, vol. 10, pp. 341--358, 1996.
D. Chaudhuri,
B. B. Chaudhuri
and C. A. Murthy, `` A data driven procedure for density estimation with some
applications '', Pattern Recognition, pp. 1719--1736, 1996.
D. P. Mandal, C. A. Murthy and
S. K. Pal, ``Analysis of IRS
imagery for detecting man-made objects with a multivalued recognition system'',
IEEE Trans. on Systems, Man and Cybernetics, vol. SMC-26, no. 3, pp.
141--147, 1996.
N. Chowdhury and C. A. Murthy, ``An efficient method of hard and fuzzy
clustering of multi-dimensional data '', Journal of the Institution of
Engineers, India, vol. 77, CP/1, pp. 13--19, 1996.
D. P. Mandal, C. A. Murthy and
S. K. Pal, ``Uncertainty handling
in remote sensing data analysis for Defense application '', Defense Science
Journal, vol. 45, no. 4, pp. 303--306, October 1995.
S. Bandyopadhyay, C.
A. Murthy and
S. K. Pal,
``Pattern classificationwith genetic algorithms'', Pattern Recognition
Letters, vol. 16, pp. 801--808, 1995.[PDF]
D. P. Mandal and C. A. Murthy, `` Selection of alpha for alpha-hull and
formulation of fuzzy alpha-hull in R^{2}'', Int. J. of Uncertainty,
Fuzziness and Knowledge Based Systems, Vol. 3, no. 4, pp. 401--417, 1995.
D. P. Mandal, C. A. Murthy and
S. K. Pal, ``A remote sensing
application of a fuzzy classifier'', Int. J. of Uncertainty, Fuzziness and
Knowledge Based Systems, vol. 2, no.4, pp. 287-295, 1994.
D. P. Mandal, C. A. Murthy and
S. K. Pal, ``Theoretical
performance of a multivalued recognition system'', IEEE Trans. on Systems
Man and Cybernetics, Vol. 24.,No. 7, pp. 1001-1021, 1994.
D. P. Mandal, C. A. Murthy and
S. K. Pal, ``Utility of multiple choices
in detecting ill-defined roadlike structures'', Fuzzy Sets and Systems,
vol. 64, pp. 213-228, 1994.
D. Chaudhuri, C. A. Murthy and
B. B. Chaudhuri,
`` Finding a subset of representative points in a data set '', IEEE Trans.
on Systems Man and Cybernetics, Vol. 24, no. 9, pp. 1416-1424, 1994.
J. Basak, C. A. Murthy, S. Chaudhury and D. Dutta Majumder, ``A
connectionist model for category perception : theory and implementation'', IEEE
Tr. on Neural Networks, vol.4, no.2, pp. 257-269, 1993.
D. Chaudhuri, C. A. Murthy and
B. B. Chaudhuri,
``A new split and merge technique for cluster analysis'', Pattern Recognition
Letters, vol. 13, pp. 399 - 409, 1992.
D. P. Mandal, C. A. Murthy and
S. K. Pal, ``Formulation a
multivalued recognition system'', IEEE Trans on Systems, Man and Cybernetics,
vol. SMC-20, no. 5, pp. 607-620, 1992.
D. Chaudhuri, C. A. Murthy and
B. B. Chaudhuri,
``A modified metric to compute distance'', Pattern Recognition, vol.25,
no. 7, pp. 667-677, 1992.
C. A. Murthy and
S. K. Pal,
``Bounds for membership functions - A correlation based approach'', Information
Science, vol. 65, pp. 143-171, 1992.
D. P. Mandal, C. A. Murthy and
S. K. Pal, ``Determining the shape
of a Pattern class from sampled points in R^{2}'', Int. Journal of
General Systems, vol. 22, no. 4, pp. 307-339, 1992.
C. A. Murthy and
S. K. Pal,
``Histogram thresholding by minimizing gray level fuzziness'', Information
Science, vol. 60, no. 1/2, pp. 107-135, 1992.
C. A. Murthy and
S. K. Pal,
``Fuzzy thresholding : Mathematical framework, bound functions and weighted
moving average technique'', Pattern Recognition Letters, vol. 11, pp.
197-206, 1990.
C. A. Murthy,
S. K. Pal
and D. Dutta Majumder, ``Representation of fuzzy operators using ordinary
sets'', IEEE Trans. on Systems, Man and Cybernetics, vol. SMC-17, no. 5,
pp. 840-847, 1987.
C. A. Murthy,
S. K. Pal
and D. Dutta Majumder, ``Correlation between two fuzzy membership functions'',
Fuzzy
Sets and Systems, vol. 17, no. 1, pp.22-38, 1985.
PDF
B. B.
Chaudhuri, C. A. Murthy and D. Dutta Majumder, ``Bayes error probability
for noisy and imprecise measurements in Pattern Recognition'', IEEE Trans.
on Systems, Man and Cybernetics, vol. 13, pp. 89-94, 1983.
Other Selected Publications:
1.
Dhiman Karmakar, C. A. Murthy:
"Face Recognition using Face-Autocropping and Facial Feature Points Extraction", PerMIn 2015: 116-122, 2015.
2.
Namita Jain, C. A. Murthy:
"Measure of dependence between two variables using mutual information", CoRR abs/1411.2883, 2014.
3.
Mouli Das, C. A. Murthy, Subhasis Mukhopadhyay, Rajat K. De:
"A Second-Order Learning Algorithm for Computing Optimal Regulatory Pathways", PerMIn 2012: 227-234, 2012.
4.
Tanmay Basu and C.A. Murthy, ``Effective
Text Classification by a Supervised Feature Selection Approach", Accepted
for Publication in Proc. of 2012 International Conf. on Data Mining
(ICDM'2012), Brussels, Belgium, December 10-13,2012.
5.
Tanmay Basu and C.A. Murthy, ``Efficient
Feature Selection for Document Classification", Accepted for
Publication in Proc. of 8th International Conf. on Advanced Data Mining and
Applications, Nanjing, China, December 15-18,2012.
6.
Tanmay Basu, C.A. Murthy and Himadri
Chakrabarty ``A Tweak on K-Nearest Neighbor Decision Rule", In Proc. of
16th International Conf. on Image Processing Computer Vision and Pattern
Recognition (IPCV'12), Las Vegas, USA, July 16-19, 2012, pp. 929-935.
7.
Sarif Kumar Naik and C. A.
Murthy, ``Hough transform for region extraction in color images'', Proc. of
4th Indian Conf. on Computer Vision, Graphics and Image Processing(ICVGIP'04),
Kolkata, India. December 16-18, 2004,pp. 252--257. [PDF]
8.
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, September 2000.[PDF]
9.
S. K. Mitra, C. A. Murthy and
M. K. Kundu,``Image Compression and
edge extraction using Fractal technique and genetic algorithm'', Soft
computing for image processing,
S.
K. Pal,
A.Ghosh and
M. K. Kundu (Eds.), Physica Verlag,
pp. 79--100, 2000.
10.
S. K. Mitra, C. A. Murthy and
M. K. Kundu, ``Digital image
magnification using fractal operators and genetic algorithm '', Computational
Intelligence and Applications, P. S. Szczepaniak (ed.), Physica Verlag, New
York, pp 250--259, 1999.
11.
C. A. Murthy, S. Bandopadhyay and
S. K. Pal, ``Genetic Algorithm
based pattern classifier: relationship with Bayes classifier'', Genetic
Algorithms for Pattern Recognition, (S. K. Pal and P.P. Wang (eds.)),
CRC Press, Boca Raton, USA, pp. 127-144, 1996.
12.
S. K. Mitra, C. A. Murthy and
M. K. Kundu,``Fractal based image
coding using genetic algorithm'', Pattern recognition, Image processing and
Computer vision : Recent advances, P. P. Das and B. N. Chatterjee (Eds),
Narosa publishing house, New Delhi, pp. 86--91, 1995.
13.
D. P. Mandal and C. A. Murthy, ``Computing
the multivalued shape of a pattern class'', Fuzzy Reasoning in Information
Decision and Control, (ed. S. Tzafestas) Kluwer Academic Publishers,
14.
C. A. Murthy and D. Dutta Majumder, ``A
method of finding boundary of a cluster'', Data Analysis and Informatics,vol.
4, Eds. E. Diday et. al., pp. 137-148, 1986.
Swarup
Chattopadhyay
Tanmay
Basu
Sushmita
Mitra
R.Das
Himadri
Chakraborty
Madhura
Datta
Tinku
Acharya
Jayanta
Basak
Dinabandhu
Bhandari
Partha
Bhowmick
Debasish
Chaudhuri
Nirmalya
Chowdhury
Dwijesh
Dutta-Majumder
Rishi
R. Rakesh
IEEE
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