Prof. (Dr.) Siddhartha Bhattacharyya

S. Bhattacharyya and P. Dutta, "Designing pruned neighborhood neural networks for object
extraction from noisy background," International Journal of Foundations of Computing and Decision
Sciences, vol. 31, no. 2, pp. 105-134, 2006.

S. Bhattacharyya, P. Dutta, U. Maulik and P. K. Nandi, "A Self Supervised Bi-directional Neural
Network (BDSONN) Architecture for Object Extraction Guided by Beta Activation Function and
Adaptive Fuzzy Context Sensitive Thresholding," International Journal of Intelligent Systems and
Technologies, vol. 1, no. 4, pp. 345-365, 2006, ISSN 1305-6417.

S. Bhattacharyya, P. Dutta, U. Maulik and P. K. Nandi, "Multilevel Activation Functions for
True Color Image Segmentation Using a Self Supervised Parallel Self Organizing Neural Network
(PSONN) Architecture: A Comparative Study," International Journal of Computer Science, vol. 2,
no. 1, pp. 09-21, 2007, ISSN 1306-4428.

S. Bhattacharyya, P. Dutta and U. Maulik, "Binary object extraction using bi-directional self-
organizing neural network (BDSONN) architecture with fuzzy context sensitive thresholding," In-
ternational Journal of Pattern Analysis and Applications, Springer-Verlag, London, pp. 345-360,
2007.

S. Bhattacharyya, P. Dutta and U. Maulik, "Self Organizing Neural Network (SONN) based
gray scale object extractor with a Multilevel Sigmoidal (MUSIG) activation function," International
Journal of Foundations of Computing and Decision Sciences, vol. 33, no. 2, pp. 46-50, 2008.

S. Bhattacharyya, U. Maulik and P. Dutta, "A pruning algorithm for efficient image segmentation
with neighborhood neural networks," IAENG International Journal of Computer Science, vol. 35,
no. 2, pp. 191-200, 2008.

S. Bhattacharyya, U. Maulik and P. Dutta, "High speed target tracking by fuzzy hostility induced
segmentation of optical flow field," Applied Soft Computing, vol. 9, pp. 126-134, 2009.

A. Chowdhury and S. Bhattacharyya, "Gray Scale Image Edge Detection Using Rough Set Theory:
A Comparative Study," HETC Journal of Computer Engineering and Applications, 2010.

K. Dasgupta, S. Bhattacharyya and P. Dutta, "Three-Dimensional Object Extraction Using A
Three-Dimensional Self-Organizing Neural Network (3DSONN) and its Two-Dimensional Counter-
part: A Comparative Study," HETC Journal of Computer Engineering and Applications, 2010.

S. Bhattacharyya, U. Maulik and P. Dutta, "Multilevel Image Segmentation With Adaptive Image
Context Based Thresholding," Applied Soft Computing, vol. 11, pp. 946-962, 2010.

S. De, S. Bhattacharyya and P. Dutta, "Efficient Gray Level Image Segmentation Using An
Optimized MUSIG (OptiMUSIG) Activation Function," International Journal of Parallel, Emergent
and Distributed Systems (2010), pp. 1-39, 2010, http://dx.doi.org/10.1080/17445760903546618.

S. Bhattacharyya, "Object Extraction in a Soft Computing Framework," in Abstracts of Recent
PhDs, The Knowledge Engineering Review, vol. 25, no. 3, pp. 364,.Cambridge University Press,
2010, doi:10.1017/S0269888910000226.

S. Bhattacharyya, "A Brief Survey of Color Image Preprocessing and Segmentation Techniques",
International Journal of Pattern Recognition Research, vol. 1, pp. 120-129, 2011.

K. Mondal, P. Dutta and S. Bhattacharyya, "Fuzzy Logic Based Gray Image Extraction and
Segmentation," International Journal of Scientic and Engineering Research (IJSER), vol. 3, Issue
4, ISSN 2229-5518, 2012.

S. Bhattacharyya, U. Maulik and P. Dutta, "A Parallel Bi-Directional Self Organizing Neural Net-
work (PBDSONN) Architecture For Color Image Extraction and Segmentation," Neurocomputing,
vol. 86, pp. 1-23, 2012.

S. De, S. Bhattacharyya and S. Chakraborty, "Color Image Segmentation Using Parallel Opti-
MUSIG Activation Function," Applied Soft Computing, vol. 12, no. 10, pp. 3228 3236, 2012.

S. Dey, S.Bhattacharyya and U. Maulik, "Quantum inspired genetic algorithm and particle swarm
optimization using chaotic map model based interference for gray level image thresholding," Swarm
and Evolutionary Computation, vol. 15, pp. 3857, 2014.

N. K. Mondal, R. Bhaumik, B. Das, P. Roy, J. K. Datta, S. Bhattacharyya and S. Bhattacharjee,
"Neural network model and isotherm study for removal of phenol from aqueous solution by orange
peel ash," Appl Water Sci, Springer, 2014.

S. Dey, I. Saha, S. Bhattacharyya and U. Maulik, "Multi-level thresholding using quantum inspired
meta-heuristics," Knowledge-Based Systems, vol. 67, pp. 373-400, 2014.

S. Bhattacharyya, P. Pal and S. Bhowmick, "A Quantum Multilayer Self Organizing Neural Net-
work For Binary Object Extraction From A Noisy Perspective," International Journal for Computer
Systems and Network Technologies (IJCSNT), vol. 3, no. 1, pp. 1-13, 2014.

S. Bhattacharyya, P. Pal and S. Bhowmick, "Binary Image Denoising Using a Quantum Multilayer
Self Organizing Neural Network," Applied Soft Computing, vol. 24, pp. 717-729, 2014.

S. Bhattacharyya, S. Bhattacharjee and N. K. Mondal, "A Quantum Backpropagation Multi Layer
Perceptron (QBMLP) for Predicting Iron Adsorption Capacity of Calcareous Soil from Aqueous
Solution," Applied Soft Computing, vol. 27, pp. 299-312, 2014.

J. Ray and S. Bhattacharyya, "Value-at-Risk Based Portfolio Allocation Using Particle Swarm
Optimization," International Journal of Computer Sciences and Engineering (E-ISSN: 2347-2693),
vol. 3, special issue 1, pp. 1-9, 2015.

S. Dey, S. Bhattacharyya and U. Maulik, "New Quantum Inspired Meta-heuristic Techniques for
Multi-level Colour Image Thresholding," vol. 46, pp. 677-702, Applied Soft Computing, 2016.

D. Konar, S. Bhattacharyya, B. K. Panigrahi and K. Nakamatsu, "A Quantum Bi-Directional
Self-Organizing Neural Network (QBDSONN) Architecture For Binary Object Extraction From A
Noisy Perspective," Applied Soft Computing, vol. 46, pp. 731-752, 2016.

H. Bhaumik, S. Bhattacharyya, Mausumi Das Nath and S. Chakraborty, "Hybrid Soft Computing
Approaches to Content based Video Retrieval: A Brief Review," Applied Soft Computing, vol. 46,
pp. 1008-1029, 2016.

S. Bhattacharyya, P. Dutta and U. Maulik, "Preface," Applied Soft Computing, vol. 46, pp.
523-526, 2016.

S. De, S. Bhattacharyya and P. Dutta, "Automatic Magnetic Resonance Image Segmentation
by Fuzzy Intercluster Hostility Index Based Genetic Algorithm: An Application," Applied Soft
Computing, vol. 47, pp. 669-683, 2016.

P. Pal, S. Bhattacharyya and A. Mani, "Pure Color Object Extraction from a Noisy State using
Quantum Version Parallel Self Organizing Neural Network," International Journal of Computers
and Applications, vol. 38, no. 2-3, pp. 164-186, 2016.

D. Konar, S. Bhattacharyya, Kalpana Sharma, Sital Sharma and Sri Raj Pradhan, "An Im-
proved Hybrid Quantum-Inspired Genetic Algorithm (HQIGA) for Scheduling of Real-Time Task in
Multiprocessor System," Applied Soft Computing, vol. 53, pp. 296-307, 2017.

J. Ray and S. Bhattacharyya, "Particle Swarm Optimization Technique For Optimizing Condi-
tional Value-at-Risk Based Portfolio" International Journal of Computer Sciences and Engineering,
vol. 5, no. 2, pp. 77-85, 2017.

S. Dey, S. Bhattacharyya and U. Maulik, "Efficient Quantum Inspired Meta-heuristics for Multi-
level True Colour Image Thresholding," Applied Soft Computing, vol. 56, pp. 472-513, 2017.

S. M. Islam, M. Banerjee, S. Bhattacharyya and S. Chakraborty, "Content-Based Image Retrieval
Based on Multiple Extended Fuzzy-Rough Framework," Applied Soft Computing, vol. 57, pp. 102-
117, 2017.

B. Chakraborty, S. Bhattacharyya and S. Chakraborty, "Generative Model Based Video Shot
Boundary Detection for Automated Surveillance," International Journal of Ambient Computing
and Intelligence (IJACI), IGI Global, USA, 2018. (Accepted)

A. K. Das, S. Sengupta and S. Bhattacharyya, "A Group Incremental Feature Selection for
Classication using Rough Set Theory based Genetic Algorithm," Applied Soft Computing, vol.
65C, pp. 400-411, 2018.

R. M. Rizk-Allah, A. E. Hassanien and S. Bhattacharyya, "Chaotic Crow Search Algorithm for
Fractional Optimization Problems," Applied Soft Computing, 2018 (Accepted)

Prof. (Dr.) Siddhartha Bhattacharyya

Journals