Admission open in MBA & BBA program for AY 2021-22

Jaypee Institute of Information Technology, Noida
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  • Dr. Mukesh Saraswat
Associate Professor
mukesh.saraswat@jiit.ac.in, saraswatmukesh@gmail.com

Education

  • Ph.D. (Computer Science & Engineering), Jan 2011 – Dec 2013, ABV- Indian Institute of Information Technology & Management, Gwalior.
  • M. Tech. (Computer Science & Engineering), 2010, Uttar Pradesh Technical University, Lucknow  
  • B.E. (Computer Science and Engineering), 2001, M.J.P. Rohilkhand University, Bareilly

Biography

I have more than 15 years of teaching and research experience. I have guided more than 50 M. Tech. and B.Tech. dissertations and presently guiding 02 Ph. D. students. I have published more than 30 journal and conference papers in the area of image processing, pattern recognition, data mining, and soft computing. I was the part of successfully completed DRDE funded project on image analysis and currently running a project funded by SERB-DST (New Delhi) on Histopathological Image Analysis.  I have been an active member of many organizing committees of various conferences and workshops. I was also a guest editor of International journal of Swarm Intelligence. My research areas include Image Processing, Pattern Recognition, Data Mining, and Soft Computing.

Interest Areas

  • Image Processing
  • Pattern Recognition
  • Data Mining
  • Soft-Computing

Work Experience:

S. No. Employer Designation From To
1 Jaypee Institute of Information Technology Associate Professor Jul 2014 Till date
2 Motilal Nehru National Institute of Technology, Allahabad Visiting Faculty Sep 2013 May 2014
3 BSA College of Engineering & Technology, Mathura Assistant Professor Aug 2002 Dec 2010

Publications

Total Citation till April 2019: 619, H-Index=11, i-10 Index=11

Source: Google scholar  http://scholar.google.co.in/citations?user=UHKGhhEAAAAJ&hl=en

International Journals:

  • H. Mittal and M. Saraswat, “An image segmentation method using logarithmic kbest gravitational search algorithm based superpixel clustering”, Evolutionary Intelligence, doi.org/10.1007/s12065-018-0192-y. (Scopus Indexed)
  • H. Mittal and M. Saraswat, “An optimum multi-level image thresholding segmentation using non-local means 2D histogram and exponential Kbest gravitational search algorithm”, Engineering Applications of Artificial Intelligence, Vol. 71, pp. 226-235. (Impact Factor 2.819)
  • R. Pal and M. Saraswat, “Grey Relational Analysis based Keypoint selection in Bag-of-Features for Histopathological Image Classification”, Recent Patents on Computer Science, DOI: 10.2174/2213275911666181114144049. (In Press, Scopus Indexed)
  • R. Pal and M. Saraswat, “Improved Biogeography-based Optimization”, International Journal of Advanced Intelligence Paradigms. (In Press, Scopus Indexed)
  • A. C. Pandey, D. S. Rajpoot, and M. Saraswat, “Twitter Sentiment Analysis using Cuckoo Search Method”, Information Processing & Management, Vol. 53, pp. 764-779, 2017. (Impact Factor 3.444)
  • Y. Pathak, P. S. Rana, P. K. Singh, and M. Saraswat, “Protein structure prediction (RMSD≤ 5 Å) using machine learning models”, International Journal of Data Mining and Bioinformatics, Vol. 14, pp. 71-85, 2016. (Impact Factor 0.652)
  • M. Gupta, G. Parmar, R. Gupta, and M. Saraswat, “Discrete Wavelet Transform-based Color Image Watermarking using Uncorrelated Color Space and Artificial Bee Colony”, International Journal of Computational Intelligence Systems, Vol. 8, pp. 364-380, 2015. (Impact Factor 2.000)
  • M. Saraswat and K. V. Arya, “Feature Selection and Classification of Leukocyte using Random Forest”, Medical & Biological Engineering & Computing, Vol. 52, pp. 1041-1052, 2014. (Impact Factor 1.971)
  • Mukesh Saraswat and K. V. Arya, “Automated Microscopic Image Analysis for Leukocytes Identification: A Survey”, Micron, Vol. 65, pp. 20-33, 2014. (Impact Factor 1.728)
  • M. Saraswat and K. V. Arya, “Supervised Leukocyte Segmentation in Tissue Images using Multi-objective Optimization Technique”, Engineering Applications of Artificial Intelligence, Vol. 31, pp. 44-52, 2013. (Impact Factor 2.819)
  • M. Saraswat and K. V. Arya, “Color Normalisation of Histopathological Images”, Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Vol. 1, pp. 185-197, 2013. (Scopus and ESCI Indexed)
  • M. Saraswat, K. V. Arya, and H. Sharma, “Leukocyte Segmentation in Tissue Images using Differential Evolution Algorithm”, Swarm and Evolutionary Computation, Vol. 11, pp. 46-54, 2013. (Impact Factor 3.818)
  • R. Pal and M. Saraswat, “Histopathological Image Classification using Enhanced Bag-of-Features with Spiral Biogeography-based Optimization”, Applied Intelligenc, 2019. doi.org/10.1007/s10489-019-01460-1 (Impact Factor 1.983)
  • H. Mittal and M. Saraswat, “An automatic nuclei segmentation method using intelligent gravitational search algorithm based superpixel clustering”, Swarm and Evolutionary Computation, Vol. 45, pp. 15-32, 2019. (Impact Factor 3.818)

 

International Conferences:

  • H. Mittal and M. Saraswat, “cKGSA based fuzzy clustering method for image segmentation of RGB-D images”, In Proc. of Eleventh IEEE International Conference on Contemporary Computing, India, 2018.
  • A. C. Pandey, D. S. Rajpoot, and M. Saraswat, “Data Clustering Based on Data Transformation and Hybrid Step Size-Based Cuckoo Search”, In Proc. of Eleventh IEEE International Conference on Contemporary Computing, India, 2018.
  • R. Pal and M. Saraswat, “Enhanced Bag of Features Using AlexNet and Improved Biogeography-Based Optimization for Histopathological Image Analysis”, In Proc. of Eleventh IEEE International Conference on Contemporary Computing, India, 2018.
  • H. Mittal and M. Saraswat, “Classification of histopathological images through bag-of-visual-words and gravitational search algorithm”, In Proc. of International Conference on Soft Computing for Problem Solving, India, 2017.
  • R. Pal and M. Saraswat, “Data clustering using enhanced biogeography-based optimization”, In Proc. of Tenth IEEE International Conference on Contemporary Computing, India, 2017.
  • A. Kulhari and M. Saraswat, “Differential evolution-based subspace clustering via thresholding ridge regression”, In Proc. of Tenth IEEE International Conference on Contemporary Computing, India, 2017.
  • A. C. Pandey, D. S. Rajpoot, and M. Saraswat, “Hybrid step size based cuckoo search”, In Proc. of Tenth IEEE International Conference on Contemporary Computing, India, 2017.
  • A. C. Pandey, D. S. Rajpoot, and M. Saraswat, “Data clustering using hybrid improved cuckoo search method”, In Proc. of Ninth IEEE International Conference on Contemporary Computing, India, 2014.
  • R. Pal, H. Mittal, A. C. Pandey, and M. Saraswat, “BEECP: Biogeography optimization-based energy efficient clustering protocol for HWSNs”, In Proc. of Ninth IEEE International Conference on Contemporary Computing, India, 2014.
  • H. Mittal, R. Pal, A. Kulhari, and M. Saraswat, “Chaotic Kbest gravitational search algorithm (CKGSA)”, In Proc. of Ninth IEEE International Conference on Contemporary Computing, India, 2014.
  • H. Sharma, K. Arya, and M. Saraswat, “Artificial Bee Colony Algorithm for Automatic Leukocytes Segmentation in Histopathological Images”, In Proc. of Ninth IEEE International Conference on Industrial and Information Systems, India, 2014.
  • 2. M. Gupta, R. Gupta, G. parmar, and M. Saraswat, “Digital image Watermarking using Steerable Pyramid Transform and Uncorrelated Color Space”, In Proc. of Ninth IEEE International Conference on Industrial and Information Systems, India, 2014.
  • M. Gupta, G. Parmar, R. Gupta, and M. Saraswat, “Digital Image Watermarking Using Un-correlated Color Space", In Proc. of IEEE Symposium on Computer Applications & Industrial Electronics, Malaysia, 2014.
  • M. Saraswat and K. V. Arya, “Leukocyte Classification in Skin Tissue Images", In Proc. of International Conference on Bio-Inspired Computing: Theories and Applications. Springer India, 2013.
  • Meenakshi, D Puja, M. Saraswat and K. V. Arya, “Automatic Agricultural Leaves Recognition System", In Proc. of International Conference on Bio-Inspired Computing: Theories and Applications. Springer India, 2013.
  • D. Tiwari, K. V. Arya, and M. Saraswat, “Digital Video Watermarking Using Scene Detection", In Proc. of International Conference on Bio-Inspired Computing: Theories and Applications. Springer India, 2013.
  • M. Saraswat and K. V. Arya, “Automatic Facial Expression Recognition in an Image Sequence of Non-manual Indian Sign Language using Support Vector Machine", In Proc. of the International Conference on Soft Computing for Problem Solving. Springer India, 2011.
  • J. C. Bansal, P. K. Singh, M. Saraswat, A. Verma, S. S. Jadon, A. Abraham, “Inertia Weight strategies in Particle Swarm Optimization", In Proc. of IEEE International Conference on Nature and Biologically Inspired Computing, Spain, 2011.
  • M. Saraswat and K. V. Arya, “Automatic facial landmark detection in a video sequences of non-manual sign languages", In Proc. of IEEE International Conference on Industrial and Information Systems, Sri Lanka, 2009.

Conferences/ Workshops Attended

  • Two weeks Summer School on “Security in Computing” at JIIT, Noida. June-July, 2018.
  • Two days National Workshop on “Soft Computing and Language Processing” at JIIT, Noida. April, 2018.
  • One-day National Workshop on “Scilab”, at JIIT, Noida. October, 2017.
  • One-week short term course on “Data Mining and Business Intelligence” at JIIT, Noida. September, 2017.
  • IEEE International conference on “Contemporary Computing" at JIIT, Noida. August, 2017.
  • One-week National Workshop on “Multimedia Tools and its Applications through ICT” at JIIT, Noida. March, 2017.
  • Three days National Workshop on “Wireless Sensor Networks and Applications” at JIIT, Noida. March, 2017.
  • Three days National Workshop on “Big Data Analytics and Visualization” at JIIT, Noida. September, 2016.
  • IEEE International conference on “Contemporary Computing" at JIIT, Noida. August, 2016.
  • One-day National Workshop on “Nature Inspired Algorithm” at South Asian University, New Delhi. March, 2016.
  • Two days National Workshop on “Mobile Technology” at JIIT, Noida. March, 2016.
  • Three days National Workshop on “Information Security” at JIIT, Noida. December, 2015.
  • IEEE International conference on “Contemporary Computing" at JIIT, Noida. August, 2015.
  • One-week FDP on “Mobile Technology”at JIIT, Noida. July, 2015.
  • Ninth IEEE International conference on “Industrial and Information Systems" at ABV-IIITM, Gwalior. December, 2014.
  • IEEE International conference on “Contemporary Computing" at JIIT, Noida. August, 2014.
  • One-day Workshop on “IP Awareness” at JIIT, Noida. August, 2014.
  • One-week DST sponsored short term course on “Soft Computing Techniques for Optimization" at ABV-IIITM, Gwalior. March, 2013.
  • Seventh International conference on “Bio-Inspired Computing: Theories and Applications" at ABV-IIITM, Gwalior. December, 2012.
  • First International conference on “Soft Computing for Problem Solving" at IIT Roorkee. December, 2011.
  • Two days national workshop on “Deployment and use of NPTEL Courses" at IIT Kanpur. July, 2010.
  • Fourth IEEE International conference on “Industrial and Information Systems" at Peradeniya, Sri Lanka. December, 2009.
  • One-week short-term course on “Advanced Digital Image Processing Techniques" at ABV-IIITM, Gwalior. September, 2009.
  • One-day national workshop on “Computer Network Simulation & Understanding" at IIT Delhi. September, 2007.
  • Five days national workshop on “.NET Technology" at G.L.A. Institute of Technology and Management, Mathura. July, 2004.
  • Two-week staff development program on “Adoption of Technological changes in Engineering Education" at Thapar Institute of Engineering & Technology, Patiala. June 2004.

Research Projects

  • Received a SERB-DST (New Delhi) funded research project titled, “Design and Development of a Cognitive System for Leukocytes Identification in Hematoxylin and Eosin (H & E) Stained Rat Skin Images”, of Amount: Rs. 28,18,178/-. March, 2017
  • Associate Investigator of a research project titled “Automated Identification of Inflammatory Cells in Hematoxylin and Eosin (H&E) Stained Mice Skin Sections” sponsored by Defence Research & Development Establishment (DRDE), Gwalior, 2011-2012, India.

Professional Achievements

  • More than 30 Invited talk in various workshops and faculty development programs at various Universities and Institutions on the following topics:

  • Introduction to Deep Learning
  • Convolutional Neural Network using TensorFlow
  • Deep Learning using MATLAB and TensorFlow
  • Various topics of Image Processing
  • Computational Intelligence in Image Processing
  • Machine Learning in Image Processing
  • Image Processing using MATLAB
  • Nature Inspired Algorithms for Engineering Applications
  • Machine Learning using Python and MATLAB
  • Introduction to MATLAB
  • Introduction to Python
  • LaTeX: The Language of Scientific Writing
  • Guest editor of Special Issue titled "Nature Inspired Optimization Algorithms," Published in International Journal of Swarm Intelligence, Inderscience, 2017.
  • Technical Program Committee member of more than 15 International Conferences.
  • Convener, Two days National Workshop on “Computational Intelligence” at JIIT Noida. December, 2017.
  • Member of organization committee, FDP on “Information Systems Frontiers” at JIIT, Noida. June, 2017
  • Member of organization committee, FDP on “Intelligent Systems and Automation Technology” at JIIT, Noida. June, 2016
  • Convener, Three days National Workshop on “Computational Intelligence” at JIIT Noida. May, 2016.
  • Proposed a special session on “Advances in Nature Inspired Algorithms for Engineering Optimization Problems” at International Conference on Frontiers in Intelligent Computing: Theory & Applications (FICTA 2015), Nov. 16-18, 2015.
  • Delivered lectures on "Advanced Data Structure & Advanced Algorithm”, ABV-Indian Institute of Information Technology & Management, Gwalior, India, October-November, 2015 and 2016.
  • Proposed a special session on Applications of Soft Computing in Image Analysis and Pattern Recognition at International Conference on “Soft Computing for Problem Solving (SocProS 2012)”, JK Lakshmipat University, Jaipur, Dec 28-30, 2012, India.
  • Co-convener of National Student's symposium held at B.S.A. College of Engineering & Technology, Mathura, April, 2010, India.

Reviewer of following journals:

  • IEEE/ACM Transactions on Computational Biology and Bioinformatics
  • Evolutionary Intelligence
  • Recent Patents of Computer Sciences
  • Journal of Visual Communication and Image Representation
  • Computer Methods and Programs in Biomedicine
  • Computers in Biology and Medicine
  • Computers & Electrical Engineering
  • Telecommunication Computing Electronics and Control
  • International Journal of Electrical Power and Energy Systems
  • International Journal of Advanced Intelligence Paradigms 
  • International Journal of Systems Assurance Engineering and Management
  • Journal of Experimental & Theoretical Artificial Intelligence
  • Swarm and Evolutionary Computation
  • International Journal of Advanced Intelligence Paradigms
  • Journal of Computational Science
  • Memetic Computing
  • International Journal of Pattern Recognition and Artificial Intelligence 
  • International Journal of Business Excellence
  • International Journal of Swarm Intelligence
  • Engineering Applications of Artificial Intelligence
  • International Journal of Advanced Intelligence Paradigms

Professional Membership

  • IEEE Membership
  • Association for Computing Machinery (ACM)
  • Computer Society of India

International Visits

University of Peradeniya, Sri Lanka, Dec 28-31, 2009 to present a paper in Fourth IEEE International conference on “Industrial and Information Systems" (ICIIS 2009).

Google Scholar URL

http://scholar.google.co.in/citations?user=UHKGhhEAAAAJ&hl=en