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Dr. Dibya Jyoti Bora

Designation: Assistant Professor

Email: dibyajyotibora@kazirangauniversity.in

Academic Qualifications:

  • Ph.D. in Computer Science, 2013-2018 (Department of Computer Science & Applications, Barkatullah University (Formerly Bhopal University), M.P.)(Specialization: Image Processing and Machine Learning).
  • Master of Science in Information Technology, 1st Class (University 1st Rank Holder, Barkatullah University (FormerlyBhopal University)., Bhopal, M.P.)
  • B.Sc. Honors in Mathematics, 1st Class ( University Distinction Holder, Dibrugarh University, Assam)
  • Higher Secondary (Science Stream), J.B. College, Jorhat under AHSEC, Assam.
  • HSLC, Jorhat Govt Boys H.S. & M.P. School, under SEBA, Assam.
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Experience:

Lectureship Ability:
  • GATE 2012 qualified in CS/IT
  • GATE 2016 Qualified in CS/IT.
  • UGC SET qualified in Computer Science &Applications, MSU, Baroda, Gujarat.
  • NESLET qualified in Computer Science &Applications, 2018 (UGC SET for the State of Assam, Arunachal Pradesh, Mizoram, Meghalaya, Manipur, Sikkim and Tripura) 

Experience:

  • 6 Yrs and 3 months  in Teaching in University PG Level.
Worked in:
  • Served as a Guest Faculty (from the session 2012-2013 to January,2018) in the Department of Computer Science & Applications, Barkatullah University, Bhopal.
  • Served as a Guest Lecturer in the Computer Application Department (MCA), NEHU (A Central University) for the period March 2015 to June 2015.
Technical Program Committee Member for the Following Conference:
  • Second International Conference on Advanced Computational and Communication Paradigms (ICACCP-2019)
Reviewer for the Following Conference:
  • 2nd International Conference on Information Technology and Applied Mathematics (ICITAM 2019)
Trainings Received:
  • IBM Training on "Cloud computing architecture and deployment model", Assam Kaziranga University, 23-26 July, 2018.
  • Mathematics Training and Talent Search Programme, IIT Guwahati, June 11 –July 7, 2007.
Workshop Attended:
  • Hands on Big Data with Hadoop”, 01 - 05 Nov’ 2014, MANIT Bhopal.
  • Digital India”, 24-08-2016, Barkatullah University, Bhopal.
  • National Workshop on Remote Sensing and GIS”, One Week Workshop Organized By Department of Computer Science, Gauhati University, 24-30 October 2016.
Short Term Training Program:
  • Big Data Analytics Using Hadoop And Ecosystems”, Department of Mathematics, Computer Application, and Physics, MANIT, Bhopal, 6- 10 October 2016.
  • Artificial Intelligence in Engineering Applications”, One Week STP, Organized By DICE, NSIT,Delhi,26-30 December, 2016.

Works:

Research Area SpecializationBroad: Machine Learning & Image Processing. Current Interest: Advanced Fuzzy Logic Based Medical Image Analysis
Teaching Area SpecializationUnix/Linux, DBMS, Design and Analysis of Algorithm, Cloud Computing, Compiler Design, Matlab, Image Processing, Artificial Intelligence, OOP using C++, Discrete Mathematics and Java.

Career Highlights & Awards:

Certifications: Certifications on successful completion of the courses:
  • “Fundamentals of Digital Image and Video Processing ” conducted by Northwestern University, United States.
  • “Image and Video Processing: From Mars to Hollywood with a stop at the hospital” conducted by Duke University, United States.

Publications:

Research Publications:
  • Dibya Jyoti Bora , “An Ideal Approach for Medical Color Image Enhancement”, Advanced Computational and Communication Paradigms. Advances in Intelligent Systems and Computing, vol 706. Springer, Singapore, DOI : https://doi.org/10.1007/978-981-10-8237-5_34
  • Dibya Jyoti Bora, “An Efficient Innovative Approach Towards Color Image Enhancement” , International Journal of Information Retrieval Research (IJIRR) 8(1), DOI: 10.4018/IJIRR.2018010102
  • Dibya Jyoti BoraS. Thakur, “An Efficient Technique for Medical Image Enhancement Based on Interval Type-2 Fuzzy Set Logic” , Progress in Computing, Analytics and Networking. Advances in Intelligent Systems and Computing, vol 710. Springer, Singapore, DOI : https://doi.org/10.1007/978-981-10-7871-2_64
  • Dibya Jyoti Bora, “An optimal color image edge detection approach” , IEEE International Conference on Trends in Electronics and Informatics, ICEI 2017, pp. 342-347.( Date Added to IEEE Xplore: 22 February 2018), DOI : https://doi.org/10.1109/ICOEI.2017.8300945
  • Dibya Jyoti Bora , “Performance Comparison of K-Means Algorithm and FCM Algorithm with Respect to Color Image Segmentation”, International Journal of Emerging Technology and Advanced Engineering, Volume 7, Issue 8, August 2017. DOI: 10.6084/m9.figshare.5394313.
  • Dibya Jyoti Bora, “Importance of Image Enhancement Techniques in Color Image Segmentation: A Comprehensive and Comparative Study”, Indian J.Sci.Res. 15 (1): 115-131, 2017.
  • Dibya Jyoti Bora, “A Local Type-2 Fuzzy Set Based Technique for HE Stain Image Enhancement”, International Journal of Advanced Intelligence Paradigms (IJAIP), Inderscience Publishers(Communicated).
  • Dibya Jyoti Bora, Anil Kumar Gupta, “AERASCIS: An Efficient and Robust Approach for Satellite Color Image Segmentation”, IEEE International Conference on Electrical Power and Energy Systems (ICEPES), Maulana Azad National Institute of Technology, Bhopal, India. Dec 14-16, 2016. (Included in IEEE Xplore) (Scopus Indexed)
  • Dibya Jyoti Bora, Anil Kumar Gupta, Fayaz Ahmad Khan, “A New Efficient Watershed Based Color Image Segmentation Approach”, IEEE Proceedings of 2016 International Conference on Data Mining and Advanced Computing (SAPIENCE), 2016, pp. 134-144. (Included in IEEE Xplore) (Scopus Indexed)
  • Dibya Jyoti Bora, Anil Kumar Gupta, “A Novel Color Image Segmentation Approach Based On K-Means Clustering with Proper Determination of the Number of Clusters and Suitable Distance Metric”, International Journal of Computer Science & Engineering Technology (IJCSET), Vol. 7 No. 09 Sep 2016, pp. 395-409.
  • Dibya Jyoti Bora, Anil Kumar Gupta, Fayaz Ahmad Khan, “Color Image Segmentation Using An Efficient Fuzzy Based Watershed Approach”, Signal & Image Processing: An International Journal (SIPIJ), Vol.6, No.5, October 2015,pp.15-34.
  • Dibya Jyoti Bora, Anil Kumar Gupta, Fayaz Ahmad Khan, “Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation”, International Journal of Emerging Technology and Advanced Engineering, Volume 5, Issue 2, February 2015, pp. 192-203.
  • Dibya Jyoti Bora, Anil Kumar Gupta, “A New Efficient Color Image Segmentation Approach Based on Combination of Histogram Equalization with Watershed Algorithm”, International Journal of Computer Sciences and Engineering Vol.-4(6), Jun 2016, E-ISSN: 2347-2693, pp.156-167.
  • Dibya Jyoti Bora, Anil Kumar Gupta,Fayaz Ahmad Khan, “An Efficient Approach toward Color Image Segmentation with Combined Effort of Soft Clustering and Region Based Techniques using L Channel of LAB Color Space”, International Journal of Computer Applications (0975 – 8887) Volume 128 – No.12, October 2015, pp. 39-45.
  • Dibya Jyoti Bora, Anil Kumar Gupta, “A Novel Approach towards Clustering Based Image Segmentation”, International Journal of Emerging Science and Engineering (IJESE,) ISSN: 2319–6378, Volume-2 Issue-11, September 2014, pp. 6-10.
  • Dibya Jyoti Bora, Anil Kumar Gupta, “A New Approach towards Clustering based Color Image Segmentation”, International Journal of Computer Applications (0975 – 8887) Volume 107 – No 12, December 2014, pp. 23-30
  • Dibya Jyoti Bora, Anil Kumar Gupta, “Clustering Approach towards Image Segmentation: An Analytical Study”, International Journal of Research in Computer Applications and Robotics, Vol.2, Issue7 (July 2014), ISSN 2320-7345, pp. 115-124.
  • Dibya Jyoti Bora, Anil Kumar Gupta, “Impact of Exponent Parameter Value for the Partition Matrix on the Performance of Fuzzy C Means Algorithm”, International Journal of Scientific Research in Computer Science Applications and Management Studies, Volume 3, Issue 3 (May 2014), ISSN: 2319 – 1953
  • Dibya Jyoti Bora, Anil Kumar Gupta, “A Comparative study Between Fuzzy Clustering Algorithm and Hard clustering Algorithm”, International Journal of Computer Trends and Technology (IJCTT) V10(2):108-113, Apr 2014. ISSN:2231-2803
  • Dibya Jyoti Bora, Anil Kumar Gupta, “Effect of Different Distance Measures on the Performance of K-Means algorithm: An Experimental Study in Matlab” (IJCSIT) International Journal of Computer Science and Information Technologies, Vol. 5 (2) ,2014, 2501-2506,ISSN: 0975-9646
  • Dibya Jyoti Bora, Anil Kumar Gupta, “Performance Analysis Of Different Partition Clustering Algorithms”,NCAC 2013
  • Anil Kumar Gupta, Dibya Jyoti Bora, Fayaz Ahmad Khan, “Multispectral Satellite Color Image Segmentation Using Fuzzy Based Innovative Approach” , International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Volume 3 | Issue 1 | January-February 2018, DOI: http://ijsrcseit.com/CSEIT1831231
  • Susmita Sahu ,Himadri Sarma Dibya Jyoti Bora, “Image Segmentation and Its Different Techniques: An In-depth Analysis”,IEEE International Conference on Research in Intelligent and Computing in Engineering, 2018.
  • Aichwajya Bora, Nawab Wasim Rahman, Dibya Jyoti Bora , “An Analytical Study on Different Image Segmentation Techniques for Malaria Parasite Detection”, IEEE International Conference on Research in Intelligent and Computing in Engineering, 2018.
  • Mahmood Hussain, Dibya Jyoti Bora , “Segmentation Techniques for MRI Brain Tumor Images: A Critical Study”, IEEE International Conference on Research in Intelligent and Computing in Engineering, 2018.
  • Fayaz Ahmad Khan, Dibya Jyoti Bora and Anil Kumar Gupta, “An Efficient Heuristic Based Test Suite Minimization Approach”, Indian Journal of Science and Technology, Vol 10(29), DOI: 10.17485/ijst/2017/v10i29/106374, August 2017.
  • Fayaz Ahmad Khan, Dibya Jyoti Bora and Anil Kumar Gupta , “Test Data Generation in Software Testing: A Logical Review” , 2018/3,International Journal of Latest Engineering and Management Research (IJLEMR), Volume 3 Issue Issue 03 Pages 73-78.
  • Fayaz Ahmad Khan, Anil Kumar Gupta and Dibya Jyoti Bora, “Profiling of Test Cases with Clustering Methodology”, International Journal of Computer Applications 106(14), November 2014,pp.32-37.
  • Fayaz Ahmad Khan, Anil Kumar Gupta, Dibya Jyoti Bora, “Test Suite Minimization for statement Coveragetesting using K-Means Clustering Approach”,International Conference on Emerging trends in information technology, pp. 26-31, March-2015.
  • Fayaz Ahmad Khan, Anil Kumar Gupta, Dibya Jyoti Bora, “An Efficient Approach to Test Suite minimization for 100% Decision coverage criteria using Kmeans Clustering Approach”, IJAPRR International Peer Reviewed Refereed Journal, Vol. II, Issue VII, 2015,pp. 18-26.
  • Fayaz Ahmad Khan, Anil Kumar Gupta, Dibya Jyoti Bora, “An Efficient Technique to Test Suite Minimization using Hierarchical Clustering Approach”, International Journal of Emerging Science and Engineering (IJESE)ISSN: 2319–6378, Volume-3 Issue-11, September 2015,pp. 1-9.
Book Chapter :
  • Dibya Jyoti Bora, “Medical Color Image Enhancement: Problems, Challenges & Recent Techniques”, De Gruyter book Intelligent Multimedia Data Analytics , Berlin, Germany (Accepted) .
  • Dibya Jyoti Bora, “HE Stain Image Segmentation Using an Innovative Type-2 Fuzzy Set-Based Approach”, Histopathologi