Dr. Dibya Jyoti Bora

Academics 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.

Experience

• More than 11 years in Teaching at University UG & PG Level.

Worked in

• Served as a Guest Lecturer in the Computer Application Department (MCA), NEHU (A Central University) for the period March 2015 to June 2015.
• Second International Conference on Advanced Computational and Communication Paradigms (ICACCP-2019)
• 2nd International Conference on Information Technology and Applied Mathematics (ICITAM 2019)
• 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.
• Served as a Guest Faculty (from the session 2012-2013 to January,2018) in the Department of Computer Science & Applications, Barkatullah University, Bhopal.

Career Highlights & Awards:

Career Highlights & Awards:

• University 1st Rank in PG
• Distinction Holder in Graduation.
• 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.

Earlier Institutes where worked as a faculty

• iNurture
• Department of Computer Applications (MCA), NEHU (A Central University)
• Department of Computer Science & Applications, Barkatullah University, Bhopal.

Lectureship ability :

• NESLET qualified in Computer Science &Applications, 2018(Assam SLET)
• GUJRAT SET qualified in Computer Science &Applications (2013)
• GATE 2012 qualified in CS/IT
• GATE 2016 Qualified in CS/IT.

Research Area of Specialization: Artificial Intelligence (Clustering & Image Processing, Soft Computing )

Research Activity:

• PhD Supervisor for 2 PhD scholars
• Guide for the Student Projects in UG & PG (More than 50 students)
• Research Paper Publications with Students in IEEE, and reputed journals
• Actively involved in research in the emerging areas of Artificial Intelligence and Soft Computing
• Delivered expert talks at different workshops in different universities
• Reviewer of many international journals
• Technical Program Committee member of different international conferences.

Students Research/ Project Guidance:

• No. of Ph.D. Students Guiding: 2
• No. of Post Graduate and Graduate Students’ Project guided: More than 50

Teaching Activity (Theory & Lab):

• Faculty for different programs: BSc. (IT), MSc. (IT), Integrated BSc. – MSc. (IT), BCA, MCA, B.Tech. BE, MBA, Ph.D.

Teaching Area Specialization:

• Subjects Taken: Artificial Intelligence, Machine Learning, Database Management System, Data Mining And Data Warehousing, Image Processing, Research Methodology, Pattern Recognition, Cryptography and Cybersecurity, Data Structure Using C++, Unix and Linux Programming, Quantum Computing , Research Methodology

Teaching Experience as Faculty in Kaziranga University:

• Αssociate Professor, School of Computing Sciences, The Assam Kaziranga University, Jorhat (From Feb 2024 Onwards )
• Assistant Professor, School of Computing Sciences, The Assam Kaziranga University, Jorhat (2019-2023)
• Working as a Senior IT Faculty (Equivalent to Assistant Professor)in School of Computing Sciences, Kaziranga University(from iNurture), Jorhat(Joined on 22 January,2018)

Administrative Responsibilities:

• HoD of Department of Information Technology, School of Computing Sciences, The Assam Kaziranga University, Jorhat (May 2022- May 2023)
• Associate Dean , School of Computing Sciences, The Assam Kaziranga University, Jorhat(May 2022- May 2023)
• NAAC Coordinator , School of Computing Sciences, The Assam Kaziranga University, Jorhat.
• Research Coordinator, School of Computing Sciences, The Assam Kaziranga University, Jorhat.

Certifications: Following 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.

Research Papers in Journals and Edited Books

Research Publications:

• Kumar Bania, Rubul, Nur Alom Talukdar, and Dibya Jyoti Bora. 2024. “CUTTING-EDGE HYBRID DEEP TRANSFER LEARNING APPROACH FOR POTATO LEAF DISEASE CLASSİFICATION”. International Journal of Agricultural and Natural Sciences 17 (1):111-23. https://www.ijans.org/index.php/ijans/article/view/852. (Web of Science indexed journal (Zoological Record ).
• Dibya Jyoti Bora, Avinash Navlani, and Ankit Mohari. "A Comparative Study and Impact Analysis of Different Oversampling Techniques for CIP." ECS Transactions 107, no. 1 (2022): 4261. (Scopus Indexed)
• Das, Prabhat, and Dibya Jyoti Bora. "IoT Data Analysis Using Different Clustering Algorithms: A Survey." ECS Transactions 107, no. 1 (2022): 5721. (Scopus Indexed)
• Dibya Jyoti Bora, RK Bania, C NGOC, “A Local Type-2 Fuzzy Set Based Technique for HE Stain Image Enhancement”, Ingenieria Solidaria. (Thomson Reuters ESCI Indexed)
• 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, (Web of Science Emerging Sources Citation Index (ESCI), INSPEC Indexed)
• 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 (Scopus Indexed)
• Dibya Jyoti Bora, R.S. 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, (Scopus Indexed)
• Dibya Jyoti Bora, “An optimal color image edge detection approach” , IEEE International Conference on Trends in Electronics andInformatics, ICEI 2017, pp. 342- 347.(Date Added to IEEE Xplore: 22 February 2018), DOI : https://doi.org/10.1109/ICOEI.2017.8300945 (Scopus Indexed)
• Dowari G, Aier T, Dibya Jyoti Bora, “Fake Product Review Monitoring and Removal using Opinion Mining”, Juni Khyat,Volume 10,Issue 5,Pages 1-5 (UGC CARE group I Journal)
• Boto A Ayemi, Sabhya Rai, Dibya Jyoti Bora, “Machine Learning Based Techniques For Brain Tumor Analysis: A Review”, Juni Khyat,Volume 10,Issue 5,Pages 19-23 (UGC CARE group I Journal)
• Rahman Wasim Alam Rahman, Partha Pratim Gohain, Dibya Jyoti Bora, “Artificial Intelligence based Desktop Partner”, Palarch’s Journal Of Archaeology Of Egypt/Egyptology 17(9). ISSN 1567-214x,Keywords: Intelligent Personal Assistants (IPAs), Artificial Intelligence, Virtual Personal Assistants (VPAs), Natural Language Processing (NLP).(Scopus Indexed)
• 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.( Web of Science Indexed)
• 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)
• Amlan Jyoti Baruah, Jyoti Prokash Goswami ,Dibya Jyoti Bora, Siddhartha Baruah, “A Comparative Research of Different Classification Algorithms”. In Intelligent Sustainable Systems 2022 (pp. 631-646). Springer, Singapore.( SCImago, Scopus Indexed)
• Susmita Sahu ,HimadriSarmaDibya Jyoti Bora, “Image Segmentation and Its Different Techniques: An In-depth Analysis”,IEEEInternational Conference on Research in Intelligent and Computing in Engineering, 2018. (Scopus Indexed)
• 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. (Scopus Indexed)
• 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. (Scopus Indexed)
• Che-Ngoc, Ha, Anh-Thy Pham-Chau, and Dibya Jyoti Bora. "A new fuzzy rule based contrast enhancement method using the two-steps automatic clustering algorithm." Journal of Advanced Engineering and Computation 2, no. 4 (2018): 239-250,DOI: http://dx.doi.org/10.25073/jaec.201824.214 (ASEAN CITATION INDEX)
• 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, 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
• Hazarika, Ditiman, Gopal Konwar, Shuvam Deb, and Dibya Jyoti Bora. "Sentiment Analysis on Twitter by Using TextBlob for Natural Language Processing." In ICRMAT, Annals of Computer Science and Information Systems ,pp. 63-67. 2020.
• Das, Rajashree, Tridipjit Rajkonwar, and Dibya Jyoti Bora. "Enhancement of Images Taken in Fog Condition: A Review." In ICRMAT, Annals of Computer Science and Information Systems , pp. 5-9. 2020.
• 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
• 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 Pages73-78.
• 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 Coverage Testing 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 Chapters :

• Dibya Jyoti Bora, “ Medical color image enhancement: Problems, challenges & recent techniques." Intelligent Multimedia Data Analysis 2 , De Gruyter, Berlin, Germany, 2019.
• Dibya Jyoti Bora, "Big data analytics in healthcare: A critical analysis." In Big Data Analytics for Intelligent Healthcare Management, pp. 43-57. Academic Press, Elsevier, 2019.
• Dibya Jyoti Bora, "HE stain image segmentation using an innovative type-2 fuzzy set- based approach." In Histopathological Image Analysis in Medical Decision Making, pp. 276-299. IGI Global, 2019..
• Dibya Jyoti Bora, "Enhancing HE Stain Images Through an Advanced Soft Computing- Based Adaptive Ameliorated CLAHE." In Critical Approaches to Information Retrieval Research, pp. 256-277. IGI Global, 2020.
• Dibya Jyoti Bora, "Contrast improvement of medical images using advanced fuzzy logic-based technique." In Advanced Machine Vision Paradigms for Medical Image Analysis, pp. 229-257. Academic Press, Elsevier, 2021.

Ongoing Book Project :

• "Harvesting Insights: Recent Trends in Computer Vision Techniques for Agricultural Advancements", IGI Global

Session Chair for the following International Conferences:

• International Conference on Research in Management and Technovation ( ICRMAT2020 :  https://annals-csis.org/proceedings/icrmat2020/index.html  )
•  A One-Day Symposium on Intellectual Property , IEEE Patent Conclave, (https://www.tqcebt.in/patent-conclave ),21-03-2024
• IEEE International Conference on Trends in Quantum Computing & Emerging Business Technologies,   21-22 March, 2024 (https://www.tqcebt.in/ )

Reviewed Articles for The Following International Journals:

• Color Research & Application, Online ISSN: 1520-6378.
• Walailak Journal of Science and Technology (WJST), E-ISSN: 2228-835X.
• International Journal of Information Retrieval Research (IJIRR), ISSN: 2155- 6377|EISSN: 2155-6385.
• IET Image Processing. Online ISSN 1751-9667,Print ISSN 1751-9659.
• International Journal of Measurement Technologies and Instrumentation Engineering (IJMTIE), ISSN: 2156-1737,EISSN: 2156-1729.
• Journal of ICT Research and Applications

Editorial Review Board Member :

• International Journal of System Dynamics Applications (IJSDA),IGI Global.

Technical Program Committee Member for the Following Conference:

• ICACCP 2021(International   Conference   on      Advanced          Computational         and Communication Paradigms), SMIT, Sikkim, India
• ICEMC 2020 (3rd International Conference on Engineering Mathematics and Computing)
• Second International Conference on Advanced Computational and Communication Paradigms (ICACCP-2019)
• First International Symposium on Computer Vision and Machine Intelligence in Medical Image Analysis (ISCMM-2019)

Reviewer for the Following Conference:

• 2nd International Conference on Information Technology and Applied Mathematics (ICITAM 2019)
• 2nd International Conference on Data Analytics and Insights (ICDAI-2024)

Advisory Board Member :

• 4th International  Conference on Communication, Computing and Information Technology (ICCCMIT 2019)

Convener of Conferences:

• The International Conference on Data-Driven AI (ICDDA)-2024

Organizer of the workshop :

• Workshop on Intellectual Property Rights organized by SBS, The Assam Kaziranga University in collaboration with the Assam Science Technology & Environment Council        (ASTEC), 28th March, 2024.

Organizer of the events :

• Presentation Competition on the occasion of National Science Day On the theme "Indigenous Technologies for Viksit Bharat", 28-03-2024 at the The Assam Kaziranga University.

Trainings Received:

• Mathematics Training and Talent Search Programme, IIT Guwahati, June 11 –July 7, 2007.
• IBM Training on "Cloud computing architecture and deployment model", Assam Kaziranga University, 23-26 July, 2018.

Workshop Attended:

• “Hands on Big Data with Hadoop”, 01 - 05 Nov’ 2014, MANIT Bhopal. 2> “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,26-30December,2016.

• Google Scholar Profile :https://scholar.google.co.in/citations?user=FY7bIDsAAAAJ&hl=en.
• Scopus Id: https://www.scopus.com/authid/detail.uri?authorId=57193060895
• Linkedin Id: https://www.linkedin.com/in/dibya-jyoti-bora-68872262/.
• ResearchGate Id: https://www.researchgate.net/profile/Dibya-Bora