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Dr Chandan Jyoti Kumar

Dr Chandan Jyoti Kumar

Assistant Professor

Ph.D. : Gauhati University

Research Interests:

Computer Vision, Agricultural informatics, Bio-signal processing, Disorder Diagnosis using DL
Joined the University in Feb 17, 2015

Phone: 9954698404
Email: chandan.kumar@cottonuniversity.ac.in

Vidwan Profile
About Teaching Experience Research Paper Publications Conference Proceedings Book publication relating subject/research concerned Chapters/Articles publications in Books (Research Oriented) Book publication other than subject concerned Students Awards Other Informations

About

Education

  • B.Tech. in Computer Science & Engineering, NIT Silchar, Assam
  • M.Tech. in Computer Science & Engineering, NIT Jalandhar, Punjab 
  • Ph.D. in Computer Science, Gauhati University, Assam.

Teaching

  • Programming in C
  • Python Programming
  • Object Oriented Programming using C++
  • Data Structure
  • Design and Analysis of algorithms
  • Computer organization and architecture
  • Digital Image Processing
  • Machine Learning
  • Deep Learning

Experience

  •  Assistant Professor in Don Bosco College of Engineering and Technology, Assam Don Bosco University, Assam (July 2013- Feb 2015)
  • Assistant Professor in the Dept of Computer Science & IT, Cotton University , Guwahati, Assam (Feb 2015 onwards).

Research paper publications till 2021

  • Sharma M, Kumar CJ, Talukdar J, Singh TP, Dhiman G, Sharma A.(2023) Identification of rice leaf diseases and deficiency disorders using a novel DeepBatch technique. Open Life Sci. , IF: 2.2;18(1):20220689. doi: 10.1515/biol-2022-0689. (SCIE/SCOPUS indexed.).
  • Bhadra,S  and  Kumar,C.J. (2023) Enhancing the efficacy of depression detection system using optimal feature selection from EHR, Computer Methods in Biomechanics and Biomedical Engineering, IF: 1.933.  DOI: 10.1080/10255842.2023.2181660 (SCIE/SCOPUS indexed.)
  • Sharma,M and Kumar,C.J.(2022) "Improving rice disease diagnosis using ensemble Transfer learning techniques," International Journal on Artificial Intelligence Tools, IF:1.059, vol. 31, no. 8, Pp 1-15. (SCIE/SCOPUS indexed.)
  • Kumar,C.J. and Das,P.R.(2022) The diagnosis of ASD using multiple machine learning techniques, International Journal of Developmental Disabilities, IF:2.170, DOI: 10.1080/20473869.2021.1933730,Vol-68,no-6 Pp 973-983. (SCIE/SCOPUS indexed.)
  • Bhadra,S  and  Kumar,C.J. (2022), An insight into diagnosis of depression using machine learning techniques: a systematic review”, Current Medical Research and Opinion, IF: 2.705 38:5, 749-771, DOI: 10.1080/03007995.2022.2038487. (SCIE/SCOPUS indexed.)
  • Sharma,M, Nath,K., Sharma,R., Kumar,C.J and Chaudhary,A.(2022) "Ensemble averaging of transfer learning models for identification of nutritional deficiency in rice plant," Electronics, IF: 2.69, vol. 11, no. 1, p. 148. (SCIE/SCOPUS indexed.)
  • Sharma,M., Kumar,C.J and Deka,A. (2022) "Early diagnosis of rice plant disease using machine learning techniques," Archives of Phytopathology and Plant Protection, IF:1.0, vol. 55, no. 3, p. 259–283. (WoS/SCOPUS indexed.)
  • Kumar,C.J, Das,P.R., Hazarika,A. (2022) “Autism spectrum disorder diagnosis and machine learning: a review”, International Journal of Medical Engineering and Informatics, 14(6), pp. 512–527. (SCOPUS indexed.)
  • Sharma,M., Kumar,C.J and Deka,A.(2021) “Land cover classification: a comparative analysis of clustering techniques using Sentinel-2 data,” International Journal of Sustainable Agricultural Management and Informatics, IF:1.2, vol. 7, no. 4, p.321-342. (WoS/SCOPUS indexed.)
  • Kumar,C.J and Kalita,S.K.(2016), “Preparation of a dataset and issues related with recognition of optical character in assamese script “,Indian Journal of Science and Technology, Vol 9(40), DOI: 10.17485/ijst/2016/v9i40/92932. (SCOPUS indexed.)  

Conference Proceedings till 2021

 

  • Kumar,C.J, Kalita,S.K and Sharma,U “Recognition of Meetei Mayek characters using hybrid feature generated from distance profile and background directional distribution with support vector machine classifier”, ,  IEEE sponsored International Conference on Communication, Control and Intelligent Systems, IEEE Catalogue Number: CFP15C93-CDR, ISBN: 978-1-4673-7541-2, November 2015.
  • Kumar,C.J and Kalita,S.K , “Point feature based recognition of handwritten Meetei Mayek script”, Advances in Electronics, Communication and Computing: ETAEERE-2016, Springer's Lecture notes in Electrical Engineering, ISSN: 1876 - 1100, ISBN: 9789811947657,pp: 431-439.
  • Kumar,C.J and Kalita,S.K “Geometrical, Profile and HOG feature based Recognition of Meetei Mayek Characters”, proceedings of  IEEE sponsored  International Conference on "Computing for Sustainable Global Development" , BVICAM, New Delhi, ISSN 0973-7529; ISBN 978-93-80544-20-5, 16th  - 18th  March, 2016.
  • Singh,G., Kumar, C. J.  and Rani, R., "Performance analysis of different classifiers for recognition of handwritten Gurmukhi characters using hybrid features," International Conference on Computing, Communication & Automation, Greater Noida, India, 2015, pp. 1091-1095, doi: 10.1109/CCAA.2015.7148568.
  • Kumar,C.J and Kalita,S.K, “Developments and Challenges in the field of Optical Character Recognition in North East Indian Scripts” proceedings of  national Conference on Communication, Cloud and Big Data, ACCB publishing, England, ISBN 978-1-908368-03-4, December 2014.
  • Bhadra,T., Sonar,J.,  Sarmah,A. and Kumar, C.J., “Pedestrian Detection: A Survey of Methodologies, Techniques and Current Advancements” , proceedings of  national Conference on Communication, Cloud and Big Data, ACCB publishing, England, ISBN 978-1-908368-03-4, December 2014.
  • Kumar CJ, Kalita SK, “Line Segmentation in Handwritten Assamese and Meetei Mayek Script using Seam Carving Based Algorithm”, Optical Society of India sponsored International Conference on Opto-Electronics and Applied Optics, IEM Engineering Campus, Springer Proceedings in Physics, ISBN: 978-81-322236-6-5 , December 17-18,2014
  • Kumar CJ, Kalita SK, “Line Segmentation of Handwritten Assamese and Meetei Mayek Scripts using Header-Line and Seam Carving Based Algorithm”, ISTE sponsored International Conference on Research and Innovations in Engineering and Technology, Amritsar College of Engineering and Technology, Punjab, ISBN: 978-81-924867-3-4,  December 19-20, 2014.
  • Kumar CJ, Kalita SK, “Methods For Optical Character Segmentation: A Review”, National seminar on Information Technology and Its Impact In Business, ISBN 978-93-5235-674-4, August 2015
  • “Developments in the Field of Text Segmentation of Handwritten Script in OCR”,  proceedings of  International Conference on Innovative Trends in Applied Physical, Chemical, Mathematical Sciences and Emerging Energy Technology for Sustainable Development, JNU  New Delhi, ISBN 978-93-83083-71-8,April 19-20, 2014.
  • “Degraded Text Recognition in Indian Regional Scripts: A Survey of Feature Extraction Techniques”, International Conference on Green Energy & Smart Materials Through Science, Technology and Management ,Gauhati University, Guwahati, Assam, January 21-23,2014 .

Book publication relating subject/research concerned

 

  •   “Introduction to Data Structures”, ISBN:  978-93-88493-03-1, January 2019.

Chapters/Articles publications in Books (Research Oriented)

  • "Point Feature based recognition of Handwritten Meetei Mayek Script", Springer Lect. Notes Electrical Eng., Vol. 443, Advances In Electronics, Communication And Computing ,Oct 2017.
  • “Line Segmentation in Handwritten Assamese and Meetei Mayek Script using Seam Carving Based Algorithm”,Springer Proceedings in Physics, ISBN: 978-81-322236-6-5, December 17-18,2014 .
  • “Application of Image Processing Techniques in Printed Document Forensic”, book entitled Development and Adaptation in Science, Engineering and Technology, ISBN: 978-93-81691-26-7.

Book publication other than subject concerned

 "Development and Adaptation in Science, Engineering and Technology", ISBN: 978-93-81691-26-7.

Students

Sl.No Name Research Topic Roll No
1 Sweta Bhadra Medical signal processing CSC2091001
2 Bikram Patir EEG/EMG signal processing CSC2091004
3 Ashimjyoti Nath Deep Learning applications in Bioinformatics CSC2191001

Awards

  • UGC-NET (June 2013)
  • GATE 2011 Qualified ( 98 Percentile, June 2011)

Other Informations

  • Reviewer of Journal of Experimental & Theoritical Artificial Intelligence, Taylor & Franchises.
  • Reviewer of SN Applied Sciences , Springer
  • Reviewer of IETE journal of research,Taylor & Franchises.
  • Reviewer of SADHANA, Springer. 
  • Reviewer in the International Conference on Emerging Global Trends in Science and Technology by Assam DonBosco University,2020-2022.
  • Reviewer of International Conference on Computational Intelligence, Security & IoT (ICCISIoT) NIT Agrartala,2019.
  • Reviewer of IEEE sponsored International Conference on Computational Intelligence in Data Mining, 2014-2018.
  • Reviewer of IEEE sponsored International Conference INDIACom2017.
  • Member of International Association of Engineers (IAENG).

Invited Talk

1. Lecture series in python programming
Institute : USTM
Place :
Type of Conference : National
Date of Conference : 2022-01-12 to 2022-01-12

2.  ATAL workshop on Recent advancements in AI and ML
Institute : Kaziranga University
Place :
Type of Conference : National
Date of Conference : 2021-10-04 to 2021-10-04

3. Training in Python Programming 
Institute : Dibrugarh University
Place :
Type of Conference : National
Date of Conference : 2021-09-01 to 2021-09-01

4. Special session chair at  " International Conference on Computational Intelligence, Security & IoT 2018"
Institute : NIT agartala
Place :
Type of Conference : International
Date of Conference : 2018-12-14 to 2018-12-14

5. Android  Application  Development
Institute : UTM
Place :
Type of Conference : National
Date of Conference : 2015-10-10 to 2015-10-10

6. Web  Application  development
Institute : ADBU
Place :
Type of Conference : National
Date of Conference : 2014-06-02 to 2014-06-02

7. Teaching-Learning during Covid
Institute : Patdaranag College
Place :
Type of Conference : National
Date of Conference : 2020-07-02 to 2020-07-02