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Name Dr. Utpal Nandi
Designation Assistant Professor
Department Name COMPUTER SCIENCE
Office Phone No +91 3222 298-278 / Centrex Extn. 278
Email ID utpalnandi@mail.vidyasagar.ac.in
Mobile No 9932941526
Personal Website
Address Department of Computer Science, Vidyasagar University, PIN 721102
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Educational Qualification              
Degree NameInstituteYear of passing/awarded
Ph.D.University of Kalyani2018
M.TechUniversity of Kalyani2009
M.ScVidyasagar University2006
B.ScPanskura Banamali College2004
Career Profile / Teaching Experience        
Assistant Professor,Department of Computer Science, Vidyasagar University since 23.12.2014
Assistant Professor,Department of Computer Science,Bangabasi College from 10.04.2014 to 22.12.2014
Assistant Professor,Department of Computer Science,Academy of Technology from 11.01.2012 to 05.04.2014
Assistant Professor,Department of Computer Science, Bankura Unnayani Institute of Engineering from 02.02.2009 to 10.01.2012.
Course/ Subject Taught 
8085 Microprocesor
Advanced Operating System
C programming language
Advanced Computer Architecture
Object Oriented Programming using Python
Publications in Journal / Book / Book Chapter / Magazines / Newspaper
International Publication
TitlePublished inPublished onPublished byRole 
Image classification with deconvolution operation and augmentationThe Computer Journal, 2024, 1–10Oct, 2024Oxford University PresssCo-Author Impact Factor: 1.50000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1093/comjnl/bxae099
SWOSBC: A novel optimizer for learning Convolutional Neural NetworkIEEE Access, Electronic ISSN: 2169-3536Oct, 2024IEEECorresponding Author Impact Factor: 3.40000
Indexing: SCOPUS, SCIE
Article's Web Link: https://doi.org/10.1109/ACCESS.2024.3481640
A robust watermarking approach for medical image authentication using dual image and quorum functionJournal of Visual Communication and Image Representation, Vol. 104, ISSN 1047-3203Sep, 2024ElsevierCo-Author Impact Factor: 2.60000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1016/j.jvcir.2024.104299
Isolated word recognition based on a hyper-tuned cross-validated CNN-BiLSTM from Mel Frequency Cepstral CoefficientsMultimed Tools Appl (2024) Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501Jul, 2024SpringerCo-Author Impact Factor: 3.00000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s11042-024-19750-3
Deep Learning Based Hyperspectral Image Classification: A Review For Future EnhancementInt. J. Com. Dig. Sys. 16, No.1 (ISSN 2210-142X)Jun, 2024University of BahrainCorresponding Author Impact Factor: 0.00000
Indexing: SCOPUS
Article's Web Link: http://dx.doi.org/10.12785/ijcds/160133
emapDiffP: A novel learning algorithm for Convolutional Neural Network optimizationNeural Computing and Applications, Electronic ISSN: 1433-3058 and Print ISSN: 0941-0643Apr, 2024SpringerCorresponding Author Impact Factor: 6.00000
Indexing: SCOPUS, ESCI, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s00521-024-09708-9
Spoken word recognition using a novel speech boundary segment of voiceless articulatory consonantsInternational Journal of Information Technology, Electronic ISSN 2511-2112Mar, 2024SpringerCo-Author Impact Factor: 0.00000
Indexing: SCOPUS, UGC CARE
Article's Web Link: https://doi.org/10.1007/s41870-024-01776-3
Opposition-Based Chaotic Tunicate Swarm Algorithms for Global OptimizationIEEE Access (Electronic ISSN: 2169-3536), vol. 12, pp. 18168-18188Jan, 2024IEEECo-Author Impact Factor: 3.90000
Indexing: SCOPUS, SCIE
Article's Web Link: https://doi.org/10.1109/ACCESS.2024.3359587
sqFm: a novel adaptive optimization scheme for deep learning modelEvolutionary Intelligence (Electronic ISSN:1864-5917),Jan, 2024SpringerCorresponding Author Impact Factor: 2.60000
Indexing: SCOPUS, ESCI, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s12065-023-00897-1
Indian sign language recognition system using Network Deconvolution and SpatialTransformer NetworkNeural Computing and Applications, Electronic ISSN: 1433-3058 and Print ISSN: 0941-0643Jul, 2023SpringerCorresponding Author Impact Factor: 6.00000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s00521-023-08860-y
A Novel Deep Neural Network Model Using Network Deconvolution with Attention based Activation for Crop Disease ClassificationMultimedia Tools and Applications, Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501Jul, 2023SpringerCo-Author Impact Factor: 3.60000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s11042-023-16125-y
PCOBL: A Novel Opposition-based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization ProblemsIEEE Access, Electronic ISSN: 2169-3536May, 2023IEEECo-Author Impact Factor: 3.90000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1109/ACCESS.2023.3273298
Image steganography based on diference of Gaussians edgedetectionMultimedia Tools and Applications, Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501Apr, 2023SpringerCo-Author Impact Factor: 3.60000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s11042-023-15360-7
A novel ensemble learning-based model for network intrusion detectionComplex & Intelligent Systems (Electronic ISSN 2198-6053)Apr, 2023SpringerCo-Author Impact Factor: 6.70000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s40747-023-01013-7
TAttMSRecNet: Triplet-Attention and Multiscale Reconstruction Network for Band Selection in Hyperspectral ImagesExpert Systems With ApplicationsFeb, 2023ElsevierFirst Author,Corresponding Author Impact Factor: 8.66500
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1016/j.eswa.2022.118797
diffMoment: An adaptive optimization technique for Convolutional Neural NetworkApplied Intelligence (Print ISSN: 0924-669X and Electronic ISSN: 1573-7497)Dec, 2022SpringerCorresponding Author Impact Factor: 5.30000
Indexing: SCOPUS, SCI, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s10489-022-04382-7
Recent Researches on Image Classification Using Deep Learning ApproachInternational Journal of Computing and Digital Systems (ISSN :2210-142X), Vol. 12, No. 1, pp.1357-1374Dec, 2022University of BarhainCo-Author Impact Factor: 0.00000
Indexing: SCOPUS
Article's Web Link: https://dx.doi.org/10.12785/ijcds/1201109
Indian sign language alphabet recognition system using CNN with diffGrad optimizer and stochastic poolingMultimedia Tools and Applications Journal, Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501Jan, 2022SpringerFirst Author,Corresponding Author Impact Factor: 3.60000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s11042-021-11595-4
A special 0-1 Knapsack problem for a small vegetable retailing system under fuzziness: a swarm optimization based approachNeural Computing and Applications, Vol. 34, pages 9175–9190, Electronic ISSN: 1433-3058 and Print ISSN: 0941-0643Jan, 2022SpringerCo-Author Impact Factor: 6.00000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s00521-022-06944-9
A two-phase ant colony optimization based approach for single depot multiple travelling salesman problem in Type-2 fuzzy environmentArtificial Intelligence Review, Electronic ISSN: 1573-7462 and Print ISSN: 0269-2821Jan, 2022SpringerCo-Author Impact Factor: 12.00000
Indexing: SCOPUS, SCI, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s10462-022-10190-9
Fractal image compression using a fast affine transform and hierarchical classification schemeVisual Computer Journal, Electronic ISSN: 1432-2315 and Print ISSN: 0178-27892021SpringerSole Author,First Author,Corresponding Author Impact Factor: 3.50000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s00371-021-02226-y
Fractal image compression with adaptive quadtree partitioning and non-linear affine mapMultimedia Tools and Applications Journal, Vol. 79, pp. 26345–26368, Electronic ISSN: 1573-7721 and Print ISSN: 1380-75012020SpringerSole Author,First Author,Corresponding Author Impact Factor: 3.60000
Indexing: SCOPUS, SCIE, UGC CARE
Article's Web Link: https://doi.org/10.1007/s11042-020-09256-z
Misdirection Attack Detection in Wireless Sensor NetworkInternational Journal of Recent Technology and Engineering (IJRTE), vol. 8, issue 5, pp. 1411-1414, ISSN: 2277-38782020Blue Eyes Intelligence Engineering & Sciences PublicationCo-Author Impact Factor: 0.00000
Indexing: SCOPUS
Article's Web Link: https://doi.org/10.35940/ijrte.2277-3878
An adaptive fractal-based image coding with hierarchical classification strategy and its modificationInnovations in Systems and Software Engineering volume 15, pages 35–42, Electronic ISSN: 1614-5054 & Print ISSN: 1614-50462019SpringerSole Author,First Author,Corresponding Author Impact Factor: 1.20000
Indexing: SCOPUS, UGC CARE
Article's Web Link: https://doi.org/10.1007/s11334-019-00327-5
A novel hierarchical classification scheme for adaptive quardtree partitioning based fractal image coding52nd Annual Convention of Computer Society of India (CSI 2017), Science City, Kolkata, West Bengal, India , 19-21 January2018Springer  Impact Factor:
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Article's Web Link:
Wavelet-based image compression using SPIHT and Windowed Huffman coding with limited distinct symbol and its variantFirst International Conference on Intelligent Computing and Communication 2016 (ICIC2 2016) , Kalyani, West Bengal, India , 18-19 February, 2016.2016Springer  Impact Factor:
Indexing:
Article's Web Link:
Efficiency of adaptive fractal image compression with archetype classification and its modificationsInternational Journal of Computers and Applications (IJCA)(1206-212X (Print) 1925-7074 (Online)), Vol.38; Nos. 2-3; Oct-2016; Page No. 156-163.2016Taylor & Francis Group  Impact Factor:
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Article's Web Link:
Fractal Image Compression With Adaptive Quardtree Partitioning And Archetype ClassificationIEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2015), Kolkata, West Bengal, India , PP. 56-602015IEEE  Impact Factor:
Indexing:
Article's Web Link:
Fractal Image Compression with Adaptive Quadtree Partitioning and Lossless Encoding on the Parameters of Affine Transformations2nd international conference on Information System Design and Intelligent Applications 2015 (INDIA 2015), Volume 340, pp 73-83, 21 Jan 20152015Springer  Impact Factor:
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Article's Web Link:
Fractal Image Compression with Quadtree Partitioning and a new Fast Classification Strategyin 3rd International Conference on Computer, Communication, Control and Information Technology (C3IT-2015), 7-8 Feb. 2015, pp. 1 – 4, Hooghly2015IEEE  Impact Factor:
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Article's Web Link:
Fractal Image Compression Using Hierarchical Classification Of Sub-Images10th International Conference on Computer Vision Theory and Applications (VISAPP 2015, pp. 46-53, 2015, Berlin, Germany2015SCITEPRESS Digital Library  Impact Factor:
Indexing:
Article's Web Link:
Comparative study and analysis of Windowed Huffman Coding with limited distinct symbols and its variantsInternational Journal of Engineering Technology and Computer Research (IJETCR), Volume 3; Issue 2; May-June-2015; Page No. 121-1282015Innovative Research Center  Impact Factor:
Indexing:
Article's Web Link:
Fractal Image Compression By Using Loss- Less Encoding On The Parameters Of Affine TransformsFirst International conference on Automation, control, Energy and Systems (ACES-14), Hooghly, West Bengal, INDIA, Feb-2014, pp. 1-62014IEEE  Impact Factor:
Indexing:
Article's Web Link:
Fractal Image Compression using Fast Context Independent HV partitioning Scheme and MRBH, MRBHM codingFirst International conference on Automation, control, Energy and Systems (ACES-14), HOOGHLY, WEST BENGAL, INDIA. Feb-2014, pp. 1-52014IEEE  Impact Factor:
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Article's Web Link:
Windowed Huffman coding with limited distinct symbols by least recently used symbol removable3rd International conference on Front. of Intelligent Computing ( FICTA-2014), pp. 489-4942014Springer  Impact Factor:
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Article's Web Link:
Achieving the Capability of a Dictionary Based Data Compression Technique OLZW and its VariantsInternational Journal of Electronics Communication and Computer Engineering, Volume 5, Issue 4, august 2014, pp.921-9262014Timeline Publication Pvt. Ltd  Impact Factor:
Indexing:
Article's Web Link:
Fractal Image Compression with Adaptive Quadtree Partitioning SchemeInternational Conference on Signal, Image Processing and Pattern Recognition (SIPP-2013), Bangalore, India, February 18-20, pp.289-2962013AIRCC  Impact Factor:
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Article's Web Link:
Modified Compression Techniques Based On Optimality Of LZW Code (MOLZW)1st International Conference on Computational Intelligence: Modelling, Techniques and Applications (CIMTA- 2013). Kalyani, INDIA, pp. 949-956.2013Elsevier  Impact Factor:
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Article's Web Link:
Efficiency And Capability Of Fractal Image Compression With Adaptive Quardtree PartitioningInternational Journal Multimedia And Application (IJMA), Vol.5, No.4, August 2013, pp. 53-662013AIRCC  Impact Factor:
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Article's Web Link:
Comparative Study And Analysis of Adaptive Region Based Huffman Compression TechniquesInternational Journal of Information Technology Convergence and Services (IJITCS), Vol.2, No.4, August 2012, pp. 17-242012AIRCC  Impact Factor:
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Article's Web Link:
Region Based Huffman Compression with region wise multiple interchanging of codesAdvancement Of Modelling & Simulation Techniques In Enterprises(AMSE), France, Vol.17, No.2, July 2012, pp. 44-58.2012Springer Verlog  Impact Factor:
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Article's Web Link:
Windowed Huffman coding with limited distinct symbol2nd International Conference on Computer, Communication, Control and Information Technology(C3IT), Hooghly, West Bengal, India, February, 2012, vol.4, pp. 589-5942012Elsevier  Impact Factor:
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Article's Web Link:
Adaptive Region Based Huffman Compression Technique with selective code interchangingThe Second International Workshop on Peer-to-Peer Networks and Trust Management (P2PTM-2012) Chennai, India, July, 2012, vol. 176, pp. 739-7482012Springer  Impact Factor:
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Article's Web Link:
A Compression Technique Based on Optimality of LZW code(OLZW)The Third IEEE International Conference on Computer & Communication Technology (ICCCT-2012) Allahabad, India , Nov, 2012, pp. 166-1702012IEEE  Impact Factor:
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Article's Web Link:
Fractal Image Compression using Fast Context Independent HV partitioning Scheme3rd IEEE International Symposium on Electronic System Design (ISED-2012), dec 19-21, Kolkata, India, pp. 306-3082012IEEE  Impact Factor:
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Article's Web Link:
Region based Huffman (RBH) Compression Technique with Code InterchangeMalayasian Journal of Computer Science(MJCS), Malayasia, Vol. 23, No. 2, September 2010, pp. 111-1202010Springer Verlog  Impact Factor:
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Article's Web Link:


National Publication
TitlePublished inPublished onPublished byRoleDetails
Size Adaptive Region based Huffman CompressionUGC Sponsored National Symposium on Emerging Trends in Computer Science(ETCS),pp.12-14. Barrackpore, India2012Barrackpore Rastraguru Surendranath College  Impact Factor:
Indexing:
Article's Web Link:


Regional/Local Publication


Book Published


Book Chapter Published
ChapterTitle of the BookPublished byPublished onRoleDetails
Image Classification using Few Shot LearningAlgorithms for Intelligent Systems (Springer Book Series) (Print ISBN978-981-99-8437-4)SpringerMar, 2024Co-Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-981-99-8438-1_7
ATCBBC: A novel optimizer for neural network ArchitecturesDeep Learning and Computational Intelligence for Wireless Communication - MDCWC 2023Springer, ChamOct, 2023Corresponding Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-3-031-47942-7_8
Identification of Mental State Through Speech Using a Deep Learning ApproachIntelligent Human Centered Computing. Human 2023. Springer Tracts in Human-Centered Computing.Springer, SingaporeJun, 2023Co-Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-981-99-3478-2_5
Taxonomy of Music Genre Using Machine Intelligence from Feature Melting TechniqueIntelligent Human Centered Computing. Human 2023. Springer Tracts in Human-Centered ComputingSpringer, SingaporeJun, 2023Co-Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-981-99-3478-2_3
angularParameter: A novel optimization technique for deep learning modelsMachine Intelligence Techniques for Data Analysis and Signal Processing. Lecture Notes in Electrical EngineeringSpringer, SingaporeMay, 2023Corresponding Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-981-99-0085-5_17
Learning Based Image Classification TechniquesComputational Intelligence in Communications And Business Analytics (CICBA 2022)SpringerJul, 2022Co-Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-3-031-10766-5_3
A Fast Partitioning Strategy: Its Application to Fractal Image CodingAdvances in Smart Grid and Renewable Energy. ETAEERE 2020, Lecture Notes in Electrical Engineering, vol 691, Print ISBN: 978-981-15-7510-5, Online ISBN978-981-15-7511-2Springer, Singapore2021First Author,Corresponding Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-981-15-7511-2_21
Three-Level Hierarchical Classification Scheme: Its Application to Fractal Image Compression TechniqueIntelligent Data Engineering and Analytics. Advances in Intelligent Systems and Computing, vol 1177, Print ISBN978-981-15-5678-4, Online ISBN978-981-15-5679-1Springer, Singapore2020First Author,Corresponding Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-981-15-5679-1_12
A Technique to Detect Wormhole Attack in Wireless Sensor Network Using Artificial Neural NetworkEvolutionary Computing and Mobile Sustainable Networks. Lecture Notes on Data Engineering and Communications Technologies, vol 53. 2021, Print ISBN: 978-981-15-5257-1Springer, Singapore2020Co-Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-981-15-5258-8_29
A Novel Hierarchical Classification Scheme for Adaptive Quadtree Partitioning Based Fractal Image CodingSocial Transformation – Digital Way. CSI 2018. Communications in Computer and Information Science, vol 836, Print ISBN: 978-981-13-1342-4, Online ISBN: 978-981-13-1343-1Springer, Singapore2018First Author,Corresponding Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-981-13-1343-1_50
Wavelet-Based Image Compression Using SPIHT and Windowed Huffman Coding with Limited Distinct Symbol and It’s VariantProceedings of the First International Conference on Intelligent Computing and Communication. Advances in Intelligent Systems and Computing, vol 458. Print ISBN: 978-981-10-2034-6, Online ISBN: 978-981-10-2035-3Springer2016First Author,Corresponding Author Indexing: SCOPUS
Link: https://doi.org/10.1007/978-981-10-2035-3_44
Ph. D. Thesis Guidence
Ongoing / Submitted Ph. D. Thesis
Scholar NameThesis TitleCo SupervisorStatusDate
Shubhankar BhaktaStudy on Design and Implementation of Optimizes of Neural Network Architectures OngoingSep, 2024
Biswajit PatwariEdge-based Steganographic techniques to Ensure Data security OngoingSep, 2024
Anudyuti GhoraiStudy on Design and Implementation of Indian Sign language Recognition Systems OngoingSep, 2024
Anish SarkarDesign and implementation of Deep Neural Network based Band Selection and Classification of Hyperspectral Images OngoingDec, 2025

Invited Lectures 
TitleOrganized byVenueDate
Python Programming: An OverviewBelda College, Paschim MedinipurBeldaApr, 2023
Convolutional Neural Network and Its Applications in Image ProcessingDebra Thana Sahid Kshudiram Smriti Mahavidyalaya in technical collaboration with IEEE Computational Intelligence Society, Kolkata ChapterDebra2020
Deep learning for image classificationBelda College in technical collaboration with IEEE Computational Intelligence Society, Kolkata ChapterBelda2020
Introduction to Python ProgrammingMahishadal Raj CollegeMahishadal Raj College2019
A Study on Fractal Image Compression TechniqueHijli CollegeHijli , Paschim medinipur, West Bengal2015
Membership of Learned Society 
Computer Society of India (CSI), Membership No. : I1506085
Conference /Seminar/Workshop Attended/Organised

Conference /Seminar/Workshop Attended

Title of the Seminar/Conference/WorkshopDateRoleHeld at and Organiser
Second International Conference on Machine Learning, Deep Learning, and Computational Intelligence for Wireless CommunicationJun, 2023ParticipantNational Institute of Technology, Tiruchirappalli (Government of India), Tamil Nadu, India
7 Days STC on METHODOLOGY OF EFFECTIVE TEACHING LEARNING AND RESEARCHMay, 2022ParticipantSarojini Naidu College for Women In collaboration with UGC HRDC, University of North Bengal
NAAC Sponsored 2 days State Level Workshop on “Use of ICT enabled tools for Teaching, Learning and Evaluation in Higher Education Institutions”May, 2022ParticipantDurgapur Government College, Durgapur, West Bengal
International Conference on Machine Intelligence and Signal Processing (MISP)Mar, 2022Paper PresenterNIT Raipur, India
KNU UGC STRIDE SPONSORED STTP on“Internet of Things (IoT): Concept to Implementation” 2021ParticipantKazi Nazrul University
12345


Conference /Seminar/Workshop Organised

Title of the Conference/Seminar/WorkshopDateRole in the EventFunding Agency
One day 4th National Seminar on Advanced computation, Algorithm and SecurityMar, 2024Convenor.
2nd INTERNATIONAL CONFERENCE ON NETWORK SECURITY AND BLOCKCHAIN TECHNOLOGY (ICNSBT 2023)Mar, 2023Organizing co-ChairSERB
International Webinar on Machine learning and Deep learningApr, 2022Jt. Convener.
3rd National Seminar on Advanced Computation, Algorithm and Security (ACAS-2K18), 29th March, 2018, Organized by the Department of Computer Science, Vidyasagar University2018Organizing Joint SecretaryUGC Unassigned Grant
2nd National Seminar on Advanced Computation, Algorithm and Security (ACAS-2K17), 30th March, 2017, Organized by the Department of Computer Science, Vidyasagar University2017Member of Organizing CommitteUGC Unassigned Grant
12
Awards
Award NameAwarded ByDate
First in M.Tech (Gold medalist)University of Kalyani2010
GATE ScholarshipMHRD, Govt. Of India2007
Second in M.Sc. (Silver medalist)Vidyasagar University2007
Best research paper awardTaylor's University, Malaysia in International Conference on Evolutionary Artificial Intelligence (ICEAI 2023)Sep, 2023
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Last Activity : 28-10-2024