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Department of Information Technology

Faculty

Gayakwad Milind
Dr. Gayakwad MilindAssociate Professor

Department of Information Technology

Experience 19 Years

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Profile
  • Ph.D Computer Engineering, (Post Doctorate Fellow NTUB, Taiwan)
  • First Rank - M.E. (Computer - Dec 2013) 7.43 C.G.P.A. (P.E.S’ MCOE, Pune) Savitribai Phule Pune University, Pune, Maharashtra.
  • B.E. (I.T. - June 2006) by securing 66.21 marks – (P.V.P.I.T. Budhgaon, Sangli.) Shivaji University, Kolhapur, Maharashtra.
  • Seed Money Grant - 2,00,000 INR, BVU
  • International Projects Completed – 01,
  • Publication - Scopus (21) + WoS (06 Exclusive) =27
  • Google Scholar/UGC (43) = 47
  • Patent- 02 (Filed)
  • Reviewer – IEEE System, Men & Cybernetics, IJE
  • Gayakwad, Milind; Patil, Suhas; Assessment of Source, Medium, and Intercommunication for Assessing the Credibility of Content 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON) 01-May 2021 IEEE
  • Gayakwad, Milind; Patil, Suhas; Analysis of methodologies to model the content for conveying the correct information 2021 International Conference on Computing, Communication and Green Engineering (CCGE) 01-Apr2021 IEEE.
  • Deshmukh, Shrikala; Chaudhary, Snehal; Gayakwad, Milind; Kadam, Kalyani; More, Nitin S; Bhosale, Amol; Advances in Facial Emotion Recognition: Deep Learning Approaches and Future Prospects 2024 MIT Art, Design and Technology School of Computing International Conference (MITADTSoCiCon) 01-Mar2024 IEEE.
  • Deshumkh, Shrikala; Gayakwad, Milind; More, Nitin S; Jadhav, Rohini; Kadam, Kalyani; Magar, Hanmant; Smart Traffic Management System Using RFIDSystem2024 MIT Art, Design and Technology School of Computing International Conference (MITADTSoCiCon) 01-Apr2024 IEEE.
  • Singh, Kartikey; Patil, Netra; Mohite, Sagar Ganapati; Jadhav, Swati; Mohite, Snehal; Gayakwad, Milind; Joshi, Rahul; Vehicle Identification Using RESNET-50: CNN approach 2024 IEEE International Conference on Blockchain and Distributed Systems Security (ICBDS) 01-Jun 2024 IEEE.
  • Gonge, Sudhanshu; Joshi, Rahul; Kotecha, Ketan; Gayakwad, Milind; Gangarde, Rupali; Kaur, Gagandeep; Kadam, Kalyani; A Comparative Study of DWT and DCT Along with AES Techniques for Safety Transmission of Digital Bank Cheque Image International Conference on Computing Science, Communication and Security 70-86 2023 Springer Nature Switzerland Cham
  • Developed Unity 3D interface development - GUI development for persons, Research Project from Australia.
  • Recipient of a Microsoft AI Grant on the classification of leaves using Ensemble classifiers.
  • Received Intel AI DevCloud credits for Regression Analysis of the future trends in the stock market.
  • Received GCP computing credits of worth 5000 USD.
  • Seed Funding Awarded: Received ?2 Lakhs of seed funding for an interdisciplinary research project.
  • Co- Coordinator of FDP on Large Language Model, 2024 (BVDU Fund ?0.83 Lakhs)
  • Priyanka Malviya, Gauri Rao, Rohini B. Jadhav, Mayuri h. Molawade,”A Heuristic Approach For Graph Based Machine Translation”, IIOAB Journal , Volume 8, Issue 4,2017/
  • Indresh Upadhyay, Prakash Devale, Sumedh Vithalrao Dhole, P. A Dixit, Chetan More, Milind Gayakwad; Generation of 3D Image by Editing the Background Using Only Prompt Journal Information Systems Engineering Management 10 51S 226-237 2025 Journal of Information Systems Engineering and Management.
  • Ashish Arya, Milind Gayakwad, Maruti Maurya, Jayshree Kiran, Pradeep V. Jadhav; Comprehensive Analysis of Machine Learning and Deep Learning Models for Fake News Detection on Twitter Journal Information Systems Engineering Management 10 34S 1044-1058 2025 Journal of Information Systems Engineering and Management.
  • Sonali Idate, T. Srinivasa Rao, Milind Gayakwad, Priyanka Paygude, Prashant Chavan, Rajendra Pawar, Kalyani Kadam; Performance analysis of Machine Learning Algorithms to classify Software Requirements Journal of Electrical Systems 20 2 1588-1599 2024 Journal of Electrical Systems.
  • Milind Gayakwad, Tulshihar Patil, Priyanka Paygude, Prakash Devale, Anand Shinde, Rajendra Pawar, Amol Bhosale; Real-Time Clickstream Analytics with Apache Journal of Electrical Systems 20 2 1600-1608 2024 Journal of Electrical Systems.
  • Rohini B. Jadhav, Milind Gayakwad, Shital Pawar, S. D. Jadhav, Rahul Joshi, Amruta V. Patil, Hiren Dand, Disha Sushant Wankhede; Analyzing Existing Algorithms and Identifying Gaps in Brain Stroke Detection Journal of Electrical Systems 20 2S 409-417 2024 Journal of Electrical Systems.
  • Milind Gayakwad, Gajanan Bhole, Priyanka Paygude, Prakash Devale, Anand Shinde, Kalyani Kadam, Rahul Joshi; Web Service Implementation “AI Yoga Trainer Using Human Pose Estimation” for Web Discovery Journal of Electrical System 20 2 2167-2176 2024 Journal of Electrical System
  • Sachin Wakurdekar, Sandeep Vanjale, Priyanka Paygude, Milind Gayakwad, Amol Kadam, Rahul Joshi, Sachin Kadam; Novel Approach to Design a Model for Software Effort Estimation Using Linear Regression Journal of Electrical System20 2 2306-2315 2024 Journal of Electrical System
  • Paygude, Priyanka; Gayakwad, Milind; Wategaonkar, Dhanashri; Pawar, Rajendra; Pujeri, Ramchandra; Joshi, Rahul; Dried fish dataset for Indian seafood: A machine learning application Data in Brief 55 1105632024 Elsevier
  • Kadam, Abhijeet; Garg, Bindu; Gayakwad, Milind; Kotecha, Ketan; & Joshi, Rahul; Novel DSIDS- Deep Sniffer Intrusion Detection System International Journal of Intelligent Systems and Applications in Engineering 12 16s 400-407 2024 International Journal of Intelligent Systems and Applications in Engineering
  • Khatik, Irfan, Kadam, Sachin, Gayakwad, Milind, Joshi, Rahul, & Kotecha, Ketan.; Automatic Diagnosis of Fracture using Deep Learning and External Validation: A Systematic Review and Meta-Analysis International Journal of Intelligent Systems and Applications in Engineering 12 16s 41-48 2024 International Journal of Intelligent Systems and Applications in Engineering
  • Bhole, Gajanan. V; Deshmukh, Shrikala, Gayakwad, Milind; & Devale, Prakash.; Implementation of Virtual Mouse Control System Using Hand Gestures for Web Service Discovery International Journal of Intelligent Systems and Applications in Engineering12 13s 663-6672 2024 International Journal of Intelligent Systems and Applications in Engineering.
  • Paygude, Priyanka; Thite, Sandip; Kumar, Ajay; Bhosle, Amol; Pawar, Rajendra; Mane, Renuka; Joshi, Rahul; Kasar, Manisha; Chavan, Prashant; Gayakwad, Milind; A dataset revolutionizing Indian bay leaf analysis Data in Brief 57 1110242024 Elsevier.
  • Bhole, Gajanan V; Devale, Prakash; Khairkar, Ashwini; Auti, Nisha; Deshmukh, Shrikala; Gayakwad, Milind; Joshi, Rahul; Automated Web Service Discovery and Computing Approaches And Methods. Library of Progress-Library Science, Information Technology & Computer44 3 2024
  • Gayakwad, Milind; Deshmukh, Shrikala; Auti, Nisha; Mane, Renuka Amit; Paygude, Priyanka; Joshi, Rahul; Kadam, Kalyani; The Analysis of The Daily Return Percentage as An Alternative To The Closing Price Of The Stock Using The Ensemble Model. Library of Progress-Library Science, Information Technology & Computer 44 3 2024
  • Tulshihar Patil, Shashank Joshi, Sagar Ganapati Mohite, Rahul Desai, P V Londhe, Pramod Jadhav, Milind Gayakwad; A Novel Approach to Eliminate the Dead Code and Change the Looping Structure for Optimizing the Code Advances in Nonlinear Variational Inequalities 28 2s 659-672 2024 Advances in Nonlinear Variational Inequalities
  • Prof. Tulshihar Patil, Dr. Shashank Joshi, Dr Y C Kulkarni, Dr S D Jadhav, Dr.Pallavi S Deshpande, Dr. AY Prabhakar, Dr Milind Gayakwad; The Opticode: A User-Centric Tool for Enhancing Software Efficiency and Minimizing Errors Through Dead Code Elimination and Loop Invariant Code Motion Techniques Communications on Applied Nonlinear Analysis 32 4s 403-420 2024
  • Hingmire, Shrikrishna; Paygude, Priyanka; Gayakwad, Milind; Devale, Prakash; Probing to Reduce Operational Losses in NRW by using IoT SSRG International Journal of Electronics and Communication Engineering 10 6 23–32 2023 SSRG
  • Abhijeet Kadam, Bindu Garg, Milind Gayakwad, Rahul Joshi, Ketan Kotecha; Intrusion Detection System using the Hybrid Model of Classification Algorithm and Rule-Based Algorithm IJRITCC (International Journal on Recent and Innovation Trends in Computing and Communication 11 6S(2023) 351-357 2023 International Journal on Recent and Innovation Trends in Computing and …
  • Paygude, P. ., Singh, A. ., Tripathi, E. ., Priya, S. ., Gayakwad, M. ., Chavan, P. ., Chaudhary, S. ., Joshi, R. ., & Kotecha, K.; A Parameter Based Comparative Study of Deep Learning Algorithms for Stock Price Prediction International Journal on Recent and Innovation Trends in Computing and Communication 11 7s 138-146 2023 International Journal on Recent and Innovation Trends in Computing.
  • Paygude, P. , Idate, S. , Gayakwad, M. , ... Kadam, K. , Shinde, A.; Self-Driving Electrical Car Simulation using Mutation and DNN SSRG International Journal of Electronics and Communication Engineering 10 6 27-34 2023 SSRG International Journal of Electronics and Communication Engineering
  • Bharati Dixit, Rajendra G. Pawar, Milind Gayakwad, Rahul Joshi, Ansh Mahajan, Suyash Chinchmalatpure; Challenges and a Novel Approach for Image Captioning Using Neural Network and Searching Techniques International Journal of Intelligent Systems and Applications in Engineering (IJISAE) 11 3 3277-3286 2023 International Journal of Intelligent Systems and Applications in Engineering.
  • Godse, Deepali; Mulla, Nilofar; Jadhav, Rohini; Gayakwad, Milind; Joshi, Rahul; Kadam, Kalyani; Jadhav, Jayashree; Automated Video and Audio based Stress Detection using Deep Learning Techniques International Journal on Recent and Innovation Trends in Computing and Communication 11 11s 487- 492 2023 International Journal on Recent and Innovation Trends in Computing.
  • Paygude, P. ., Chavan, P. ., Gayakwad, M. ., Gupta, K. ., Joshi, S. ., Gopika, G., Joshi, R., Gonge, S., & Kotecha, K. .; Optimizing Hyperparameters for Enhanced LSTM-Based Prediction System Performance International Journal on Recent and Innovation Trends in Computing and Communication 11 10s 203-213 2023 International Journal on Recent and Innovation Trends in Computing.
  • Dixit, B; Pawar, G; Gayakwad, R; Joshi, M; Mahajan, R; Chinchmalatpure, SV; Challenges and a novel approach for image captioning using neural network and searching techniques International Journal of Intelligent Systems and Applications in Engineering11 3 712-720 2023
  • Gayakwad, Milind; Gangarde, Rupali; Kaur, Gagandeep; A Comparative Study of DWT and DCT Along with AES Techniques for Safety Transmission Computing Science, Communication and Security: 4th International Conference, COMS2 2023, Mehsana, Gujarat, India, February 6–7, 2023, Revised Selected Papers 70 2023 Springer Nature.
  • Milind Gayakwad, Suhas Patil, Amol Kadam, Shashank Joshi, Ketan Kotecha, Rahul Joshi, Sharnil Pandya,Sudhanshu Gonge, Suresh Rathod,Kalyani Kadam, Maya Shelke; Credibility Analysis of User-Designed Content Using Machine Learning Techniques Appl. Syst. Innov. 2022 5(2) 43 2022 MDPI
  • Sharma, Jitin; Chavan, Prashant C; Patil, TB; Sawant, Supriya C; Gaykawad, Milind; A Comparative Analysis of Brain Tumor Classification and Prediction techniques by applying MRI Images encompassing SVM and CNN with Transfer Learning Method. Journal of Algebraic Statistics 13 3 393-405 2022
  • Panicker, Aishwarya; Gayakwad, Milind; Vanjale, Sandeep; Jadhav, Pramod; Devale, Prakash; Patil, Suhas; Fake News Detection using Machine Learning Framework Gradiva Review Journal 8 8 426-433 2022 Gradiva Review Journal.
  • Singh, Mahendra Kumar; Kadam, Amol K; Gayakwad, Milind; Jadhav, Pramod; Patil, Vinayak N; Kadam, Prasad; Patil, Vinod; Dhotre, Sunita; An Impirical Approach for Underwater Image Quality Enhancement and Object Detection using Deep LearningNeuroquantology 20 8 5908-5917 2022 Neuroquantology
  • Milind Gayakwad,Suhas Patil,Rahul Joshi, Sudhanshu Gonge; Credibility Evaluation of User-generated Content using Novel Multinomial Classification Technique IJRITCC (International Journal on Recent and Innovation Trends in Computing and Communication) 10 no. 2s, Dec. 2022 151-157 2022
  • Gayakwad, MILIND; Patil, Suhas; Content Modelling for Unbiased Information Analysis Libr. Philos. Pract Jan-17 2020
  • Mahamat Adam Boukhari, Milind Gayakwad; An Experimental Technique on Fake News Detection in Online Social Media International Journal of Innovative Technology and Exploring Engineering (IJITEE) 8 8S3 526-530 2019 Blue Eyes Intelligence Engineering& Sciences Publication
  • Boukhari, Mahamat Adam; Gayakwad, Prof. Milnid; Patil, Prof.Dr Suhas; Survey on Inappropriate Content Detection in Online Social MediaInternational Journal of Innovative Research in Science, Engineering and Technology 8 9 9297-9302 2019 IJIRSET.
  • Beldar, Miss Menka K; Gayakwad, MD; Beldar, Miss Kavita K; Beldar, MK; Survey on Classification of Online Reviews Based on Social Networking IJFRCSCE 4 3 55 2018 IJFRCSCE.
  • Beldar, Miss Menka K; Gayakwad, MD; Beldar, Miss Kavita K; Altruistic Content Voting System using Crowdsourcing International Journal of Scientific Research and Review 7 5 477-486 2018 dynamicpublisher.
  • Maurya, Maruti; Gayakwad, Milind; People, technologies, and organizations interactions in a social commerce era International conference on Computer Networks, Big data and IoT 836-849 2018 Springer International Publishing Cham
  • Maruti Maurya, Prof. Milind Gayakwad; Survey on Interactions of People towards Social Commerce Era International Journal of Scientific Research in Computer Science, Engineering and Information Technology 3 5 1132-1135 2018
  • Harane, Swati T; Bhole, Gajanan; Gayakwad, Milind; Secure Search over Encrypted Data Techniques: Survey International Journal of Advanced Research in Computer Science 8 7 2017
  • Shevale, Kavita; Bhole, Gajanan; Gayakwad, Milind; Probabilistic threshold query on uncertain data using SVM Int. J. Adv. Res. Comput. Sci 8 1967-1969 2017
  • Kavita Shevale, Milind Gayakwad, Gajanan Bhole; Literature review on Probabilistic Threshold Query on uncertain data International Journal of Current Research 9 6 52482-52484 2017 INTERNATIONAL JOURNAL OF CURRENT RESEARCH
  • Beldar, Kavita K; Gayakwad, MD; Bhattacharyya, Debnath; Kim, Tai-hoon; A comparative analysis on contingence structured data methodologies International Journal of Software Engineering and Its Applications 10 5 13-22 2016
  • Beldar, Kavita K; Gayakwad, MD; Bhattacharyya, Debnath; Kim, Hye-jin; Query Evaluation on Probabilistic Databases Using Indexing and MapReduce International Journal of Database Theory and Application 9 10 363-378 2016
  • Beldar, Kavita K; Gayakwad, MD; Beldar, MK; Optimizing Analytical Queries on Probabilistic Databases with Unmerged Duplicates Using MapReduce Int. J. Innov. Res. Comput. Commun. Eng 4 9651-9659 2016
  • Gayakwad, MD; Phulpagar, BD; Research Article Review on Various Searching Methodologies and Comparative Analysis for Re-Ranking the Searched ResultsInternational Journal of Recent Scientific Research 4 11 1817- 1820 2013
  • Milind Gayakwad, B D Phulpagar; Requirement Specific Search IJARCSSE 3 11 121 2013 IJARCSSE
  • Gayakwad, Milind; VLAN implementation using ip over ATM Journal of engineering research and studies 2 4 186 - 192 2011
  • Kadam, Abhijit; Garg, Bindu; Gayakwad, Milind; Joshi, Rahul; Kotecha, Ketan; Intrusion Detection System using the Hybrid Model of Classification Algorithm and Rule-Based Algorithm connections 34 35 36
  • Gayakwad, Milind; Altruistic Content Modeling For Qualitative Information Dissemination Pune
  • Gayakwad, Milind; Wategaonkar, Dhanashri; Pawar, Rajendra; Pujeri, Ramchandra; Joshi, Rahul; Data Article Template V. 18 (January 2024) Dried Fish Dataset for Indian Seafood: A Machine Learning Application
  • Paygude, Priyanka; Kumar, Suresh; Singh, Rahul; Saxena, Mayank; Gayakwad, Milind; Patil, TB; Chavan, Prashant; Comparative Analysis of CNN vs Vision Transformer for Lumpy Skin Disease in Cattle JOURNAL OF TECHNICAL EDUCATION 487
  • Bhole, GV; Deshmukh, Shrikala; Gayakwad, MD; Devale, PR; INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING
  • Patil, Tulshihar; Joshi, Shashank; Kulkarni, YC; Jadhav, SD; Deshpande, Pallavi S; Prabhakar, AY; Gayakwad, Milind; The Opticode: A User-Centric Tool for Enhancing Software Efficiency and Minimizing Errors Through Dead Code Elimination and Loop Invariant Code Motion Techniques


    • Patents/ Copyright:

  • Oral Oncology Detection. (Published)
  • System and methods for detection of the deceptive contents. (Filed)
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