Faculty Profile
Home | PROF. (DR.) PREMANAND PRALHAD GHADEKAR

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PROF. (DR.) PREMANAND PRALHAD GHADEKAR

Designation:

Prof.& Head

Department:

Department of Information Technology

Email :

premanand.ghadekar@vit.edu

Phone :

7276028816

Educational Qualification :

University Degree Year
Sant Gadge Baba Amravati University Phd 2016
SPPU University Pune Mtech 2008
SGBAU University Amravati BE 2000


Date of Joining : 20/01/2003


Experience : 23 year:7 month

Experience :

Sr. No Organisation Designation From Date To Date Years of Experience
1 Dr. D. Y. Patil College of Engineering for Women Pimpari, Pune Assistant Professor 01-Jul-2001 20-Jan-2003 1
2 Vishwakarma Institute of Technology Pune Assistant Professor 21-Jan-2003 31-Dec-2018 15
3 VIT Pune NA 01-Jul-2011 05-May-2013 1
4 Vishwakarma Institute of Technology Pune Associate Professor 01-Jan-2019 31-Mar-2021 2
5 Vishwakarma Institute of Technology Pune Professor 01-Apr-2021 - 2

Technical Skills :

  1. Machine Learning


Professional Contribution :

  1. BOS Chairman B Tech Information Technology

  2. Working Head of Information Technology

  3. Submitted two Research Proposal to NVIDIA and DST

  4. Received funding of Rs-93000 to organize AICTE ATAL FDP

  5. Working as a Head Department of Information Technology and AI

  6. Working as a BOS Chairman Of B Tech IT.

  7. Instrumental in Overall development of students and faculty of IT and AI -Organized Training programs, Boot camps, Expert Sessions for Students in Collaboration with Industry

  8. We have strong Collaboration with Industry. Industry Collaboration-Signed MoU with Industries

  9. Instrumental in Overall development of students and faculty of IT Department -Organized Training programs, Boot camps, Expert Sessions for Students in Collaboration with Industry

  10. BOS Chairman B Tech Information Technology


Invited Talks :

Sr. No Name Description Type Role From Date To Date
1 Industry Visit to Veritas Company Visited to Veritas company. Total 42 participants were present Other Organized Industry visit 20-Feb-2023 20-Feb-2023
2 IoT based Predictive Analytics using Artificial Intelligence Attended two week AICTE ATAL FDP FDP Participated 13-Feb-2023 28-Feb-2023
3 Two Week AICTE ATAL FDP on IoT based Predictive Analytics using Artificial Intelligence Organized Two week AICTE ATAL FDP on IoT based Predictive Analytics using Artificial Intelligence. I got 3 lakhs rupees to organize the FDP. FDP Coordinator 13-Feb-2023 24-Mar-2023

International Journal:

  1. Secure Access Control to IoT Devices using Blockchain ,International Journal of Recent Technology and Engineering,119
  2. Unique Identification of Whales and Dolphins ,International Conference on Artificial Intelligence and Data Science,123
  3. Effective Mid-Day Meal analysis depending on children’s needs using Machine Learning ,International Conference on Artificial Intelligence and Data Science,123
  4. Customer Transactional Analysis along with Customer segmentation and Feedback Analysis ,International Conference on Artificial Intelligence and Data Science,123
  5. Fish Species Classification, Disease Prediction and Predictive Health Analytics ,International Conference on Artificial Intelligence and Data Science,123
  6. Non-Facial Video Spatiotemporal Forensic Analysis Using Deep Learning Techniques ,International Journal of Proceedings of Engineering and Technology Innovation,123
  7. Painting Classification using Ensemble Learning and GANs ,Springer International Journal of Information Technology (Singapore),123
  8. Predicting Heart Disease Risk in Diabetic patients using a Pipeline of Ensemble Learning and XAI-Enhanced Approaches ,IEEE International Conference on Cognitive, Green and Ubiquitous Computing (IC-CGU)-2024,124
  9. Improving Person-Re Identification with Dual-Generator and Dual-Discriminator Architecture in Conditional GANs ,IEEE International Conference on Cognitive, Green and Ubiquitous Computing (IC-CGU)-2024,124
  10. Multi-Class Malware Detection using modified GNN and Explainable AI ,IEEE International Conference on Cognitive, Green and Ubiquitous Computing (IC-CGU)-2024,124
  11. Multimodal PCOS Detection: Leveraging XG Boost for Images and Zero Shot Learning for Textual Data ,IEEE Asia Pacific Conference on Innovation in Technology (APCIT),124
  12. Lunar Ejecta Pattern Detection and Analysis Using Faster R-CNN and GAN Augmentation ,IEEE 14th International Conference on Cloud Computing, Data Science ,124
  13. Predictive Maintenance for Industrial Equipment: Using XGBoost and Local Outlier Factor with Explainable AI for analysis ,IEEE 14th International Conference on Cloud Computing, Data Science ,124
  14. True Feature Distillation for Compression of GANs ,International Conference on Emerging Smart Computing ,124
  15. Early Disease Detection in Wildlife by Analyzing Behavior and Weather Conditions Using Image Processing and Deep Learning ,International Conference on Emerging Smart Computing ,124
  16. Challenges and Opportunities in Brahmi Script Recognition using Artificial Intelligence ,International Journal of Intelligent Systems and Applications in Engineering (IJISAE),124
  17. Secure Approach for Cloud: A Comprehensive Survey of Security Measures ,International Journal of Intelligent Systems and Applications in Engineering ,124
  18. SAGEConv Graph Neural Network Model for Multivariate Regression using Google Quest Dataset ,International Conference on Machine Learning and Data Engineering,123
  19. Physics-based dynamic texture analysis and synthesis model using GPU ,IET Image Processing,120
  20. Real-time Soil Erosion Detection Using Satellite Imagery and Analysis ,Springer Multimedia Tools and Applications,123
  21. COVID-19 Face Mask Detection using Deep Convolutional Neural Networks & Computer Vision ,Indian Journal of Science ,121
  22. Currency recognition and fake currency identification using image processing ,International Journal of Advance Research, Ideas and Innovations in Technology,119
  23. Real-Time Adaptive Animation Transform (AAT): A Deep Learning Solution ,NCIPC 2023 (National Conference on Communication, Image Processing,123
  24. An Optimized Way For Implementation Of Round-Robin-Algorithm For Process Scheduling ,NCIPC 2023 (National Conference on Communication, Image Processing,123
  25. Multiple format video steganography using AES 256 and RSA encryption ,Industrial Engineering Journal,124
  26. A Multi-model Approach for Assisting Visually Impaired in Finding Specific Location using Reinforcement Learning ,UGC CARE indexed Indian Journal for Technical Education (IJTE),124
  27. Automated Sign to Speech Conversion Model using Deep Learning ,International Journal of Next-Generation Computing (IJNGC),121
  28. Multi-day Window for Stock Movement Prediction and Financial News Classification for Predicting Market Sentiments ,International Journal of Next-Generation Computing (IJNGC),121
  29. Real-Time Virtual Fitness Tracker and Exercise Posture Correction ,International Journal of Next-Generation Computing (IJNGC),121

International Conference:

  1. Prediction and Classification of Biased and Fake News Using NLP and Machine Learning Models ,Machine Learning and Information Processing Proceedings of ICMLIP ,121
  2. Real-Time Hands-Free Mouse Control for Disabled ,Machine Learning and Information Processing Proceedings of ICMLIP,121
  3. UDHR - Unified Decentralized Health Repository , International Conference on Advances in Computing and Data Sciences,120
  4. Unsupervised Image Generation and Manipulation Using Deep Convolutional Adversarial Networks ,Machine Learning and Information Processing,121
  5. Acceleration of Browsing by combining Ethernet and WiFi Networks _ IEEE Conference Publication _ IEEE Xplore-2019 ,2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA),120
  6. Image-Based Product Recommendations Using Market Basket Analysis ,2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA),120
  7. Deep Learning model for diagnosis and report generation of lethal chest diseases using X-rays ,2021 International Conference on Artificial Intelligence and Machine Vision (AIMV),122
  8. Dyslexia Prediction Using Machine Learning-IEEE AIMV-2021 , 2021 International Conference on Artificial Intelligence and Machine Vision (AIMV),122
  9. Histopathological Cancer Detection using Deep Learning ,2021 International Conference on Artificial Intelligence and Machine Vision (AIMV),122
  10. Voice Controlled Augmented Reality For Real Estate ,2021 International Conference on Artificial Intelligence and Machine Vision (AIMV),122
  11. Handwritten Digit and Letter Recognition Using Hybrid DWT-DCT with KNN and SVM Classifier ,Fourth International Conference on Computing Communication Control and Automation (ICCUBEA),119
  12. Content Based Facial Emotion Recognition Model using Machine Learning Algorithm ,International Conference on Advanced Computation and Telecommunication (ICACAT),119
  13. Nonlinear dynamic texture analysis and synthesis by using discrete wavelet transform and different color coding ,Third International Conference on Computational Intelligence and Information Technology (CIIT 2013),113
  14. Efficient face and facial expression recognition model ,P. P. Ghadekar, H. A. Alrikabi and N. B. Chopade, "Efficient face and facial expression recognition model," 2016 International Conference on Computing Communication Control and automation (ICCUBEA), 2016, pp. 1-8, doi: 10.1109/ICCUBEA.2016.7860053.,116
  15. Content-Based Linear And Nonlinear Dynamic Texture Synthesis Using Time Series Approach ,International Conference on Emerging Trends and Innovation in ICT,122
  16. Transformer Based Text Summary Generation for Videos ,Machine Intelligence and Network Data Security, MINDS – 2022 ,122
  17. ASR for Indian Regional Language using Nvidia’s NeMo toolkit ,Machine Intelligence and Network Data Security, MINDS – 2022,123
  18. Efficient classification, detection and analysis of submerged marine debris ,Machine Intelligence and Network Data Security, MINDS – 2022 ,123
  19. Adaptive Blockchain Solution to Fight against Financial Corruption in an Organization ,International Conference on SMART TECHNOLOGIES IN URBAN ENGINEERING,122
  20. Improved Helmet Detection Model using YOLOv5 ,International Conference on Intelligent Computing ,123
  21. Audio based Text Summarization using Natural Language Processing ,International Conference on Advances in Data Science and Computing Technologies (ADSC-2022),123
  22. Traffic Signs Recognition using VGGNet & LeNet ,International Conference on Advances in Data Science and Computing Technologies (ADSC-2022),122
  23. Customer Turnover Prediction Using Machine Learning and Deep Learning , International Conference on Future of Engineering (ICFE-2022),122
  24. Choosing the Best Metrics for Quantifying the Quality of the Model in Skewed Binary Classification Problems ,International Conference on ADVANCE COMPUTING AND INGENIOUS TECHNOLOGY IN ENGINEERING SCIENCE,124
  25. Stylized NFT Progressive Neural Paintings using Brush Stroke prediction ,IEEE Advancements in Smart, Secure and Intelligent Computing (ASSIC),123
  26. Predictive analysis of multiple diseases using ensemble learning ,IEEE Advancements in Smart, Secure and Intelligent Computing (ASSIC),123
  27. Fundamental Analysis of Equity Instruments Using Entity Embedding Neural Networks ,IEEE Advancements in Smart, Secure and Intelligent Computing (ASSIC),123
  28. Mergers and Acquisitions Prediction using Hybrid-Machine Learning and Deep Learning Approach ,IEEE International Conference on Recent Advances and Innovations in Engineering,123
  29. Facial Expression Recognition Based on Deep Learning-Deep Convolutional Neural Network ,IEEE International Conference on Recent Advances and Innovations in Engineering,123
  30. A Semi-Supervised GAN Architecture for Video Classification ,IEEE International Conference on Advances in Intelligent Computing and Applications,123
  31. VR for automobile customization and its feedback analysis ,IEEE International Conference on Advances in Intelligent Computing and Applications,123
  32. Idiopathic Pulmonary Fibrosis Prognosis ,INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND INFORMATION PROCESSING,123
  33. Athlete Injury prediction using classification Algorithm ,INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND INFORMATION PROCESSING,123
  34. Predictive Maintenance on Turbo Fan (NASA) Dataset Using Deep Learning ,INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND INFORMATION PROCESSING,123
  35. Node Prediction using Graphical Neural Networks (GNN) ,International Conference on Intelligent Computing ,123
  36. Acne detection using convolutional neural networks and image processing technique ,International Conference on Intelligent Computing ,123
  37. Malicious QR Code Detection and Prevention ,International Conference on Intelligent Computing ,123
  38. Ensemble Approach to Solve Multiple Skin Disease Classification Using Deep Learning ,International IEEE Conference on Device Intelligence, Computing and Communication Technologies,123
  39. Bi-LSTM based interdependent prediction of Physiological signals ,ESCI Conference,123
  40. A Semantic Approach for Automated Hiring using Artificial Intelligence & Computer Vision ,IEEE International Conference for Convergence in Technology (I2CT),123
  41. Malnutrition Detection Analysis and Nutritional Treatment using Ensemble Learning ,Springer International Conference on Artificial Intelligence of Things (ICAIoT-2023),123
  42. A Novel Approach for Deep Learning based Video Classification and Captioning using Keyframe ,International Conference on Women Researcher in Electronics and Computing,124
  43. Enhanced Intracranial tumor strain prediction and detection using Transfer and Multilevel Ensemble Learning ,International Conference on Women Researcher in Electronics and Computing,124
  44. CRNN based Violence Detection using Text and Videos ,International Conference on Data Science and Intelligent Applications,123
  45. Jump classification with age and gender detection ,International Conference on Data Science and Intelligent Applications,123
  46. Neural Style Transfer - Parameter Optimization including Performance, Loss function and Security ,International Conference on Data Analytics and Insights,123
  47. Text Data Augmentation Using Generative Adversarial Networks, Back Translation and EDA ,International Conference on Advances in Computing and Data Sciences (ICACDS)-2023 ,123
  48. Enabling Multitask Learning in HTMs via ECG & Bitcoin Price Sequence Learning ,International Conference on Innovative Research in Science and Technology (IRST-2023),123
  49. Facial and Non Facial Based Image Forgery Detection and Localization ,International Conference on Innovative Research in Science and Technology (IRST-2023),123
  50. Lung Nodule Detection Using Modified KNN ,INTERNATIONAL CONFERENCE ON CONTEMPORARY ENGINEERING AND TECHNOLOGY,123
  51. Comparative Analysis of LSTM, GRU and Transformer Models for German to English Language Translation ,3rd Asian Conference on Innovation in Technology (ASIANCON), Ravet IN, India,123
  52. 3D Image Classification Based on Multi View CNN Using 2D Images ,3rd International Conference on Innovative Sustainable Computational Technologies (CISCT), Dehradun, India,124
  53. Sentence Meaning Similarity Detector Using FAISS ,2023 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA),124
  54. Improving Image Quality of Noisy Images through Denoising and Style GAN Technique ,IEEE International Conference on “Computing, Communication, Control and Automation”, ICCUBEA-2023,124
  55. Voice Cloning and Forgery Detection Using WaveGAN and SpecGAN ,IEEE International Conference on “Computing, Communication, Control and Automation”, ICCUBEA-2023,124
  56. Ensemble Learning Approach for Anomaly Detection in Crowd Scene Classification ,IEEE Fifth International Conference on Advances in Electronics, Computers and Communications (ICAECC),123
  57. Video Regeneration Using Image Diffusion Model ,International Conference on Data Science, Agents and Artificial Intelligence 2023 (ICDSAAI2023),123
  58. Waste Classification and Its Analysis Using RCNN Algorithm ,International Conference on Data Science, Agents and Artificial Intelligence 2023 (ICDSAAI2023),123
  59. Suspicious Activity Detection In Adverse Weather Conditions Using YOLOv7 ,Second International Conference on Recent Trends in Machine Learning and Image Processing MLIP,123
  60. Early Diabetes Detection And Its Effect On Heart Using Random Forest ,Second International Conference on Recent Trends in Machine Learning and Image Processing MLIP,123
  61. Translating Audio into Movement: A Semantic Gesture Generation Approach using conditional GANs ,International Conference on Artificial Intelligence and Data Engineering 2023 (AIDE-2023),123
  62. Threadshift: Contextual-Aware Garment Replacement Using CLIP, Segmentation and Stable Diffusion ,International Conference on Artificial Intelligence and Data Engineering 2023 (AIDE-2023),123
  63. Crime Scene Reconstruction Text-to-LongVideo Generation with Stable Diffusion and Motion Integration ,International Conference on Artificial Intelligence and Data Engineering 2023 (AIDE-2023),123
  64. Multi-style, Multi-language handwritten text recognition from images using hybrid model, transformers, and Gradio framework ,International Conference on Artificial Intelligence and Data Engineering 2023 (AIDE-2023),123
  65. Partial Hand Sign Recognition and Sentence Construction for Diverse Age Groups using VGG19 and Seq2Seq ,IEEE Second International Conference on Emerging Trends in Information Technology and Engineering(ic-ETITE'24),124
  66. Generating 3D models for Prototyping of Virtual Environments using NeRF ,IEEE Second International Conference on Emerging Trends in Information Technology and Engineering(ic-ETITE'24),124
  67. Performance Analysis for Diving Sport using YoLoV8, OpenPose and Fuzzy Logic ,IEEE Second International Conference on Emerging Trends in Information Technology and Engineering(ic-ETITE'24),124
  68. Smart Recyling Robot: Vision-Driven Autonomous Water Bottle Collection System using YOLOv5 ,IEEE International Conference on Advances in Computation, Communication Information Technology (ICAICCIT-2023),124
  69. Intelligent Agent for Automatic Engineering Diagram Digitization with Deep Learning ,Bioscience Biotechnology Research Communications,120
  70. Low light and over exposed Image Enhancement using Weight Matrix Technique ,International Journal of Computer Applications (IJCA),120
  71. Nighttime Haze Removal using Multi-Scale Exposure Fusion ,International Journal of Advanced Science and Technology,120
  72. Automatic Digitization of Engineering Diagrams using Intelligent Algorithms ,Journal of Computer Science,121
  73. Content Based Dynamic Texture Analysis and Synthesis Based on SPIHT with GPU ,Journal of Information Processing Systems,116
  74. Modelling Nonlinear Dynamic Textures using Hybrid DWT–DCT and Kernel PCA with GPU ,Journal of The Institution of Engineers (India): Series B,116
  75. Reversible Video Steganography using Hybrid DWT- DCT with Secure Cryptographic Technique and GPU ,Indian Journal of Science and Technology,117
  76. Efficient Accordion DWT based Video Coding ,International Journal of Computer Applications,114
  77. Web-Based Real-Time Gesture Recognition with Voice ,International Conference on Information, Communication and Computing Technology,121
  78. Artistic Media Stylization and Identification Using Convolution Neural Networks ,Machine Learning and Information Processing ICMLIP ,121

Book Chapter:

  1. AI-based assistant with security ,Proceeding of National Conference on Communication, Computational Intelligence and Learning,122
  2. Efficient Diagnosis and ICU Patient Monitoring Model ,River Publisher,123
  3. ASR for Indian Regional Languages using fine-tuned Wav2Vec2 model ,International Conference on Advances in Data Science and Computing Technologies (ADSC-2022),123
  4. Efficient web application vulnerabilities detection Model ,Proceeding on Communication, Computational Intelligence and Learning,122
  5. Galaxy Classification using Deep Learning ,International Conference on Advancements in Smart Computing and Information Security (ASCIS),122
  6. Cyber Intrusion Detection Using a Boosting Ensemble of Neural Networks ,International Conference on Intelligent Computing ,123
  7. Text to High Quality Image Generation using Diffusion Model and Visual Transformer ,International Conference on Intelligent Computing for Sustainable Development (ICICSD 2023),123
  8. Few Shot Domain Adaptation using Transformer and GNN-based Fine Tuning ,International Conference on Intelligent Computing for Sustainable Development (ICICSD 2023),123
  9. Maritime Vessel Segmentation in Satellite Imagery using UNET Architecture and Multiloss Optimization ,International Conference on Intelligent Computing for Sustainable Development (ICICSD 2023),123
  10. Generating equation for mathematical word problems using Multi-Head Attention Transformer ,International Conference on Data Science, Computation and Security (IDSCS 2023),123
  11. Early Phase Detection of Bacterial Blight in Pomegranate using GAN VS Ensemble Learning ,International Conference on Data Science, Computation and Security (IDSCS 2023), Indore,123
  12. Text to Face Generation with Novel Fusion Mechanism using DCGAN ,International Conference on Data Science, Computation and Security (IDSCS 2023),123
  13. Predicting the best plant using a combination of multi-class classification algorithms ,International Conference on Recent Trends in Engineering and Technology VISHWACON-2023,123
  14. Anomaly Detection using a novel approach based on Grid HTM ,International Conference on Algorithms and Computational Theory for Engineering Applications (ICACTEA) 2024,124
  15. AI Based Multi-Modal Fitness Trainer with Augmented Reality for Yoga and Gym ,Springer International Conference on Computing for Science, Engineering and Artificial Intelligence (CSEAi) 2023,123


  1. Best Paper Award Machine Intelligence and Network Data Security, MINDS – 2022
  2. Best paper award at International Conference on Innovative Computing and Applications-ICICA
  3. Best Paper Award for Research Paper-Performance Analysis for Diving Sport using YOLOV8, OpenPose and Fuzzy Logic
  4. Best Paper Award at International Conference on Intelligent Computing for Sustainable Development, ICICSD - 2023, Organized by Anurag University.
  5. Best Paper Award for Research paper title- Prompt-Induced Three-Stage Architecture for Music-Lyrics Generation using GRUand Sentence-BERT Embeddings

Research Grant / Funded Projects :

  1. Compact Representation for Dynamic Texture Synthesis
  2. NVIDIA Academic Hardware Grant
  3. Analysis of COVID effects on Children/Adolescent Mental health using Gamification and Machine learning
  4. AICTE ATAL FDP on Quantum Computing for real World Applications
  5. AICTE ATAL FDP- IoT based Predictive Analytics using Artificial Intelligence
  6. Industrial Software Project
  7. AICTE ATAL FDP on Evolution of Embedded System in Artificial Intelligence of Things: ES-AIOT

Copyrights :

  1. SoilHealth- Check Soil Fertility with Ease

Patents :

  1. Image Processing Based cost effective the Municipal Parking Management System
  2. INTELLIGENT GESTURE KEYBOARD SYSTEM
  3. A novel cloud cryptography based on adaptive configuration
  4. A SMART IRRIGATION SYSTEM
  5. PPG-An IOT based smart irrigation system
  6. PPG-DIRECT INTERFACE SYSTEM FOR CONNECTING AGRICULTURAL PRODUCERS AND CUSTOMERS
  7. AN IOT BASED SMART IRRIGATION SYSTEM
  8. DIRECT INTERFACE SYSTEM FOR CONNECTING AGRICULTURAL PRODUCERS AND CUSTOMERS



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