|
|
Personal Details
|
|
| Name | Dr Rajeev Kumar Gupta |
| Designation | Assistant Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Rajeev.Gupta@sot.pdpu.ac.in |
|
|
Educational Qualifications
|
| B.E. (Computer Science and Engineering, SATI, Vidisha), 2008 |
| M.Tech. (Computer Science and Engineering, MANIT, Bhopal), 2011 |
| Ph.D (Computer Science and Engineering, MANIT, Bhopal), 2016 |
|
|
Professional Affiliation
|
|
|
|
Awards
|
|
|
|
|
Publications / Articles / Conference
|
| Research based or onographs/Textbooks published |
| ' Reshaping environmental science through machine learning and IoT', IGI Global, May 2024 |
| 'Introduction to Computer and its Applications', REST Publisher, Jun 2023 |
| 'Artificial Intelligence Tools and Technologies for Smart Farming and Agriculture Practices', IGI Global, Jun 2023 |
| 'Artificial Intelligence of Things for Weather Forecasting and Climatic Behavioral Analysis', IGI Global, Jun 2022 |
| 'Proceeding of 1st IEEE International Conference on Artificial Intelligence & Machine Vision', PDEU Gandhinagar, Nov 2021 |
|
| Articles/Chapters Published in the books |
| 'Solar power forecasting using machine learning techniques', IGI Global, May 2024 |
| 'Assessing water quality with machine learning: A comprehensive analysis of prediction methods and performance evaluation', IGI Global, May 2024 |
| 'Navigating the roadmap of intelligent transport in indian smart cities: Sectorial analysis, challenges, and key elements of data science enabled solutions', CRC Press, Aug 2024 |
| 'IoT-enabled machine learning-based smart and sustainable agriculture', IGI Global, May 2024 |
| 'Navigating the roadmap of intelligent transport in indian smart cities: Sectorial analysis, challenges, and key elements of data science enabled solutions', CRC, Jun 2024 |
| 'Machine Learning-Based Prototype Design for Rainfall Forecasting', Springer, Sep 2023 |
| 'A computational approach for regulation of biomedical waste expulsion in a novel coronavirus pandemic', River Publication (IEEE), Jul 2023 |
| 'AI-Based Plant Disease Detection and Classification Using Pretrained Models', IGI Global, Aug 2023 |
| 'Role of artificial intelligence in the agricultural system', Scrivener Publishing LLC, Jul 2023 |
| 'Deep Learning-Based Framework for URL Phishing Detection', Springer, Sep 2023 |
| 'Deep Learning-Based Agriculture Monitoring and Forecasting', IGI Global, Jun 2023 |
| 'IoT System for Crop Recommendation Based on Soil and Weather Patterns', IGI Global, Aug 2023 |
| 'Satellite Remote Sensing and Climate Behavioral Analysis', IGI Global, Jun 2022 |
| 'Role of Meteorological Satellites and Radar in Weather Forecasting', IGI Global, Jun 2022 |
| 'Advancements in Weather Forecasting with Deep Learning', IGI Global, Jun 2022 |
| 'Semi-Automatic Boundary Detection of Weak Edges for Medical Image Analysis', Springer, Apr 2022 |
| 'Blockchain Application in Digital Identity Management in Elections', , Dec 2021 |
|
| Published Papers in Journals |
| 'Context-Based Bigram Model for POS Tagging in Hindi: A Heuristic Approach', Annals of Data Science, pp. 1-32, Mar 2024, DOI : https://doi.org/10.1007/s40745-022-00434-4 |
| 'All phase discrete cosine biorthogonal transform versus discrete cosine transform in digital watermarking', Multimedia Tools and Applications, pp. 1-19, Feb 2024, DOI : https://doi.org/10.1007/s11042-023-16106-1 |
| 'An explainable brain tumor detection and classification model using deep learning and layer-wise relevance propagation', Multimedia Tools and Applications, pp. 1-23, Mar 2024, DOI : https://doi.org/10.1007/s11042-023-16708-9 |
| 'AI-enabled dental caries detection using transfer learning and gradient-based class activation mapping', Journal of Ambient Intelligence and Humanized Computing, pp. 3009-3033, Jul 2024, DOI : https://doi.org/10.1007/s12652-024-04795-x |
| 'Improving collaborative intrusion detection system using blockchain and pluggable authentication modules for sustainable Smart City', Sustanability, pp. 1-14, Feb 2023, DOI : https://doi.org/10.3390/su15032133 |
| 'An AI-Enabled ensemble method for rainfall forecasting using Long-Short term memory', Mathematical Biosciences and Engineering, pp. 8975-9002, Mar 2023, DOI : https://doi.org/10.3934/mbe.2023394 |
| 'Capturing Uncertainties through Log Analysis Using DevOps', International Journal of Data Mining, Modelling and Management, pp. 53-78, May 2023, DOI : https://ideas.repec.org/a/ids/ijdmmm/v15y2023i1p53-78.html |
| 'Vision Transformer Outperforms Deep Convolutional Neural Network-based Model in Classifying X-ray Images', Procedia Computer Science, pp. 2338-2349, Jan 2023, DOI : https://doi.org/10.1016/j.procs.2023.01.209 |
| 'Geological Resource Planning and Environmental Impact Assessments Based on GIS', Sustainability, Jan 2022 |
| 'Text-Based Emotion Recognition Using Deep Learning Approach', Computational Intelligence and Neuroscience, pp. 1-15, Aug 2022, DOI : https://doi.org/10.1155/2022/2645381 |
| 'A Machine Learning-Based Water Portability Prediction Model by Using Synthetic Minority Oversampling Technique and Explainable AI', Computational Intelligence and Neuroscience, pp. 1-15, Sep 2022, DOI : https://doi.org/10.1155/2022/9283293 |
| 'Optimization of Intelligent Network Information Management System under Big Data and Cloud Computing', Scalable Computing: Practice and Experience, pp. 91-101, Oct 2022, DOI : https://doi.org/10.12694/scpe.v23i3.2001 |
| 'Chaotic association feature extraction of big data clustering based on Internet of Things', Informatica, pp. 1-9, Nov 2022, DOI : https://doi.org/10.31449/inf.v46i3.3943 |
| 'Communication MWSN Data Transmission Mechanism Based on a Wireless Sensor Network', Journal of Sensors, Mar 2022 |
| 'An Improved Secure Key Generation Using Enhanced Identity-Based Encryption for Cloud Computing in Large Scale 5G', Wireless Communications and Mobile Computing , pp. 1-20, Mar 2022, DOI : https://doi.org/10.1155/2022/7291250 |
| 'Electromagnetic Interference Simulation of Software Electronic Equipment Based on Efficient Time Domain Algorithm', Journal of Sensors , Mar 2022 |
| 'Robot visual navigation estimation and target localization based on neural network', Paladyn, Journal of Behavioral Robotics, pp. 76-83, Aug 2022, DOI : https://doi.org/10.1515/pjbr-2022-0005 |
| 'Multimodal Sarcasm Detection: A Deep Learning Approach', Wireless Communications and Mobile Computing, pp. 1-10, May 2022, DOI : https://doi.org/10.1155/2022/1653696 |
| 'An AI-Enabled Pre-Trained Model-based Covid Detection Model using Chest X-Ray Images', Multimedia Tools and Applications, pp. 37351-37377, Jul 2022, DOI : https://doi.org/10.1007/s11042-021-11580-x |
| 'A CNN-SVM based computer aided diagnosis of breast Cancer using histogram K-means segmentation technique', Multimedia Tools and Applications, pp. 1-20, Sep 2022, DOI : https://doi.org/10.1007/s11042-022-13807-x |
| 'COVID-19 Lesion Segmentation and Classification of Lung CTs Using GMM-Based Hidden Markov Random Field and ResNet 18', International Journal of Fuzzy System Applications, pp. 11-15, Jun 2022, DOI : https://doi.org/10.4018/IJFSA.296587 |
| 'Brain Tumor Detection and Classification Using Cycle Generative Adversarial Networks', Interdisciplinary Sciences: Computational Life Sciences, pp. 485-502, Feb 2022, DOI : https://doi.org/10.1007/s12539-022-00502-6 |
| 'A Deep Neural Network for Detecting Coronavirus Disease using Chest X-Ray Images', International Journal of Healthcare Information Systems and Informatics, pp. 1-27, Jan 2022, DOI : https://doi.org/10.4018/IJHISI.20220401.oa1 |
| 'Predicting Churn of Credit Card Customers Using Machine Learning and AutoML', International Journal of Information Technology Project Management (IJITPM), pp. 1-19, Jul 2022, DOI : https://doi.org/10.4018/IJITPM |
| 'AI Enabled Accident Detection and Alert System Using IoT and Deep Learning for Smart Cities', Sustainability, pp. 1-24, Jun 2022, DOI : https://doi.org/10.3390/su14137701 |
| 'Deep Learning Based Mathematical Model for Feature Extraction to Detect Corona Virus Disease using Chest X-ray Images', International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Feb 2021 |
| 'Review and potential for artificial intelligence in healthcare', International Journal of System Assurance Engineering and Management, Jul 2021 |
| 'Novel deep neural network technique for detecting environmental effect of COVID-19', Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, Jun 2021 |
|
| Full Papers in Conference Proceedings |
| 'AI-Based Daily, Weekly and Monthly Rain Forecasting by using Different Time Series Models', 2024 2nd World Conference on Communication and Computing, WCONF 2024, pp. 1-6, Jun 2024, DOI : https://doi.org/10.1109/WCONF61366.2024.10692235 |
| 'AI Based Job Recommedation System using BERT', International Conference on Computing Communication Control and Automation (ICCUBEA), pp. 1-6, Jan 2024, DOI : https://doi.org/10.1109/ICCUBEA58933.2023.10392119 |
| 'Automatic Motorcyclist Helmet Rule Violation Detection using YOLOv5', 2024 Asian Conference on Intelligent Technologies, ACOIT 2024, pp. 1-6, Sep 2024, DOI : https://doi.org/10.1109/ACOIT62457.2024.10939559 |
| 'Daily, Weekly and Monthly Rain Forecasting using Deep Learning', 3rd International Conference for Innovation in Technology, INOCON 2024, pp. 6-12, Mar 2024, DOI : https://doi.org/10.1109/INOCON60754.2024.10511700 |
| 'Deep Learning Based EV’s Charging Network Management', 5th International Conference on Machine Learning, Image Processing, Network Security, and Data Sciences, MIND 2023, pp. 55-62, Jun 2024, DOI : https://doi.org/10.1007/978-3-031-62217-5_5 |
| 'AI Based Potato and Tomato Leaf Disease Detection Using CNN and Pre-Trained Model', 2023 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), pp. 1-6, Jan 2024, DOI : https://doi.org/10.1109/ICCUBEA58933.2023.10392028 |
| 'Advancements in Air Quality Forecasting using Artificial Intelligence: A Comprehensive Analysis', 2024 Asia Pacific Conference on Innovation in Technology, APCIT 2024, pp. 1-6, Jul 2024, DOI : https://doi.org/10.1109/APCIT62007.2024.10673466 |
| 'Comparative Analysis of Economy-Based Multivariate Oil Price Prediction Using LSTM', Conference on Machine Learning, Image Processing, Network Security, and Data Sciences, MIND 2023, pp. 45-54, Mar 2024, DOI : https://doi.org/10.1007/978-3-031-62217-5_4 |
| 'Leveraging Big Data Analytics for Enhancing Corn, Tomato, and Pepper Crop Disease Detection in Ghana', 2024 3rd International Conference for Advancement in Technology, ICONAT 2024, pp. 1-6, Sep 2024, DOI : https://doi.org/10.1109/ICONAT61936.2024.10775034 |
| 'IoT based Soyabean Pest Classification using Transfer Learning and Explainable AI', Proceedings of CONECCT 2024 - 10th IEEE International Conference on Electronics, Computing and Communication Technologies, pp. 1-6, Jul 2024, DOI : https://doi.org/10.1109/CONECCT62155.2024.10677291 |
| 'Crop Yield Prediction Using Machine Learning Approaches', 5th International Conference on Machine Learning, Image Processing, Network Security, and Data Sciences, MIND 2023, pp. 63-74, Mar 2024, DOI : https://doi.org/10.1007/978-3-031-62217-5_6 |
| 'A Brain Tumor Detection and Classification Model on Roboflow dataset Using Inception RestNet50', Intelligent Computing and Emerging Communication Technologies, ICEC 2024, pp. 1-6, Nov 2024, DOI : https://doi.org/10.1109/ICEC59683.2024.10837217 |
| 'EfficientNet Convolutional Neural Network for Automated Cervical Spine Fracture Identification', 2024 6th International Conference on Computational Intelligence and Networks (CINE), pp. 12-18, Dec 2024, DOI : https://doi.org/10.1109/CINE63708.2024.10880887 |
| 'Empowering Informed Citizens: A Hybrid Model for Local Language Fake News Detection', 2024 Asia Pacific Conference on Innovation in Technology, APCIT 2024, pp. 1-6, Jul 2024, DOI : https://doi.org/10.1109/APCIT62007.2024.10673677 |
| 'Terrain Classification through Satellite Images using Deep Learning', 3rd International Conference for Advancement in Technology (ICONAT), pp. 1-6, Dec 2024, DOI : https://doi.org/10.1109/ICONAT61936.2024.10774638 |
| 'Enhancing Multimedia Accessibility: Automated Video Captioning and Translation System Using OpenAI Whisper', 2024 Asian Conference on Intelligent Technologies, ACOIT 2024, pp. 1-6, Sep 2024, DOI : https://doi.org/10.1109/ACOIT62457.2024.10939144 |
| 'Machine Learning Techniques for Sleep Disorder Classification and Sleep Quality Assessment', 2024 Asian Conference on Intelligent Technologies, ACOIT 2024, pp. 1-6, Sep 2024, DOI : https://doi.org/10.1109/ACOIT62457.2024.10939162 |
| 'Facial Emotion Recognition (FER) using Convolutional Neural Network (CNN)', 2nd International Conference on Machine Learning and Data Engineering, ICMLDE 2023, pp. 2079-2089, Apr 2024, DOI : https://doi.org/10.1016/j.procs.2024.04.197 |
| 'Machine Learning Based Hospital Mortality Prediction Using Synthetic Minority Oversampling Technique', 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-6, Feb 2023, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051590 |
| 'Stock Market Price Prediction through News Sentiment Analysis & Ensemble Learning', 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-6, Feb 2023, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051623 |
| 'Smart Photo Editor using Generative Adversarial Network: A Machine Learning Approach', 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-6, Feb 2023, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051480 |
| 'Deep Learning based Pest Classification in Soybean crop using Residual Network-50', IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-6, Feb 2023, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051424 |
| 'DDoS Detection using Deep Learning', , pp. 2420-2429, Jan 2023, DOI : https://doi.org/10.1016/j.procs.2023.01.217 |
| 'Customer Lifetime Value Prediction of an Insurance Company using Regression Models', 2023 International Conference for Advancement in Technology (ICONAT), pp. 120-136, Apr 2023, DOI : https://doi.org/10.1109/ICONAT57137.2023.10080805 |
| 'Combating Hate Speech on Q&A Forums with Machine Learning', 2023 World Conference on Communication & Computing (WCONF), pp. 15-22, Sep 2023, DOI : https://doi.org/10.1109/WCONF58270.2023.10235146 |
| 'Automatic Subjective Answer Evaluator Using BERT Model', International Conference on Innovative Computing and Communications, pp. 531-538, Jul 2023, DOI : https://doi.org/10.1007/978-981-99-3315-0_40 |
| 'Drug Quality Classification Using Sentiment Analysis of Drug Reviews', 2023 World Conference on Communication & Computing (WCONF), pp. 11-17, Sep 2023, DOI : https://doi.org/10.1109/WCONF58270.2023.10235160 |
| 'Summarization of Research Paper into a Presentation', International Conference on Innovative Computing and Communications, pp. 755-764, Jul 2023, DOI : https://doi.org/10.1007/978-981-99-3315-0_58 |
| 'Song playlist generator system based on Facial Expression and Song Mood', 1st IEEE International Conference on Artificial Intelligence and Machine Vision , Jan 2022 |
| 'Sarcasm Detection in News Headlines using Voted Classification', IC3-2022: Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing, pp. 208-212, Oct 2022, DOI : https://doi.org/10.1145/3549206.3549245 |
| 'Deep Learning approach for Intrusion Detection System', IEEE International Conference on Technology, Research, and Innovation for Betterment of Society, Apr 2022 |
| 'Solar Irradiation Forecasting – Comparative Analysis of Various Methods', IEEE International Conference on Technology, Research, and Innovation for Betterment of Society , Dec 2021 |
|
| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Combating Hate Speech on Q&A Forums with Machine Learning', 2023 World Conference on Communication and Computing, WCONF 2023, jul 2024 |
| 'Terrain Classification through Satellite Images using Deep Learning', 2024 3rd International Conference for Advancement in Technology, ICONAT 202, sep 2024 |
| 'IoT based Soyabean Pest Classification using Transfer Learning and Explainable AI', 10th IEEE International Conference on Electronics, Computing and Communication Technologies, jul 2024 |
| 'AI-Based Daily, Weekly and Monthly Rain Forecasting by using Different Time Series Models', 2024 2nd World Conference on Communication and Computing, WCONF 2024, jun 2024 |
| 'Empowering Informed Citizens: A Hybrid Model for Local Language Fake News Detection', 2024 Asia Pacific Conference on Innovation in Technology, APCIT 2024, jul 2024 |
| 'Advancements in Air Quality Forecasting using Artificial Intelligence: A Comprehensive Analysis', 2024 Asia Pacific Conference on Innovation in Technology, APCIT 2024, jul 2024 |
| 'Leveraging Big Data Analytics for Enhancing Corn, Tomato, and Pepper Crop Disease Detection in Ghana', International Conference for Advancement in Technology (ICONAT), sep 2024 |
| 'Automatic Subjective Answer Evaluator using BERT Model', International Conference of Innovative Computing and Communication, feb 2023 |
| 'Summarization of a Research Paper into Presentation', International Conference of Innovative Computing and Communication, feb 2023 |
| 'Machine Learning based Prototype design for rainfall forecasting ', Machine Intelligence and Data Science Applications, Dec 2022 |
| ' A Deep Learning based Framework for URL Phishing Detection', Machine Intelligence and Data Science Applications (, Dec 2022 |
| 'DDoS Detection using Deep Learning', International Conference on Machine Learning and Data Engineering, sep 2022 |
| 'Vision Transformer Outperforms Deep Convolutional Neural Network-based Model in Classifying X-ray Images', International Conference on Machine Learning and Data Engineering, sep 2022 |
| ' Song playlist generator system based on Facial Expression and Song Mood', IEEE International Conference on Artificial Intelligence and Machine Vision (AIMV), Sep 2021 |
|
|
|