An intelligent weather prediction system based on IOT Mrinmoy Sadhukhan, Sudakshina Dasgupta, Indrajit Bhattacharya Proceedings of 4th International Conference on 2021 Devices for Integrated Circuit Devic 2021, 2021 Drastically changes in climate conditions reflect an unpredictable behavior of weather which becomes a real problem in daily life. The conventional forecasting model reports some inaccurate forecasts due to noncompliance with the climatic dynamicity. This paper proposed an improved solution for weather monitoring using low-cost GPS-enabled IOT devices, connected with different sensors. The sensed information is stored in the server to predict the weather parameters such as temperature, humidity, air pressure, etc. of any defined application region of interest. Here, some soft computing tools like SVM, KNN, DNN, Ridge, Linear Regression, and ANN have been explored on these weather parameters and establishes a correlation between conditions in a prescribed geographical location for upcoming days.
RECENT SCHOLAR PUBLICATIONS
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An intelligent weather prediction system based on IoT M Sadhukhan, S Dasgupta, I Bhattacharya 2021 Devices for Integrated Circuit (DevIC), 528-532 , 2021 2021 Citations: 20
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MOST CITED SCHOLAR PUBLICATIONS
An intelligent weather prediction system based on IoT M Sadhukhan, S Dasgupta, I Bhattacharya 2021 Devices for Integrated Circuit (DevIC), 528-532 , 2021 2021 Citations: 20
Opinion classification at subtopic level from COVID vaccination-related tweets M Sadhukhan, P Bhattacherjee, T Mondal, S Dasgupta, I Bhattacharya Innovations in Systems and Software Engineering 21 (1), 215-226 , 2025 2025 Citations: 2
HybridFaceMaskNet: A Novel Facemask Detection Framework Using Hybrid Approach M Sadhukhan, I Bhattacharya Res. Sq, 1-7 , 2021 2021 Citations: 2
NarrArt: Multilingual Story Illustration with AI for English and Hindi Narratives M Sadhukhan, I Bhattacharya, P Dutta FIRE 2025 Working Notes , 2025 2025 Citations: 1
An Encoder–Decoder-Based Deep Learning Model for Segmenting Occlusion in the Lower Part of the Face M Sadhukhan, I Bhattacharya, P Dutta, K Roy Artificial Intelligence and Applications , 2025 2025
FUGAN: A GAN Based Facial Reconstructor for Accurate Unveiling of Hidden Faces M Sadhukhan, I Bhattacharya, P Dutta International Conference on Pattern Recognition, 114-129 , 2025 2025
CNN and Its Variants: A Survey on Diverse Object Classification Methods M Sadhukhan, I Bhattacharya, P Dutta International Conference on Frontiers in Computing and Systems, 75-88 , 2024 2024
An UAV Assisted Need Assessment and Prediction System for COVID-19 Vaccination M Sadhukhan, S Chowdhury, M Biswas, I Bhattacharya, S Dasgupta International Conference on Computational Intelligence in Communications and … , 2022 2022
