Unmesh Mandal

Unmesh Mandal serves as an Assistant Professor at the Department of Computer Science, Bidhan Chandra College, Rishra, Hooghly, West Bengal, India. He obtained his M.Sc. degree in Computer and Information Science from the University of Calcutta in 2014, followed by an M.Tech. degree in Computer Science and Engineering from the same university in 2016. He has teaching experience of more than 7 years. His research pursuits encompass a broad spectrum, focusing on areas such as Artificial Intelligence, Machine Learning, Deep Learning, as well as specialized domains like Time Series Analysis and Forecasting.

Publications

TABST: A Next-Gen AI Model Unveiling Personalized Recommendations and Targeted Marketing
TABST: A Next-Gen AI Model Unveiling Personalized Recommendations and Targeted Marketing
Diotima Nag, Unmesh Mandal. © 2024. 18 pages.
Recommendation systems (RS) are indispensable for personalized marketing, shaping user experiences in online shopping and OTT media. RS aims to deliver timely, relevant content...
Transformer Encoder-Based Deep Learning Model for Time Series Prediction: An Application to Weather Forecasting
Transformer Encoder-Based Deep Learning Model for Time Series Prediction: An Application to Weather Forecasting
Unmesh Mandal. © 2024. 31 pages.
Historical weather data shows time-sensitive patterns and exhibits seasonality and trends. Machine learning (ML) models can learn to identify these patterns and predict future...