Seminars

Highlights

 

Full List

Articles, Preprints, and Conference Proceedings

Longitudinal Abuse and Sentiment Analysis of Hollywood Movie Dialogues using LLMs
Rohitash Chandra, Guoxiang Ren, Group-H
arXiv
YouTube Video

A Machine Learning Framework for Handling Unreliable Absence Label and Class Imbalance for Marine Stinger Beaching Prediction
Amuche Ibenegbu, Amandine Schaeffer, Pierre Lafaye de Micheaux, Rohitash Chandra
arXiv
YouTube Video

Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems
Saman Forouzandeh, Pavel N. Krivitsky, Rohitash Chandra
arXiv
YouTube Video

Recursive Deep Learning Framework for Forecasting the Decadal World Economic Outlook
Tianyi Wang; Rodney Beard, John Hawkins, Rohitash Chandra
IEEE access
YouTube Video

Remote sensing framework for geological mapping via stacked autoencoders and clustering
Sandeep Nagar, Ehsan Farahbakhsh, Joseph Awange, Rohitash Chandra
Advances in Space Research
YouTube Video

Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputation
Omkar Kulkarni, Rohitash Chandra
arXiv
YouTube Video

Deepdive: Leveraging Pre-trained Deep Learning for Deep-Sea ROV Biota Identification in the Great Barrier Reef
Ratneel Deo, Cédric M. John, Chen Zhang, Kate Whitton, Tristan Salles, Jody M.Webste, RohitashChandra
Scientific Data
YouTube Video

Evaluation of Google Translate for Mandarin Chinese translation using sentiment and semantic analysis
Xuechun Wang, Rodney Beard, Rohitash Chandra
Arxive Paper
YouTube Video

A longitudinal sentiment analysis of Sinophobia during COVID-19 using large language models
Chen Wang, Rohitash Chandra
arXiv
YouTube Video

Pedestrian trajectory prediction using goal-driven and dynamics-based deep learning framework
Honghui Wang, Weiming Zhi, Gustavo Batista, Rohitash Chandra
Expert Systems with Applications
YouTube Video

Review of deep learning models for crypto price prediction: implementation and evaluation
Jingyang Wu, Xinyi Zhang, Fangyixuan Huang, Haochen Zhou, Rohtiash Chandra
arXiv
YouTube Video

Large language models for sentiment analysis of newspaper articles during COVID-19: The Guardian
Rohitash Chandra, Baicheng Zhu, Qingying Fang, Eka Shinjikashvili
arXiv
YouTube Video

A unified machine learning framework for basketball team roster construction: NBA and WNBA
Yuhao Ke, Ranran Bian, Rohitash Chandra
Applied Soft Computing
YouTube Video

Synergy of remote sensing data and machine learning for geological mapping
Hojat Shirmard, Ehsan Farahbakhsh, Elnaz Heidari, Amin Beiranvand Pour, Biswajeet Pradhan, Dietmar Müller, Rohitash Chandra,
MDPI Remote Sensing
YouTube Video

Variational Bayes deep learning for cyclones
Arpit Kapoor, Anshul Negi, Lucy Marshall, Rohitash Chandra
Environmental Modelling & Software
YouTube Video

Multi-Modal Deep Learning for Credit Rating Prediction Using Text and Numerical Data Streams
Mahsa Tavakoli, Rohitash Chandra, Fengrui Tian, Cristián Bravo
Applied Soft Computing
YouTube Video

ReefCoreSeg: A Clustering-Based Framework for Multi-Source Data Fusion for Segmentation of Reef Drill Cores
Ratneel Deo, Jody M. Webster, Tristan Salles, Rohitash Chandra
IEEE access
YouTube Video

Sequential reversible jump MCMC for dynamic Bayesian neural networks
Minh Nguyen, Minh-Ngoc Tran, Rohitash Chandra
Neurocomputing
YouTube Video

Physics informed neural networks for modelling respiratory system
Amit Krishan Kumar, Snigdha Jain, Shirin Jain, M. Ritam, Yuanqing Xia, Rohitash Chandra
Computer Methods and Programs in Biomedicine
YouTube Video

Managerial Ability and Just-in-Time Inventory Management
Kumari Ranjeeni, Cameron Truong, Ralph Kober
SSRN
YouTube Video

Semantic and Sentiment Analysis of Selected Bhagavad Gita Translations Using BERT-Based Language Framework
Rohitash Chandra, Venkatesh Kulkarni
IEEE Access
YouTube Video

Global COVID-19 Twitter dataset and language models for sentiment analysis and topic modelling
Rohitash Chandra, Aswin Krishna
PLOS ONE
YouTube Video