Published "MLAPW: A framework to assess the impact of feature selection and sampling techniques on anti-pattern prediction using WSDL metrics" in Journal of Computer Languages, 2025
Published "Trusted Microservice Orchestration for Secure Edge Computing in Industrial Cyber-Physical Systems" in IEEE Network, 2025
Published "An empirical analysis on webservice antipattern prediction in different variants of machine learning perspective" in Scientific Reports, 2025
Published "VBSFL: A Robust Blockchained Split-Fed Learning Model for Secured Distributed Learning" in IEEE Transactions on Industrial Informatics, 2025
Published "Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: A Systematic Review of Task Formulations and Machine Learning Methods" in IEEE Transactions on Affective Computing, 2025
Presented multiple papers at international conferences in 2025 (e.g., DICTA, ICONIP) on topics including edge computing, split/federated learning, renewable energy forecasting, medical text simplification, and real-time structural crack detection