5 papers
DAH-Net: A Dual-Attention Hybrid Network for Interpretable and Robust EEG-Based Emotion Recognition
S M Rakib UI Karim, Diponkor Bala, Wenyi Lu +2
EEG-based emotion recognition supports affective brain-computer interfaces and mental health monitoring yet remains challenged by signal complexity, subject variability, and limite…
Predicting Open Source Software Sustainability with Deep Temporal Neural Hierarchical Architectures and Explainable AI
S M Rakib Ul Karim, Wenyi Lu, Enock Kasaadha +1
Open Source Software (OSS) projects follow diverse lifecycle trajectories shaped by evolving patterns of contribution, coordination, and community engagement. Understanding these t…
Beyond Code Contributions: How Network Position, Temporal Bursts, and Code Review Activities Shape Contributor Influence in Large-Scale Open Source Ecosystems
S M Rakib Ul Karim, Wenyi Lu, Sean Goggins
Open source software (OSS) projects rely on complex networks of contributors whose interactions drive innovation and sustainability. This study presents a comprehensive analysis of…
Sentiment Analysis of Social Media Data for Predicting Consumer Behavior Trends Using Machine Learning
S M Rakib Ul Karim, Rownak Ara Rasul, Tunazzina Sultana
In the era of rapid technological advancement, social media platforms such as Twitter (X) have emerged as indispensable tools for gathering consumer insights, capturing diverse opi…
Open Source Software Lifecycle Classification: Developing Wrangling Techniques for Complex Sociotechnical Systems
Wenyi Lu, Enock Kasaadah, S M Rakib Ul Karim +2
Open source software is a rapidly evolving center for distributed work, and understanding the characteristics of this work across its different contexts is vital for informing poli…