most citedBeyond classical and contemporary models: a transformative AI framework for student dropout prediction in distance learning using RAG, Prompt engineering, and Cross-modal fusion

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cs.LG2025

Contextual Attention-Based Multimodal Fusion of LLM and CNN for Sentiment Analysis

Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui

This paper introduces a novel approach for multimodal sentiment analysis on social media, particularly in the context of natural disasters, where understanding public sentiment is…

cs.LG2025

Dynamic Sparse Causal-Attention Temporal Networks for Interpretable Causality Discovery in Multivariate Time Series

Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui

Understanding causal relationships in multivariate time series (MTS) is essential for effective decision-making in fields such as finance and marketing, where complex dependencies…