
Multi-Strategy Learning Environment
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This book presents selected papers from International Conference on Multi-Strategy Learning Environment (ICMSLE 2025), held at Graphic Era Hill University, Dehradun, India, during 26-27 February 2025. This book presents current research in machine learning techniques, deep learning theories and practices, interpretability and explainability of AI algorithms, game theory and learning, multi-strategy learning (MSL) in distributed and streaming environments, and adaptive data analysis and selective inference.
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Content
Enhancing Fake News Detection: A Conceptual Framework Integrating Transformer-Based Models with Multimodal Deep Learning.- Proposed Image Preprocessing Techniques for Enhanced Disease Detection in Tea Leaves.- Effective delineation of tumor from MRI using enhanced Flower Pollination Optimization Algorithm.-DDOS Attack Detection and Prevention Based on THC-SSL-DOS and Weka Machine Learning Tool.- LangBridge: A Framework for Indian Regional Language to English Translation.-AN AUTOMATED CLASSIFICATION SYSTEM FOR DEPRESSION DETECTION USING TEXT AND AUDIO ANALYSIS WITH MACHINE LEARNING.-Intelligent File Analysis and Protection System with AI-Driven Access Control and Multilayered Security.- ML-Based Systems for Identifying Hate Memes In Social Media.- Etc.
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