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Author:   Tolga Ensari ,  Akram Bennour ,  Bassem Bouaziz ,  Imad Rida
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032215819

ISBN 10:   3032215811
Pages:   424
Publication Date:   08 May 2026
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Not yet available  
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Table of Contents

.- Graph-Based Pattern Irregularity Detection Using GNNs and Spectral Deep Learning. .- Promoting Shape Bias in CNNs: Frequency-Based and Contrastive Regularization for Corruption  Robustness. .- Depth-Based Food Volume Estimation for Dietary Monitoring: a Case Study on Tunisian Cuisine. .- T2IE: Evaluating Text-to-Image Models Across Key Skills. .- AI-Based Traffic Forecasting in Telecom Core Networks. .- UNet3D-SER: a Residual and Attention-Enhanced 3D U-Net Architecture for Accurate  Multimodal Brain Tumor Segmentation. .- Squeeze and Excitation Network for Dementia Grades Prediction. .- Towards a Taxonomy of AI Methods for Detecting Events on Social Networks: a Synthesis of  Approaches and Challenges. .- FESLAR: Reducing Computational Overhead in Sign Language Avatar Reconstruction via  Motion-Aware Critical Frame Selection. .- TuniFood-Bio: a Bi-Modal Dataset for Healthy Tunisian Food Classification and Nutrition-Aware  Recommendation. .- A Hybrid CNN-Swin Transformer Model for Emotion Recognition from Facial Expressions in  Real-World Contexts. .- Self-Aware Malware Classification via Confidence-Guided Model Routing and Explainable  Feature Attribution. .- A Stereo Vision-Based Approach for Robust Scene Changes Detection. .- A Neuro-Explicit DNN-HMM Approach for Sleep Stage Classification: Enhancing Temporal  Modeling and Interpretability. .- DreamDiffGAN: Data Augmentation Approach for MRI Brain Tumor Classification Using Fine Tuned Stable Diffusion and a Discriminator. .- LLMs Vs Transformer Models: Which Approach is Crucial in Improving Arabic Sentiment  Analysis?. .- Reinforcement Learning for CVRPTW Decomposition and Optimization. .- 3D MRI Optimal Modality Combination for Brain Tumour Segmentation Using Transfer  Learning. .- Deep Expert: Domain-Specific Feature Extraction for Automated Knee Osteoarthritis Diagnosis  Using Deep Learning. .- Color Perception in Vision-Language Models: from Feature Extraction to Instruction Tuning  Methods. .- Depth-Aware Imputation of Missing Well Log Data: a Comparative Study on the Algerian  Reservoir Data. .- Pyramid Features for Improved Functional Data Classification. .- A Structure-Aware Classifier to Predict Heart Disease. .- Ontology-Driven Dynamic Kubernetes Cluster  Modeling. .- Water Optimization Models for July Irrigation in Arid Regions. .- AI-Powered Platform for Automated Quiz and Question Generation ""QuiGen"". .- Assessing and Improving e-Learning Platform Security in Africa: from Deep Vulnerability  Analysis to the Development of OSSEP LMS Security Framework. .- A Game-Theoretic Framework for Optimizing Pharmaceutical Pricing Negotiations Between  Governments and Private Insurers. .- Evolving Neural Architectures for Secure and Compliant Smart Contract Analysis. .- Machine Learning-Based Surrogate Modeling as a Foundation for a Seismic Digital Twin.

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