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Author:   Mufti Mahmud ,  M. Mostafizur Rahman ,  M. Shamim Kaiser ,  Md. Atiqur Rahman Ahad
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032423474

ISBN 10:   3032423473
Pages:   484
Publication Date:   24 October 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

.- Emerging Applications of AI and Informatics .- Unsupervised Quantum Kernel Learning of Symmetry Protected Topological Phases via Geometric Tensor Weighting. .- Capacity-Constrained Multi-Robot Task Allocation via Quantum Approximate Optimisation: A Reproducible Benchmark on Solomon VRPTW C101. .- Explainable Variational Quantum Policy Gradient: SHAP-Based Interpretability of Quantum Reinforcement Learning Agents on CartPole. .- Human Interpretive Presence in AI-Assisted Qualitative Research: A Reproducible Workflow for Social and Emotional Learning (SEL). .- Modeling Progressive Neuronal Ablation in Biomimetic Hardware Spiking Neural Networks. .- An Assessment of Quantum Principal Component Analysis. .- Transfer Learning in Genetic Algorithms for Combinatorial Optimization Using Fitness Lineage. .- Generative AI for Inclusive Higher Education: Evaluating an Inclusive Education Toolkit for Improving Participation in Bangladeshi HE and TVET. .- Application of AI and Informatics in Healthcare .- Knowing When Not to Act: Toward Capability-Aware Healthcare AI. .- An Explainable Cleanlab-Guided Uncertainty-Based Active Learning Framework for Data-Efficient Parkinson’s Disease Classification. .- RetinaFusionNet: Gated Multimodal Fusion for Classifying Carotid Intima-Media Thickness. .- CARE-Lung: Calibrated, Cross-Validated Cycle-to-Patient Aggregation with Conformal Referral for Respiratory Sound Screening. .- Systematic Evaluation of Data Augmentation Strategies for Ordinal BI-RADS Classification in Breast Ultrasound. .- Assessing Dysarthric Speech Intelligibility via Generative Augmentation and Self-Supervised Linguistic Representations. .- A Comparative Evaluation of Machine Learning, Deep Learning, and Vision Transformer Models for Alzheimer’s Disease Classification. .- Explainable Multi-Model Attention-Based Deep Learning Algorithm for Brain Tumor Segmentation. .- Application of AI and Informatics in Pattern Recognition .- Patient-Guided Attention Gate for False-Negative-Aware Melanoma Detection Using Hybrid CNN-ViT Architecture on ISIC 2024 SLICE-3D. .- Evaluating Few-Shot Learning for Cherry Leaf Disease Classification in Real-World Agricultural Settings. .- Evidence From Within: Explainable YOLOv8 for Reproducible Brain Tumour Localisation. .- ColourMag: A Learning-Based Colour Magnification Framework for Remote Heart Rate Estimation. .- An Explainable Ensemble Deep Learning Model for Multiclass Skin Disease Classification Using Dermoscopic Images. .- Improving Underwater Marine Species Classification Through Imbalance-Aware Learning and Cross-Dataset Evaluation. .- Incongruity-Aware Sarcasm Detection. .- Calcification-Informed BI-RADS Categorization of Mammograms: A Combined Detection and Classification Approach. .- Application of AI and Informatics in Network, Security, and Analytics .- Agentic-DVC: Autonomous Software Risk Mitigation. .- Usage and Perceptions of Generative AI in Learning Among University Students in Bangladesh. .- Disaster Classification and Progression Detection from Social Media Data Using Deep Learning. .- An Explainable Hybrid Machine Learning Framework for Smart Irrigation Prediction and Anomaly-Aware Decision Support. .- Determination of PM2.5 from Distant Views: Across the Miles with Machine Learning. .- Federated Learning for Early Prediction of Cardiovascular Disease in Privacy-Constrained Healthcare Environments. .- Mapping Fiscal Landscapes: Understanding Public Sector Finances Through Data Visualisation.

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