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Author:   Ngoc Thanh Nguyen ,  Vu Dinh Duc Anh ,  Adrianna Kozierkiewicz ,  Sinh Nguyen Van
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032102089

ISBN 10:   3032102081
Pages:   513
Publication Date:   09 November 2025
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

.- Deep Learning Techniques. .- AERNN4RP: An Attention-Enriched Recurrent Neural Network for Rainfall Prediction. .- Drone-based Autonomous Navigation and Victim Detection Using Deep Learning Technique for Non-GPS In-Building Environments. .- Defensive Strategy for Explainability in Deep Neural Networks Under Adversarial Attacks. .- Balancing Water Quality using Efficient Deep Learning Configuration for Aquaponics Application. .- Comparative Analysis of CNN Architectures for Boxing Punch Detection. .- ResNet-Based Pandemic Keyword Spotting in Continuous Multilingual Speech: A Study in UNESCO’s Audio Messages for Rapid Health Response. .- SignBart – New approach with the skeleton sequence for Isolated Sign language Recognition. .- Semantic Communication with Transformer and Knowledge Distillation for Language Translation. .- Social Networks and Intelligent Systems. .- Will they spread it or unmask it? Designing a method for questionnaire specific data characterisation - study case on users’ reactance to fake news. .- Temporal Dynamic Networks in Infectious Disease Modeling: A review of Methods and Applications. .- GeeSanBhava: Sentiment Tagged Sinhala Music Video Comment Data Set. .- Natural Language Processing with Disaster Tweets: Predicting Crisis Events with Social Media Using Machine Learning. .- Large Language Model-Driven Approach for Automated Competency Knowledge Graph Construction in IT Domain. .- Computational Intelligence in Medical Applications. .- An Efficient Deep Learning-Based Pneumonia Detection Using Chest X-Ray Image Augmentation. .- Deep Neural Network for Early Parkinson’s Disease Detection from Offline Hand-drawing. .- Pathomic Signature for Stratification of Metastasis Risk in Colon Cancer. .- A Novel Hybrid Deep Learning Framework for Automated Malaria Parasite Detection in Microscopic Blood Smear Images. .- An Explainable AI-Based Breast Cancer Classification Combining Rule Sets and Deep Neural Networks. .- Data Mining and Machine Learning. .- Prediction of Real Estate Prices in 15 Largest Polish Cities Using Machine Learning. .- Automated Stock Trading With Q-Learning Algorithm. .- EpiPredict: A Smart Solution for Real-Time Epileptic Seizure Prediction and Alerts based on Machine Learning Models. .- Using Closed Frequent Itemsets To Explain Classification Tasks. .- Measuring Causal Effects of Online Medical Records on Medical Decision Making Using Causal Machine Learning. .- Machine learning-based Chat Bot for Diagnosing Depression: A Mental Disorder Illness. .- LogiDRS: Logical Reasoning using Discourse Relation Sense. .- From Networks to Circuits: A Structured Approach to AI Interpretability. .- Cybersecurity, Blockchain Technology and Internet of Things .- IVFDT: An Improved Very Fast Decision Tree Approach for Blockchain Data Stream Classification. .- HEMA – IDS: A Hybrid Multi Architecture Ensemble IDS for prediction of malicious network traffic. .- Secure IoT Healthcare: Federated Learning and Blockchain for Privacy-Preserving AI. .- Payload Image-Based Model for Automotive Intrusion Detection on STM32 Platform. .- WleAtNet: A Lightweight Deep Learning Model and Data Framework for Wireless Link Estimation in Resource-Constrained Internet of Things. .- Assessing the Performance Overhead of Firewall-based Intrusion Detection Systems on Home Computers. .- Stylometric and Embedding Synergy for Smishing Detection. .- Anomaly Detection in Industrial Ovens Using XGBoost and IoT Data.

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