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Applied intelligence and informatics4th international conference, AII 2024, London, UK, December 18-20, 2024, revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Applied intelligence and informaticsedited by Mufti Mahmud ... [et al.].
Reminder of title:	4th international conference, AII 2024, London, UK, December 18-20, 2024, revised selected papers /
remainder title:	AII 2024
other author:	Mahmud, Mufti.
corporate name:
Published:	Cham :Springer Nature Switzerland :2025.
Description:	xvi, 522 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Computational intelligenceCongresses.
Online resource:	https://doi.org/10.1007/978-3-032-04657-4
ISBN:	9783032046574$q(electronic bk.)

Applied intelligence and informatics4th international conference, AII 2024, London, UK, December 18-20, 2024, revised selected papers /
Applied intelligence and informatics4th international conference, AII 2024, London, UK, December 18-20, 2024, revised selected papers /[electronic resource] :AII 2024edited by Mufti Mahmud ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xvi, 522 p. :ill. (chiefly col.), digital ;24 cm. - Communications in computer and information science,26071865-0937 ;. - Communications in computer and information science ;229..

-- Machine Learning Based Classification of Myopic Maculopathy. -- Alzheimer's Detection using XAI in Capsule Network & Post Detection Management with Portable Solution. -- Machine Learning-Based Optimization of FireDepartment Interventions in Ain, Doubs, and Yvelines in France. -- Comparative Analysis of Machine Learning Algorithms for Breast Cancer Prediction Using PCA-Based Feature Reduction. -- Deep Learning Approaches in EEG Analysis for Early Detection of Alzheimer's Disease and Mild Cognitive Impairment: A Mini Systematic Review. -- New Heuristics for Dominating Tree Problem. -- Semi-bidirectional RNNs: Making unidirectional RNNs as accurate as Bidirectional ones. -- A Comprehensive Study of Rainfall Prediction in Australia through Hybrid Machine Learning and Deep Learning Techniques. -- Feedforward Neural Network Assisted NILM Method Applied on Different Households and Appliance Groups with Selectable Balanced Data. -- Emotion Classification In-Context in Spanish. -- Multi-View Text Data Stream Clustering via Late Fusion. -- GalaFormer: towards unraveling of galaxy morphology. -- Explainable Boosting Machines for Lung Cancer Prediction and Explanation. -- Light Weight Graph Neural Network Models for PPG Signal Quality Assessment. -- Development of Machine Learning Models for EEG-Based Alzheimer's Diagnosis. -- Electrocardiogram Signal Quality Assessment Using Deep Learning Model. -- Autism Rehabilitation with Meltdown Prediction Using Facial Expression and Hand Gesture Detection. -- Enhancing Alzheimer's Disease Detection: A Hybrid Approach with CNNs and Vision Transformers. -- Multimodal Machine Learning for stress detection : A Revisit of Modality Selection. -- Application of AI and Informatics in Pattern Recognition. -- Utilising a novel multi-level multi-feature fusion approach to detect and diagnose Driver Fatigue in real-time. -- A Deep Learning based Potato Leaf Disease Detection System. -- Fijian ID Card Classification with Convolutional Neural Networks for Industrial Use. -- Two-Stage Tuning and Bayesian Optimization for the edRVFL Network. -- Shopping Recommendation Based on Profiling Customers Using Face Recognition and Association Rule Mining. -- Two robust statistical methods for describing textures in noisy images. -- Application of AI and Informatics in Network, Security and Analytics. -- Harvesting Insights: Unraveling Olive Dynamics and Climate Fluctuations through Regression and SHapley Additive explanations. -- Deep learning-based Image classification using segmented and superimposed leaf images. -- Enhancing Temporal Scoping in Knowledge Bases: Neural Network Approaches for Time Interval Incorporation Using Wikidata. -- Optimizing Lithium-ion Battery Recycling: Profits Unveiled through Explainable AI and Transportation Mode Analysis. -- Autonomous Rearranging Evaluation of a Room Based on Color Region Ratio. -- Development of a Machine Learning Classification Model for Improved Rainfall Prediction in Bangladesh. -- Forecasting Traffic Congestion Using Air Pollution Data: A Case Study of Casablanca, Morcco. -- A New Association Rule Mining Technique. -- A Privacy-Preserving Federated Learning Protocol for Multilayer Perceptrons.

This book constitutes the refereed post-conference proceedings of the Fourth International Conference on Applied Intelligence and Informatics, AII 2024, held in London, United Kingdom, during December 18-20, 2024. The 34 full papers included in these proceedings were carefully reviewed and selected from 118 submissions. They are organized in these topical sections as follows:Application of AI and Informatics in Pattern Recognition and Application of AI and Informatics in Network, Security,and Analytics.

ISBN: 9783032046574$q(electronic bk.)

Standard No.: 10.1007/978-3-032-04657-4doiSubjects--Topical Terms:

384502
Computational intelligence
--Congresses.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Applied intelligence and informatics4th international conference, AII 2024, London, UK, December 18-20, 2024, revised selected papers /
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