國立高雄大學圖資館 |

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

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Applied intelligence and informaticsedited by Mufti Mahmud ... [et al.].
其他題名:	4th international conference, AII 2024, London, UK, December 18-20, 2024, revised selected papers /
其他題名:	AII 2024
其他作者:	Mahmud, Mufti.
團體作者:
出版者:	Cham :Springer Nature Switzerland :2025.
面頁冊數:	xvi, 522 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Computational intelligenceCongresses.
電子資源:	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 /
LDR:04952nmm a22003495a 4500 001 692827
003 DE-He213
005 20260308161859.0
006 m d
007 cr nn 008maaau
008 260622s2025 sz s 0 eng d
020 $a 9783032046574$q(electronic bk.)
020 $a 9783032046567$q(paper)
024 7 $a 10.1007/978-3-032-04657-4 $2 doi
035 $a 978-3-032-04657-4
040 $a GP $c GP
041 0 $a eng
050 4 $a Q342
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q342 $b .I61 2024
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Applied intelligence and informatics $h [electronic resource] : $b 4th international conference, AII 2024, London, UK, December 18-20, 2024, revised selected papers / $c edited by Mufti Mahmud ... [et al.].
246 3 $a AII 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xvi, 522 p. : $b ill. (chiefly col.), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2607
505 0 $a -- 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.
520 $a 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.
650 0 $a Computational intelligence $v Congresses. $3 384502
650 0 $a Computer science $3 252805
650 0 $a Information technology $3 244584
650 1 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computer Engineering and Networks. $3 913124
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 913134
650 2 4 $a Computers and Education. $3 274532
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
700 1 $a Mahmud, Mufti. $3 877215
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-3-032-04657-4
950 $a Artificial Intelligence (R0) (SpringerNature-85269)