東華大學圖書館 |

Artificial intelligence applications and innovations = 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings.. Part I /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Artificial intelligence applications and innovations/ edited by Ilias Maglogiannis ... [et al.].
Reminder of title:	20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings.
remainder title:	AIAI 2024
other author:	Maglogiannis, Ilias.
corporate name:	IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations
Published:	Cham :Springer Nature Switzerland : : 2024.,
Description:	xxvii, 376 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	A Novel Signature for Distinguishing Non-Lesional from Lesional Skin of Atopic Dermatitis Based on a Machine Learning Approach. -- Advanced Mortality Prediction in Adult ICU: Introducing a Deep Learning Approach in Healthcare. -- Advancing scRNA-seq Data Integration via a Novel Gene Selection Method. -- Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition. -- Enhancing Monkeypox Detection: A Machine Learning Approach to Symptom Analysis and Disease Prediction. -- Evaluation of Language Models for Multilabel Classification of Biomedical Texts. -- Higher-Order Adaptive Dynamical System Modelling of the Role of Epigenetics in Major Depressive Disorder. -- Human-In-The-Loop based Success Rate Prediction for Medical Crowdfunding. -- Hybrid Explanatory Interactive Machine Learning for Medical Diagnosis. -- Image-Based Human Action Recognition with Transfer Learning using Grad-CAM for Visualization. -- IRFold: An RNA Secondary Structure Prediction Approach. -- Machine Learning Models for Predicting Celiac Disease Based on Non-invasive Clinical Symptoms. -- Modeling Distributed and Flexible PHM System based on the Belief Function Theory. -- MTA-Net: a Multi-task Assisted Network for Whole-body Lymphoma Segmentation. -- Optimization of healthcare process management using machine learning. -- Revisiting the problem of missing values in high-dimensional data and feature selection effect. -- Semantic Modelling for Representation and Integration of Health Data from Wearable Devices. -- The Role of Epigenetics in OCD: a Multi-Order Adaptive Network Model for DNA-Methylation Pathways and the Development of OCD. -- Towards an Unbiased Classification of Chest X-ray Images using a RL Powered ACGAN Framework. -- Vision transformer based tokenization for enhanced breast cancer histopathological images classification. -- WristSense: A Wrist-wear Dataset for Identifying Aggressive Tendencies. -- A Network-based Intrusion Detection System based on widely used Cybersecurity Datasets and State of the Art ML techniques. -- Effective Machine Learning Techniques and API Realizations for Visualizing Fraud Detection in Customer Transactions. -- Enhancing Malware Detection through Machine Learning using XAI with SHAP Framework. -- Exploration of Ensemble Methods for Cyber Attack Detection in Cyber-Physical Systems. -- Local Community-Based Anomaly Detection in Graph Streams. -- Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud Detection.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-63211-2
ISBN:	9783031632112

Artificial intelligence applications and innovations = 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings.. Part I /
Artificial intelligence applications and innovations20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings.Part I /[electronic resource] :AIAI 2024edited by Ilias Maglogiannis ... [et al.]. - Cham :Springer Nature Switzerland :2024. - xxvii, 376 p. :ill. (some col.), digital ;24 cm. - IFIP advances in information and communication technology,7111868-422X ;. - IFIP advances in information and communication technology ;711..

A Novel Signature for Distinguishing Non-Lesional from Lesional Skin of Atopic Dermatitis Based on a Machine Learning Approach. -- Advanced Mortality Prediction in Adult ICU: Introducing a Deep Learning Approach in Healthcare. -- Advancing scRNA-seq Data Integration via a Novel Gene Selection Method. -- Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition. -- Enhancing Monkeypox Detection: A Machine Learning Approach to Symptom Analysis and Disease Prediction. -- Evaluation of Language Models for Multilabel Classification of Biomedical Texts. -- Higher-Order Adaptive Dynamical System Modelling of the Role of Epigenetics in Major Depressive Disorder. -- Human-In-The-Loop based Success Rate Prediction for Medical Crowdfunding. -- Hybrid Explanatory Interactive Machine Learning for Medical Diagnosis. -- Image-Based Human Action Recognition with Transfer Learning using Grad-CAM for Visualization. -- IRFold: An RNA Secondary Structure Prediction Approach. -- Machine Learning Models for Predicting Celiac Disease Based on Non-invasive Clinical Symptoms. -- Modeling Distributed and Flexible PHM System based on the Belief Function Theory. -- MTA-Net: a Multi-task Assisted Network for Whole-body Lymphoma Segmentation. -- Optimization of healthcare process management using machine learning. -- Revisiting the problem of missing values in high-dimensional data and feature selection effect. -- Semantic Modelling for Representation and Integration of Health Data from Wearable Devices. -- The Role of Epigenetics in OCD: a Multi-Order Adaptive Network Model for DNA-Methylation Pathways and the Development of OCD. -- Towards an Unbiased Classification of Chest X-ray Images using a RL Powered ACGAN Framework. -- Vision transformer based tokenization for enhanced breast cancer histopathological images classification. -- WristSense: A Wrist-wear Dataset for Identifying Aggressive Tendencies. -- A Network-based Intrusion Detection System based on widely used Cybersecurity Datasets and State of the Art ML techniques. -- Effective Machine Learning Techniques and API Realizations for Visualizing Fraud Detection in Customer Transactions. -- Enhancing Malware Detection through Machine Learning using XAI with SHAP Framework. -- Exploration of Ensemble Methods for Cyber Attack Detection in Cyber-Physical Systems. -- Local Community-Based Anomaly Detection in Graph Streams. -- Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud Detection.

This book constitutes the refereed proceedings of the 20th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2024, held in Corfu, Greece, during June 27-30, 2024. The 100 full papers and 8 short papers included in this book were carefully reviewed and selected from 213 submissions. The diverse nature of papers presented demonstrates the vitality of AI algorithms and approaches. It certainly proves the very wide range of AI applications as well.

ISBN: 9783031632112

Standard No.: 10.1007/978-3-031-63211-2doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334 / .I35 2024

Dewey Class. No.: 006.3

Artificial intelligence applications and innovations = 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings.. Part I /
LDR:04268nmm a2200349 a 4500 001 2372134
003 DE-He213
005 20240628124133.0
006 m d
007 cr nn 008maaau
008 241127s2024 sz s 0 eng d
020 $a 9783031632112 $q (electronic bk.)
020 $a 9783031632105 $q (paper)
024 7 $a 10.1007/978-3-031-63211-2 $2 doi
035 $a 978-3-031-63211-2
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334 $b .I35 2024
072 7 $a UY $2 bicssc
072 7 $a COM000000 $2 bisacsh
072 7 $a UY $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334 $b .I23 2024
111 2 $a IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations $n (20th : $d 2024 : $c Corfu, Greece) $3 3718635
245 1 0 $a Artificial intelligence applications and innovations $h [electronic resource] : $b 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings. $n Part I / $c edited by Ilias Maglogiannis ... [et al.].
246 3 $a AIAI 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a xxvii, 376 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a IFIP advances in information and communication technology, $x 1868-422X ; $v 711
505 0 $a A Novel Signature for Distinguishing Non-Lesional from Lesional Skin of Atopic Dermatitis Based on a Machine Learning Approach. -- Advanced Mortality Prediction in Adult ICU: Introducing a Deep Learning Approach in Healthcare. -- Advancing scRNA-seq Data Integration via a Novel Gene Selection Method. -- Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition. -- Enhancing Monkeypox Detection: A Machine Learning Approach to Symptom Analysis and Disease Prediction. -- Evaluation of Language Models for Multilabel Classification of Biomedical Texts. -- Higher-Order Adaptive Dynamical System Modelling of the Role of Epigenetics in Major Depressive Disorder. -- Human-In-The-Loop based Success Rate Prediction for Medical Crowdfunding. -- Hybrid Explanatory Interactive Machine Learning for Medical Diagnosis. -- Image-Based Human Action Recognition with Transfer Learning using Grad-CAM for Visualization. -- IRFold: An RNA Secondary Structure Prediction Approach. -- Machine Learning Models for Predicting Celiac Disease Based on Non-invasive Clinical Symptoms. -- Modeling Distributed and Flexible PHM System based on the Belief Function Theory. -- MTA-Net: a Multi-task Assisted Network for Whole-body Lymphoma Segmentation. -- Optimization of healthcare process management using machine learning. -- Revisiting the problem of missing values in high-dimensional data and feature selection effect. -- Semantic Modelling for Representation and Integration of Health Data from Wearable Devices. -- The Role of Epigenetics in OCD: a Multi-Order Adaptive Network Model for DNA-Methylation Pathways and the Development of OCD. -- Towards an Unbiased Classification of Chest X-ray Images using a RL Powered ACGAN Framework. -- Vision transformer based tokenization for enhanced breast cancer histopathological images classification. -- WristSense: A Wrist-wear Dataset for Identifying Aggressive Tendencies. -- A Network-based Intrusion Detection System based on widely used Cybersecurity Datasets and State of the Art ML techniques. -- Effective Machine Learning Techniques and API Realizations for Visualizing Fraud Detection in Customer Transactions. -- Enhancing Malware Detection through Machine Learning using XAI with SHAP Framework. -- Exploration of Ensemble Methods for Cyber Attack Detection in Cyber-Physical Systems. -- Local Community-Based Anomaly Detection in Graph Streams. -- Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud Detection.
520 $a This book constitutes the refereed proceedings of the 20th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2024, held in Corfu, Greece, during June 27-30, 2024. The 100 full papers and 8 short papers included in this book were carefully reviewed and selected from 213 submissions. The diverse nature of papers presented demonstrates the vitality of AI algorithms and approaches. It certainly proves the very wide range of AI applications as well.
650 0 $a Artificial intelligence $v Congresses. $3 606815
650 1 4 $a Computer Science. $3 626642
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Computer Engineering and Networks. $3 3538504
650 2 4 $a Computing Milieux. $3 893243
650 2 4 $a Computer Communication Networks. $3 775497
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 3538516
700 1 $a Maglogiannis, Ilias. $3 1619335
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a IFIP advances in information and communication technology ; $v 711. $3 3718642
856 4 0 $u https://doi.org/10.1007/978-3-031-63211-2
950 $a Computer Science (SpringerNature-11645)