東華大學圖書館 |

Artificial intelligence applications and innovations = 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26-29, 2025 : proceedings.. Part IV /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Artificial intelligence applications and innovations/ edited by Ilias Maglogiannis ... [et al.].
Reminder of title:	21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26-29, 2025 : proceedings.
remainder title:	AIAI 2025
other author:	Maglogiannis, Ilias G.
corporate name:	IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xxx, 448 p. :ill., digital ;24 cm.
[NT 15003449]:	An Ensemble Approach to Predict Immunotherapy Efficacy in Non-Small Cell Lung Cancer using Digital Pathology. -- An Integrated System for the Texture Analysis of Prostate Ultrasound Images Based on Different Pre-processing Schemes. -- Automated Prostate Segmentation in Ultrasound Images Based on Different Pre-processing Schemes. -- Balancing Accuracy and Energy: the Impact of Window Size on Sensor-based Human Activity Recognition. -- Classifying cognitive states of Alzheimer's Disease with machine learning using digital biomarkers from the Bio-Hermes study cohort. -- Convolutional Autoencoder-based Dimensionality Reduction for EEG Microstate Analysis. -- DADA-MED: Data-Augmented Dual Attention Model for Enhanced Medication Recommendations. -- Diaphragmatic Motion Analysis in Neonates using Ultrasound Simulated Videos. -- Enhancing Sound-Based Sleep Quality Assessment by Multi-modal Knowledge Distillation. -- Exploring FIWARE-based Data Model for Data Sharing Platforms. -- Functional Connectivity Disruptions in Alzheimer's Disease: A Resting-State fMRI Classification Study. -- Incorporating Medical Assistants in eHealth Environments Using an Agentic RAG Approach. -- Normative Modeling of Functional Connectivity Alterations in Psychiatric Disorders and Chronic Pain: A Resting-State fMRI Approach. -- On the Interplay of Epigenetics, ADHD, Decision Making and Digital Media Usage: an Adaptive Dynamical System Modelling Approach. -- Optimized Machine Learning Models and Stacking Hybrid Approach for Chronic Kidney Disease Prediction. -- Optimizing Alzheimer's Detection: A Comparative Analysis of Pre-Processing Techniques and FreeSurfer Integration with EfficientNetV2S. -- Optimizing Life Insurance Risk Prediction: A Comparative Analysis of Traditional, Ensemble, and Deep Learning Models. -- Proteomics, Neuropsychological and Demographics Multi-Modal Machine Learning Approach to Alzheimer's Disease Prediction on the Bio-Hermes Study Cohort. -- Automating Industrial Quality Control: A Multimodal LLM and RAG Framework for Anomaly Detection. -- Benchmarking Vision Language Models on German Factual Data. -- Comparative Analysis and Evaluation of SLMs and LLMs for Stock Price Movement Prediction. -- Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models. -- Enhancing Cryptocurrency Sentiment Analysis with GPT-4: A Comparative Study. -- Large Language Model-based Federated Zero-Shot Learning for Intrusion Detection in Smart Grids. -- Leveraging Large Language Models for Emotion Recognition: Case of Employee Satisfaction Surveys. -- LLM-Based Automated Hallucination Detection in Multilingual Customer Service RAG Applications. -- Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval. -- Summarizing Online Discussions with Prototype Relation Networks Using Large Language Models. -- SurveyBot: A New Era of Web Survey Pretesting. -- Toward Safer and Trustworthy Chatbots in E-Commerce: An LLM-as-a-Judge Approach for Ethical Evaluation. -- Vulnerability Patch Prediction using LLM based Bert Model with Trustworthy AI Practice for Cyber Security Enhancement.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-96235-6
ISBN:	9783031962356

Artificial intelligence applications and innovations = 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26-29, 2025 : proceedings.. Part IV /
Artificial intelligence applications and innovations21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26-29, 2025 : proceedings.Part IV /[electronic resource] :AIAI 2025edited by Ilias Maglogiannis ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xxx, 448 p. :ill., digital ;24 cm. - IFIP advances in information and communication technology,7581868-422X ;. - IFIP advances in information and communication technology ;758..

An Ensemble Approach to Predict Immunotherapy Efficacy in Non-Small Cell Lung Cancer using Digital Pathology. -- An Integrated System for the Texture Analysis of Prostate Ultrasound Images Based on Different Pre-processing Schemes. -- Automated Prostate Segmentation in Ultrasound Images Based on Different Pre-processing Schemes. -- Balancing Accuracy and Energy: the Impact of Window Size on Sensor-based Human Activity Recognition. -- Classifying cognitive states of Alzheimer's Disease with machine learning using digital biomarkers from the Bio-Hermes study cohort. -- Convolutional Autoencoder-based Dimensionality Reduction for EEG Microstate Analysis. -- DADA-MED: Data-Augmented Dual Attention Model for Enhanced Medication Recommendations. -- Diaphragmatic Motion Analysis in Neonates using Ultrasound Simulated Videos. -- Enhancing Sound-Based Sleep Quality Assessment by Multi-modal Knowledge Distillation. -- Exploring FIWARE-based Data Model for Data Sharing Platforms. -- Functional Connectivity Disruptions in Alzheimer's Disease: A Resting-State fMRI Classification Study. -- Incorporating Medical Assistants in eHealth Environments Using an Agentic RAG Approach. -- Normative Modeling of Functional Connectivity Alterations in Psychiatric Disorders and Chronic Pain: A Resting-State fMRI Approach. -- On the Interplay of Epigenetics, ADHD, Decision Making and Digital Media Usage: an Adaptive Dynamical System Modelling Approach. -- Optimized Machine Learning Models and Stacking Hybrid Approach for Chronic Kidney Disease Prediction. -- Optimizing Alzheimer's Detection: A Comparative Analysis of Pre-Processing Techniques and FreeSurfer Integration with EfficientNetV2S. -- Optimizing Life Insurance Risk Prediction: A Comparative Analysis of Traditional, Ensemble, and Deep Learning Models. -- Proteomics, Neuropsychological and Demographics Multi-Modal Machine Learning Approach to Alzheimer's Disease Prediction on the Bio-Hermes Study Cohort. -- Automating Industrial Quality Control: A Multimodal LLM and RAG Framework for Anomaly Detection. -- Benchmarking Vision Language Models on German Factual Data. -- Comparative Analysis and Evaluation of SLMs and LLMs for Stock Price Movement Prediction. -- Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models. -- Enhancing Cryptocurrency Sentiment Analysis with GPT-4: A Comparative Study. -- Large Language Model-based Federated Zero-Shot Learning for Intrusion Detection in Smart Grids. -- Leveraging Large Language Models for Emotion Recognition: Case of Employee Satisfaction Surveys. -- LLM-Based Automated Hallucination Detection in Multilingual Customer Service RAG Applications. -- Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval. -- Summarizing Online Discussions with Prototype Relation Networks Using Large Language Models. -- SurveyBot: A New Era of Web Survey Pretesting. -- Toward Safer and Trustworthy Chatbots in E-Commerce: An LLM-as-a-Judge Approach for Ethical Evaluation. -- Vulnerability Patch Prediction using LLM based Bert Model with Trustworthy AI Practice for Cyber Security Enhancement.

This four-volume set constitutes the proceedings of the 21st IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2025, which was held in Limassol, Cyprus, during June 2025. The 123 full papers and 7 short papers were presented in this volume were carefully reviewed and selected from 303 submissions. They focus on ethical-moral AI aspects related to its Environmental impact, Privacy, Transparency, Bias, Discrimination and Fairness.

ISBN: 9783031962356

Standard No.: 10.1007/978-3-031-96235-6doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Artificial intelligence applications and innovations = 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26-29, 2025 : proceedings.. Part IV /
LDR:04907nmm a2200361 a 4500 001 2413273
003 DE-He213
005 20250623130230.0
006 m d
007 cr nn 008maaau
008 260205s2025 sz s 0 eng d
020 $a 9783031962356 $q (electronic bk.)
020 $a 9783031962349 $q (paper)
024 7 $a 10.1007/978-3-031-96235-6 $2 doi
035 $a 978-3-031-96235-6
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334
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 2025
111 2 $a IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations $n (21st : $d 2025 : $c Limassol, Cyprus) $3 3789193
245 1 0 $a Artificial intelligence applications and innovations $h [electronic resource] : $b 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26-29, 2025 : proceedings. $n Part IV / $c edited by Ilias Maglogiannis ... [et al.].
246 3 $a AIAI 2025
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xxx, 448 p. : $b ill., digital ; $c 24 cm.
338 $a online resource $b cr $2 rdacarrier
490 1 $a IFIP advances in information and communication technology, $x 1868-422X ; $v 758
505 0 $a An Ensemble Approach to Predict Immunotherapy Efficacy in Non-Small Cell Lung Cancer using Digital Pathology. -- An Integrated System for the Texture Analysis of Prostate Ultrasound Images Based on Different Pre-processing Schemes. -- Automated Prostate Segmentation in Ultrasound Images Based on Different Pre-processing Schemes. -- Balancing Accuracy and Energy: the Impact of Window Size on Sensor-based Human Activity Recognition. -- Classifying cognitive states of Alzheimer's Disease with machine learning using digital biomarkers from the Bio-Hermes study cohort. -- Convolutional Autoencoder-based Dimensionality Reduction for EEG Microstate Analysis. -- DADA-MED: Data-Augmented Dual Attention Model for Enhanced Medication Recommendations. -- Diaphragmatic Motion Analysis in Neonates using Ultrasound Simulated Videos. -- Enhancing Sound-Based Sleep Quality Assessment by Multi-modal Knowledge Distillation. -- Exploring FIWARE-based Data Model for Data Sharing Platforms. -- Functional Connectivity Disruptions in Alzheimer's Disease: A Resting-State fMRI Classification Study. -- Incorporating Medical Assistants in eHealth Environments Using an Agentic RAG Approach. -- Normative Modeling of Functional Connectivity Alterations in Psychiatric Disorders and Chronic Pain: A Resting-State fMRI Approach. -- On the Interplay of Epigenetics, ADHD, Decision Making and Digital Media Usage: an Adaptive Dynamical System Modelling Approach. -- Optimized Machine Learning Models and Stacking Hybrid Approach for Chronic Kidney Disease Prediction. -- Optimizing Alzheimer's Detection: A Comparative Analysis of Pre-Processing Techniques and FreeSurfer Integration with EfficientNetV2S. -- Optimizing Life Insurance Risk Prediction: A Comparative Analysis of Traditional, Ensemble, and Deep Learning Models. -- Proteomics, Neuropsychological and Demographics Multi-Modal Machine Learning Approach to Alzheimer's Disease Prediction on the Bio-Hermes Study Cohort. -- Automating Industrial Quality Control: A Multimodal LLM and RAG Framework for Anomaly Detection. -- Benchmarking Vision Language Models on German Factual Data. -- Comparative Analysis and Evaluation of SLMs and LLMs for Stock Price Movement Prediction. -- Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models. -- Enhancing Cryptocurrency Sentiment Analysis with GPT-4: A Comparative Study. -- Large Language Model-based Federated Zero-Shot Learning for Intrusion Detection in Smart Grids. -- Leveraging Large Language Models for Emotion Recognition: Case of Employee Satisfaction Surveys. -- LLM-Based Automated Hallucination Detection in Multilingual Customer Service RAG Applications. -- Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval. -- Summarizing Online Discussions with Prototype Relation Networks Using Large Language Models. -- SurveyBot: A New Era of Web Survey Pretesting. -- Toward Safer and Trustworthy Chatbots in E-Commerce: An LLM-as-a-Judge Approach for Ethical Evaluation. -- Vulnerability Patch Prediction using LLM based Bert Model with Trustworthy AI Practice for Cyber Security Enhancement.
520 $a This four-volume set constitutes the proceedings of the 21st IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2025, which was held in Limassol, Cyprus, during June 2025. The 123 full papers and 7 short papers were presented in this volume were carefully reviewed and selected from 303 submissions. They focus on ethical-moral AI aspects related to its Environmental impact, Privacy, Transparency, Bias, Discrimination and Fairness.
650 0 $a Artificial intelligence $v Congresses. $3 606815
650 1 4 $a Computer Science. $3 626642
700 1 $a Maglogiannis, Ilias G. $3 1008564
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 758. $3 3789202
856 4 0 $u https://doi.org/10.1007/978-3-031-96235-6
950 $a Computer Science (SpringerNature-11645)