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Artificial Intelligence Applications and Innovations : 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings, Part II / / edited by Ilias Maglogiannis, Lazaros Iliadis, Andreas Andreou, Antonios Papaleonidas
| Artificial Intelligence Applications and Innovations : 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings, Part II / / edited by Ilias Maglogiannis, Lazaros Iliadis, Andreas Andreou, Antonios Papaleonidas |
| Autore | Maglogiannis Ilias |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (677 pages) |
| Disciplina | 004 |
| Altri autori (Persone) |
IliadisLazaros
AndreouAndreas PapaleonidasAntonios |
| Collana | IFIP Advances in Information and Communication Technology |
| Soggetto topico |
Computer science
Computer Science |
| ISBN | 9783031962288 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- A Fine-grained Actor-Based Autoencoder Model. -- Advanced IoT-AI Integration for Predictive Management of Positive Temperature Cold Storage Systems. -- AI-Driven Artistry - Transforming Guitar Design with Generative Models. -- An Integrated Convolutional & Transformer Architecture for Word-Based Handwriter Identification. -- Assessing Deep Learning Challenges in Lightweight AES Cryptanalysis. -- Border Gateway Protocol Hijacks and Anomalies Detection: A Graph-based Deep Learning Approach. -- Collaborative Split Federated Learning with Parallel Training and Aggregation. -- Comparison of Machine Learning and Deep Learning Models for Change of Direction Classification Using Engineered Features. -- Declarative, generic definition and effective implementation of transfer learning algorithms. -- Disaster Data Driven Forecasting for Preemptive Crisis Response. -- Domain Adaptation for Automated Tag Prediction in Competitive Programming. -- Enhancing Agricultural Disease Management: An Application of Deep Learning for Fusarium Head Blight Detection in Wheat Crops. -- Facial Expression Recognition Using Dual Direction Attention and Diffusion Models with Self-Supervised Learning. -- Imbalanced Graph Learning via Graph Attention Network and Variational Autoencoder. -- Insurance Claim Prediction Using Unbiased Confidence Guarantees. -- Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach. -- Leveraging Incremental Domain Adaptation in Olive Disease Detection. -- Machine Learning modeling of the impact of masonry infills’ in-plan irregularities’ on the R/C buildings’ damage response. -- Machine learning-powered customizable urban land use classification for high-resolution satellite imagery. -- MAtCHelper: An Automated Tool for Guiding in the Acceleration and Compression of Neural Networks. -- Multi-Model Data Transfer by Knowledge Distillation for Enhancing Precipitation Nowcasting. -- Reinforcement Learning for UPI Fraud Detection: Actor Critic Optimization Approach. -- Robust Zero-Watermarking of Medical Images based ResNet-50. -- Shoreline and Sea Level Changes Detection from Satellite Images Using Deep Learning. -- Towards Cross-Domain Anomaly Detection in Cyber-Physical Systems: A Hybrid Approach. -- A Content-Aware Collaborative Filtering Framework for Video Recommender Systems. -- A Personalised Music Recommendation System based on User’s Emotions. -- ColBic : a New Biclustering-based Collaborative Filtering. -- Cross-domain recommendations using attention and multitask learning. -- Enhancing Explainability in AI-Powered Data Retrieval Systems. -- Improving the Diversity and Fairness in Job Recommendations using the Stable Matching Algorithm. -- Personalized Hotel Recommendation System. |
| Record Nr. | UNINA-9911011645203321 |
Maglogiannis Ilias
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Artificial Intelligence Applications and Innovations : 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings, Part I / / edited by Ilias Maglogiannis, Lazaros Iliadis, Andreas Andreou, Antonios Papaleonidas
| Artificial Intelligence Applications and Innovations : 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings, Part I / / edited by Ilias Maglogiannis, Lazaros Iliadis, Andreas Andreou, Antonios Papaleonidas |
| Autore | Maglogiannis Ilias |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (749 pages) |
| Disciplina | 004 |
| Altri autori (Persone) |
IliadisLazaros
AndreouAndreas PapaleonidasAntonios |
| Collana | IFIP Advances in Information and Communication Technology |
| Soggetto topico |
Computer science
Artificial intelligence Computer Science Artificial Intelligence |
| ISBN | 3-031-96239-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- A Multi-Agent System Approach for Dynamic and Adaptive Daily Profile Detection in Building Data. -- Agile MLOps: Bridging the Gap Between Agility and Machine Learning Operations. -- Artificial Intelligence in Finnish and Swedish Workflows: A Comparative Survey of Micro- and Large-Scale Enterprises. -- Clustering by Limit-Cycles in Hopfield Neural Network. -- Enhancing Ransomware Detection Using Storage Access Pattern. -- Fault Detection in Inverter-Driven Permanent Magnet Synchronous Motor Systems using Semi-Supervised Learning. -- Fingerprint Minutiae-Based Cryptographic Key Generation: Towards Secure and Usable Authentication. -- Handling Anonymized Non-Numerical Features in Data using Transformations for Regression Models. -- Higher-Order Multi-Adaptive Neural Network Modeling of the Role of Epigenetics in Epilepsy. -- Historical Map Understanding Using End-to-end Methods. -- ICU Mechanical Ventilation Data Imputation. -- Immigration Detection in Multilanguage Tweets Using Machine Learning Algorithms. -- Integrating Artificial Intelligence and Digital Tools to Enhance Learning and Accessibility in Music Education. -- Interest-Based Pattern Mining For Deforestation Analysis in the Kroumiria Region, Tunisia. -- Large-to-Small: Energy Consumption Reduction of Training the Fully Connected Layers. -- Malware Detection through API Call Frequency: Assessing Early-Stage versus Full-Time Classification Potential. -- Metaheuristics-based Long Short-Term Memory Optimization for Emotion Classification. -- Multi-order Adaptive Dynamical System Modeling of the Role of Epigenetics in the Development of Hypomania. -- Off-Policy Inspired Imitation Learning for Generation of Adversarial Malware. -- PixelPath: Predicting UAV Trajectories in GPS-Restricted Environments Using Image Feature Extraction and Machine Learning. -- Predicting Vessel Arrival Time Using Machine Learning for Enhanced Port Efficiency and Optimal Berth Allocation. -- Semi-Supervised Learning for Early Certification Prediction in MOOCs. -- So-Connect: recommending layer-wise connections in social networks using SNN-DBSCAN. -- Time Series analysis using Memory Enhanced Liquid Neural Network. -- A Web-Based Information System For Medical Forensics Incorporating Generative AI in Reports Compilation. -- Explainable AI-Driven Feature Selection for Improved Intrusion Detection Systems in the Internet of Medical Things. -- Explainable Surface-Level Malware Analysis through Scalable and Accurate Feature Selection. -- Integrating AI and RDF Knowledge Graphs with MITRE ATT\&CK for CTI Insights. -- Markov-Enhanced Clustering for Long Document Summarization: Tackling the 'Lost in the Middle' Challenge with Large Language Models. -- Merged LIME and SHAP eXplanation (MLSX): BERT case in NER Task. -- OPJUSTICE - A Multi-label Text Classification Model. -- SHAKTI: A 2.5 BILLION PARAMETER SMALL LANGUAGE MODEL OPTIMIZED FOR EDGE AI AND LOW-RESOURCE ENVIRONMENTS. -- Unified Mental Health Disorder Detection on Social Media. |
| Record Nr. | UNINA-9911011772903321 |
|
Maglogiannis Ilias
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial Intelligence Applications and Innovations : 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings, Part IV / / edited by Ilias Maglogiannis, Lazaros Iliadis, Andreas Andreou, Antonios Papaleonidas
| Artificial Intelligence Applications and Innovations : 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings, Part IV / / edited by Ilias Maglogiannis, Lazaros Iliadis, Andreas Andreou, Antonios Papaleonidas |
| Autore | Maglogiannis Ilias |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (680 pages) |
| Disciplina | 004 |
| Altri autori (Persone) |
IliadisLazaros
AndreouAndreas PapaleonidasAntonios |
| Collana | IFIP Advances in Information and Communication Technology |
| Soggetto topico |
Computer science
Computer Science |
| ISBN | 3-031-96235-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- 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. |
| Record Nr. | UNINA-9911011649603321 |
|
Maglogiannis Ilias
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||