Maglogiannis / Iliadis / Andreou Artificial Intelligence Applications and Innovations

21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings, Part II
Erscheinungsjahr 2025
ISBN: 978-3-031-96228-8
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 448 Seiten

Reihe: IFIP Advances in Information and Communication Technology

Zielgruppe

Research

Autoren/Hrsg.

Maglogiannis, Ilias

Iliadis, Lazaros

Andreou, Andreas

Papaleonidas, Antonios

Inhaltsverzeichnis

.- 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.