Description

Book Synopsis

.- 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.

Artificial Intelligence Applications and Innovations

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    £123.49

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    Order before 4pm tomorrow for delivery by Wed 17 Jun 2026.

    A Hardback by Ilias Maglogiannis

    15 in stock


      View other formats and editions of Artificial Intelligence Applications and Innovations by Ilias Maglogiannis

      Publisher: Springer
      Publication Date: 27/07/2025
      ISBN13: 9783031962271, 978-3031962271
      ISBN10:

      Description

      Book Synopsis

      .- 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.

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