Artificial Intelligence Applications and Innovations

Artificial Intelligence Applications and Innovations

20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024, Proceedings, Part IV

Avlonitis, Markos; Iliadis, Lazaros; Maglogiannis, Ilias; Papaleonidas, Antonios; Macintyre, John

Springer International Publishing AG

07/2024

390

Dura

9783031632228

Pré-lançamento - envio 15 a 20 dias após a sua edição

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.- Deep Sleep Recognition Based on CNNs and Data Augmentation.

.- Gamified Crowd Management Utilizing AR and Computer Vision on the Edge.

.- KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach.

.- Using DCGANs and HOG+Patch-based CNN for Face Spoofing Mitigation.

.- Vertical Federated Image Segmentation.

.- A Machine Learning Approach for Points of Interest Extraction and Event Classification.

.- An Empirical Analysis of Data Reduction Techniques for k-NN Classification.

.- Controlling Popularity Bias in Sequential Recommendation Models.

.- Enhanced Item Recommendation via Graph Properties in Sparse Data.

.- Modeling the Air Conditioner Performance Tests using Artificial Neural Network Simulator (ANNS-AC).

.- Pattern Matching in Polyphonic Musical Sequences.

.- A Voting Approach for Explainable Classification with Rule Learning.

.- Dynamic Stacking Optimization in Unpredictable Environments : A Focus on Crane Scheduling.

.- FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations.

.- Optimizations for Learning from Linear Feedback Shift Register Variations with Artificial Neural Networks.

.- Path planning optimisation for multiple drones: Repositioning the Starting Point.

.- The Faculty Assignment Problem in Higher Education: A Shapley Value-based Approach.

.- A Multi-Scale Parallel Unsupervised Model For Multivariate Time Series Anomaly Detection.

.- Active Learning with Unfiltered Informativeness Technique for Object Detection.

.- Assist of AI in a Smart Learning Environment.

.- Finding Logical Vulnerability in Policies Using Three-Level Semantic Framework.

.- From Tweets to Reddit: Leveraging Semi-Supervised Domain Adaptation for Improving Data Filtering.

.- Retail store customer behavior analysis system: Design and Implementation.

.- A MARL-based Approach for Easing MAS Organization Engineering.

.- EVO: An Ontology for the Field of Electric Vehicles.

.- Incremental Conflict-based Search for Multi-agent Path Finding in Dynamic Environment.

.- Integrating LLMs in the engineering of a SAR ontology.

.- LFENav: LLM-based frontiers exploration for visual semantic navigation.
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Machine Learning;Anomaly Detection;Generative/Adversarial Neural Networks;Sentiment Analysis;Convolutional Neural Networks;Deep Learning;Biomedical;Fuzzy;Fuzzy Neural Networks;5G technologies;Recommendation systems;Bioinformatics;Big Data/AI;AI_Music composition;Semantic modeling;Image Analysis;Text Mining;Autoencoders;Robotics;Natural Language