图书简介
This book constitutes the proceedings of the 21st EPIA Conference on Artificial Intelligence, EPIA 2022, which took place in Lisbon, Portugal, in August/September 2022. The 64 papers presented in this volume were carefully reviewed and selected from 85 submissions. They were organized in topical sections as follows: AI4IS - Artificial Intelligence for Industry and Societies; AIL - Artificial Intelligence and Law; AIM - Artificial Intelligence in Medicine; AIPES - Artificial Intelligence in Power and Energy Systems; AITS - Artificial Intelligence in Transportation Systems; AmIA - Ambient Intelligence and Affective Environments; GAI - General AI; IROBOT - Intelligent Robotics; KDBI - Knowledge Discovery and Business Intelligence; KRR - Knowledge Representation and Reasoning; MASTA - Multi-Agent Systems: Theory and Applications; TeMA - Text Mining and Applications.
AI4IS - Artificial Intelligence for Industry and Societies.- Estimating the Temperature on the Reinforcing Bars of Composite Slabs Under Fire Conditions.- Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment.- AIL - Artificial Intelligence and Law.- Content-based Lawsuits Document Image Retrieval.- Lawsuits Document Images Processing Classification.- A rapid semi-automated literature review on legal precedents retrieval.- The European Draft Regulation on Artificial Intelligence: Houston, We Have a Problem.- Traffic Stops in the Age of Autonomous Vehicles.- UlyssesSD-Br: Stance Detection in Brazilian Political Polls.- Unraveling the algorithms for humanized digital work oriented artificial intelligence.- The compatibility of AI in criminal system with the ECHR and ECtHR jurisprudence.- Enriching legal knowledge through Intelligent Information Retrieval Techniques: a review.- AIM - Artificial Intelligence in Medicine.- Region of Interest Identification in the Cervical Digital Histology Images .- Region of Interest Identification in the Cervical Digital Histology Images .- Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography Scans.- Determining Internal Medicine Length of Stay by means of Predictive Analytics.- Improving the prediction of Age of Onset of TTR-FAP patients using graph-embedding features.- Cloud-based Privacy-preserving Medical Imaging System using Machine Learning Tools.- An Active Learning-based Medical Diagnosis System.- Comparative evaluation of classification indexes and outlier detection of microcytic anaemias in a Portuguese sample.- A General Preprocessing Pipeline for Deep Learning on Radiology Images: A COVID-19 Case Study.- AIPES - Artificial Intelligence in Power and Energy Systems.- Automatic Configuration of Genetic Algorithm for the Optimization of Electricity Market Participation using Sequential Model Algorithm Configuration.- Modeling stand-alone photovoltaic systems with Matlab/Simulink.- A Learning Approach to Improve the Selection of Forecasting Algorithms in an Office Building in Different Contexts.- AITS - Artificial Intelligence in Transportation Systems.- Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models.- Generating the Users Geographic Map Using Mobile Phone Data.- Driver Equitability and Customer Optimality in Intelligent Vehicle Applications.- Assessing Communication Strategies in C-ITS using n-Person Prisoner’s Dilemma.- On demand waste collection for smart cities: a case study.- AmIA - Ambient Intelligence and Affective Environments.- Lorawan Module for Measurement of Environmental Parameters and Control of Irrigation Systems for Agricultural and Livestock Facilities.- Lorawan Module for Measurement of Environmental Parameters and Control of Irrigation Systems for Agricultural and Livestock Facilities.- A review on supervised learning methodologies for detecting eating habits of diabetic patients.- Visualization of Physiological Response in the Context of Emotion Recognition.- GAI - General AI.- Effective Communication in Transition Care During Shift Change.- PAUL: An Algorithmic Composer for Classical Piano Music Supporting Multiple Complexity Levels.- Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture.- FIT: Using feature importance to teach classification tasks to unknown learners.- GANs for integration of deterministic model and observations in marine ecosystem.- he joint role of Batch Size and Query Strategy in Active Learn
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