Progress in Artificial Intelligence

21st EPIA Conference on Artificial Intelligence, EPIA 2022, Lisbon, Portugal, August 31–September 2, 2022, Proceedings

Häftad, Engelska, 2022

Av Goreti Marreiros, Bruno Martins, Ana Paiva, Bernardete Ribeiro, Alberto Sardinha

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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.

Produktinformation

Utgivningsdatum2022-09-13
Mått155 x 235 x undefined mm
SpråkEngelska
SerieLecture Notes in Artificial Intelligence
Antal sidor809
FörlagSpringer International Publishing AG
EAN9783031164736

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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 forthe 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 Learning-based Prediction - A case study in the Heart Attack Domain.- Backpropagation Through States: Training Neural Networks with Sequentially Semiseparable Weight Matrices.- A Generic Approach to Extend Interpretability of Deep Networks.- Cherry-picking meta-heuristic algorithms and parameters for real optimization problems.- On Developing Ethical AI.- IROBOT - Intelligent Robotics.- Exploiting Structures in Weight Matrices for Efficient Real-Time Drone Control with Neural Networks.- Deep Learning methods integration for improving Natural Interaction between humans and an assistant mobile robot in the context of autonomous navigation.- KDBI - Knowledge Discovery and Business Intelligence.- A Comparison of Automated Time Series Forecasting Tools for Smart Cities.- Novel Cluster Modeling for the Spatio-Temporal Analysis of Coastal Upwelling.- The Automation of Feature Generation with Domain Knowledge.- Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis.- MapIntel: Enhancing Competitive Intelligence Acquisition Through Embeddings and Visual Analytics.- A Learning-to-Rank Approach for Spare Parts Consumption in the Repair Process.- Uplift modeling using the Transform Outcome Approach.- A Service-Oriented Framework for ETL Implementation.- How are you riding? Transportation Mode Identification from Raw GPS Data.- KRR - Knowledge Representation and Reasoning.- Almost certain termination for ALC weakening.- A MaxSAT Solver based on Differential Evolution (preliminary report).- A Robust State Transition Function for Multi-agent Epistemic Systems.- Multi-adjoint lattice logic. Properties and query answering.- Skill Learning for Long-Horizon Sequential Tasks.- MASTA - Multi-Agent Systems: Theory and Applications.- Envy Freeness Up To One Item: Shall We Duplicate or Remove Resources?.- Learning to Cooperate with Completely Unknown Teammates.- Bringing Underused Learning Objects to the Light: A Multi-Agent based Approach.- TeMA - Text Mining and Applications.- xpanding UlyssesNER-Br Named Entity Recognition Corpus with Informal User-generated Text.- Neural Question Generation for the Portuguese Language: A Preliminary Study.- Federated Search using Query Log Evidence.