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

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 sec...

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Bibliographic Details
Other Authors: Marreiros, Goreti (Editor), Martins, Bruno (Editor), Paiva, Ana (Editor), Ribeiro, Bernardete (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2022, 2022
Edition:1st ed. 2022
Series:Lecture Notes in Artificial Intelligence
Subjects:
Computer Communication Networks
Artificial Intelligence
Application Software
Computer Networks 
Natural Language Processing (nlp)
Computer And Information Systems Applications
Natural Language Processing (computer Science)
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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100 1 |a Marreiros, Goreti  |e [editor] 
245 0 0 |a Progress in Artificial Intelligence  |h Elektronische Ressource  |b 21st EPIA Conference on Artificial Intelligence, EPIA 2022, Lisbon, Portugal, August 31–September 2, 2022, Proceedings  |c edited by Goreti Marreiros, Bruno Martins, Ana Paiva, Bernardete Ribeiro, Alberto Sardinha 
250 |a 1st ed. 2022 
260 |a Cham  |b Springer International Publishing  |c 2022, 2022 
300 |a XXVII, 809 p. 236 illus., 168 illus. in color  |b online resource 
505 0 |a 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 --  
505 0 |a Neural Question Generation for the Portuguese Language: A Preliminary Study -- Federated Search using Query Log Evidence 
505 0 |a 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 --  
505 0 |a 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 --  
505 0 |a 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 --  
505 0 |a 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 --  
505 0 |a 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 --  
653 |a Computer Communication Networks 
653 |a Artificial Intelligence 
653 |a Application software 
653 |a Computer networks  
653 |a Artificial intelligence 
653 |a Natural Language Processing (NLP) 
653 |a Computer and Information Systems Applications 
653 |a Natural language processing (Computer science) 
700 1 |a Martins, Bruno  |e [editor] 
700 1 |a Paiva, Ana  |e [editor] 
700 1 |a Ribeiro, Bernardete  |e [editor] 
041 0 7 |a eng  |2 ISO 639-2 
989 |b Springer  |a Springer eBooks 2005- 
490 0 |a Lecture Notes in Artificial Intelligence 
028 5 0 |a 10.1007/978-3-031-16474-3 
856 4 0 |u https://doi.org/10.1007/978-3-031-16474-3?nosfx=y  |x Verlag  |3 Volltext 
082 0 |a 006.3 
520 |a 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. 

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