Progress in Artificial Intelligence : 21st EPIA Conference on Artificial Intelligence, EPIA 2022, Lisbon, Portugal, August 31–September 2, 2022, Proceedings / edited by Goreti Marreiros, Bruno Martins, Ana Paiva, Bernardete Ribeiro, Alberto Sardinha.

Format:

Book

Contributor:

Marreiros, Goreti, editor.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 13566

Language:

English

Subjects (All):

Artificial intelligence.

Computer networks.

Application software.

Natural language processing (Computer science).

Artificial Intelligence.

Computer Communication Networks.

Computer and Information Systems Applications.

Natural Language Processing (NLP).

Local Subjects:

Artificial Intelligence.

Computer Communication Networks.

Computer and Information Systems Applications.

Natural Language Processing (NLP).

Physical Description:

1 online resource (818 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

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. .

Contents:

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

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

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.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Marreiros, Goreti Progress in Artificial Intelligence

ISBN:

9783031164743

3031164741

OCLC:

1344542375