Artificial Intelligence Research and Development :: Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence /
"Artificial intelligence has now become an indispensible tool at the centre of problem-solving in a huge range of digital technologies, and remains one of the most vibrant topics for discussion and research. This book presents a compilation of the articles presented at the 22nd (2019) edition o...
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Format: | Elektronisch Tagungsbericht E-Book |
Sprache: | English |
Veröffentlicht: |
Amsterdam, The Netherlands :
IOS Press,
[2019]
|
Schriftenreihe: | Frontiers in artificial intelligence and applications ;
v. 319. |
Schlagworte: | |
Online-Zugang: | Volltext |
Zusammenfassung: | "Artificial intelligence has now become an indispensible tool at the centre of problem-solving in a huge range of digital technologies, and remains one of the most vibrant topics for discussion and research. This book presents a compilation of the articles presented at the 22nd (2019) edition of the International Conference of the Catalan Association for Artificial Intelligence (CCIA), held in Mallorca, Spain, from 23 - 25 October 2019. This annual conference is an international event that serves as a meeting point for researchers into artificial intelligence based in the area of the Catalan speaking territories and for researchers from around the world. The book is divided into 8 sections. The first contains summaries of the 3 invited talks presented at the conference: 'New methods for fusing information and the computational brain', by Javier Fernandez; 'From correlation to imagination: Deep generative models for artificial intelligence' by Joan Serrà; and 'Explainable AI' by Anna Monreale. The remaining 7 sections contain 47 papers covering ethics and E-governance; machine learning; constraints and SAT, optimization and fuzzy; data science, recommender systems and decision support systems; agent-based and multi-agent systems; computer vision; and sentiment analysis and text analysis. The book provides an overview of the latest developments in the field, and as such will be of interest to all those whose work involves the study and application of artificial intelligence"-- |
Beschreibung: | 1 online resource |
Bibliographie: | Includes bibliographical references and indexes. |
ISBN: | 9781643680156 1643680153 |
ISSN: | 1879-8314 ; |
Internformat
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245 | 1 | 0 | |a Artificial Intelligence Research and Development : |b Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / |c edited by Jordi Sabater-Mir, Vicenç Torra, Isabel Aguiló and Manuel González-Hidalgo. |
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490 | 1 | |a Frontiers in artificial intelligence and applications, |x 1879-8314 ; |v volume 319 | |
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504 | |a Includes bibliographical references and indexes. | ||
505 | 0 | |a Intro; Title Page; Preface; Conference Organization; Contents; Invited Talks; New Methods for Fusing Information and the Computational Brain; From Correlation to Imagination: Deep Generative Models for Artificial Intelligence; Explainable AI; Ethics and E-Governance; Citizen Support Aggregation Methods for Participatory Platforms; From Games to Moral Agents: Towards a Model for Moral Actions; The Good, the Bad and the Robot: Projecting Attitudes into A.I.; Machine Learning; Random Forest as a Tumour Genetic Marker Extractor | |
505 | 8 | |a An Android Malware Detection Framework Using Graph Embeddings and Convolutional Neural NetworksConvergent Stochastic Almost Natural Gradient Descent; Feature Discriminativity Estimation in CNNs for Transfer Learning; Automatic Interval Selection on LA-ICPMS Isotopic Profiles Using an Extreme Learning Machine (ELM) Network; Speeding up Reinforcement Learning by Combining Attention and Agency Features; Variational Importance Sampling: Initial Findings; Convolutional Neural Network Training with Dynamic Epoch Ordering | |
505 | 8 | |a A Comparison of Autonomous Vehicle Navigation Simulators Under Regulatory and Reinforcement Learning ConstraintsFrom Batch to Online Learning Using Copies; On the Use of Interpretable CNN for Personality Trait Recognition from Audio; Food Places Classification in Egocentric Images Using Siamese Neural Networks; Cloud Type Distinction Based on CNN: An Aid for Short-Term Weather Forecast; Application of CBR for Intelligent Process Control of a WWTP; Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients | |
505 | 8 | |a Fish Size Estimation from Instance Segmentation Results Obtained with a Deep Convolutional NetworkConstraints and SAT, Optimization and Fuzzy; A Study on Implied Constraints in a MaxSAT Approach to B2B Problems; Optimising Participatory Budget Allocation: The Decidim Use Case; Revisiting a Functional Inequality on Fuzzy Implication Functions Related to the Inclusion of Fuzzy Sets; Phase Transition in Realistic Random SAT Models; A Fuzzy Decision-Aiding Approach to Implement Sustainable Marine Itineraries; Surface Reparametrization Based on Arithmetic Means and Fuzzy Techniques | |
505 | 8 | |a Data Science, Recommender Systems and Decision Support SystemsDistance-Aware Event Recommendation in Event-Based Social Networks; Effect of the Data Tensorization on the Recovery of Bursts of Missing Values. An Application in Water Networks; Measuring Rating Exigency: Identifying Relevant Consumer Reviews; Diet4You: A Personal Intelligent Recommender for Diets from a Holistic Perspective; User Profile Analysis in Reddit Debates; History and Opinion Collaborative Recommender: An Approach for Social Recommendations; Preference Modeling Tools for the Decision Support Method ELECTRE-III-H | |
520 | |a "Artificial intelligence has now become an indispensible tool at the centre of problem-solving in a huge range of digital technologies, and remains one of the most vibrant topics for discussion and research. This book presents a compilation of the articles presented at the 22nd (2019) edition of the International Conference of the Catalan Association for Artificial Intelligence (CCIA), held in Mallorca, Spain, from 23 - 25 October 2019. This annual conference is an international event that serves as a meeting point for researchers into artificial intelligence based in the area of the Catalan speaking territories and for researchers from around the world. The book is divided into 8 sections. The first contains summaries of the 3 invited talks presented at the conference: 'New methods for fusing information and the computational brain', by Javier Fernandez; 'From correlation to imagination: Deep generative models for artificial intelligence' by Joan Serrà; and 'Explainable AI' by Anna Monreale. The remaining 7 sections contain 47 papers covering ethics and E-governance; machine learning; constraints and SAT, optimization and fuzzy; data science, recommender systems and decision support systems; agent-based and multi-agent systems; computer vision; and sentiment analysis and text analysis. The book provides an overview of the latest developments in the field, and as such will be of interest to all those whose work involves the study and application of artificial intelligence"-- |c Provided by publisher. | ||
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Datensatz im Suchindex
DE-BY-FWS_katkey | ZDB-4-EBA-on1127567496 |
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adam_text | |
any_adam_object | |
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author2_role | edt |
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author_GND | http://id.loc.gov/authorities/names/nb2012007432 |
author_corporate | Catalonian Conference on AI Majorca, Spain |
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author_facet | Sabater-Mir, Jordi Catalonian Conference on AI Majorca, Spain |
author_sort | Catalonian Conference on AI Majorca, Spain |
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contents | Intro; Title Page; Preface; Conference Organization; Contents; Invited Talks; New Methods for Fusing Information and the Computational Brain; From Correlation to Imagination: Deep Generative Models for Artificial Intelligence; Explainable AI; Ethics and E-Governance; Citizen Support Aggregation Methods for Participatory Platforms; From Games to Moral Agents: Towards a Model for Moral Actions; The Good, the Bad and the Robot: Projecting Attitudes into A.I.; Machine Learning; Random Forest as a Tumour Genetic Marker Extractor An Android Malware Detection Framework Using Graph Embeddings and Convolutional Neural NetworksConvergent Stochastic Almost Natural Gradient Descent; Feature Discriminativity Estimation in CNNs for Transfer Learning; Automatic Interval Selection on LA-ICPMS Isotopic Profiles Using an Extreme Learning Machine (ELM) Network; Speeding up Reinforcement Learning by Combining Attention and Agency Features; Variational Importance Sampling: Initial Findings; Convolutional Neural Network Training with Dynamic Epoch Ordering A Comparison of Autonomous Vehicle Navigation Simulators Under Regulatory and Reinforcement Learning ConstraintsFrom Batch to Online Learning Using Copies; On the Use of Interpretable CNN for Personality Trait Recognition from Audio; Food Places Classification in Egocentric Images Using Siamese Neural Networks; Cloud Type Distinction Based on CNN: An Aid for Short-Term Weather Forecast; Application of CBR for Intelligent Process Control of a WWTP; Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients Fish Size Estimation from Instance Segmentation Results Obtained with a Deep Convolutional NetworkConstraints and SAT, Optimization and Fuzzy; A Study on Implied Constraints in a MaxSAT Approach to B2B Problems; Optimising Participatory Budget Allocation: The Decidim Use Case; Revisiting a Functional Inequality on Fuzzy Implication Functions Related to the Inclusion of Fuzzy Sets; Phase Transition in Realistic Random SAT Models; A Fuzzy Decision-Aiding Approach to Implement Sustainable Marine Itineraries; Surface Reparametrization Based on Arithmetic Means and Fuzzy Techniques Data Science, Recommender Systems and Decision Support SystemsDistance-Aware Event Recommendation in Event-Based Social Networks; Effect of the Data Tensorization on the Recovery of Bursts of Missing Values. An Application in Water Networks; Measuring Rating Exigency: Identifying Relevant Consumer Reviews; Diet4You: A Personal Intelligent Recommender for Diets from a Holistic Perspective; User Profile Analysis in Reddit Debates; History and Opinion Collaborative Recommender: An Approach for Social Recommendations; Preference Modeling Tools for the Decision Support Method ELECTRE-III-H |
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dewey-raw | 006.3 |
dewey-search | 006.3 |
dewey-sort | 16.3 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
format | Electronic Conference Proceeding eBook |
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series2 | Frontiers in artificial intelligence and applications, |
spelling | Catalonian Conference on AI (2019 : Majorca, Spain), author. Artificial Intelligence Research and Development : Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / edited by Jordi Sabater-Mir, Vicenç Torra, Isabel Aguiló and Manuel González-Hidalgo. Amsterdam, The Netherlands : IOS Press, [2019] 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Frontiers in artificial intelligence and applications, 1879-8314 ; volume 319 Online resource; title from PDF title page (EBSCO, viewed November 15, 2019). Includes bibliographical references and indexes. Intro; Title Page; Preface; Conference Organization; Contents; Invited Talks; New Methods for Fusing Information and the Computational Brain; From Correlation to Imagination: Deep Generative Models for Artificial Intelligence; Explainable AI; Ethics and E-Governance; Citizen Support Aggregation Methods for Participatory Platforms; From Games to Moral Agents: Towards a Model for Moral Actions; The Good, the Bad and the Robot: Projecting Attitudes into A.I.; Machine Learning; Random Forest as a Tumour Genetic Marker Extractor An Android Malware Detection Framework Using Graph Embeddings and Convolutional Neural NetworksConvergent Stochastic Almost Natural Gradient Descent; Feature Discriminativity Estimation in CNNs for Transfer Learning; Automatic Interval Selection on LA-ICPMS Isotopic Profiles Using an Extreme Learning Machine (ELM) Network; Speeding up Reinforcement Learning by Combining Attention and Agency Features; Variational Importance Sampling: Initial Findings; Convolutional Neural Network Training with Dynamic Epoch Ordering A Comparison of Autonomous Vehicle Navigation Simulators Under Regulatory and Reinforcement Learning ConstraintsFrom Batch to Online Learning Using Copies; On the Use of Interpretable CNN for Personality Trait Recognition from Audio; Food Places Classification in Egocentric Images Using Siamese Neural Networks; Cloud Type Distinction Based on CNN: An Aid for Short-Term Weather Forecast; Application of CBR for Intelligent Process Control of a WWTP; Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients Fish Size Estimation from Instance Segmentation Results Obtained with a Deep Convolutional NetworkConstraints and SAT, Optimization and Fuzzy; A Study on Implied Constraints in a MaxSAT Approach to B2B Problems; Optimising Participatory Budget Allocation: The Decidim Use Case; Revisiting a Functional Inequality on Fuzzy Implication Functions Related to the Inclusion of Fuzzy Sets; Phase Transition in Realistic Random SAT Models; A Fuzzy Decision-Aiding Approach to Implement Sustainable Marine Itineraries; Surface Reparametrization Based on Arithmetic Means and Fuzzy Techniques Data Science, Recommender Systems and Decision Support SystemsDistance-Aware Event Recommendation in Event-Based Social Networks; Effect of the Data Tensorization on the Recovery of Bursts of Missing Values. An Application in Water Networks; Measuring Rating Exigency: Identifying Relevant Consumer Reviews; Diet4You: A Personal Intelligent Recommender for Diets from a Holistic Perspective; User Profile Analysis in Reddit Debates; History and Opinion Collaborative Recommender: An Approach for Social Recommendations; Preference Modeling Tools for the Decision Support Method ELECTRE-III-H "Artificial intelligence has now become an indispensible tool at the centre of problem-solving in a huge range of digital technologies, and remains one of the most vibrant topics for discussion and research. This book presents a compilation of the articles presented at the 22nd (2019) edition of the International Conference of the Catalan Association for Artificial Intelligence (CCIA), held in Mallorca, Spain, from 23 - 25 October 2019. This annual conference is an international event that serves as a meeting point for researchers into artificial intelligence based in the area of the Catalan speaking territories and for researchers from around the world. The book is divided into 8 sections. The first contains summaries of the 3 invited talks presented at the conference: 'New methods for fusing information and the computational brain', by Javier Fernandez; 'From correlation to imagination: Deep generative models for artificial intelligence' by Joan Serrà; and 'Explainable AI' by Anna Monreale. The remaining 7 sections contain 47 papers covering ethics and E-governance; machine learning; constraints and SAT, optimization and fuzzy; data science, recommender systems and decision support systems; agent-based and multi-agent systems; computer vision; and sentiment analysis and text analysis. The book provides an overview of the latest developments in the field, and as such will be of interest to all those whose work involves the study and application of artificial intelligence"-- Provided by publisher. Artificial intelligence Congresses. Intelligence artificielle Congrès. Artificial intelligence fast Congress https://id.nlm.nih.gov/mesh/D016423 proceedings (reports) aat Conference papers and proceedings fast Conference papers and proceedings. lcgft http://id.loc.gov/authorities/genreForms/gf2014026068 Actes de congrès. rvmgf Sabater-Mir, Jordi, editor. http://id.loc.gov/authorities/names/nb2012007432 Print version: Catalonian Conference on AI (2019 : Majorca, Spain) author. Artificial Intelligence Research and Development. Amsterdam, The Netherlands : IOS Press, [2019] 1643680145 9781643680149 (OCoLC)1119764534 Frontiers in artificial intelligence and applications ; v. 319. 1879-8314 http://id.loc.gov/authorities/names/n92019289 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2294668 Volltext |
spellingShingle | Artificial Intelligence Research and Development : Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / Frontiers in artificial intelligence and applications ; Intro; Title Page; Preface; Conference Organization; Contents; Invited Talks; New Methods for Fusing Information and the Computational Brain; From Correlation to Imagination: Deep Generative Models for Artificial Intelligence; Explainable AI; Ethics and E-Governance; Citizen Support Aggregation Methods for Participatory Platforms; From Games to Moral Agents: Towards a Model for Moral Actions; The Good, the Bad and the Robot: Projecting Attitudes into A.I.; Machine Learning; Random Forest as a Tumour Genetic Marker Extractor An Android Malware Detection Framework Using Graph Embeddings and Convolutional Neural NetworksConvergent Stochastic Almost Natural Gradient Descent; Feature Discriminativity Estimation in CNNs for Transfer Learning; Automatic Interval Selection on LA-ICPMS Isotopic Profiles Using an Extreme Learning Machine (ELM) Network; Speeding up Reinforcement Learning by Combining Attention and Agency Features; Variational Importance Sampling: Initial Findings; Convolutional Neural Network Training with Dynamic Epoch Ordering A Comparison of Autonomous Vehicle Navigation Simulators Under Regulatory and Reinforcement Learning ConstraintsFrom Batch to Online Learning Using Copies; On the Use of Interpretable CNN for Personality Trait Recognition from Audio; Food Places Classification in Egocentric Images Using Siamese Neural Networks; Cloud Type Distinction Based on CNN: An Aid for Short-Term Weather Forecast; Application of CBR for Intelligent Process Control of a WWTP; Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients Fish Size Estimation from Instance Segmentation Results Obtained with a Deep Convolutional NetworkConstraints and SAT, Optimization and Fuzzy; A Study on Implied Constraints in a MaxSAT Approach to B2B Problems; Optimising Participatory Budget Allocation: The Decidim Use Case; Revisiting a Functional Inequality on Fuzzy Implication Functions Related to the Inclusion of Fuzzy Sets; Phase Transition in Realistic Random SAT Models; A Fuzzy Decision-Aiding Approach to Implement Sustainable Marine Itineraries; Surface Reparametrization Based on Arithmetic Means and Fuzzy Techniques Data Science, Recommender Systems and Decision Support SystemsDistance-Aware Event Recommendation in Event-Based Social Networks; Effect of the Data Tensorization on the Recovery of Bursts of Missing Values. An Application in Water Networks; Measuring Rating Exigency: Identifying Relevant Consumer Reviews; Diet4You: A Personal Intelligent Recommender for Diets from a Holistic Perspective; User Profile Analysis in Reddit Debates; History and Opinion Collaborative Recommender: An Approach for Social Recommendations; Preference Modeling Tools for the Decision Support Method ELECTRE-III-H Artificial intelligence Congresses. Intelligence artificielle Congrès. Artificial intelligence fast |
subject_GND | https://id.nlm.nih.gov/mesh/D016423 http://id.loc.gov/authorities/genreForms/gf2014026068 |
title | Artificial Intelligence Research and Development : Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / |
title_auth | Artificial Intelligence Research and Development : Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / |
title_exact_search | Artificial Intelligence Research and Development : Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / |
title_full | Artificial Intelligence Research and Development : Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / edited by Jordi Sabater-Mir, Vicenç Torra, Isabel Aguiló and Manuel González-Hidalgo. |
title_fullStr | Artificial Intelligence Research and Development : Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / edited by Jordi Sabater-Mir, Vicenç Torra, Isabel Aguiló and Manuel González-Hidalgo. |
title_full_unstemmed | Artificial Intelligence Research and Development : Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / edited by Jordi Sabater-Mir, Vicenç Torra, Isabel Aguiló and Manuel González-Hidalgo. |
title_short | Artificial Intelligence Research and Development : |
title_sort | artificial intelligence research and development proceedings of the 22nd international conference of the catalan association for artificial intelligence |
title_sub | Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence / |
topic | Artificial intelligence Congresses. Intelligence artificielle Congrès. Artificial intelligence fast |
topic_facet | Artificial intelligence Congresses. Intelligence artificielle Congrès. Artificial intelligence Congress proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. |
url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2294668 |
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