Artificial intelligence research and development :: proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence /
One hundred years after the birth of Alan Turing, the great pioneer of computer science, artificial intelligence has become so much a part of everyday life that it is hard to imagine the world without it.This book contains papers from the 15th International Conference of the Catalan Association of A...
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| Format: | Elektronisch Tagungsbericht E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam ; Washington, D.C. :
IOS Press,
©2012.
|
| Schriftenreihe: | Frontiers in artificial intelligence and applications ;
v. 248. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | One hundred years after the birth of Alan Turing, the great pioneer of computer science, artificial intelligence has become so much a part of everyday life that it is hard to imagine the world without it.This book contains papers from the 15th International Conference of the Catalan Association of Artificial Intelligence (CCIA 2012), held at the Universitat d'Alicant, Spain, in October 2012. Since 1994 the Catalan Association of Artificial Intelligence (ACIA) has fostered cooperation between researchers in artificial intelligence within the Catalan speaking community. The annual CCIA is its international conference, a platform where not only researchers from Catalan speaking countries, but also those working in artificial intelligence worldwide, have found a place to show, discuss and publish the results of their researches and developments.The 23 papers presented here, which include contributions from the AI community all over the world, cover topics such as KDD, DM and machine learning; natural language processing and recommenders; computer vision; robotics; AI for optimization problems and AI applications in the real world. The book also includes the contributions of the two invited keynote speakers at the conference - Oscar Cordón and Eduardo Nebot - which respectively address the subjects of real-world applications of soft artificial intelligence, and challenges of automation and safety in field robotics. |
| Beschreibung: | International conference proceedings. Includes indexes. |
| Beschreibung: | 1 online resource |
| Bibliographie: | Includes bibliographical references and indexes. |
| ISBN: | 9781614991397 1614991391 1614991383 9781614991380 1283920409 9781283920407 |
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| 504 | |a Includes bibliographical references and indexes. | ||
| 505 | 0 | |a Title Page; Preface; Conference Organization; Contents; Invited Talks; Some Real-World Applications of Soft Artificial Intelligence: Scientogram Mining, Assembly Line Balancing, and Forensic Identification; Challenges of Automation and Safety in Field Robotics; KDD, DM and Machine Learning; Data Mining and Query Answer Techniques Applied to a Bio-Nutritional Trials Focused Expert System; The Use of the Traffic Lights Panel as a Goodness-of-Clustering Indicator: An Application to Financial Assets | |
| 505 | 8 | |a Using Gabriel Graphs in Borderline-SMOTE to Deal with Severe Two-Class Imbalance Problems on Neural NetworksActive Learning of Actions Based on Support Vector Machines; Towards the Formalization of Re-Identification for Some Data Masking Methods; Natural Language Processing and Recommenders; Towards Object Descriptions in Natural Language from Qualitative Models; Semantically-Enhanced Recommenders; Computer Vision; Supervised Texture Classification Using Optimization Techniques; Modelling Facial Expressions Dynamics with Gaussian Process Regression; Survey on 2D and 3D Human Pose Recovery | |
| 505 | 8 | |a A Study of Registration Techniques for 6DoF SLAMRobotics; Object Detection Methods for Robot Grasping: Experimental Assessment and Tuning; The Role of i-Walker in Post-Stroke Training; Using a RGB-D Camera for 6DoF SLAM; Learning Topological SLAM Using Visual Information; AI for Optimization Problems; Exploring Genetic Algorithms and Simulated Annealing for Immobile Location-Allocation Problem; Analysis and Generation of Pseudo-Industrial MaxSAT Instances; A SAT-Based Approach to MinSAT; Multicast Session Protection Planner -- Tool to Plan and Deploy Protection Infrastructure: A SPEA Approach | |
| 505 | 8 | |a AI Applications to Real WorldA Case-Based Hybrid System for Injection Molding Sensorization; First Studies on Self-Preserving Digital Objects; Intelligent Building Energy Management Through Holistic Knowledge Based Approach; Quantitative and Qualitative Approaches for Stock Movement Prediction; Subject Index; Author Index | |
| 546 | |a English. | ||
| 520 | |a One hundred years after the birth of Alan Turing, the great pioneer of computer science, artificial intelligence has become so much a part of everyday life that it is hard to imagine the world without it.This book contains papers from the 15th International Conference of the Catalan Association of Artificial Intelligence (CCIA 2012), held at the Universitat d'Alicant, Spain, in October 2012. Since 1994 the Catalan Association of Artificial Intelligence (ACIA) has fostered cooperation between researchers in artificial intelligence within the Catalan speaking community. The annual CCIA is its international conference, a platform where not only researchers from Catalan speaking countries, but also those working in artificial intelligence worldwide, have found a place to show, discuss and publish the results of their researches and developments.The 23 papers presented here, which include contributions from the AI community all over the world, cover topics such as KDD, DM and machine learning; natural language processing and recommenders; computer vision; robotics; AI for optimization problems and AI applications in the real world. The book also includes the contributions of the two invited keynote speakers at the conference - Oscar Cordón and Eduardo Nebot - which respectively address the subjects of real-world applications of soft artificial intelligence, and challenges of automation and safety in field robotics. | ||
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| contents | Title Page; Preface; Conference Organization; Contents; Invited Talks; Some Real-World Applications of Soft Artificial Intelligence: Scientogram Mining, Assembly Line Balancing, and Forensic Identification; Challenges of Automation and Safety in Field Robotics; KDD, DM and Machine Learning; Data Mining and Query Answer Techniques Applied to a Bio-Nutritional Trials Focused Expert System; The Use of the Traffic Lights Panel as a Goodness-of-Clustering Indicator: An Application to Financial Assets Using Gabriel Graphs in Borderline-SMOTE to Deal with Severe Two-Class Imbalance Problems on Neural NetworksActive Learning of Actions Based on Support Vector Machines; Towards the Formalization of Re-Identification for Some Data Masking Methods; Natural Language Processing and Recommenders; Towards Object Descriptions in Natural Language from Qualitative Models; Semantically-Enhanced Recommenders; Computer Vision; Supervised Texture Classification Using Optimization Techniques; Modelling Facial Expressions Dynamics with Gaussian Process Regression; Survey on 2D and 3D Human Pose Recovery A Study of Registration Techniques for 6DoF SLAMRobotics; Object Detection Methods for Robot Grasping: Experimental Assessment and Tuning; The Role of i-Walker in Post-Stroke Training; Using a RGB-D Camera for 6DoF SLAM; Learning Topological SLAM Using Visual Information; AI for Optimization Problems; Exploring Genetic Algorithms and Simulated Annealing for Immobile Location-Allocation Problem; Analysis and Generation of Pseudo-Industrial MaxSAT Instances; A SAT-Based Approach to MinSAT; Multicast Session Protection Planner -- Tool to Plan and Deploy Protection Infrastructure: A SPEA Approach AI Applications to Real WorldA Case-Based Hybrid System for Injection Molding Sensorization; First Studies on Self-Preserving Digital Objects; Intelligent Building Energy Management Through Holistic Knowledge Based Approach; Quantitative and Qualitative Approaches for Stock Movement Prediction; Subject Index; Author Index |
| ctrlnum | (OCoLC)824133757 |
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| dewey-ones | 006 - Special computer methods |
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| 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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Contents; Invited Talks; Some Real-World Applications of Soft Artificial Intelligence: Scientogram Mining, Assembly Line Balancing, and Forensic Identification; Challenges of Automation and Safety in Field Robotics; KDD, DM and Machine Learning; Data Mining and Query Answer Techniques Applied to a Bio-Nutritional Trials Focused Expert System; The Use of the Traffic Lights Panel as a Goodness-of-Clustering Indicator: An Application to Financial Assets</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Using Gabriel Graphs in Borderline-SMOTE to Deal with Severe Two-Class Imbalance Problems on Neural NetworksActive Learning of Actions Based on Support Vector Machines; Towards the Formalization of Re-Identification for Some Data Masking Methods; Natural Language Processing and Recommenders; Towards Object Descriptions in Natural Language from Qualitative Models; Semantically-Enhanced Recommenders; Computer Vision; Supervised Texture Classification Using Optimization Techniques; Modelling Facial Expressions Dynamics with Gaussian Process Regression; Survey on 2D and 3D Human Pose Recovery</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">A Study of Registration Techniques for 6DoF SLAMRobotics; Object Detection Methods for Robot Grasping: Experimental Assessment and Tuning; The Role of i-Walker in Post-Stroke Training; Using a RGB-D Camera for 6DoF SLAM; Learning Topological SLAM Using Visual Information; AI for Optimization Problems; Exploring Genetic Algorithms and Simulated Annealing for Immobile Location-Allocation Problem; Analysis and Generation of Pseudo-Industrial MaxSAT Instances; A SAT-Based Approach to MinSAT; Multicast Session Protection Planner -- Tool to Plan and Deploy Protection Infrastructure: A SPEA Approach</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">AI Applications to Real WorldA Case-Based Hybrid System for Injection Molding Sensorization; First 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| genre_facet | Conference papers and proceedings |
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| indexdate | 2024-11-26T14:49:08Z |
| institution | BVB |
| institution_GND | http://id.loc.gov/authorities/names/no2015091156 |
| isbn | 9781614991397 1614991391 1614991383 9781614991380 1283920409 9781283920407 |
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| spelling | Catalonian Conference on AI (15th : 2012 : Universitat d'Alacant) Artificial intelligence research and development : proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence / edited by David Riaño, Eva Onaindia, and Miguel Cazorla. Amsterdam ; Washington, D.C. : IOS Press, ©2012. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Frontiers in artificial intelligence and applications ; v. 248 International conference proceedings. Includes indexes. Title page of PDF; (IOS Press; viewed on Jan. 14, 2013). Includes bibliographical references and indexes. Title Page; Preface; Conference Organization; Contents; Invited Talks; Some Real-World Applications of Soft Artificial Intelligence: Scientogram Mining, Assembly Line Balancing, and Forensic Identification; Challenges of Automation and Safety in Field Robotics; KDD, DM and Machine Learning; Data Mining and Query Answer Techniques Applied to a Bio-Nutritional Trials Focused Expert System; The Use of the Traffic Lights Panel as a Goodness-of-Clustering Indicator: An Application to Financial Assets Using Gabriel Graphs in Borderline-SMOTE to Deal with Severe Two-Class Imbalance Problems on Neural NetworksActive Learning of Actions Based on Support Vector Machines; Towards the Formalization of Re-Identification for Some Data Masking Methods; Natural Language Processing and Recommenders; Towards Object Descriptions in Natural Language from Qualitative Models; Semantically-Enhanced Recommenders; Computer Vision; Supervised Texture Classification Using Optimization Techniques; Modelling Facial Expressions Dynamics with Gaussian Process Regression; Survey on 2D and 3D Human Pose Recovery A Study of Registration Techniques for 6DoF SLAMRobotics; Object Detection Methods for Robot Grasping: Experimental Assessment and Tuning; The Role of i-Walker in Post-Stroke Training; Using a RGB-D Camera for 6DoF SLAM; Learning Topological SLAM Using Visual Information; AI for Optimization Problems; Exploring Genetic Algorithms and Simulated Annealing for Immobile Location-Allocation Problem; Analysis and Generation of Pseudo-Industrial MaxSAT Instances; A SAT-Based Approach to MinSAT; Multicast Session Protection Planner -- Tool to Plan and Deploy Protection Infrastructure: A SPEA Approach AI Applications to Real WorldA Case-Based Hybrid System for Injection Molding Sensorization; First Studies on Self-Preserving Digital Objects; Intelligent Building Energy Management Through Holistic Knowledge Based Approach; Quantitative and Qualitative Approaches for Stock Movement Prediction; Subject Index; Author Index English. One hundred years after the birth of Alan Turing, the great pioneer of computer science, artificial intelligence has become so much a part of everyday life that it is hard to imagine the world without it.This book contains papers from the 15th International Conference of the Catalan Association of Artificial Intelligence (CCIA 2012), held at the Universitat d'Alicant, Spain, in October 2012. Since 1994 the Catalan Association of Artificial Intelligence (ACIA) has fostered cooperation between researchers in artificial intelligence within the Catalan speaking community. The annual CCIA is its international conference, a platform where not only researchers from Catalan speaking countries, but also those working in artificial intelligence worldwide, have found a place to show, discuss and publish the results of their researches and developments.The 23 papers presented here, which include contributions from the AI community all over the world, cover topics such as KDD, DM and machine learning; natural language processing and recommenders; computer vision; robotics; AI for optimization problems and AI applications in the real world. The book also includes the contributions of the two invited keynote speakers at the conference - Oscar Cordón and Eduardo Nebot - which respectively address the subjects of real-world applications of soft artificial intelligence, and challenges of automation and safety in field robotics. Artificial intelligence Congresses. Intelligence artificielle Congrès. COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Artificial intelligence fast Conference papers and proceedings fast Riaño, David. http://id.loc.gov/authorities/names/nb2008006345 Onaindia, Eva. http://id.loc.gov/authorities/names/no2005032118 Cazorla, Miguel. IOS Press. http://id.loc.gov/authorities/names/no2015091156 has work: Artificial intelligence research and development (Text) https://id.oclc.org/worldcat/entity/E39PCFMJvtw8XGkmFfcX3cyFBq https://id.oclc.org/worldcat/ontology/hasWork Print version: Catalonian Conference on AI (15th : 2012 : Universitat d'Alacant). Artificial intelligence research and development. Amsterdam ; Washington, D.C. : IOS Press, ©2012 (DLC) 2012947579 Frontiers in artificial intelligence and applications ; v. 248. http://id.loc.gov/authorities/names/n92019289 FWS01 ZDB-4-EBU FWS_PDA_EBU https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=529581 Volltext |
| spellingShingle | Artificial intelligence research and development : proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence / Frontiers in artificial intelligence and applications ; Title Page; Preface; Conference Organization; Contents; Invited Talks; Some Real-World Applications of Soft Artificial Intelligence: Scientogram Mining, Assembly Line Balancing, and Forensic Identification; Challenges of Automation and Safety in Field Robotics; KDD, DM and Machine Learning; Data Mining and Query Answer Techniques Applied to a Bio-Nutritional Trials Focused Expert System; The Use of the Traffic Lights Panel as a Goodness-of-Clustering Indicator: An Application to Financial Assets Using Gabriel Graphs in Borderline-SMOTE to Deal with Severe Two-Class Imbalance Problems on Neural NetworksActive Learning of Actions Based on Support Vector Machines; Towards the Formalization of Re-Identification for Some Data Masking Methods; Natural Language Processing and Recommenders; Towards Object Descriptions in Natural Language from Qualitative Models; Semantically-Enhanced Recommenders; Computer Vision; Supervised Texture Classification Using Optimization Techniques; Modelling Facial Expressions Dynamics with Gaussian Process Regression; Survey on 2D and 3D Human Pose Recovery A Study of Registration Techniques for 6DoF SLAMRobotics; Object Detection Methods for Robot Grasping: Experimental Assessment and Tuning; The Role of i-Walker in Post-Stroke Training; Using a RGB-D Camera for 6DoF SLAM; Learning Topological SLAM Using Visual Information; AI for Optimization Problems; Exploring Genetic Algorithms and Simulated Annealing for Immobile Location-Allocation Problem; Analysis and Generation of Pseudo-Industrial MaxSAT Instances; A SAT-Based Approach to MinSAT; Multicast Session Protection Planner -- Tool to Plan and Deploy Protection Infrastructure: A SPEA Approach AI Applications to Real WorldA Case-Based Hybrid System for Injection Molding Sensorization; First Studies on Self-Preserving Digital Objects; Intelligent Building Energy Management Through Holistic Knowledge Based Approach; Quantitative and Qualitative Approaches for Stock Movement Prediction; Subject Index; Author Index Artificial intelligence Congresses. Intelligence artificielle Congrès. COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Artificial intelligence fast |
| title | Artificial intelligence research and development : proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence / |
| title_auth | Artificial intelligence research and development : proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence / |
| title_exact_search | Artificial intelligence research and development : proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence / |
| title_full | Artificial intelligence research and development : proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence / edited by David Riaño, Eva Onaindia, and Miguel Cazorla. |
| title_fullStr | Artificial intelligence research and development : proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence / edited by David Riaño, Eva Onaindia, and Miguel Cazorla. |
| title_full_unstemmed | Artificial intelligence research and development : proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence / edited by David Riaño, Eva Onaindia, and Miguel Cazorla. |
| title_short | Artificial intelligence research and development : |
| title_sort | artificial intelligence research and development proceedings of the 15th international conference of the catalan association for artificial intelligence |
| title_sub | proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence / |
| topic | Artificial intelligence Congresses. Intelligence artificielle Congrès. COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Artificial intelligence fast |
| topic_facet | Artificial intelligence Congresses. Intelligence artificielle Congrès. COMPUTERS Enterprise Applications Business Intelligence Tools. COMPUTERS Intelligence (AI) & Semantics. Artificial intelligence Conference papers and proceedings |
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