Ebook: Advances in Artificial Intelligence: 14th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2011, La Laguna, Spain, November 7-11, 2011. Proceedings

The two-volume set LNAI 7094 and LNAI 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully reviewed and selected from numerous submissions. The first volume includes 50 papers representing the current main topics of interest for the AI community and their applications. The papers are organized in the following topical sections: automated reasoning and multi-agent systems; problem solving and machine learning; natural language processing; robotics, planning and scheduling; and medical applications of artificial intelligence.

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The two-volume set LNAI 7094 and LNAI 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully reviewed and selected from numerous submissions. The first volume includes 50 papers representing the current main topics of interest for the AI community and their applications. The papers are organized in the following topical sections: automated reasoning and multi-agent systems; problem solving and machine learning; natural language processing; robotics, planning and scheduling; and medical applications of artificial intelligence.

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The two-volume set LNAI 7094 and LNAI 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully reviewed and selected from numerous submissions. The first volume includes 50 papers representing the current main topics of interest for the AI community and their applications. The papers are organized in the following topical sections: automated reasoning and multi-agent systems; problem solving and machine learning; natural language processing; robotics, planning and scheduling; and medical applications of artificial intelligence.
Content:
Front Matter....Pages -
Evaluating a Reinforcement Learning Algorithm with a General Intelligence Test....Pages 1-11
Evaluation of an Automated Mechanism for Generating New Regulations....Pages 12-21
A Multi-agent System for Incident Management Solutions on IT Infrastructures....Pages 22-31
Market Self-organization under Limited Information....Pages 32-41
Solving Sequential Mixed Auctions with Integer Programming....Pages 42-53
Global Feature Subset Selection on High-Dimensional Datasets Using Re-ranking-based EDAs....Pages 54-63
A Comparison of Two Strategies for Scaling Up Instance Selection in Huge Datasets....Pages 64-73
C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems....Pages 74-83
Scalability Analysis of ANN Training Algorithms with Feature Selection....Pages 84-93
Using Model Trees and Their Ensembles for Imbalanced Data....Pages 94-103
Instance Selection for Class Imbalanced Problems by Means of Selecting Instances More than Once....Pages 104-113
On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data....Pages 114-123
On the Learning of ESN Linear Readouts....Pages 124-133
Learning Naive Bayes Models for Multiple-Instance Learning with Label Proportions....Pages 134-144
The von Mises Naive Bayes Classifier for Angular Data....Pages 145-154
Unravelling the Yeast Cell Cycle Using the TriGen Algorithm....Pages 155-163
Pattern Recognition in Biological Time Series....Pages 164-172
On the Expressive Power of First Order-Logic Extended with Allen’s Relations in the Strict Case....Pages 173-182
Using the Relaxed Plan Heuristic to Select Goals in Oversubscription Planning Problems....Pages 183-192
Optimally Scheduling a Job-Shop with Operators and Total Flow Time Minimization....Pages 193-202
OntoMetaWorkflow: An Ontology for Representing Data and Users in Workflows....Pages 203-212
Architecture for the Use of Synergies between Knowledge Engineering and Requirements Engineering....Pages 213-222
Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis....Pages 223-232
Planning and Execution in a Personalised E-Learning Setting....Pages 233-242
Heuristic Multiobjective Search for Hazmat Transportation Problems....Pages 243-252
Topography of Functional Connectivity in Human Multichannel Electroencephalogram during Second Language Processing....Pages 253-262
A Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen Olive Oil Price....Pages 263-272
SMS Normalization: Combining Phonetics, Morphology and Semantics....Pages 273-282
Multiscale Extension of the Gravitational Approach to Edge Detection....Pages 283-292
A Study of the Suitability of Evolutionary Computation in 3D Modeling of Forensic Remains....Pages 293-302
L-System-Driven Self-assembly for Swarm Robotics....Pages 303-312
An Study on Ear Detection and Its Applications to Face Detection....Pages 313-322
A Combined Strategy Using FMCDM for Textures Segmentation in Hemispherical Images from Forest Environments....Pages 323-332
Getting NDVI Spectral Bands from a Single Standard RGB Digital Camera: A Methodological Approach....Pages 333-342
Combining Neighbourhoods in Fuzzy Job Shop Problems....Pages 343-352
Learning Cooperative TSK-0 Fuzzy Rules Using Fast Local Search Algorithms....Pages 353-362
Weighted Tardiness Minimization in Job Shops with Setup Times by Hybrid Genetic Algorithm....Pages 363-372
Interval-Valued Fuzzy Sets for Color Image Super-Resolution....Pages 373-382
An Evolutionary Multiobjective Constrained Optimisation Approach for Case Selection: Evaluation in a Medical Problem....Pages 383-392
The VoiceApp System: Speech Technologies to Access the Semantic Web....Pages 393-402
A Cluster Based Pseudo Feedback Technique Which Exploits Good and Bad Clusters....Pages 403-412
SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information....Pages 413-422
A New Criteria for Selecting Neighborhood in Memory-Based Recommender Systems....Pages 423-432
Extended Precision Quality Measure for Recommender Systems....Pages 433-442
A Tool for Link-Based Web Page Classification....Pages 443-452
Information Extraction for Standardization of Tourism Products....Pages 453-462
Improving Collaborative Filtering in Social Tagging Systems....Pages 463-472
Ontology-Driven Method for Integrating Biomedical Repositories....Pages 473-482
Lightweighting the Web of Data through Compact RDF/HDT....Pages 483-493
Query Expansion Methods and Performance Evaluation for Reusing Linking Open Data of the European Public Procurement Notices....Pages 494-503
Back Matter....Pages -

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The two-volume set LNAI 7094 and LNAI 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully reviewed and selected from numerous submissions. The first volume includes 50 papers representing the current main topics of interest for the AI community and their applications. The papers are organized in the following topical sections: automated reasoning and multi-agent systems; problem solving and machine learning; natural language processing; robotics, planning and scheduling; and medical applications of artificial intelligence.
Content:
Front Matter....Pages -
Evaluating a Reinforcement Learning Algorithm with a General Intelligence Test....Pages 1-11
Evaluation of an Automated Mechanism for Generating New Regulations....Pages 12-21
A Multi-agent System for Incident Management Solutions on IT Infrastructures....Pages 22-31
Market Self-organization under Limited Information....Pages 32-41
Solving Sequential Mixed Auctions with Integer Programming....Pages 42-53
Global Feature Subset Selection on High-Dimensional Datasets Using Re-ranking-based EDAs....Pages 54-63
A Comparison of Two Strategies for Scaling Up Instance Selection in Huge Datasets....Pages 64-73
C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems....Pages 74-83
Scalability Analysis of ANN Training Algorithms with Feature Selection....Pages 84-93
Using Model Trees and Their Ensembles for Imbalanced Data....Pages 94-103
Instance Selection for Class Imbalanced Problems by Means of Selecting Instances More than Once....Pages 104-113
On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data....Pages 114-123
On the Learning of ESN Linear Readouts....Pages 124-133
Learning Naive Bayes Models for Multiple-Instance Learning with Label Proportions....Pages 134-144
The von Mises Naive Bayes Classifier for Angular Data....Pages 145-154
Unravelling the Yeast Cell Cycle Using the TriGen Algorithm....Pages 155-163
Pattern Recognition in Biological Time Series....Pages 164-172
On the Expressive Power of First Order-Logic Extended with Allen’s Relations in the Strict Case....Pages 173-182
Using the Relaxed Plan Heuristic to Select Goals in Oversubscription Planning Problems....Pages 183-192
Optimally Scheduling a Job-Shop with Operators and Total Flow Time Minimization....Pages 193-202
OntoMetaWorkflow: An Ontology for Representing Data and Users in Workflows....Pages 203-212
Architecture for the Use of Synergies between Knowledge Engineering and Requirements Engineering....Pages 213-222
Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis....Pages 223-232
Planning and Execution in a Personalised E-Learning Setting....Pages 233-242
Heuristic Multiobjective Search for Hazmat Transportation Problems....Pages 243-252
Topography of Functional Connectivity in Human Multichannel Electroencephalogram during Second Language Processing....Pages 253-262
A Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen Olive Oil Price....Pages 263-272
SMS Normalization: Combining Phonetics, Morphology and Semantics....Pages 273-282
Multiscale Extension of the Gravitational Approach to Edge Detection....Pages 283-292
A Study of the Suitability of Evolutionary Computation in 3D Modeling of Forensic Remains....Pages 293-302
L-System-Driven Self-assembly for Swarm Robotics....Pages 303-312
An Study on Ear Detection and Its Applications to Face Detection....Pages 313-322
A Combined Strategy Using FMCDM for Textures Segmentation in Hemispherical Images from Forest Environments....Pages 323-332
Getting NDVI Spectral Bands from a Single Standard RGB Digital Camera: A Methodological Approach....Pages 333-342
Combining Neighbourhoods in Fuzzy Job Shop Problems....Pages 343-352
Learning Cooperative TSK-0 Fuzzy Rules Using Fast Local Search Algorithms....Pages 353-362
Weighted Tardiness Minimization in Job Shops with Setup Times by Hybrid Genetic Algorithm....Pages 363-372
Interval-Valued Fuzzy Sets for Color Image Super-Resolution....Pages 373-382
An Evolutionary Multiobjective Constrained Optimisation Approach for Case Selection: Evaluation in a Medical Problem....Pages 383-392
The VoiceApp System: Speech Technologies to Access the Semantic Web....Pages 393-402
A Cluster Based Pseudo Feedback Technique Which Exploits Good and Bad Clusters....Pages 403-412
SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information....Pages 413-422
A New Criteria for Selecting Neighborhood in Memory-Based Recommender Systems....Pages 423-432
Extended Precision Quality Measure for Recommender Systems....Pages 433-442
A Tool for Link-Based Web Page Classification....Pages 443-452
Information Extraction for Standardization of Tourism Products....Pages 453-462
Improving Collaborative Filtering in Social Tagging Systems....Pages 463-472
Ontology-Driven Method for Integrating Biomedical Repositories....Pages 473-482
Lightweighting the Web of Data through Compact RDF/HDT....Pages 483-493
Query Expansion Methods and Performance Evaluation for Reusing Linking Open Data of the European Public Procurement Notices....Pages 494-503
Back Matter....Pages -
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