| Description |
1 online resource (xxvi, 745 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7637. Lecture notes in artificial intelligence |
|
LNCS sublibrary. SL 7, Artificial intelligence |
|
Lecture notes in computer science ; 7637. 1611-3349
|
|
Lecture notes in computer science. Lecture notes in artificial intelligence
|
|
LNCS sublibrary. SL 7, Artificial intelligence.
|
| Contents |
Contradiction Detection and Ontology Extension in a Never-Ending Learning System / Vinicius Oliverio and Estevam R. Hruschka Jr. -- Pattern Recognition and Monte-CarloTree Search for Go Gaming Better Automation / Arturo Yee and Matías Alvarado -- Exploring the Rationality of Some Syntactic Merging Operators / José Luis Chacón and Ramón Pino Pérez -- Fuzzy Cognitive Maps for Modelling, Predicting and Interpreting HIV Drug Resistance / Isel Grau, Gonzalo Nápoles, Maikel León and Ricardo Grau -- An Unsupervised Method for Ontology Population from the Web / Hilário Tomaz, Rinaldo Lima, João Emanoel and Fred Freitas -- Minimum Cluster Size Estimation and Cluster Refinement for the Randomized Gravitational Clustering Algorithm / Jonatan Gomez, Elizabeth León and Olfa Nasraoui -- Online Cluster Prototype Generation for the Gravitational Clustering Algorithm / Elizabeth León, Jonatan Gómez and Fabián Giraldo -- Association Rule Visualization and Pruning through Response-Style Data Organization and Clustering / Leandro A.F. Fernandes and Ana Cristina Bicharra García |
|
Identifying Relationships in Transactional Data / Melissa Rodrigues, João Gama and Carlos Abreu Ferreira -- Time Series Discretization Based on the Approximation of the Local Slope Information / Willian Zalewski, Fabiano Silva, Huei Diana Lee, Andre Gustavo Maletzke and Feng Chung Wu -- Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors / José Hernández Santiago, Jair Cervantes, Asdrúbal López-Chau and Farid García Lamont -- Study on the Impact of Affinity on the Results of Data Mining in Biological Populations / Paweł Skrobanek, Olgierd Unold, Ewa Walkowicz, Henryk Maciejewski and Maciej Dobrowolski -- Hierarchical Classification of Gene Ontology with Learning Classifier Systems / Luiz Melo Romão and Julio César Nievola -- Detecting Survival Patterns in Women with Invasive Cervical Cancer with Decision Trees / Ricardo Timarán Pereira, Maria Clara Yepez Chamorro and Andrés Calderón Romero -- Using SOM Maps for Clustering and Visualization of Diamond Films Deposited by HFCVD Process / Leandro A. Pasa, José Alfredo F. Costa, Marcelo C. Tosin and Fábio A. Procópio de Paiva |
|
Selection and Fusion of Neural Networks via Differential Evolution / Tiago P.F. de Lima, Adenilton J. da Silva and Teresa B. Ludermir -- Prototype Selection with Compact Sets and Extended Rough Sets / Yenny Villuendas-Rey, Yailé Caballero-Mota and María Matilde García-Lorenzo -- Improving SMOTE with Fuzzy Rough Prototype Selection to Detect Noise in Imbalanced Classification Data / Nele Verbiest, Enislay Ramentol, Chris Cornelis and Francisco Herrera -- Fitness Function Obtained from a Genetic Programming Approach for Web Document Clustering Using Evolutionary Algorithms / Carlos Cobos, Leydy Muñoz, Martha Mendoza, Elizabeth León and Enrique Herrera-Viedma -- On the Estimation of Predictive Evaluation Measure Baselines for Multi-label Learning / Jean Metz, Luís F.D. de Abreu, Everton A. Cherman and Maria C. Monard -- Towards Web Spam Filtering with Neural-Based Approaches / Renato Moraes Silva, Tiago A. Almeida and Akebo Yamakami -- A Graph-Based Approach for Transcribing Ancient Documents / Graciela Lecireth Meza-Lovón -- Differential Diagnosis of Hemorrhagic Fevers Using ARTMAP / William Caicedo, Moisés Quintana and Hernando Pinzón |
|
Conversing Learning: Active Learning and Active Social Interaction for Human Supervision in Never-Ending Learning Systems / Saulo D.S. Pedro and Estevam R. Hruschka Jr. -- Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies / Diego F. Silva, Vinícius M.A. de Souza, Gustavo E.A.P.A. Batista and Rafael Giusti -- Technique to Neutralize Link Failures for an ACO-Based Routing Algorithm / Delfín Rupérez Cañas, Ana Lucila Sandoval Orozco and Luis Javier García Villalba -- A Combination of Specialized Differential Evolution Variants for Constrained Optimization / Luis-Alfredo Gordián-Rivera and Efrén Mezura-Montes -- Sensitivity Analysis of an Autonomous Evolutionary Algorithm / Jesús-Antonio Hernández-Riveros and Daniel Villada-Cano -- Progressive Minimal Criteria Novelty Search / Jorge Gomes, Paulo Urbano and Anders Lyhne Christensen -- Fisherman Search Procedure / Oscar José Alejo Machado, Juan Manuel Fernández Luna, Juan Francisco Huete Guadix and Eduardo R. Concepción Morales -- Adaptation of Robot Behaviour through Online Evolution and Neuromodulated Learning / Fernando Silva, Paulo Urbano and Anders Lyhne Christensen |
|
A Hierarchical Clustering Strategy to Improve the Biological Plausibility of an Ecology-Based Evolutionary Algorithm / Rafael Stubs Parpinelli and Heitor Silvério Lopes -- An Intelligent System Based on Discrete Cosine Transform for Speech Recognition / Washington Silva and Ginalber Serra -- Multiobjective Genetic Fuzzy PID Control Design for Uncertain Dynamic Systems / Danúbia Soares Pires and Ginalber Luiz de Oliveira Serra -- Functional State Estimation Methodology Based on Fuzzy Clustering for Complex Process Monitoring / Henry Sarmiento, Claudia Isaza and Tatiana Kempowsky-Hamon -- Unsupervised Feature Selection Based on Fuzzy Clustering for Fault Detection of the Tennessee Eastman Process / C. Bedoya, C. Uribe and C. Isaza -- On Modelling Virtual Machine Consolidation to Pseudo-Boolean Constraints / Bruno Cesar Ribas, Rubens Massayuki Suguimoto, Razer A.N.R. Montaño, Fabiano Silva and Luis de Bona, et al. -- Analysis of Poisson's Ratio Effect on Pavement Layer Moduli Estimation -- A Neural Network Based Approach from Non-destructive Testing / Gloria Beltrán and Miguel Romo |
|
On Modeling Connectedness in Reductions from Graph Problems to Extended Satisfiability / Ricardo Tavares de Oliveira, Fabiano Silva, Bruno Cesar Ribas and Marcos A. Castilho -- Towards Socio-Chronobiological Computational Human Models / Francisco Campuzano, Emilio Serrano and Juan A. Botía -- Development of a Code Generator for the ICARO Agent Framework / José M. Gascueña, Elena Navarro, Antonio Fernández-Caballero and Juan Pavón -- Implementation and Assessment of Robot Team Cooperation Models Using Deliberative Control Components / José M. Gascueña, Francisco J. Garijo, Antonio Fernández-Caballero, Marie-Pierre Gleizes and Pierre Glize -- Improving the Tracing System in PANGEA Using the TRAMMAS Model / Luis Búrdalo, Andrés Terrasa, Vicente Julián, Carolina Zato and Sara Rodríguez, et al. -- A Private Reputation Mechanism for n-Player Games / Pedro Mariano and Luís Correia -- Moral Coppélia -- Combining Ratio with Affect in Ethical Reasoning / Matthijs A. Pontier, Guy Widdershoven and Johan F. Hoorn -- Combining Rules and CRF Learning for Opinion Source Identification in Spanish Texts / Aiala Rosá, Dina Wonsever and Jean-Luc Minel |
|
Voice-QA: Evaluating the Impact of Misrecognized Words on Passage Retrieval / Marcos Calvo, Davide Buscaldi and Paolo Rosso -- A Classification Model with Corpus Enrichment for Toponym Disambiguation / Belém Priego Sánchez, María J. Somodevilla, Rafael Guzmán Cabrera, Ivo H. Pineda and Maya Carrillo -- Semantic Role Labeling for Brazilian Portuguese: A Benchmark / Fernando Emilio Alva-Manchego and João Luís G. Rosa -- Optimization Approach for the Development of Humanoid Robots' Behaviors / Luis Cruz, Luis Paulo Reis, Nuno Lau and Armando Sousa -- Image Segmentation Based on Multi-Kernel Learning and Feature Relevance Analysis / S. Molina-Giraldo, A.M. Álvarez-Meza, D.H. Peluffo-Ordoñez and G. Castellanos-Domínguez -- Unsupervised Learning of Visual Object Recognition Models / Dulce J. Navarrete, Eduardo F. Morales and Luis Enrique Sucar -- Hierarchical Markov Random Fields with Irregular Pyramids for Improving Image Annotation / Annette Morales-González, Edel García-Reyes and Luis Enrique Sucar -- Towards Automatic 3D Pose Tracking through Polygon Mesh Approximation / Manlio Barajas, Jorge Esparza and J.L. Gordillo |
|
Embedding a Pose Estimation Module on a NCS-Based UGV / L.C. Carrillo-Arce, Christian Hassard, J.L. Gordillo and Rogelio Soto -- Finding the Direction of an Odor Source by Using Biologically Inspired Smell System / B. Lorena Villarreal, Christian Hassard and J.L. Gordillo -- Fingerspelling Recognition with Support Vector Machines and Hidden Conditional Random Fields: A Comparison with Neural Networks and Hidden Markov Models / César Roberto de Souza, Ednaldo Brigante Pizzolato and Mauro dos Santos Anjo -- Development of an Omnidirectional Kick for a NAO Humanoid Robot / Rui Ferreira, Luís Paulo Reis, António Paulo Moreira and Nuno Lau -- The Planning Net: Exploring the Petri Net Flow to Improve Planning Solvers / Marcos A. Schreiner, Marcos A. Castilho, Fabiano Silva and Luis A. Kunzle -- An Automated User-Centered Planning Framework for Decision Support in Environmental Early Warnings / Armando Ordonez, Vidal Alcázar, Daniel Borrajo, Paolo Falcarin and Juan Carlos Corrales -- A Genetic Algorithm for Berth Allocation and Quay Crane Assignment / Mario Rodriguez-Molins, Federico Barber, María R. Sierra, Jorge Puente and Miguel A. Salido |
|
Constructing Real Test-Suites Using an Enhanced Simulated Annealing / Himer Avila-George, Jose Torres-Jimenez and Vicente Hernández -- Influence Diagram for Selection of Pedagogical Strategies in a Multi-Agent System Learning / Marta R. Bez, Cecília D. Flores, João M.L. Fonseca, Vinicius Maroni and Paulo R. Barros, et al. -- Multi-agent Model for Searching, Recovering, Recommendation and Evaluation of Learning Objects from Repository Federations / Paula Rodríguez, Valentina Tabares, Néstor Duque, Demetrio Ovalle and Rosa M. Vicari -- An Agent Based Model for Integrating Intelligent Tutoring System and Virtual Learning Environments / Cecilia E.P. Giuffra and Ricardo Azambuja Silveira -- An Intelligent and Affective Tutoring System within a Social Network for Learning Mathematics / M.L. Barrón-Estrada, Ramón Zatarain-Cabada, J.A. Beltrán V., F.L. Cibrian R. and Yasmín Hernández Pérez -- Nearest Prototype Classification of Special School Families Based on Hierarchical Compact Sets Clustering / Yenny Villuendas-Rey, Carmen Rey-Benguría, Yailé Caballero-Mota and María Matilde García-Lorenzo |
|
Mining Social-Affective Data to Recommend Student Tutors / Elisa Boff and Eliseo Reategui -- A Case-Based Reasoning Approach to Support Teaching of Spanish as a Second Language in Indigenous Communities from Latin America / Jorge Bacca, Silvia Baldiris, Ramon Fabregat, Juan Guevara and Dora Calderón -- Decision-Making Tool for Knowledge-Based Projects in Offshore Production Systems / Adriane B.S. Serapião, José R.P. Mendes and Celso K. Morooka -- An Intelligent Design Model for Offshore Petroleum Production Elements Layout / Ana Cristina Bicharra García, Bruno Vieira Guerra, Cristiana Bentes and Luidi Simonetti -- MAS for Alarm Management System in Emergencies / Ana Cristina Bicharra García, Luiz Andre P. Paes Leme, Fernando Pinto and Nayat Sanchez-Pi -- Simulating Data Journalism to Communicate Hydrological Information from Sensor Networks / Martin Molina -- Method Based on Context-Information to Improve User Experience on Mobile Web-Based Applications / Jordán Pascual Espada, Vicente García-Díaz, Rubén González Crespo, Carlos Enrique Motenegro Marín and Oscar Sanjuán Martínez, et al |
| Summary |
This book constitutes the refereed proceedings of the 13th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2012, held in Cartagena de Indias, Colombia, in November 2012. The 75 papers presented were carefully reviewed and selected from 170 submissions. The papers are organized in topical sections on knowledge representation and reasoning, information and knowledge processing, knowledge discovery and data mining, machine learning, bio-inspired computing, fuzzy systems, modelling and simulation, ambient intelligence, multi-agent systems, human-computer interaction, natural language processing, computer vision and robotics, planning and scheduling, AI in education, and knowledge engineering and applications |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
|
Online resource; title from PDF title page (SpringerLink, viewed January 22, 2013) |
| Subject |
Artificial intelligence -- Congresses
|
|
Informatique.
|
|
Artificial intelligence
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Pavón, Juan.
|
|
Duque-Méndez, Néstor D.
|
|
Fuentes-Fernández, Rubén
|
| ISBN |
9783642346545 |
|
3642346545 |
|
3642346537 |
|
9783642346538 |
|
