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ORCIDMICAI 2015: Morelos, Mexico
- Obdulia Pichardo-Lagunas, Oscar Herrera-Alcántara, Gustavo Arroyo-Figueroa:
Advances in Artificial Intelligence and Its Applications - 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Cuernavaca, Morelos, Mexico, October 25-31, 2015. Proceedings, Part II. Lecture Notes in Computer Science 9414, Springer 2015, ISBN 978-3-319-27100-2
Invited Papers
- Olga Kolesnikova
, Alexander F. Gelbukh:
Measuring Non-compositionality of Verb-Noun Collocations Using Lexical Functions and WordNet Hypernyms. 3-25 - Nuno Borges, João P. Soares, Zita A. Vale:
Fuzzy-Probabilistic Estimation of the Electric Vehicles Energy Consumption. 26-36
Natural Language Processing Applications
- Elena Yagunova, Olga Makarova, Ekaterina V. Pronoza:
Data-Driven Unsupervised Evaluation of Automatic Text Summarization Systems. 39-51 - Martha Mendoza, Carlos Alberto Cobos Lozada, Elizabeth León:
Extractive Single-Document Summarization Based on Global-Best Harmony Search and a Greedy Local Optimizer. 52-66 - Sergey I. Nikolenko:
SVD-LDA: Topic Modeling for Full-Text Recommender Systems. 67-79 - Marcelo Gabriel Armentano, Silvia N. Schiaffino, Ingrid Alina Christensen, Francisco Boato:
Movies Recommendation Based on Opinion Mining in Twitter. 80-91 - Elena Tutubalina, Sergey I. Nikolenko:
Inferring Sentiment-Based Priors in Topic Models. 92-104 - Sofía N. Galicia-Haro, Alonso Palomino Garibay, Jonathan Gallegos-Acosta, Alexander F. Gelbukh:
Analysis of Negation Cues for Semantic Orientation Classification of Reviews in Spanish. 105-120 - Jhon Adrián Cerón-Guzmán, Elizabeth León:
Detecting Social Spammers in Colombia 2014 Presidential Election. 121-141 - Víctor Manuel Corza Vargas, Christopher R. Stephens, Gerardo Eugenio Sierra Martínez, Azucena Montes Rendón:
NLP Methodology as Guidance and Verification of the Data Mining of Survey ENSANUT 2012. 142-152
Educational Applications
- Matteo Lombardi, Alessandro Marani:
A Comparative Framework to Evaluate Recommender Systems in Technology Enhanced Learning: a Case Study. 155-170 - María Lucía Barrón-Estrada, Ramón Zataraín-Cabada, Francisco González Hernández, Raúl Oramas Bustillos, Carlos A. Reyes-García:
An Affective and Cognitive Tutoring System for Learning Programming. 171-182 - Rafaela Blanca Silva-López, Iris Iddaly Méndez-Gurrola, Oscar Herrera-Alcántara, Mónica Irene Silva-López, Jalil Fallad-Chávez:
Strategic Learning Meta-Model (SLM): Architecture of the Personalized Virtual Learning Environment (PVLE) Based on the Cloud Computing. 183-194 - Yasmín Hernández, Miguel Pérez:
Open Student Model for Blended Training in the Electrical Tests Domain. 195-207 - José Gerardo Moreno Salinas, Christopher R. Stephens:
Applying Data Mining Techniques to Identify Success Factors in Students Enrolled in Distance Learning: A Case Study. 208-219 - Antonio Camarena-Ibarrola, Sonia Morales-Pintor:
Automatic Evaluation of Music Students. 220-231 - Joel Suárez-Cansino, Luis Roberto Morales-Manilla, Virgilio López-Morales:
On the Extended Specific Objectivity of Some Pseudo-Rasch Models Applied in Testing Scenarios. 232-248 - Rosanna Costaguta:
Algorithms and Machine Learning Techniques in Collaborative Group Formation. 249-258
Biomedical Applications
- Augusto G. Schmidt, Frederico Schmitt Kremer, Vinícius Steffens Pazzini, Michel S. Pedroso, Marilton S. de Aguiar:
An Architecture Proposal Based in Intelligent Algorithms for Motifs Discovery in Genetic Expressions. 261-269 - José Hernández-Torruco, Juana Canul-Reich, Juan Frausto Solís, Juan José Méndez-Castillo:
A Kernel-Based Predictive Model for Guillain-Barré Syndrome. 270-281 - Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer:
Feature Selection in Spectroscopy Brain Cancer Data. 282-296 - Jesús Emeterio Navarro-Barrientos, Daniel Herfert, Alfred Iwainsky:
Towards Ambient Intelligent Care and Assistance Systems for Patients with Dementia. 297-309 - Petr Berka, Josef Jablonsky, Lubos Marek, Michal Vrabec:
Analysis of Neurosurgery Data Using Statistical and Data Mining Methods. 310-321
Image Processing and Computer Vision
- Hongjian Wang, Abdelkhalek Mansouri, Jean-Charles Créput, Yassine Ruichek:
Massively Parallel Cellular Matrix Model for Superpixel Adaptive Segmentation Map. 325-336 - Beatriz Paulina Garcia Salgado, Volodymyr I. Ponomaryov:
Feature Extraction-Selection Scheme for Hyperspectral Image Classification Using Fourier Transform and Jeffries-Matusita Distance. 337-348 - Ladislav Lenc, Pavel Král:
Unconstrained Facial Images: Database for Face Recognition Under Real-World Conditions. 349-361 - Marco Calderon-Lopez, Tadeo Torres-Gonzalez, Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Silvestre Garcia-Sanchez:
Application of a Face Recognition System Based on LBP on Android OS. 362-370 - Ladislav Lenc, Pavel Král:
Feature to Feature Matching for LBP Based Face Recognition. 371-381 - Francisco E. Oliva, Oscar S. Dalmau, Teresa E. Alarcón, Miguel De-la-Torre:
Classification of Different Vegetation Types Combining Two Information Sources Through a Probabilistic Segmentation Approach. 382-392 - Yongliang Qiao, Cindy Cappelle, Yassine Ruichek:
Place Recognition Based Visual Localization Using LBP Feature and SVM. 393-404
Search and Optimization
- María Beatríz Bernábe-Loranca, Rogelio González-Velázquez, Martín Estrada Analco, Alejandro Fuentes-Penna, Ocotlán Díaz-Parra, Abraham Sánchez-López:
TSP in Partitioning with Tabu Search. 407-421 - Ricardo Tavares de Oliveira, Fabiano Silva:
On a Relative MaxSAT Encoding for the Steiner Tree Problem in Graphs. 422-434 - Malumbo Chipofya, Angela Schwering, Carl Schultz, Emily Harason, Sahib Jan:
Left-Right Relations for Qualitative Representation and Alignment of Planar Spatial Networks. 435-450 - Nelson Rangel-Valdez, Eduardo Fernández, Laura Cruz-Reyes, Claudia Gómez-Santillán, Rodolfo Iván Hernández-López:
Multiobjective Optimization Approach for Preference-Disaggregation Analysis Under Effects of Intensity. 451-462 - José Carlos Soto Monterrubio, Héctor Joaquín Fraire Huacuja, Juan Frausto Solís, Laura Cruz-Reyes, Rodolfo A. Pazos Rangel, Juan Javier González Barbosa:
TwoPILP: An Integer Programming Method for HCSP in Parallel Computing Centers. 463-474 - Alberto Reyes, Pablo H. Ibargüengoytia, Inés Romero-Leon, David Pech, Mónica Borunda:
Building Optimal Operation Policies for Dam Management Using Factored Markov Decision Processes. 475-484
Forecasting
- Lida Barba, Nibaldo Rodríguez:
Fishery Forecasting Based on Singular Spectrum Analysis Combined with Bivariate Regression. 487-497 - Hiram Ponce-Espinosa, Luis Miralles Pechuán, María de Lourdes Martínez-Villaseñor:
Artificial Hydrocarbon Networks for Online Sales Prediction. 498-508 - Joaquín Salas:
Data-Driven Construction of Local Models for Short-Term Wind Speed Prediction. 509-519 - Pablo H. Ibargüengoytia, Alberto Reyes, Inés Romero-Leon, David Pech, Uriel A. García, Mónica Borunda:
A Tool for Learning Dynamic Bayesian Networks for Forecasting. 520-530
Intelligent Applications
- Raïssa Yapan Dougnon, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Roger Nkambou:
More Accurate Inference of User Profiles in Online Social Networks. 533-546 - José Fuentes-Cabrera, Hugo Pérez-Vicente:
Credit Scoring Model for Payroll Issuers: A Real Case. 547-559 - José Martínez-Carranza, Esteban Omar Garcia, Hugo Jair Escalante, Walterio W. Mayol-Cuevas:
Towards Autonomous Flight of Low-Cost MAVs by Using a Probabilistic Visual Odometry Approach. 560-573 - Fernando Martínez-Reyes, Luis Carlos González-Gurrola, Hector Valenzuela Estrada:
Location and Activity Detection for Indoor Environments. 574-582 - Filip Matzner, Roman Barták:
Short-Term Motion Tracking Using Inexpensive Sensors. 583-601 - Joselito Medina-Marín, Virgilio López-Morales, Oleksandr Karelin:
Conditional Colored Petri Net for Modelling an Automated GDM System. 602-616
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