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MICAI 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
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
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
Movies Recommendation Based on Opinion Mining in Twitter. 80-91 - Elena Tutubalina
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
NLP Methodology as Guidance and Verification of the Data Mining of Survey ENSANUT 2012. 142-152
Educational Applications
- Matteo Lombardi
A Comparative Framework to Evaluate Recommender Systems in Technology Enhanced Learning: a Case Study. 155-170 - María Lucía Barrón-Estrada, Ramón Zataraín-Cabada
An Affective and Cognitive Tutoring System for Learning Programming. 171-182 - Rafaela Blanca Silva-López
Strategic Learning Meta-Model (SLM): Architecture of the Personalized Virtual Learning Environment (PVLE) Based on the Cloud Computing. 183-194 - Yasmín Hernández
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
An Architecture Proposal Based in Intelligent Algorithms for Motifs Discovery in Genetic Expressions. 261-269 - José Hernández-Torruco
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
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
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
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
Classification of Different Vegetation Types Combining Two Information Sources Through a Probabilistic Segmentation Approach. 382-392 - Yongliang Qiao
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
Left-Right Relations for Qualitative Representation and Alignment of Planar Spatial Networks. 435-450 - Nelson Rangel-Valdez
Multiobjective Optimization Approach for Preference-Disaggregation Analysis Under Effects of Intensity. 451-462 - José Carlos Soto Monterrubio
TwoPILP: An Integer Programming Method for HCSP in Parallel Computing Centers. 463-474 - Alberto Reyes
Building Optimal Operation Policies for Dam Management Using Factored Markov Decision Processes. 475-484
Forecasting
- Lida Barba
Fishery Forecasting Based on Singular Spectrum Analysis Combined with Bivariate Regression. 487-497 - Hiram Ponce-Espinosa, Luis Miralles Pechuán
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
A Tool for Learning Dynamic Bayesian Networks for Forecasting. 520-530
Intelligent Applications
- Raïssa Yapan Dougnon, Philippe Fournier-Viger
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
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
Short-Term Motion Tracking Using Inexpensive Sensors. 583-601 - Joselito Medina Marín, Virgilio López-Morales
Conditional Colored Petri Net for Modelling an Automated GDM System. 602-616
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