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

Front Matter....Pages I-XXIX
Front Matter....Pages 1-1
Measuring Non-compositionality of Verb-Noun Collocations Using Lexical Functions and WordNet Hypernyms....Pages 3-25
Fuzzy-Probabilistic Estimation of the Electric Vehicles Energy Consumption....Pages 26-36
Front Matter....Pages 37-37
Data-Driven Unsupervised Evaluation of Automatic Text Summarization Systems....Pages 39-51
Extractive Single-Document Summarization Based on Global-Best Harmony Search and a Greedy Local Optimizer....Pages 52-66
SVD-LDA: Topic Modeling for Full-Text Recommender Systems....Pages 67-79
Movies Recommendation Based on Opinion Mining in Twitter....Pages 80-91
Inferring Sentiment-Based Priors in Topic Models....Pages 92-104
Analysis of Negation Cues for Semantic Orientation Classification of Reviews in Spanish....Pages 105-120
Detecting Social Spammers in Colombia 2014 Presidential Election....Pages 121-141
NLP Methodology as Guidance and Verification of the Data Mining of Survey ENSANUT 2012....Pages 142-152
Front Matter....Pages 153-153
A Comparative Framework to Evaluate Recommender Systems in Technology Enhanced Learning: a Case Study....Pages 155-170
An Affective and Cognitive Tutoring System for Learning Programming....Pages 171-182
Strategic Learning Meta-Model (SLM): Architecture of the Personalized Virtual Learning Environment (PVLE) Based on the Cloud Computing....Pages 183-194
Open Student Model for Blended Training in the Electrical Tests Domain....Pages 195-207
Applying Data Mining Techniques to Identify Success Factors in Students Enrolled in Distance Learning: A Case Study....Pages 208-219
Automatic Evaluation of Music Students....Pages 220-231
On the Extended Specific Objectivity of Some Pseudo–Rasch Models Applied in Testing Scenarios....Pages 232-248
Algorithms and Machine Learning Techniques in Collaborative Group Formation....Pages 249-258
Front Matter....Pages 259-259
An Architecture Proposal Based in Intelligent Algorithms for Motifs Discovery in Genetic Expressions....Pages 261-269
A Kernel-Based Predictive Model for Guillain-Barré Syndrome....Pages 270-281
Front Matter....Pages 259-259
Feature Selection in Spectroscopy Brain Cancer Data....Pages 282-296
Towards Ambient Intelligent Care and Assistance Systems for Patients with Dementia....Pages 297-309
Analysis of Neurosurgery Data Using Statistical and Data Mining Methods....Pages 310-321
Front Matter....Pages 323-323
Massively Parallel Cellular Matrix Model for Superpixel Adaptive Segmentation Map....Pages 325-336
Feature Extraction-Selection Scheme for Hyperspectral Image Classification Using Fourier Transform and Jeffries-Matusita Distance....Pages 337-348
Unconstrained Facial Images: Database for Face Recognition Under Real-World Conditions....Pages 349-361
Application of a Face Recognition System Based on LBP on Android OS....Pages 362-370
Feature to Feature Matching for LBP Based Face Recognition....Pages 371-381
Classification of Different Vegetation Types Combining Two Information Sources Through a Probabilistic Segmentation Approach....Pages 382-392
Place Recognition Based Visual Localization Using LBP Feature and SVM....Pages 393-404
Front Matter....Pages 405-405
TSP in Partitioning with Tabu Search....Pages 407-421
On a Relative MaxSAT Encoding for the Steiner Tree Problem in Graphs....Pages 422-434
Left-Right Relations for Qualitative Representation and Alignment of Planar Spatial Networks....Pages 435-450
Multiobjective Optimization Approach for Preference-Disaggregation Analysis Under Effects of Intensity....Pages 451-462
TwoPILP: An Integer Programming Method for HCSP in Parallel Computing Centers....Pages 463-474
Building Optimal Operation Policies for Dam Management Using Factored Markov Decision Processes....Pages 475-484
Front Matter....Pages 485-485
Fishery Forecasting Based on Singular Spectrum Analysis Combined with Bivariate Regression....Pages 487-497
Artificial Hydrocarbon Networks for Online Sales Prediction....Pages 498-508
Data-Driven Construction of Local Models for Short-Term Wind Speed Prediction....Pages 509-519
A Tool for Learning Dynamic Bayesian Networks for Forecasting....Pages 520-530
Front Matter....Pages 531-531
More Accurate Inference of User Profiles in Online Social Networks....Pages 533-546
Credit Scoring Model for Payroll Issuers: A Real Case....Pages 547-559
Towards Autonomous Flight of Low-Cost MAVs by Using a Probabilistic Visual Odometry Approach....Pages 560-573
Location and Activity Detection for Indoor Environments....Pages 574-582
Short-Term Motion Tracking Using Inexpensive Sensors....Pages 583-601
Conditional Colored Petri Net for Modelling an Automated GDM System....Pages 602-616
Back Matter....Pages 617-619