Advances in Artificial Intelligence and Soft Computing : 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Cuernavaca, Morelos, Mexico, October 25-31, 2015, Proceedings. Part I / edited by Grigori Sidorov, Sofía N. Galicia-Haro
Intro; Preface; Conference Organization; Contents -- Part I; Contents -- Part II; Invited Paper; Signs-Based vs. Symbolic Models; Abstract; 1 Introduction; 2 Sign; 3 Relations Over a Set of Signs; 3.1 Relations Over a Set of Signs Generated by Their Images; 3.2 Relations Over the Set of Signs Generated by Their Significances; 3.3 Relations Over a Set of Signs Generated by Their Meanings; 4 Operations Over a Set of Signs; 5 Applications to Cognitive Psychology and Synthesis of Behavior; 5.1 Actor's Model of the World; 5.2 The Problem of Goal Setting; 6 Conclusion; Acknowledgments; References
Natural Language ProcessingSynFinder: A System for Domain-Based Detection of Synonyms Using WordNet and the Web of Data; 1 Introduction; 2 Background and Related Works; 3 Structure of the System; 3.1 Parameters of SynFinder; 4 Experimentation; 4.1 Methodology; 4.2 Results; 5 Conclusions and Future Work; References; Ro-PAAS -- A Resource Linked to the UAIC-Ro-Dep-Treebank; Abstract; 1 Introduction; 2 Extending the Sense of the Term ̀̀Predicate''; 2.1 Categories of Words Which Can Be Logical Predicates; 2.2 The Dependency Status of Function Words; 3 Related Works; 4 Description of Ro-PAAS
4.1 The Verb ̀̀a putea'' (Can)4.2 The Content of .xml Tags; 5 A Tool for Searching Patterns in the UAIC-RoTb: GGS (Graphical Grammar Studio); 6 Conclusion and Future Works; 6.1 Increasing the Size and the Quality of Romanian Resources; 6.2 The Old Romanian Language; Appendix: The 4-th Pattern of Verb ̀̀a putea'' in RoPAAS; References; Word-Order Analysis Based Upon Treebank Data; 1 Introduction; 2 Setup of the Experiment; 2.1 HamleDT and Available Treebanks; 2.2 PML-TQ Tree Query; 3 Analysis of Data; 3.1 Czech; 3.2 English; 3.3 Farsi; 3.4 Comparison of Results; 3.5 Application of Results
4 ConclusionsReferences; Low-Level Features for Paraphrase Identification; Abstract; 1 Introduction; 2 Related Work; 3 Data; 4 Paraphrase Identification; 4.1 Baselines; 4.2 Extended Features; 5 Evaluation; 6 Conclusion and Future Work; Acknowledgments; References; Multilingual Unsupervised Dependency Parsing with Unsupervised POS Tags; 1 Introduction; 2 Related Work; 3 Unsupervised Dependency Parser; 4 Data; 5 Word Clustering; 6 Experiments and Results; 7 Conclusions; 8 Future Work; References; Term Dependence Statistical Measures for Information Retrieval Tasks; 1 Introduction
2 Dependence Analysis2.1 Problem Statement; 2.2 Independence Tests; 2.3 Measures of Association or Correlation; 3 Experimental Design and Results; 3.1 Test Collection Description; 3.2 Independence Test Design; 3.3 Experimental Results Analysis; 4 Conclusions; References; The Role of n-grams in Firstborns Identification; 1 Introduction; 2 Related Work; 3 Data Set; 4 Followed Methodology; 4.1 Experimental Setup; 4.2 Lexical Features; 4.3 Syntactic Features; 5 Analysis and Discussion; 6 Conclusions; References
Summary
The two volume set LNAI 9413 + LNAI 9414 constitutes the proceedings of the 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, held in Cuernavaca, Morelos, Mexico, in October 2015. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 297 submissions. They were organized in topical sections named: natural language processing; logic and multi-agent systems; bioinspired algorithms; neural networks; evolutionary algorithms; fuzzy logic; machine learning and data mining; natural language processing applications; educational applications; biomedical applications; image processing and computer vision; search and optimization; forecasting; and intelligent applications
