Data mining: concepts and techniques
Data mining: concepts and techniques
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition
Multi-Objective Optimization Using Evolutionary Algorithms
Multi-Objective Optimization Using Evolutionary Algorithms
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This paper proposes a new approach for mining novel patterns from textual databases which considers both the mining process itself, the evaluation of this knowledge, and the human assessment. This is achieved by integrating Information Extraction technology and Genetic Algorithms to produce high-level explanatory novel hypotheses. Experimental results using the model are discussed and the assessment by human experts are highlighted. This research is sponsored by the National Council for Scientific and Technological Research (FONDECYT, Chile) under grant number 1040469 "Un Modelo Evolucionario de Descubrimiento de Conocimiento Explicativo desde Textos con Base Semántica con Implicaciones para el Análisis de Inteligencia."