INFORMÁTICA
Departamento
Sebastián
Ventura Soto
Publicaciones en las que colabora con Sebastián Ventura Soto (23)
2019
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A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data
Cognitive Computation, Vol. 11, Núm. 3, pp. 331-346
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An advanced review on text mining in medicine
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 9, Núm. 3
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Associative classification in big data through a G3P approach
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
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Frequent itemset mining: A 25 years review
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 9, Núm. 6
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MiNerDoc: A semantically enriched text mining system to transform clinical text into knowledge
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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Subgroup discovery on multiple instance data
International Journal of Computational Intelligence Systems, Vol. 12, Núm. 2, pp. 1602-1612
2018
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A gene expression programming method for multi-target regression
ACM International Conference Proceeding Series
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Apriori versions based on mapreduce for mining frequent patterns on big data
IEEE Transactions on Cybernetics, Vol. 48, Núm. 10, pp. 2851-2865
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Mining context-aware association rules using grammar-based genetic programming
IEEE Transactions on Cybernetics, Vol. 48, Núm. 11, pp. 3030-3034
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Optimization of quality measures in association rule mining: An empirical study
International Journal of Computational Intelligence Systems, Vol. 12, Núm. 1, pp. 59-78
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Reglas de asociación en datos multi-instancia mediante programación genética gramatical
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
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Supervised Descriptive Pattern Mining
Springer International Publishing, pp. 1-185
2017
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An evolutionary algorithm for mining rare association rules: A Big Data approach
2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
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Evaluation and comparison of open source software suites for data mining and knowledge discovery
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 7, Núm. 3
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Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark
Progress in Artificial Intelligence, Vol. 6, Núm. 2, pp. 145-158
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Mining association rules on Big Data through MapReduce genetic programming
Integrated Computer-Aided Engineering, Vol. 25, Núm. 1, pp. 31-48
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Mining perfectly rare itemsets on big data: An approach based on apriori-inverse and mapreduce
Advances in Intelligent Systems and Computing
2011
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Subgroup discovery in an e-learning usage study based on Moodle
Proceedings of the 2011 7th International Conference on Next Generation Web Services Practices, NWeSP 2011
2010
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Evolutionary algorithms for subgroup discovery applied to e-learning data
2010 IEEE Education Engineering Conference, EDUCON 2010
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Introduction to the experimental design in the data mining tool KEEL
Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies (IGI Global), pp. 1-25