JULIÁN
LUENGO MARTÍN
CATEDRÁTICO DE UNIVERSIDAD
SALVADOR
GARCÍA LÓPEZ
CATEDRÁTICO DE UNIVERSIDAD
Publications dans lesquelles il/elle collabore avec SALVADOR GARCÍA LÓPEZ (53)
2022
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3SHACC: Three stages hybrid agglomerative constrained clustering
Neurocomputing, Vol. 490, pp. 441-461
2021
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Enhancing instance-level constrained clustering through differential evolution
Applied Soft Computing, Vol. 108
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ME-MEOA/DCC: Multiobjective constrained clustering through decomposition-based memetic elitism
Swarm and Evolutionary Computation, Vol. 66
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Synthetic Sample Generation for Label Distribution Learning
Information Sciences, Vol. 544, pp. 197-213
2020
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Agglomerative Constrained Clustering Through Similarity and Distance Recalculation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Big Data Preprocessing: Enabling Smart Data
Springer International Publishing, pp. 1-186
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DILS: Constrained clustering through dual iterative local search
Computers and Operations Research, Vol. 121
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Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors Classifier for Big Data
IEEE Transactions on Fuzzy Systems, Vol. 28, Núm. 5, pp. 874-886
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Improving constrained clustering via decomposition-based multiobjective optimization with memetic elitism
GECCO 2020 - Proceedings of the 2020 Genetic and Evolutionary Computation Conference
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Preprocessing methodology for time series: An industrial world application case study
Information Sciences, Vol. 514, pp. 385-401
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Similarity-based and Iterative Label Noise Filters for Monotonic Classification
Proceedings of the Annual Hawaii International Conference on System Sciences
2019
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A first approach on big data missing values imputation
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
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Big data preprocessing as the bridge between big data and smart data: Bigdapspark and Bigdapflink libraries
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
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Enabling Smart Data: Noise filtering in Big Data classification
Information Sciences, Vol. 479, pp. 135-152
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From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification
International Journal of Intelligent Systems, Vol. 34, Núm. 12, pp. 3260-3274
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Label noise filtering techniques to improve monotonic classification
Neurocomputing, Vol. 353, pp. 83-95
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Smartdata: Data preprocessing to achieve smart data in R
Neurocomputing, Vol. 360, pp. 1-13
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Transforming big data into smart data: An insight on the use of the k-nearest neighbors algorithm to obtain quality data
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 9, Núm. 2
2018
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A preliminary study on Hybrid Spill-Tree Fuzzy k-Nearest Neighbors for big data classification
IEEE International Conference on Fuzzy Systems
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A preliminary study on Hybrid Spill-Tree Fuzzy k-Nearest Neighbors for big data classification
2018 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)