Isaac Triguero

Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study

Isaac Triguero, Salvador García, Francisco Herrera · Knowledge and Information Systems · 2013 · 574 citations

Computing, Computer Science, Machine Learning +13

Multi-head CNN–RNN for multi-time series anomaly detection: An industrial case study

Mikel Cañizo, Isaac Triguero, Ángel Conde et al. · Neurocomputing · 2019 · 420 citations · Full text

Computing, Computer Science, Machine Learning +11

kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data

Jesús Maillo, Sergio Andrés Osuna Ramírez, Isaac Triguero et al. · Knowledge-Based Systems · 2016 · 316 citations · Full text

Computing, Computer Science, Data Science +14

KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining

Isaac Triguero, Sergio González, Jose M. Moyano et al. · International Journal of Computational Intelligence Systems · 2017 · 284 citations · Full text

Computing, Data Science, Data Mining +10

A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification

Isaac Triguero, Joaquín Derrac, Salvador García et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2011 · 271 citations

Computing, Computer Science, Data Mining +13