Jose Antonio Lozano
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University of the Basque Country
Jose Antonio Lozano works in Metaheuristic Optimization Algorithms Research, Evolutionary Algorithms and Applications, Bayesian Modeling and Causal Inference, Advanced Multi-Objective Optimization Algorithms, Constraint Satisfaction and Optimization. Recorded institutional associations include University of the Basque Country, Basque Center for Applied Mathematics.
Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.
Selected research works
Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
2001 · 1,908 citationsSensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation
2009 · 1,878 citationsA Review on Outlier/Anomaly Detection in Time Series Data
2021 · 1,085 citationsAn empirical comparison of four initialization methods for the K-Means algorithm
1999 · 866 citationsMachine learning in bioinformatics
2006 · 860 citationsA Review of Auto-scaling Techniques for Elastic Applications in Cloud Environments
2014 · 701 citationsTowards a New Evolutionary Computation
2006 · 393 citationsTowards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms (Studies in Fuzziness and Soft Computing)
2006 · 335 citationsA review on distance based time series classification
2018 · 296 citationsDifferential Micro RNA Expression in PBMC from Multiple Sclerosis Patients
2009 · 245 citationsA review of travel time estimation and forecasting for Advanced Traveller Information Systems
2014 · 244 citationsAn efficient approximation to the K-means clustering for massive data
2016 · 218 citationsTowards a new evolutionary computation : advances in the estimation of distribution algorithms
2006 · 217 citationsOptimization in Continuous Domains by Learning and Simulation of Gaussian Networks
2000 · 204 citationsSpacecraft trajectory optimization: A review of models, objectives, approaches and solutions
2018 · 170 citationsPath Planning for Single Unmanned Aerial Vehicle by Separately Evolving Waypoints
2015 · 144 citationsFuel optimization strategy for hydrogen fuel cell range extender vehicles applying genetic algorithms
2017 · 143 citationsProtein Folding in Simplified Models With Estimation of Distribution Algorithms
2008 · 139 citationsTowards a New Evolutionary Computation
2006 · 136 citationsDealing with the evaluation of supervised classification algorithms
2015 · 136 citationsA review on estimation of distribution algorithms in permutation-based combinatorial optimization problems
2012 · 131 citationsA Distance-Based Ranking Model Estimation of Distribution Algorithm for the Flowshop Scheduling Problem
2013 · 129 citationsCombinatorial Optimization by Learning and Simulation of Bayesian Networks
2013 · 114 citationsAuto-scaling Techniques for Elastic Applications in Cloud Environments
2012 · 112 citationsApproaching Sentiment Analysis by using semi-supervised learning of multi-dimensional classifiers
2012 · 109 citations