Trabajos de Jose A. Lozano

Computer Science


  Listando 22 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
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Article Fitting the data from embryo implantation prediction: Learning from label proportions Hernandez-Gonzalez, Jeronimo; Inza, Inaki; Crisol-Ortiz, Lorena; Guembe, Maria A.; Inarra, Maria J.; Lozano, Jose A. STATISTICAL METHODS IN MEDICAL RESEARCH 0962-2802 (2018) DOI / 10.1177/0962280216651098
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Article Reliable early classification of time series based on discriminating the classes over time Mori, Usue; Mendiburu, Alexander; Keogh, Eamonn; Lozano, Jose A. DATA MINING AND KNOWLEDGE DISCOVERY 1384-5810 (2017) DOI / 10.1007/s10618-016-0462-1
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Article Merge Nondominated Sorting Algorithm for Many-Objective Optimization Moreno, Javier; Rodriguez, Daniel; Nebro, Antonio J.; Lozano, Jose A. IEEE TRANSACTIONS ON CYBERNETICS (2021) DOI / 10.1109/tcyb.2020.2968301
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Article A system for airport weather forecasting based on circular regression trees Larraondo, Pablo Rozas; Inza, Inaki; Lozano, Jose A. ENVIRONMENTAL MODELLING & SOFTWARE 1364-8152 (2018) DOI / 10.1016/j.envsoft.2017.11.004
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Article Detection of sand dunes on Mars using a regular vine-based classification approach Carrera, Diana; Bandeira, Lourenco; Santana, Roberto; Lozano, Jose A. KNOWLEDGE-BASED SYSTEMS 0950-7051 (2019) DOI / 10.1016/j.knosys.2018.10.011 Green accepted
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Article On-line Elastic Similarity Measures for time series Oregi, Izaskun; Perez, Aritz; Del Ser, Javier; Lozano, Jose A. PATTERN RECOGNITION 0031-3203 (2019) DOI / 10.1016/j.patcog.2018.12.007 Green published
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Article Identifying common treatments from Electronic Health Records with missing information. An application to breast cancer Zaballa, Onintze; Perez, Aritz; Gomez Inhiesto, Elisa; Acaiturri Ayesta, Teresa; Lozano, Jose A. PLOS ONE 1932-6203 (2020) DOI / 10.1371/journal.pone.0244004 Gold DOAJ, Green published
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Article Aggregated outputs by linear models: An application on marine litter beaching prediction Hernandez-Gonzalez, Jeronimo; Inza, Inaki; Granado, Igor; Basurko, Oihane C.; Fernandes, Jose A.; Lozano, Jose A. INFORMATION SCIENCES 0020-0255 (2019) DOI / 10.1016/j.ins.2018.12.083
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Review A review on distance based time series classification Abanda, Amaia; Mori, Usue; Lozano, Jose A. DATA MINING AND KNOWLEDGE DISCOVERY 1384-5810 (2019) DOI / 10.1007/s10618-018-0596-4 Green submitted, Green published
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Article Analysis of the sensitivity of the End-Of-Turn Detection task to errors generated by the Automatic Speech Recognition process Montenegro, Cesar; Santana, Roberto; Lozano, Jose A. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 0952-1976 (2021) DOI / 10.1016/j.engappai.2021.104189 Gold other, Green accepted
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Article An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study Castro, Olacir R., Jr.; Pozo, Aurora; Lozano, Jose A.; Santana, Roberto SWARM INTELLIGENCE 1935-3812 (2017) DOI / 10.1007/s11721-017-0134-9
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Article Water leak detection using self-supervised time series classification Blazquez-Garcia, Ane; Conde, Angel; Mori, Usue; Lozano, Jose A. INFORMATION SCIENCES 0020-0255 (2021) DOI / 10.1016/j.ins.2021.06.015
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Article A Note on the Behavior of Majority Voting in Multi-Class Domains with Biased Annotators Hernandez-Gonzalez, Jeronimo; Inza, Inaki; Lozano, Jose A. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 1041-4347 (2019) DOI / 10.1109/tkde.2018.2845400
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Article Early classification of time series using multi-objective optimization techniques Mori, U.; Mendiburu, A.; Miranda, I. M.; Lozano, J. A. INFORMATION SCIENCES 0020-0255 (2019) DOI / 10.1016/j.ins.2019.04.024 Green accepted
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Article Anatomy of the Attraction Basins: Breaking with the Intuition Hernando, Leticia; Mendiburu, Alexander; Lozano, Jose A. EVOLUTIONARY COMPUTATION 1063-6560 (2019) DOI / 10.1162/evco_a_00227 Green published, Bronze
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Article Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation Roman, Ibai; Santana, Roberto; Mendiburu, Alexander; Lozano, Jose A. NEUROCOMPUTING 0925-2312 (2021) DOI / 10.1016/j.neucom.2021.08.020 Hybrid
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Article Learning to classify software defects from crowds: A novel approach Hernandez-Gonzaleza, Jeronimo; Rodriguez, Daniel; Inza, Inaki; Harrison, Rachel; Lozano, Jose A. APPLIED SOFT COMPUTING 1568-4946 (2018) DOI / 10.1016/j.asoc.2017.10.047 Green submitted
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Article Multi-Objectivising Combinatorial Optimisation Problems by Means of Elementary Landscape Decompositions Ceberio, Josu; Calvo, Borja; Mendiburu, Alexander; Lozano, Jose A. EVOLUTIONARY COMPUTATION 1063-6560 (2019) DOI / 10.1162/evco_a_00219 Green accepted
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Article A machine learning approach to predict healthcare cost of breast cancer patients Rakshit, Pratyusha; Zaballa, Onintze; Perez, Aritz; Gomez-Inhiesto, Elisa; Acaiturri-Ayesta, Maria T.; Lozano, Jose A. SCIENTIFIC REPORTS 2045-2322 (2021) DOI / 10.1038/s41598-021-91580-x Green published, Gold
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Article Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness Mori, Usue; Mendiburu, Alexander; Dasgupta, Sanjoy; Lozano, Jose A. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2162-237X (2018) DOI / 10.1109/tnnls.2017.2764939
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Article Measuring the class-imbalance extent of multi-class problems Ortigosa-Hernandez, Jonathan; Inza, Inaki; Lozano, Jose A. PATTERN RECOGNITION LETTERS 0167-8655 (2017) DOI / 10.1016/j.patrec.2017.08.002
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Article Mutual information based feature subset selection in multivariate time series classification Ircio, Josu; Lojo, Aizea; Mori, Usue; Lozano, Jose A. PATTERN RECOGNITION 0031-3203 (2020) DOI / 10.1016/j.patcog.2020.107525

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