Intelligent Systems Group - GIC 21/086
Dissertationen geleitet (43) Dissertationen, die von den Mitgliedern der Gruppe geleitet wurden
2023
-
Broadening the Horizon of Adversarial Attacks in Deep Learning
VADILLO JUEGUEN, JON
unter der Leitung von ROBERTO SANTANA HERMIDA y JOSE ANTONIO LOZANO ALONSO -
Contributions to the mathematical modeling of estimation of distribution algorithms and pseudo-boolean functions
UNANUE GUAL, IMANOL
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y MARIA MERINO MAESTRE -
Supervised learning in time-dependent environments with performance guarantees
ÁLVAREZ CASTRO, VERÓNICA
unter der Leitung von JOSE ANTONIO LOZANO ALONSO
2022
-
Contributions to Time Series Classification: Meta-Learning and Explainability
Abanda Elustondo, Amaia
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y USUE MORI CARRASCAL -
Contributions to Vine-Copula Modeling
CARRERA SOTO, DIANA MARIA
unter der Leitung von ROBERTO SANTANA HERMIDA y JOSE ANTONIO LOZANO ALONSO -
Contributions to time series data mining towards the detection of outliers/anomalies
BLÁZQUEZ GARCÍA, ANE
unter der Leitung von USUE MORI CARRASCAL -
Assessing the representation of seen and unseen contents in human brains and deep artificial networks
MEI, NING
unter der Leitung von ROBERTO SANTANA HERMIDA -
Advances in Branch-and-Fix methods to solve the Hamiltonian cycle problem in manufacturing optimization
Murua Etxeberria, Maialen
unter der Leitung von ROBERTO SANTANA HERMIDA -
Advances in Streaming Novelty Detection
CARREÑO LOPEZ, ANDER
unter der Leitung von IÑAKI INZA CANO y JOSE ANTONIO LOZANO ALONSO
2021
-
Algorithms for large orienteering problems
KOBEAGA URRIOLABEITIA, GORKA
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y MARIA MERINO MAESTRE -
Efficient meta-heuristics for spacecraft trajectory optimization
Shirazi, Abolfazl
unter der Leitung von JOSU CEBERIO URIBE y JOSE ANTONIO LOZANO ALONSO -
Contributions to neuronal architecture search in generative and multitask modeling
GARCIARENA HUALDE, UNAI
unter der Leitung von JOSE ANTONIO LOZANO ALONSO, ROBERTO SANTANA HERMIDA y ALEXANDER MENDIBURU ALBERRO
2020
-
High performance scientific computing in applications with direct finite element simulation
KRISHNASAMY, EZHILMATHI
unter der Leitung von JOSE ANTONIO LOZANO ALONSO -
Contributions to automatic learning of kernel functions
ROMAN TXOPITEA, IBAI
unter der Leitung von ROBERTO SANTANA HERMIDA y ALEXANDER MENDIBURU ALBERRO
2019
-
K-means for massive data
CAPO RANGEL, MARCO VINICIO
unter der Leitung von ARITZ PEREZ MARTINEZ y JOSE ANTONIO LOZANO ALONSO -
Application of machine learning techniques to weather forecasting
ROZAS LARRAONDO, PABLO
unter der Leitung von IÑAKI INZA CANO y JOSE ANTONIO LOZANO ALONSO -
Variable selection for data aggregated from different sources with group of variable structure
Broc, Camilo Lucien
unter der Leitung von BORJA CALVO MOLINOS
2018
-
Theoretical and methodological advances in semi-supervised learning and the class-imbalance problem
ORTIGOSA HERNANDEZ, JONATHAN
unter der Leitung von IÑAKI INZA CANO y JOSE ANTONIO LOZANO ALONSO
2017
-
Development of hybrid metaheuristics based on instance reduction for combinatorial optimization problems
PINACHO DAVIDSON, PEDRO PABLO
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y CHRISTIAN BLUM
2015
-
Contributions to learning Bayesian network models from weakly supervised data: Application to Assisted Reproductive Technologies and Software Defect Classification
Hernández González, Jerónimo
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y IÑAKI INZA CANO -
Contributions to the efficient use of general purpose coprocessors: kernel density estimation as case study
López Novoa, Unai
unter der Leitung von JOSE MIGUEL ALONSO y ALEXANDER MENDIBURU ALBERRO -
Contributions to High-Throughput Computing Based on the Peer-to-Peer Paradigm
Pérez Miguel, Carlos
unter der Leitung von JOSE MIGUEL ALONSO y ALEXANDER MENDIBURU ALBERRO -
Instances of combinatorial optimization problems: complexity and generation
Hernando Rodríguez, Leticia
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y ALEXANDER MENDIBURU ALBERRO -
Contributions to time series data mining departing from the problem of road travel time modeling
MORI CARRASCAL, USUE
unter der Leitung von ALEXANDER MENDIBURU ALBERRO y JOSE ANTONIO LOZANO ALONSO
2014
-
Sampling and learning distance-based probability models for permutation spaces
IRUROZQUI ARRIETA, EKHIÑE
unter der Leitung von BORJA CALVO MOLINOS y JOSE ANTONIO LOZANO ALONSO -
Solving permutation problems with estimation of distribution algorithms and extensions thereof
CEBERIO URIBE, JOSU
unter der Leitung von ALEXANDER MENDIBURU ALBERRO y JOSE ANTONIO LOZANO ALONSO
2013
-
Mechanisms and techniques for scheduling in supercomputers
PASCUAL SAIZ, JOSE ANTONIO
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y JOSE MIGUEL ALONSO -
Advances in error estimation and multi-dimensional supervised classification
RODRIGUEZ FERNANDEZ, JUAN DIEGO
unter der Leitung von ARITZ PEREZ MARTINEZ y JOSE ANTONIO LOZANO ALONSO -
Tools for the realistic evaluation of parallel computing systems
RIDRUEJO PEREZ, FRANCISCO JAVIER
unter der Leitung von JAVIER NAVARIDAS PALMA y JOSE MIGUEL ALONSO
2012
-
Contributions to the analysis and understanding of estimation of distribution algorithms
ECHEGOYEN ARRUTI, CARLOS
unter der Leitung von ALEXANDER MENDIBURU ALBERRO y JOSE ANTONIO LOZANO ALONSO
2011
-
Data analysis advances in marine science for fisheries management: supervised classification applications
Fernandes Salvador, José Antonio
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y IÑAKI INZA CANO
2010
-
Supervised classification in continuous domains with Bayesian networks
Pérez Martínez, Aritz
unter der Leitung von IÑAKI INZA CANO y PEDRO MARIA LARRAÑAGA MUGICA
2009
-
Performance evaluation of interconnection networks using simulation: tools and case studies
Navaridas Palma, Javier
unter der Leitung von JOSE MIGUEL ALONSO -
Consensus policies to solve bioinformatic problems through Bayesian network classifiers and estimation of distribution algorithms
Armañanzas Arnedillo, Ruben
unter der Leitung von IÑAKI INZA CANO y PEDRO MARIA LARRAÑAGA MUGICA
2008
-
Advances on supervised and unsupervised learning of Bayesian network models: application to population genetics
Santafé Rodrigo, Guzmán
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y PEDRO MARIA LARRAÑAGA MUGICA -
Positive unlabelled learning with applications in computational biology
Calvo Molinos, Borja
unter der Leitung von JOSE ANTONIO LOZANO ALONSO y PEDRO MARIA LARRAÑAGA MUGICA
2007
-
An optimization approach for software test data generation: applications of estimation of distribution algorithms and scatter search
Sagarna Almandoz, Ramón
unter der Leitung von JOSE ANTONIO LOZANO ALONSO
2006
-
Parallel implementation of estimation of distribution algorithms based on probabilistic graphical models. Application to chemical calibration models
Mendiburu Alberro, Alexander
unter der Leitung von JOSE MIGUEL ALONSO y JOSE ANTONIO LOZANO ALONSO -
Contributions on theoretical aspects of estimation of distributions algorithms
González Morgado, María Cristina
unter der Leitung von PEDRO MARIA LARRAÑAGA MUGICA y JOSE ANTONIO LOZANO ALONSO -
Advances in probabilistic graphical models for optimisation and learning: applications in protein modeling
Santana Hermida, Roberto
unter der Leitung von PEDRO MARIA LARRAÑAGA MUGICA y JOSE ANTONIO LOZANO ALONSO
2005
-
Learning Bayesian networks form data with factorisation and classification purposes: applications in biomedicine
Blanco Gómez, Rosa
unter der Leitung von PEDRO MARIA LARRAÑAGA MUGICA y IÑAKI INZA CANO
2001
-
On unsupervised learning of Bayesian networks and conditional Gaussian networks
Peña Palomar, José Manuel
unter der Leitung von PEDRO MARIA LARRAÑAGA MUGICA y JOSE ANTONIO LOZANO ALONSO
2000
-
Una arquitectura indirecta para el acceso a redes de datos desde GSM
RIVADENEYRA SICILIA JOSE M.
unter der Leitung von JOSE MIGUEL ALONSO