Elies RAMON (Ph.D. in Genetics) Machine learning methods for the prediction of complex phenotypes
David MORÁN (Bachelor in Computer Science) Filtratge de dades per a Support Vector MachinesGerard CEGARRA (Bachelor in Computer Science) Mòdul
computacional per a una plataforma de càlcul online UPC,
2017
Aníbal MARTÍNEZ-SISTAC (Bachelor in Statistics) Models predictius per la detecció del frau en la valoració de béns immobles UPC, 2017
Luis FÁBREGAS (Master in Artificial Intelligence) Forecasting Financial Time Series Using Multiple Kernel Learning UPC, 2017
Krishna KALYAN (Master in Innovation and Research in Informatics) Design and implement a mixture of deep network experts UPC, 2017
Àlex MIRÓ (Bachelor in Computer Science) Sistema de control de magatzems basat en Machine Learning UPC, 2017
Aitor ORTIZ DE LATIERRO (Bachelor in Computer Science) Aprenentatge eficient amb Memòries Associatives Kernelitzades UPC, 2017
Waseem GHRAIYIB (Master in Artificial Intelligence) Multi-label
Learning in Drug Target Prediction UPC, 2016
Alicia NICÁS (Bachelor in Computer Science, tutored) Partitioning
strategies for incremental minibucket UPC, 2016
Juan José VÁZQUEZ (Bachelor in Computer Science) Disseny de
fàrmacs antiinflamatoris UPC, 2016
David CORRALES (Bachelor in Computer Science, tutored) Aplicació informàtica per al diagnòstic de factors psicosocials i efectes sobre la salut dels treballadors UPC, 2016
Adrià JORQUERA (Bachelor in Computer Science) Algorismes d'entrenament per xarxes neuronals basades en similitud UPC, 2016
Lluc PONT (Bachelor in Computer Science) CodeMaker: una nova forma de jugar al MasterMind UPC, 2016
Gabriel PRAT (Ph.D. in
Artificial Intelligence) Stability and accuracy aspects of
Feature Weighting algorithms UPC, 2016
Marc VELMER (Bachelor in Computer Science) Estrategia explotadora en juegos de póquer UPC, 2016
Huseyin COSKUN (Master in Artificial Intelligence, tutored) Human
Pose Estimation with CNNs and LSTMs (TUM, Germany, 2016)
Xavier SERRA (Bachelor in Computer Science) Implementation and
study of a deep/wide kernel machine UPC, 2015
Matthew W. SALTZ (Erasmus Mundus DMKM Master) A study into
kernelized associative memories UPC, 2015
Cristian DÁVILA (Bachelor in Computer Science) Implementación
y estudio de una wide kernel machine basada en RBMs UPC,
2015
Luis FAURA (Bachelor in Computer Science) Predicció de
mutacions a partir de la descomposició per residus de l'energia
d'unió proteïna-pèptid UPC, 2015
Miguel BETANZOS (Master in Artificial Intelligence) A tool
for automatic evaluation of human translation quality within a
MOOC environment UPC, 2015
Laureline PINAULT (École Normale Supérieure de Lyon, internship) Heterogeneous
kernels for machine learning ENS Lyon, 2015
Mauricio PEÑA-GRASS (Master in Statistics and Operations Research)
Multivariate Dynamic Kernels for Financial Time Series
Forecasting UPC, 2015
Albert VILAMALA (Ph.D.
in Artificial Intelligence) Multivariate Methods for
Interpretable Analysis of MRS Data in Brain Tumour Diagnosis
UPC, 2015
Jaime ANDRÉS (Master in Master in Innovation and Research in
Informatics) Streaming Data Clustering in MOA using the Leader
Algorithm UPC, 2015
Sonia SANDALINAS (Bachelor in Computer Science) Interfície web per aprendre Aprenentatge UPC, 2015
Yaroslav HERNÁNDEZ (Bachelor in Computer Science) Estudi
i extensió de funcions de kernel pel tractament de valors
perduts UPC, 2015
Miguel IBERO (Bachelor in Telecommunications) A work queue server for the ICHNAEA project UPC, 2014
Ariadna LLOVET (Bachelor in Computer Science). Development
of a protein quantification algorithm for data analysis in the
field of proteomics UPC, 2014
Nahuel VELAZCO (Bachelor in Computer Science). Disseny de
Serveis Web pel programari ICHNAEA UPC, 2014
Alberto GONZÁLEZ (Master in Biomedical Engineering) Why
machines can not guess how we feel yet UPC, 2014
Carlos GARCÍA (Bachelor in Computer Science). Funcions de
kernel multivariades per a problemes amb dades categòriques
UPC, 2014
Shreyas SESHADRI (Erasmus Mundus MERIT Master). Analysis of Similarity based Representations on Heterogeneous Data UPC, 2014.
David BUCHACA (Master in Artificial Intelligence). A multilayer extension of the similarity neural network UPC, 2014.
Yangdi LI (Erasmus Mundus DMKM Master, tutored). Context-Aware Recommendations UPC, 2013.
Shalini GANGWAR (Erasmus Mundus DMKM Master, tutored). Transfer Learning for transportation UPC, 2013.
Marco VILLEGAS (Master in Artificial Intelligence). An
investigation of new kernels for categorical variables UPC,
2013.
Punyavee NAPALAI (Erasmus Mundus DMKM Master, tutored). Estimation
of downloading advertised mobile application probability
UPC, 2013.
Albert VILÀ (Bachelor in Computer Science). Plataforma
web col·laborativa per serveis científics UPC, 2013
Alejandro DIBAN (Bachelor in Computer Science). Modelització
dels canvis de qualitat en l'aigua del riu Llobregat UPC,
2013
Víctor SANTANDER (Bachelor in Computer Science). Servei
web per al software Identax UPC, 2013
Sergio HERNÁNDEZ (Bachelor in Computer Science). Software
per a l'anàlisi i filtratge de dades de microarray UPC, 2013
Joan CARLES (Bachelor in Computer Science). Disseny d'una GUI
pel software ICHNAEA UPC, 2013
Aitor PÉREZ (Bachelor in Computer Science). ICHNAEA 2.0: un
programari pel modelatge en microbiología UPC, 2013
Pere SOLÀ (Bachelor in Computer Science). Aplicació web
per la validació online d'experiments de mineria de dades
UPC, 2012
Kashif JAVED (Master in Artificial Intelligence). A study of feature selection algorithms for accuracy estimation UPC, 2012.
Jesús SOLS (Master in Applied Mathematics). T-Normas y el Teorema de Ling. UPC, 2012.David SÀNCHEZ (Master in Artificial Intelligence). ICHNAEA: a machine learning software system for microbial source tracking. UPC, 2012.
Bastien BARCHIÉSI (Erasmus Mundus DMKM Master). Multi-class modelling with SVMs for microbial source tracking problems. UPC, 2011.
Vladimer KOBAYASHI (Erasmus Mundus DMKM Master). Missing value
modelling with SVMs for microbial source tracking problems
UPC, 2011.
Jerónimo HERNÁNDEZ (Master in Artificial Intelligence). Heterogeneous Neural Networks and the Leader2 Algorithm. UPC, 2010. You can retrieve his work here.
Jordi PETCHAMÉ (Master in Artificial Intelligence). Liquidity Risk modeling using
Artificial Neural Networks. UPC, 2011.
---> You can retrieve his work here.
Malgorzata WESOŁOWSKA
(Master in Computer Science). A study on feature selection
based on AICc and its application to microarray data.
UPC, 2009.
---> You can retrieve her work here.
Guillermo NEBOT (Master in Artificial Intelligence). An heterogeneous kernel for kernel machines. UPC, 2009. ---> You can retrieve his work here
Niklás COLLIN (Master in Computer Science) Time-Series Prediction of a Waste
Water Treatment Plant: a
case study in data analysis using support vector machines.
Royal Institute of Technology (Sweden), 2004.
Miguel VÁZQUEZ (Máster en Investigación en Informática) Support vector machines and positive
semi-definite matrices. Universidad Complutense de
Madrid, 2004.
Jorge OROZCO (Master of Advanced Studies) A formal framework for similarity and dissimilarity. UPC, 2004.
Luis Carlos MOLINA (Master of Advanced Studies) Feature selection and discretization in the petroleum industry domain. UPC, 2002.
Miguel Ángel RODRÍGUEZ (Bachelor in Computer Science). Campus virtual per a formació de 2n. cicle de l'EPSEB UPC, 2004