me

Perelló Nieto, Miquel

Documents

Journals and conferences :

Background Check: A general technique to build more reliable and versatile classifiers
Miquel Perelló Nieto, Telmo de Menezes e Silva Filho, Meelis Kull, Peter Flach
International Conference on Data Mining (ICDM). 2016. IEEE, Barcelona, Spain, December, 2016.
Additional documents: slides, github, project webpage supplementary material

Hands-on Course in Networked Control Systems
Josep M. Fuertes, Ricard Villà, Jordi Ayza, Pere Marés, Pau Martí, Manel Velasco, José Yépez, Gina Torres, Miquel Perelló Nieto
In 20th Mediterranean Conference on Control and Automation (MED2012), Barcelona, Spain, July, 2012.

Workshops and technical reports :

Designing a Practical Course in Networked Control Systems
Josep M. Fuertes, Ricard Villà, Jordi Ayza, Pere Marés, Pau Martí, Manel Velasco, José Yépez, Gina Torres, Miquel Perelló Nieto
XV Jornadas de Tiempo Real, Santander, Spain, January, 2012.

Design of a Hands-on Course in Networked Control Systems
Josep M. Fuertes, Ricard Villà, Jordi Ayza, Pere Marés, Pau Martí, Manel Velasco, José Yépez, Gina Torres, Miquel Perelló Nieto
Research report ESAII-RR-12-01, Automatic Control Department, Technical University of Catalonia, report available here, January, 2012.

Final Project Master's Programme in Machine Learning and Data Mining :

Final Project Degree in Technical Engineer in Computer Systems :

Design of a Platform to Test Distributed Conrol Systems (Catalan)
Miquel Perelló Nieto
Bachelour's thesis, 2012.
Additional documents: slides, informe previ, resum, conference, report, report, google code, github

Final Project High School with specialization on Science and Technology :

Sub-atomic world and particle accelerators (Catalan)
Miquel Perelló Nieto
High School thesis, 07-02-2004.

Project proposals:

Semi-supervised learning of deep hierarchical hidden representations
Miquel Perelló Nieto
Research project proposal, 04-03-2015.

Vision as Inverse Graphics
Miquel Perelló Nieto
Research project proposal, 06-03-2015.

Extremely concurrent and distributed acquisition of images and labels
Miquel Perelló Nieto
Research project proposal, 10-02-2015.

Data Mining/Machine Learning :

An analysis of Deep Neural Network training methods
Miquel Perelló Nieto
Lab of Advanced Topics of Computational Intelligence course, 15-05-2013.

Binary Classification of Gaussian Data
Miquel Perelló Nieto, Marc A. Garcia Gonzalo
Report of Computational Intelligence course, 21-01-2013.

Clustering and factor analysis exercise
Miquel Perelló Nieto, Marc A. Garcia Gonzalo
Report 1 of Introduction to Machine Learning course, 28-10-2012.

Case-based reasoning exercise
Miquel Perelló Nieto, Marc A. Garcia Gonzalo
Report 2 of Introduction to Machine Learning course, 19-11-2012.

Supervised classification
Miquel Perelló Nieto, Marc A. Garcia Gonzalo
Report 3 of Introduction to Machine Learning course, 21-12-2012.

Identifificant nombres escrits
Miquel Perelló Nieto, Marc Bergés Garrido
Lab 1 of Data Mining course, 15-06-2012.

Caracterització dels compradors del producte "Alfa" i els seus competidors
Miquel Perelló Nieto, Marc Bergés Garrido
Lab 2 of Data Mining course, 20-06-2012.

Robotics :

Designing an Emotional Basis for Aibo
Miquel Perelló Nieto
Lab of Cognitive Interaction with Robots course, 18-01-2013.
Additional documents: slides, video

Lego Mindstorm Maze Resolving and Optimal Path Return
Miquel Perelló Nieto, Emili Boronat Roselló
Lab of Robotics course, 27-06-2012.

Computer Vision:

Multiview Analysis
Miquel Perelló Nieto
Lab 3 of Object Recognition course, 12-05-2013.

Detection and Recognition of RGB-D and 3D objects
Miquel Perelló Nieto
Lab 1 of Object Recognition course, 12-04-2013.

Descriptors
Miquel Perelló Nieto, Marc A. Garcia Gonzalo
Lab of Computer Vision course, 04-09-2012.

Object Recognition
Miquel Perelló Nieto, Marc A. Garcia Gonzalo
Lab of Computer Vision course, 14-01-2013.

Motion
Miquel Perelló Nieto, Marc A. Garcia Gonzalo
Lab of Computer Vision course, 01-12-2012.

Face detection
Miquel Perelló Nieto, Marc A. Garcia Gonzalo
Lab of Computer Vision course, 02-12-2012.

Natural Language Processing :

Unsupervised Learning of Multiple Languages Using Recurrent Neural Networks
Miquel Perelló Nieto, Mathias Berglund, Tapani Raiko
Report of a Research Project in Computer and Information Science, 04-08-2014.

Natural Language Processing Summary
Miquel Perelló Nieto
Summary of Natural Language Processing course, 04-11-2012.

Classification of documents about organizations
Miquel Perelló Nieto, Marc A. Garcia Gonzalo
Lab of Natural Language Processing course, 16-12-2012.

Information Retrieval :

Resum de Recuperació de la Informació
Miquel Perelló Nieto
Summary of Information Retrieval course, 04-11-2012.

Valoració d'eficiència de diferents algorismes de cerca
Miquel Perelló Nieto
Lab 1 of Information Retrieval course, 07-03-2012.

Eines i Recursos Bioinformatics
Miquel Perelló Nieto
Lab 2 of Information Retrieval course, 06-04-2012.

Hidden Markov Models
Miquel Perelló Nieto
Lab 3 of Information Retrieval course, 26-03-2012.

Artificial Intelligence :

Busqueda Local
Miquel Perelló Nieto, Oscar Rodríguez Pestaña
Lab 1 of Artificial Intelligence course, 04-04-2011.

Sistemes Basats en el Coneixement
Miquel Perelló Nieto, Oscar Rodríguez Pestaña
Lab 2 of Artificial Intelligence course, 02-06-2011.

Recomender system :

Collaborative Filtering: an Empirical Analysis
Miquel Perelló Nieto
Lab of Self-organizing Agent Systems course, 16-04-2013.

Multiagents system :

Critical assessment of the usefulness of multi-agent technology in health care projects
Miquel Perelló Nieto
Seminar on Artificial Intelligence, may 2013.

Mutliagent System for a SmartGrid
Miquel Perelló Nieto, Emili Boronat Roselló, Marc A. Garcia Gonzalo
Lab of Aplications of Artificial Intelligence course, 14-06-2012.

Computer Networks Project

YouRead
Perelló Nieto, M., Ferran Alvaro, Daniel Blasco, Rafa Gracia
Project of Computer Networks course, 2010.

Networks and O.S. Project

Propuesta Comercial
Olmos Alabert, M. ; Perelló Nieto, M. ; Monserrat Nuñez, P. ; Herrero Rosello, A. ; Bertran Logroño, A. ; Requejo García, B. ; Alvaro Saperas, F. ; Exposito Piñol, L. ; Forns Soler, X. ; Fernández Sánchez, M.
Lab of Natural Language Processing course, 27-04-2011.

Digital systems and microcontrollers

Control system and digital screen for a motorcycle
Perelló Nieto, M., Alejandro Marquez, Jordi Piqueras
Project Digital Systems and Microcontrollers course, 02-06-2010.