Department of Information and Computer Science
Aalto University, Espoo, Finland

Talks

Slides from a selection of talks and tutorials. The slides from conference and workshop talks are linked to within my Publications page.

Tutorials

Multi-label Classification Multi-label Classification ECML-PKDD Summer School on Data Sciences for Big Data September 02-05, 2015, Porto, Portugal.

Multi-label Classification [Part I], [Part II] Summer School on Machine Learning and Knowledge Discovery in Databases (MLKDD) July 14-17, 2013, Sao Carlos, SP, Brazil.

Seminar Talks

"Classifier Chains for Multi-label Classification". Seminar Talk. University of Helsinki, HIIT Kumpula, Helsinki, March 28, 2014

"Advances in Multi-label Classification". Seminar Talk. Universidad de Málaga, Departmento Lenjuages y Ciencias de la Computación, Málaga, June 2011

"On-line Multi-label Classification". Seminar Talk. Universitat Politècnica de Catalunya, Departament de Llenguatges i Sistemes Informàtics, Barcelona, October 2008

Project Talks

"A WSN Testbed for Distributed Signal Processing"

A Selection of Group Talks

"Better Classifier Chains for Multi-label Classification". Group Talk. Signal Theory and Processing Group. Universidad Carlos III de Madrid, July 2011

"Work on Multi-label Classification". Universitat Politècnica de Catalunya, Departament de Llenguatges i Sistemes Informàtics, Barcelona, May 2011

"Scalable Multi-label Classification". Group Talk. Signal Theory and Processing Group. Universidad Carlos III de Madrid, January 2011

"Efficient Multi-label Classification". Internal Doctoral Conference. University of Waikato, November 2009

"Methods for On-line Multi-label Classification". Internal Doctoral Conference. University of Waikato, December 2008

"Ensembles of Nested Dichotomies for Multi-label Classification". Machine Learning Group, Department of Computer Science, University of Waikato, Hamilton, New Zealand, July 2008

"Online Hierarchical Multi-label Classification". Mixed Reality Lab, Department of Computer Science, University of Nottingham, U.K., September 2007

Teaching

Special Course in Computer and Information Science III P (5 ECTS) Spring 2015 (with Jaakko Hollmén) Dynamical models for prediction and decision making

Tratamiento de Datos 2013/2014 (Laboratorios - Procesos Gaussianos). Máster Universitario en Ingeniería de Telecomunicación, Universidad Carlos III de Madrid. [Código Matlab Part 1, Part 2].

Systems and Signals 2013/2014 (Part 1/2) Grado en Ing. Biomédica, Universidad Carlos III de Madrid. [Course Notes].