PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Ricard Gavaldà

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Number of EPrints submitted by this user: 29

An Optimal Anytime Estimator Algorithm
Ricard Gavaldà
(2004) Technical Report. Departament de Llenguatges i Sistemes Informatics, UPC, Barcelona, Spain.

An algebraic view on exact learning from queries
Ricard Gavaldà
In: New Computational Paradigms: First Conference on Computability in Europe, CiE 2005, 8-12 Jun 2005, Amsterdam, The Netherlands.

PAC-learning of Markov models with hidden state
Ricard Gavaldà, Philipp W. Keller, Joelle Pineau and Doina Precup
In: 17th European Conference on Machine Learning (ECML'06), 18-22 Sep 2006, Berlin, Germany.

Web Customer Modeling for Automated Session Prioritization on High Traffic Sites
Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres
In: 11th International Conference on User Modelling, 25-29 june, 2007, Corfu, Greece.

Policy-based autonomous bidding for overload management in eCommerce websites
Toni Moreno, Nicolas Poggi, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres
In: Group Decision and Negotiation Meeting 2007, May 14th-17th, 2007, Mount Tremblant, Québec, Canada.

Automatic Detection and Banning of Content Stealing Bots for E-commerce
Nicolas Poggi, Josep Lluis Berral, Toni Moreno, Ricard Gavaldà and Jordi Torres
In: NIPS 2007 Workshop on Machine Learning in Adversarial Environments for Computer Security, 7-8 December 2007, Whistler, British Columbia, Canada.

Adaptive Distributed Mechanism Against Flooding Network Attacks Based on Machine Learning
Josep Ll. Berral, Nicolas Poggi, Javier Alonso, Ricard Gavaldà and Jordi Torres
In: The First ACM Workshop on Artificial Intelligence on Security (AISec'08), 27 Oct 2008, Alexandria, Virginia, USA.

Towards feasible PAC-learning of probabilistic deterministic finite automata
Jorge Castro and Ricard Gavaldà
In: 9th International Colloquium on Grammatical Inference (ICGI'08), 22-24 Sep 2008, Saint Malo, France.

Mining adaptively frequent closed unlabeled rooted trees in data streams
Albert Bifet and Ricard Gavaldà
In: The 14th ACM SIGKDD Intl. Conference on Knowledge Discovery and Data Mining (KDD'08), 21-24 Aug 2008, Las Vegas, USA.

Reducing wasted resources to help achieve green data centers
Jordi Torres, David Carrera, Kevin Hogan, Ricard Gavaldà, Vicenç Beltrán and Nicolas Poggi
In: The Fourth Workshop on High-Performance, Power-Aware Computing (HPPAC 2008), 14 Apr 2008, Miami, USA.

Machine Learning in Secondary Education?
Ricard Gavaldà
In: Workshop on Teaching Machine Learning, 2008, 6-7 May 2008, Saint Étienne, France.

Self-Adaptive Utility-Based Web Session Management
Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres
Computer Networks 2008.

Self-Adaptive Utility-Based Web Session Management.
Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà and Jordi Torres
Computer Networks Volume 53, Number 10, pp. 1712-1721, 2009. ISSN 1389-1286

The frequency spectrum of finite samples from the intermittent silence process
Ramon Ferrer-i-Cancho and Ricard Gavaldà
Journal of the American Society for Information Science and Technology (JASIST) Volume 60, Number 1, pp. 837-843, 2009.

An Algebraic Perspective on Boolean Function Learning
Ricard Gavaldà and Denis Thérien
In: 20th Intl. Conf. on Algorithmic Learning Theory (ALT'09), 3-5 Oct 2009, Porto, Portugal.

Mining frequent closed trees in evolving data streams
Albert Bifet and Ricard Gavaldà
Intelligent Dtaa Analysis Volume 15, pp. 29-48, 2011.

A Lower Bound for Learning Distributions Generated by Probabilistic Automata
Borja Balle, Jorge Castro and Ricard Gavaldà
In: 21st Intl. Conf. on Algorithmic Learning Theory (ALT'10), october 6-8, 2010, Canberra, Australia.

Non-intrusive Estimation of QoS Degradation Impact on E-commerce User Satisfaction
Nicolas Poggi, David Carrera, Ricard Gavaldà and Eduard Ayguadé
In: 10th IEEE Symposium on Network Computing and Applications (IEEE NCA 2011), 25-27 aug. 2011, Cambridge (Mass.), USA.

Learning Read-Constant Polynomials of Constant Degree Modulo Composites
Arkadev Chattopadhyay, Ricard Gavaldà, Kristoffer Arnsfelt Hansen and Denis Thérien
In: 6th International Computer Science Symposium in Russia (CSR 2011), 14-18 june 2011, Saint Petersburg, Russia.

SalaboMiner - A Biomedical Literature Mining Tool for Inferring the Genetics of Complex Diseases
Leonor Rib, Ricard Gavaldà, José Manuel Soria and Alfonso Buil, ed. (2011) BIOSTEC Conference series Proceedings . SciTEPress , Rome, Italy . ISBN 978-989-8425-36-2

Optimal Resource Allocation in a Virtualized Software Aging Platform with Software Rejuvenation
Javier Alonso, Inigo Gori, Jordi Guitart, Ricard Gavaldà and Jordi Torres
In: IEEE 22nd International Symposium on Software Reliability Engineering,, November 29 - December 2, 2011, Hiroshima (Japan).

Spectral Learning of General Weighted Automata via Constrained Matrix Completion
Borja Balle and Mehryar Mohri
In: NIPS: Neural Information Processing Conference 2012, 03-09 Dec 2012, Lake Tahoe, USA.

Bootstrapping and Learning PDFA in Data Streams
Borja Balle, Jorge Castro and Ricard Gavaldà
In: Intl. Conf. on Grammatical Inference, ICGI 2012, 03-08 Sept 2012, Washington, USA.

Advanced Topics on Data Stream Mining
Albert Bifet, Joao Gama, Ricard Gavaldà, Georg Krempl, Mykola Pechenizkiy, Bernhard Pfahringer, Myra Spiliopoulou and Indrė Žliobaitė
In: ECML PKDD 2012, Sept. 24-28, 2012, Bristol, UK.

Learning Probability Distributions Generated by Finite-State Machines
Jorge Castro and Ricard Gavaldà
In: Intl. Conf. on Grammatical Inference, ICGI 2012, 03-08 Sept 2012, Washington, USA.

Applying trust metrics based on user interactions to recommendation in social networks
Alberto Lumbreras and Ricard Gavaldà
In: 1st International Workshop of Social Knowledge Discovery and Utilization (SKDU'12), 26-28 aug 2012, Istambul, Turkey.

Towards Trust-Aware Recommender Systems
Alberto Lumbreras
(2012) Masters thesis, Universitat Politècnica de Catalunya.

Using twitter as a source of information for time series prediction
Ramon Xuriguera
(2012) Masters thesis, Universitat Politècnica de Catalunya.

A Software system for the microbial source tracking problem
David Sànchez-Mendoza
(2012) Masters thesis, Universitat Politècnica de Catalunya.