PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Albert Bifet

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Number of EPrints submitted by this user: 39

An analysis of factors used in search engine ranking
Albert Bifet, Carlos Castillo, Paul-Alexandru Chirita and Ingmar Weber
In: AIRWeb '05, 10-14 May 2005, Chiba, Japan.

Early Drift Detection Method
Manuel Baena-García, José del Campo-Ávila, Raul Fidalgo, Albert Bifet, Ricard Gavaldà and Rafael Morales-Bueno
In: ECML PKDD 2006 Workshop on Knowledge Discovery from Data Streams, 18 Set 2006, Berlin, Germany.

Intersection Algorithms and a Closure Operator on Unordered Trees
José Balcázar, Albert Bifet and Antoni Lozano
In: Mining and Learning with Graphs (MLG 2006), 18 September 2006, Berliin, Germany.

Kalman Filters and Adaptive Windows for Learning in Data Streams
Albert Bifet and Ricard Gavaldà
In: 9th International Conference on Discovery Sicence (DS 2006), 7-10 Oct 2006, Barcelona, Spain.

Learning from Time-Changing Data with Adaptive Windowing
Albert Bifet and Ricard Gavaldà
In: 2007 SIAM International Conference on Data Mining, 26-28 April 2007, Minneapolis, Minnesota, USA.

Mining Frequent Closed Unordered Trees Through Natural Representations
José Balcázar, Albert Bifet and Antoni Lozano
In: 15th International Conference on Conceptual Structures (ICCS 2007), 22-27 July 2007, Sheffield, UK.

Subtree Testing and Closed Tree Mining Through Natural Representations
José Balcázar, Albert Bifet and Antoni Lozano
In: ACKE'07: International Workshop on Advances in Conceptual Knowledge Engineering, 3-7 September 2007, Regensburg, Germany.

Closed and maximal tree mining using natural representations
José Balcázar, Albert Bifet and Antoni Lozano
In: 5th International Workshop on Mining and Learning with Graphs (MLG'07), 1-3 August 2007, Firenze, Italy.

Mining Implications from Lattices of Closed Trees
José Balcázar, Albert Bifet and Antoni Lozano
In: EGC'08: 8èmes journées francophones "Extraction et Gestion des Connaissances, 29 January -1 February, Sophia Antipolis, France.

Learning Decision Trees Adaptively from Data Streams with Time Drift
Albert Bifet and Ricard Gavaldà
(2007) Working Paper. LSI.

New ensemble methods for evolving data streams
Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Richard Kirkby and Ricard Gavaldà
In: KDD 2009, June 28 - July 01, 2009, Paris, France.

Adaptive Learning from Evolving Data Streams.
Albert Bifet and Ricard Gavaldà
In: Advances in Intelligent Data Analysis VIII, IDA 2009, August 31 - September 2, 2009., Lyon, France.

Adaptive XML Tree Classification on Evolving Data Streams
Albert Bifet and Ricard Gavaldà
In: Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2009, September 7-11, 2009, Bled, Slovenia.

Improving Adaptive Bagging Methods for Evolving Data Streams
Albert Bifet, Geoff Holmes, Bernhard Pfahringer and Ricard Gavaldà
In: First Asian Conference on Machine Learning, ACML 2009, November 2-4, 2009, Nanjing, China.

Adaptive XML Tree Mining on Evolving Data Streams
Albert Bifet and Ricard Gavaldà
In: 7th International Workshop on Mining and Learning with Graphs MLG 2009, July 2-4, 2009, Leuven, Belgium.

Mining frequent closed rooted trees
José Balcázar, Albert Bifet and Antoni Lozano
Machine Learning Volume 78, Number 1-2, pp. 1-33, 2009. ISSN 0885-6125 (Print) 1573-0565 (Online)

Adaptive Learning and Mining for Data Streams and Frequent Patterns
Albert Bifet
(2009) PhD thesis, Universitat Politenica de Catalunya.

Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Albert Bifet
(2010) Frontiers in Artificial Intelligence and Applications , Volume 207 . IOS Press , Amsterdam, The Netherlands . ISBN 978-1-60750-090-2

Mining Frequent Closed Rooted Trees
José Balcázar, Albert Bifet and Antoni Lozano
Machine Learning Journal Volume 78, Number 1, pp. 1-33, 2010. ISSN 0885-6125

Fast Perceptron Decision Tree Learning from Evolving Data Streams
Albert Bifet, Geoff Holmes, Bernhard Pfahringer and Eibe Frank
In: Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, June 21-24, 2010, Hyderabad, India.

MOA: Massive Online Analysis
Albert Bifet, Geoff Holmes, Richard Kirkby and Berhard Pfahringer
Journal of Machine Learning Research (JMLR) Volume 11, Number May, pp. 1601-1604, 2010.

Leveraging Bagging for Evolving Data Streams
Albert Bifet, Geoff Holmes and Bernhard Pfahringer
In: Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, September 20-24, 2010, Barcelona, Catalonia.

MOA: Massive Online Analysis, a Framework for Stream Classification and Clustering
Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Philipp Kranen, Hardy Kremer, Timm Jansen and Thomas Seidl
In: First Workshop on Applications of Pattern Analysis, September 1-3, 2010, Cumberland Lodge, Windsor, UK.

Sentiment Knowledge Discovery in Twitter Streaming Data
Albert Bifet and Eibe Frank
In: Discovery Science 2010, October 6-8, 2010, Canberra, Australia.

Accurate ensembles for data streams: Combining restricted Hoeffding trees using stacking.
Albert Bifet, Eibe Frank, Geoff Holmes and Berhard Pfahringer
In: 2nd Asian Conference on Machine Learning (ACML2010), Nov. 8-10, 2010., Tokyo, Japan.

GNUsmail: Open Framework for On-line Email Classification
José M. Carmona-Cejudo, Manuel Baena-García, José del Campo-Ávila, Rafael Morales and Albert Bifet
In: ECAI 2010, August 16-20, 2010, Lisbon, Portugal.

Clustering Performance on Evolving Data Streams: Assessing Algorithms and Evaluation Measures within MOA
Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes and Bernhard Pfahringer
In: ICDM Workshops 2010, 14 December 2010, Sydney, Australia.

MOA: Massive Online Analysis, a framework for stream classification and clustering
Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Philipp Kranen, Hardy Kremer, Timm Jansen and Thomas Seidl
In: HaCDAIS 2010: International Workshop on Handling Concept Drift in Adaptive Information Systems, September 24th, 2010, Barcelona, Catalonia.

Mining frequent closed trees in evolving data streams
Albert Bifet and Ricard Gavaldà
Intelligent Data Analysis Volume 15, Number 1, pp. 29-48, 2011. ISSN 1088-467X (Print)

Mining frequent closed graphs on evolving data streams
Albert Bifet, Geoff Holmes, Bernhard Pfahringer and Ricard Gavaldà
In: KDD 2011, August 21-24, 2011, San Diego, USA.

Detecting Sentiment Change in Twitter Streaming Data
Albert Bifet, Geoff Holmes, Bernhard Pfahringer and Ricard Gavaldà
In: WAPA 2011, October 19-21, 2011, Castro Urdiales, Spain.

Active Learning with Evolving Streaming Data
Indre Zliobaite, Albert Bifet, Bernhard Pfahringer and Geoff Holmes
In: ECML/PKDD 2011, September 5-9, 2011, Athens, Greece.

Streaming Multi-label Classification
Jesse Read, Albert Bifet, Geoff Holmes and Bernhard Pfahringer
In: WAPA 2011, October 19-21, 2011, Castro Urdiales, Spain.

Online Evaluation of Email Streaming Classifiers Using GNUsmail
José M. Carmona, Manuel Baena-García, José del Campo-Avila, Albert Bifet, Joao Gama and Rafael Morales Bueno
In: IDA 2011, October 29-31, 2011, Porto, Portugal.

MOA-TweetReader: Real-Time Analysis in Twitter Streaming Data
Albert Bifet, Geoff Holmes and Bernhard Pfahringer
In: DS 2011, October 5-7, 2011, Espoo, Finland.

MOA: A Real-Time Analytics Open Source Framework
Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Jesse Read, Philipp Kranen, Hardy Kremer, Timm Jansen and Thomas Seidl
In: ECML/PKDD 2011, September 5-9, 2011, Athens, Greece.

An effective evaluation measure for clustering on evolving data streams
Hardy Kremer, Philipp Kranen, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes and Bernhard Pfahringer
In: KDD 2011, August 21-24, 2011, San Diego, USA.

Using GNUsmail to Compare Data Stream Mining Methods for On-line Email Classification.
José M. Carmona, Manuel Baena-García, José del Campo-Avila, Rafael Morales Bueno, Joao Gama and Albert Bifet
In: WAPA 2011, October 19-21, 2011, Castro Urdiales, Spain.

MOA Concept Drift Active Learning Strategies for Streaming Data
Indre Zliobaite, Albert Bifet, Geoff Holmes and Bernhard Pfahringer
In: WAPA 2011, October 19-21, 2011, Castro Urdiales, Spain.