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Papers authored by Joao Gama

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2014 Joao Gama

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Challenges in Learning from Streaming Data

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Vânia Almeida, João Gama

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Collaborative Wind Power Forecast

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João Vinagre, Alípio Mário Jorge, João Gama

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Fast Incremental Matrix Factorization for Recommendation with Positive-Only Feedback

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Luís Moreira-Matias

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, Jorge Freire de Sousa

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, João Gama

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, João Mendes-Moreira

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, Jorge Freire de Sousa

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An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time

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Pedro Pereira, Rita P. Ribeiro, João Gama

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Failure Prediction – An Application in the Railway Industry

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2013 Petr Kosina, João Gama

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Very fast decision rules for classification in data streams

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Hadi Fanaee-T.

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, T. Hadi Fanaee, Joao Gama

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Event labeling combining ensemble detectors and background knowledge

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Elaine R. Faria, Isabel J. C. R. Goncalves, Joao Gama

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, Andre C. P. L. F. Carvalho

Evaluation Methodology for Multiclass Novelty Detection Algorithms

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Luís Moreira-Matias

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, João Gama

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, Michel Ferreira, João Mendes-Moreira

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, Luís Damas

Predicting Taxi-Passenger Demand Using Streaming Data

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Daniela Vasco, Pedro Pereira Rodrigues

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, Joao Gama

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Contextual anomalies in medical data

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João Gama

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, Petr Kosina

Recurrent concepts in data streams classification

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Joao Gama

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, Pedro Pereira Rodrigues

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Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, Porto, Portugal, June 20-22, 2013

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Joao Gama

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WIPS: The WiSARD indoor positioning system

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Ezilda Almeida, Carlos Ferreira, João Gama

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Adaptive Model Rules from Data Streams

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Joao Gama

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Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Beijing, China, August 3, 2013

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L. Moreira-Matias

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, R. Fernandes, J. Mendes-Moreira

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, M. Ferreira, Joao Gama

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, L. Damas

On recommending urban hotspots to find our next passenger

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Ezilda Almeida, Petr Kosina, João Gama

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Random rules from data streams

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João Gama

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, Petr Kosina, Ezilda Almeida

Avoiding Anomalies in Data Stream Learning

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Elaine R. Faria, João Gama

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, André C. P. L. F. Carvalho

Novelty detection algorithm for data streams multi-class problems

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Joao Gama

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Learning model rules from high-speed data streams

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