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Luís Torgo

2010 – today

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2012
[j5]
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Brett Drury, Luís Torgo, José João Almeida: Classifying News Stories with a Constrained Learning Strategy to Estimate the Direction of a Market Index. IJCSA 9(1): 1-22 (2012)
[c30]
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  - conf/ecai/OhashiT12
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Orlando Ohashi, Luís Torgo: Wind speed forecasting using spatio-temporal indicators. ECAI 2012: 975-980
[c29]
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Orlando Ohashi, Luís Torgo: Spatial Interpolation Using Multiple Regression. ICDM 2012: 1044-1049
2011
[c28]
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  - conf/ijcai/TorgoL11
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Luís Torgo, Elsa Lopes: Utility-Based Fraud Detection. IJCAI 2011: 1517-1522
[c27]
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Luís Torgo, Orlando Ohashi: 2D-interval predictions for time series. KDD 2011: 787-794
[c26]
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Brett Drury, Gaël Dias, Luís Torgo: A Contextual Classification Strategy for Polarity Analysis of Direct Quotations from Financial News. RANLP 2011: 434-440
2010
[c25]
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  - conf/ecai/OhashiTR10
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Orlando Ohashi, Luís Torgo, Rita P. Ribeiro: Interval Forecast of Water Quality Parameters. ECAI 2010: 283-288
[r2]
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Luís Torgo: Model Trees. Encyclopedia of Machine Learning 2010: 684-686
[r1]
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Luís Torgo: Regression Trees. Encyclopedia of Machine Learning 2010: 842-845

2000 – 2009

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2009
[c24]
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  - conf/dis/TorgoR09
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Luís Torgo, Rita P. Ribeiro: Precision and Recall for Regression. Discovery Science 2009: 332-346
[c23]
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  - conf/epia/TorgoPS09
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Luís Torgo, Welma Pereira, Carlos Soares: Detecting Errors in Foreign Trade Transactions: Dealing with Insufficient Data. EPIA 2009: 435-446
2007
[c22]
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Luís Torgo: Resource-Bounded Fraud Detection. EPIA Workshops 2007: 449-460
[c21]
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Luís Torgo, Rita P. Ribeiro: Utility-Based Regression. PKDD 2007: 597-604
2006
[j4]
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  - journals/ijdar/SilvaJT06
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Ana Costa e Silva, Alípio Mário Jorge, Luís Torgo: Design of an end-to-end method to extract information from tables. IJDAR 8(2-3): 144-171 (2006)
[c20]
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Rita P. Ribeiro, Luís Torgo: Rule-Based Prediction of Rare Extreme Values. Discovery Science 2006: 219-230
[c19]
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Luís Torgo, Rita P. Ribeiro: Predicting Rare Extreme Values. PAKDD 2006: 816-820
2005
[c18]
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Luís Torgo, Joana Marques: Adapting Peepholing to Regression Trees. EPIA 2005: 293-303
[c17]
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Luís Torgo: Regression error characteristic surfaces. KDD 2005: 697-702
[e2]
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João Gama, Rui Camacho, Pavel Brazdil, Alípio Jorge, Luís Torgo (Eds.): Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings. Lecture Notes in Computer Science 3720, Springer 2005, ISBN 3-540-29243-8
[e1]
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Alípio Jorge, Luís Torgo, Pavel Brazdil, Rui Camacho, João Gama (Eds.): Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings. Lecture Notes in Computer Science 3721, Springer 2005, ISBN 3-540-29244-6
2003
[j3]
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Luís Torgo, Joaquim Pinto da Costa: Clustered Partial Linear Regression. Machine Learning 50(3): 303-319 (2003)
[c16]
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Rita P. Ribeiro, Luís Torgo: Predicting Harmful Algae Blooms. EPIA 2003: 308-312
[c15]
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Ana Costa e Silva, Alípio Jorge, Luís Torgo: Automatic Selection of Table Areas in Documents for Information Extraction. EPIA 2003: 460-465
[c14]
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Luís Torgo, Rita P. Ribeiro: Predicting Outliers. PKDD 2003: 447-458
2001
[c13]
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Luís Torgo: A Study on End-Cut Preference in Least Squares Regression Trees. EPIA 2001: 104-115
[c12]
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Pedro de Almeida, Luís Torgo: The Use of Domain Knowledge in Feature Construction for Financial Time Series Prediction. EPIA 2001: 116-129
2000
[j2]
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Luís Torgo: Thesis: Inductive learning to tree-based regression models. AI Commun. 13(2): 137-138 (2000)
[c11]
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  - conf/ecml/TorgoC00
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Luís Torgo, Joaquim Pinto da Costa: Clustered Partial Linear Regression. ECML 2000: 426-436
[c10]
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Luís Torgo: Partial Linear Trees. ICML 2000: 1007-1014
[c9]
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Luís Torgo: Efficient and Comprehensible Local Regression. PAKDD 2000: 376-379

1990 – 1999

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1998
[c8]
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Luís Torgo: Error Estimators for Pruning Regression Trees. ECML 1998: 125-130
[c7]
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  - conf/iberamia/GamaTS98
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João Gama, Luís Torgo, Carlos Soares: Dynamic Discretization of Continuous Attributes. IBERAMIA 1998: 160-169
1997
[j1]
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Luís Torgo, João Gama: Regression Using Classification Algorithms. Intell. Data Anal. 1(1-4): 275-292 (1997)
[c6]
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Luís Torgo, João Gama: Search-Based Class Discretization. ECML 1997: 266-273
[c5]
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Luís Torgo: Functional Models for Regression Tree Leaves. ICML 1997: 385-393
1996
[c4]
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  - conf/sbia/TorgoG96
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Luís Torgo, João Gama: Regression by Classification. SBIA 1996: 51-60
1993
[c3]
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Luís Torgo: Controlled Redundancy in Incremental Rule Learning. ECML 1993: 185-195
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Luís Torgo: Rule Combination in Inductive Learning. ECML 1993: 384-389
1991
[c1]
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Pavel Brazdil, Matjaz Gams, Sati S. Sian, Luís Torgo, Walter Van de Velde: Panel: Learning in Distributed Systems and Multi-Agent Environments. EWSL 1991: 412-423