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ORCIDAndré C. P. L. F. de Carvalho
Publications
- 2024
[j165]Saulo Martiello Mastelini
, Bruno Veloso, Max Halford, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
SWINN: Efficient nearest neighbor search in sliding windows using graphs. Inf. Fusion 101: 101979 (2024)- [j163]Douglas Castilho, Thársis T. P. Souza, Soong Moon Kang, João Gama, André C. P. L. F. de Carvalho:
Forecasting financial market structure from network features using machine learning. Knowl. Inf. Syst. 66(8): 4497-4525 (2024) - 2021
- [i21]Douglas Castilho, Thársis Tuani Pinto Souza, Soong Moon Kang, João Gama, André C. P. L. F. de Carvalho:
Forecasting Financial Market Structure from Network Features using Machine Learning. CoRR abs/2110.11751 (2021) - 2019
- [c173]Douglas Castilho, João Gama, Leandro Resende Mundim, André C. P. L. F. de Carvalho:
Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks. ICCS (3) 2019: 340-353 - 2016
- [j103]Elaine R. Faria, Isabel J. C. R. Gonçalves, André C. P. L. F. de Carvalho, João Gama:
Novelty detection in data streams. Artif. Intell. Rev. 45(2): 235-269 (2016) - [j99]Elaine Ribeiro de Faria, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
MINAS: multiclass learning algorithm for novelty detection in data streams. Data Min. Knowl. Discov. 30(3): 640-680 (2016) - 2015
- [j78]Elaine Ribeiro de Faria, Isabel Ribeiro Gonçalves, João Gama, André Carlos Ponce de Leon Ferreira de Carvalho:
Evaluation of Multiclass Novelty Detection Algorithms for Data Streams. IEEE Trans. Knowl. Data Eng. 27(11): 2961-2973 (2015) - 2014
- [j76]Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, Rodrigo Fernandes de Mello, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
Unsupervised density-based behavior change detection in data streams. Intell. Data Anal. 18(2): 181-201 (2014) - 2013
- [j68]Jonathan de Andrade Silva, Elaine R. Faria, Rodrigo C. Barros, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
Data stream clustering: A survey. ACM Comput. Surv. 46(1): 13:1-13:31 (2013) - [c114]Elaine R. Faria, Isabel J. C. R. Gonçalves, João Gama, André C. P. L. F. de Carvalho:
Evaluation Methodology for Multiclass Novelty Detection Algorithms. BRACIS 2013: 19-25 - [c108]Elaine R. Faria, João Gama, André C. P. L. F. de Carvalho:
Novelty detection algorithm for data streams multi-class problems. SAC 2013: 795-800 - 2012
- [c99]Elaine R. Faria, Rodrigo C. Barros, João Gama, André C. P. L. F. de Carvalho:
Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters. SAC 2012: 829-830 - [c95]Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, André C. P. L. F. de Carvalho, João Gama:
A Density-Based Clustering Approach for Behavior Change Detection in Data Streams. SBRN 2012: 37-42 - 2010
- [c82]Rosane Maria Maffei Vallim, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
Data Stream Mining Algorithms for Building Decision Models in a Computer Role-Playing Game Simulation. SBGames 2010: 108-116 - [p7]João Gama, Pedro Pereira Rodrigues, Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho:
Knowledge Discovery from Data Streams. Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web 2010: 125-138 - 2009
- [j44]Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
Novelty detection with application to data streams. Intell. Data Anal. 13(3): 405-422 (2009) - 2008
- [j35]Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
A review on the combination of binary classifiers in multiclass problems. Artif. Intell. Rev. 30(1-4): 19-37 (2008) - [j33]Edgar Pimenta, João Gama, André Carlos Ponce de Leon Ferreira de Carvalho:
The Dimension of Ecocs for Multiclass Classification Problems. Int. J. Artif. Intell. Tools 17(3): 433-447 (2008) - [c65]João Gama, André Carlos Ponce de Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz:
Special track on Data Streams: editorial message. SAC 2008: 955 - [c64]Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks. SAC 2008: 976-980 - 2007
- [c58]Edgar Pimenta, João Gama, André Carlos Ponce de Leon Ferreira de Carvalho:
Pursuing the Best ECOC Dimension for Multiclass Problems. FLAIRS 2007: 622-627 - [c55]Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
OLINDDA: a cluster-based approach for detecting novelty and concept drift in data streams. SAC 2007: 448-452
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