Thomas W. Rauber

Publication Activity (10 Years)

Years Active: 1992-2020
Publications (10 Years): 6

Top Topics

Chemical Process

Fault Diagnosis

Feature Selection

Top Venues

Publications

Thomas W. Rauber, Francisco de Assis Boldt, Celso Jose Munaro
Feature selection for multivariate contribution analysis in fault detection and isolation. J. Frankl. Inst. 357 (10) (2020)
Lucas Henrique Sousa Mello, Flávio Miguel Varejão, Alexandre L. Rodrigues, Thomas W. Rauber
NP-Hardness of minimum expected coverage. Pattern Recognit. Lett. 117 (2019)
Thiago Oliveira-Santos, Alexandre Rodrigues, Victor F. Rocha, Thomas W. Rauber, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
Combining classifiers with decision templates for automatic fault diagnosis of electrical submersible pumps. Integr. Comput. Aided Eng. 25 (4) (2018)
Francisco de Assis Boldt, Thomas W. Rauber, Flávio Miguel Varejão
Cascade Feature Selection and ELM for automatic fault diagnosis of the Tennessee Eastman process. Neurocomputing 239 (2017)
Thiago Oliveira-Santos, Thomas W. Rauber, Flávio Miguel Varejão, Lucas Martinuzzo, Willian Oliveira, Marcos Pellegrini Ribeiro, Alexandre Rodrigues
Submersible Motor Pump Fault Diagnosis System: A Comparative Study of Classification Methods. ICTAI (2016)
Thomas W. Rauber, Victor F. Rocha, Lucas H. Sousa Mello, Flávio Miguel Varejão
Decision template multi-label classification based on recursive dependent binary relevance. CEC (2016)
Thomas W. Rauber, Francisco de Assis Boldt, Flávio Miguel Varejão
Heterogeneous Feature Models and Feature Selection Applied to Bearing Fault Diagnosis. IEEE Trans. Ind. Electron. 62 (1) (2015)
Francisco de Assis Boldt, Thomas W. Rauber, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
Fast feature selection using hybrid ranking and wrapper approach for automatic fault diagnosis of motorpumps based on vibration signals. INDIN (2015)
Francisco de Assis Boldt, Thomas W. Rauber, Flávio Miguel Varejão
Single Sequence Fast Feature Selection for High-Dimensional Data. ICTAI (2015)
Thomas W. Rauber, Lucas H. Sousa Mello, Victor F. Rocha, Flávio Miguel Varejão
Multi-label Fault Classification Experiments in a Chemical Process. BRACIS (2014)
Francisco de Assis Boldt, Thomas W. Rauber, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
Performance analysis of extreme learning machine for automatic diagnosis of electrical submersible pump conditions. INDIN (2014)
Francisco de Assis Boldt, Thomas W. Rauber, Flávio Miguel Varejão
Evaluation of the Extreme Learning Machine for automatic fault diagnosis of the Tennessee Eastman chemical process. IECON (2014)
Thomas W. Rauber, Lucas H. Sousa Mello, Victor F. Rocha, Diego Luchi, Flávio Miguel Varejão
Recursive Dependent Binary Relevance Model for Multi-label Classification. IBERAMIA (2014)
Thomas W. Rauber, Flávio Miguel Varejão, Fábio Fabris, Alexandre Rodrigues, Marcos Pellegrini Ribeiro
Automatic diagnosis of submersible motor pump conditions in offshore oil exploration. IECON (2013)
Thomas W. Rauber, Francisco de Assis Boldt, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
Feature models and condition visualization for rotating machinery fault diagnosis. ICECS (2013)
Thomas W. Rauber, Flávio Miguel Varejão
Motor Pump Fault Diagnosis with Feature Selection and Levenberg-Marquardt Trained Feedforward Neural Network. CAIP (1) (2013)
Thomas W. Rauber, Francisco de Assis Boldt, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro
Computational intelligence for automatic diagnosis of submersible motor pump conditions in offshore oil exploration. ICECS (2013)
Lucas H. Sousa Mello, Flávio Miguel Varejão, Thomas W. Rauber
Kernel enhanced multilayer perceptron for industrial process diagnosis. IJCNN (2012)
Thomas W. Rauber, Karsten Berns
Kernel Multilayer Perceptron. SIBGRAPI (2011)
Fernando Kentaro Inaba, Evandro O. T. Salles, Thomas W. Rauber
Kernel Sammon Map. SIBGRAPI (2011)
Estefhan Dazzi Wandekokem, Eduardo Mendel, Fábio Fabris, Marcelo Valentim, Rodrigo J. Batista, Flávio Miguel Varejão, Thomas W. Rauber
Diagnosing multiple faults in oil rig motor pumps using support vector machine classifier ensembles. Integr. Comput. Aided Eng. 18 (1) (2011)
Estefhan Dazzi Wandekokem, Flávio Miguel Varejão, Thomas W. Rauber
An Overproduce-and-Choose Strategy to Create Classifier Ensembles with Tuned SVM Parameters Applied to Real-World Fault Diagnosis. CIARP (2010)
Marcelo V. de Oliveira, Estefhan Dazzi Wandekokem, Eduardo Mendel, Fábio Fabris, Flávio Miguel Varejão, Thomas W. Rauber, Rodgrigo Batista
A Comparison of Two Feature-Based Ensemble Methods for Constructing Motor Pump Fault Diagnosis Classifiers. ICTAI (1) (2010)
Eduardo Mendel, Thomas W. Rauber, Flávio Miguel Varejão, Rodrigo J. Batista
Rolling element bearing fault diagnosis in rotating machines of oil extraction rigs. EUSIPCO (2009)
Thomas W. Rauber, Tim Braun, Karsten Berns
Probabilistic distance measures of the Dirichlet and Beta distributions. Pattern Recognit. 41 (2) (2008)
Silvana Rossetto, Flávio Miguel Varejão, Thomas W. Rauber
An Expert System Application for Improving Results in a Handwritten Form Recognition System. IEA/AIE (2002)
Wilian Flavio Rigo, Aurelio Paulo Batista Da Silva, Thomas W. Rauber
Semi-Automatic Identification of Optic Disk by Image Processing for Quantitative Funduscopy. SIBGRAPI (2002)
Silvana Rossetto, Flávio Miguel Varejão, Thomas W. Rauber
Uso de Relacionamentos Semânticos para Auxiliar o Reconhecimento da Informação Manuscrita em Formulários. IBERAMIA-SBIA 2000 Open Discussion Track (2000)
Thomas W. Rauber, Valério B. de Souza, Silvana Rossetto
A System for Automatic Form Reading. BSDIA (1997)
Thomas W. Rauber, M. M. Barata, A. S. Steiger-Garção
Learning of Specific Process Monitors in Machine Tool Supervision. AIRTC (1994)
Thomas W. Rauber, A. S. Steiger-Garção
2-D Form Descriptors Based on a Normalized Parametric Polar Transform (UNL Transform). MVA (1992)
Thomas W. Rauber, A. S. Steiger-Garção
Shape description by UNL Fourier features-an application to handwritten character recognition. ICPR (2) (1992)