Efficient Detection of Spurious Inputs for Improving the Robustness of MLP Networks in Practical Applications. - Germano C. Vasconcelos; Michael C. Fairhurst; David L. Bisset (Neural Comput. Appl., 1995)

Investigating feedforward neural networks with respect to the rejection of spurious patterns. - Germano C. Vasconcelos; Michael C. Fairhurst; David L. Bisset (Pattern Recognit. Lett., 1995)

An investigation of feedforward neural networks with respect to the detection of spurious patterns. - Germano Crispim Vasconcelos (1995)

An Experimental Evaluation of the Cascade-Correlation Network in Pattern Recognition Problems. - Germano C. Vasconcelos; Juliana N. G. Ribeiro (ICONIP (2), 1997)

A comparative study of the cascade-correlation architecture in pattern recognition applications. - Juliana N. G. Ribeiro; Germano C. Vasconcelos; Carlos R. O. Queiroz (SBRN, 1997)

Off-line signature verification using an auto-associator cascade-correlation architecture. - Juliana Neiva de Gouvea Ribeiro; Germano Crispim Vasconcelos (IJCNN, 1999)

Neuro-Fuzzy Networks for Pattern Classification and Rule Extraction. - Guilherme A. B. Conde; Patrícia G. Ramos; Germano C. Vasconcelos (SBRN, 2000)

RULEXPERT: A Rule Discovery Tool. - Patrícia G. Ramos; Germano C. Vasconcelos (FSKD, 2002)

A hybrid intelligent system approach for improving the prediction of real world time series. - Tiago A. E. Ferreira; Germano C. Vasconcelos; Paulo J. L. Adeodato (IEEE Congress on Evolutionary Computation, 2004)

Neural Networks vs Logistic Regression: a Comparative Study on a Large Data Set. - Paulo J. L. Adeodato; Germano C. Vasconcelos; Adrian L. Arnaud; Roberto A. F. Santos; Rodrigo C. L. V. Cunha; Domingos S. M. P. Monteiro (ICPR (3), 2004)

A new evolutionary method for time series forecasting. - Tiago A. E. Ferreira; Germano C. Vasconcelos; Paulo J. L. Adeodato (GECCO, 2005)

Parametrical Adjusting of a Hybrid System for the Vehicle Routing Problem with Time Windows. - Humberto Cesar Brandao de Oliveira; Germano C. Vasconcelos; Rafael Vargas Mesquita; Mariane Moreira de Souza (HIS, 2006)

Reducing Traveled Distance in the Vehicle Routing Problem with Time Windows using a Multi-Start Simulated Annealing. - Humberto Cesar Brandao de Oliveira; Germano C. Vasconcelos; Guilherme Bastos Alvarenga (IJCNN, 2006)

A Multi-Start Simulated Annealing Algorithm for the Vehicle Routing Problem with Time Windows. - Humberto Cesar Brandao de Oliveira; Germano C. Vasconcelos; Guilherme Bastos Alvarenga (SBRN, 2006)

An evolutionary Morphological-Rank-Linear approach for time series prediction. - Ricardo de A. Araújo; Germano C. Vasconcelos; Tiago A. E. Ferreira (IEEE Congress on Evolutionary Computation, 2007)

Hybrid differential evolutionary system for financial time series forecasting. - Ricardo de A. Araújo; Germano C. Vasconcelos; Tiago A. E. Ferreira (IEEE Congress on Evolutionary Computation, 2007)

A New Evolutionary Approach for Time Series Forecasting. - Tiago A. E. Ferreira; Germano C. Vasconcelos; Paulo J. L. Adeodato (CIDM, 2007)

A Robust Method for the VRPTW with Multi-Start Simulated Annealing and Statistical Analysis. - Humberto Cesar Brandão de Oliveira; Germano Crispim Vasconcelos; Guilherme Bastos Alvarenga; Rafael Vargas Mesquita; Mariane Moreira de Souza (CISched, 2007)

Hybrid neural systems for large scale credit risk assessment applications. - B. P. de Amorim; Germano C. Vasconcelos; Lourdes Mattos Brasil (J. Intell. Fuzzy Syst., 2007)

A systematic solution for the NN3 Forecasting Competition problem based on an ensemble of MLP neural networks. - Paulo J. L. Adeodato; Germano C. Vasconcelos; Adrian L. Arnaud; Rodrigo C. L. V. Cunha; Domingos Sávio Malaquias Pessoa Monteiro (ICPR, 2008)

The Power of Sampling and Stacking for the PaKDD-2007 Cross-Selling Problem. - Paulo J. L. Adeodato; Germano C. Vasconcelos; Adrian L. Arnaud; Rodrigo C. L. V. Cunha; Domingos S. M. P. Monteiro; Rosalvo F. O. Neto (Int. J. Data Warehous. Min., 2008)

A New Intelligent System Methodology for Time Series Forecasting with Artificial Neural Networks. - Tiago A. E. Ferreira; Germano C. Vasconcelos; Paulo J. L. Adeodato (Neural Process. Lett., 2008)

The role of temporal feature extraction and bagging of MLP neural networks for solving the WCCI 2008 Ford Classification Challenge. - Paulo J. L. Adeodato; Adrian L. Arnaud; Germano C. Vasconcelos; Rodrigo C. L. V. Cunha; Tarcísio B. Gurgel; Domingos S. M. P. Monteiro (IJCNN, 2009)

The Power of Sampling and Stacking for the PAKDD-2007 Cross-Selling Problem. - Paulo J. L. Adeodato; Germano C. Vasconcelos; Adrian L. Arnaud; Rodrigo C. L. V. Cunha; Domingos S. M. P. Monteiro; Rosalvo F. Oliveira Neto (Strategic Advancements in Utilizing Data Mining and Warehousing Technologies, 2010)

Domain Driven Data Mining for Unavailability Estimation of Electrical Power Grids. - Paulo J. L. Adeodato; Petrônio L. Braga; Adrian L. Arnaud; Germano C. Vasconcelos; Frederico Guedes; Hélio B. Menezes; Giorgio O. Limeira (IEA/AIE (2), 2010)

A hybrid search method for the vehicle routing problem with time windows. - Humberto Cesar Brandão de Oliveira; Germano Crispim Vasconcelos (Ann. Oper. Res., 2010)

An experimental investigation of artificial immune system algorithms for credit risk assessment applications. - Antônio I. S. Nascimento; Germano C. Vasconcelos (IEEE Congress on Evolutionary Computation, 2012)

Improve Threshold Segmentation Using Features Extraction to Automatic Lung Delimitation. - Cleunio França; Germano C. Vasconcelos; Paula Diniz; Pedro Melo; Jéssica Diniz; Magdala Novaes (MedInfo, 2013)

Evaluation of Algorithm for Extraction of Lung Regions in CT Exams. - Pedro Melo; Germano C. Vasconcelos; Paula Diniz; Cleunio França; Jéssica Diniz; Magdala Novaes (MedInfo, 2013)

Case-based reasoning combined with neural networks for credit risk analysis. - Cesar Silva; Germano C. Vasconcelos; Hadautho Barros; Gabriel Franca (IJCNN, 2015)

Cuckoo search optimization for short term wind energy forecasting. - Carlos Eduardo M. Barbosa; Germano C. Vasconcelos (CEC, 2016)

Search-space sorting with hidden Markov models for occluded object recognition. - F. A. Guerrero-Peña; Germano C. Vasconcelos (IEEE Conf. on Intelligent Systems, 2016)

A perturbative approach for enhancing the performance of time series forecasting. - Paulo S. G. de Mattos Neto; Tiago A. E. Ferreira; Aranildo R. Lima; Germano C. Vasconcelos; George D. C. Cavalcanti (Neural Networks, 2017)

Object recognition under severe occlusions with a hidden Markov model approach. - F. A. Guerrero-Peña; Germano C. Vasconcelos (Pattern Recognit. Lett., 2017)

Eight Bio-inspired Algorithms Evaluated for Solving Optimization Problems. - Carlos Eduardo M. Barbosa; Germano C. Vasconcelos (ICAISC (1), 2018)

Analysis of Cuckoo Search Efficiency. - Carlos Eduardo M. Barbosa; Germano C. Vasconcelos (CEC, 2019)

Improving Fast Adaptive Stacking of Ensembles. - Laura Maria Palomino Mariño; Juan Isidro González Hidalgo; Roberto S. M. Barros; Germano C. Vasconcelos (IJCNN, 2019)

A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion. - Fidel A. Guerrero-Peña; Pedro D. Marrero-Fernández; Tsang Ing Ren; Germano Crispim Vasconcelos; Alexandre Cunha (CoRR, 2019)

Boosting the performance of over-sampling algorithms through under-sampling the minority class. - Romero F. A. B. de Morais; Germano C. Vasconcelos (Neurocomputing, 2019)

Big Data Machine Learning Benchmark on Spark. - Jairson B. Rodrigues; Germano C. Vasconcelos (IEEE DataPort, 2019)

Comparative Study of Fast Stacking Ensembles Families Algorithms. - Laura Maria Palomino Mariño; Agustín Alejandro Ortiz Díaz; Germano Crispim Vasconcelos (BRACIS (2), 2020)

Time and Cost Prediction Models for Language Classification Over a Large Corpus on Spark. - Jairson B. Rodrigues; Germano C. Vasconcelos; Paulo R. M. Maciel (SSCI, 2020)

PT7 Web, an Annotated Portuguese Language Corpus. - Jairson B. Rodrigues; Germano C. Vasconcelos; Paulo R. M. Maciel (IEEE DataPort, 2020)

Screening hardware and volume factors in distributed machine learning algorithms on spark. - Jairson B. Rodrigues; Germano C. Vasconcelos; Paulo R. M. Maciel (Computing, 2021)