Carlos Eduardo Pedreira

Instituição:

Universidade Federal do Rio de Janeiro

Centro:

Centro de Tecnologia

Unidade:

Coordenação dos Programas de Pós-Graduação de Engenharia

Departamento:

Programa de Engenharia de Sistemas/COPPE

ORCID:

https://orcid.org/0000-0002-9312-4023


Formação:

  • Universidade de Salamanca

    | Pós-Doutorado | 2015 - 2016

  • Imperial College of Science, Technology and Medicine - Univ. de Londres

    Electrical Eng Dept | Doutorado | 1982 - 1987

  • Pontifícia Universidade Católica do Rio de Janeiro

    Engenharia Elétrica | Mestrado | 1980 - 1981

  • Pontifícia Universidade Católica do Rio de Janeiro

    Engenharia Elétrica | Graduação | 1975 - 1979
Laboratórios:
Nenhum laboratório cadastrado
Nuvens de Palavras:
Artigos:

(70.89% artigos com DOI)

Titulo DOI Ano
Efficient evolution of decision trees via fully matrix-based fitness evaluation 10.1016/j.asoc.2023.111045 2024
Evolving interpretable decision trees for reinforcement learning 10.1016/j.artint.2023.104057 2024
T-cell immune profile in blood of systemic mastocytosis: Association with disease features 10.1111/all.16043 2024
Systematic Evaluation of Antigenic Stimulation in Chronic Lymphocytic Leukemia: Humoral Immunity as Biomarkers for Disease Evolution 10.3390/cancers15030891 2023
Evaluating the risk of uncertainty in smart grids with electric vehicles using an evolutionary swarm-intelligent algorithm 10.1016/j.jclepro.2023.136775 2023
Solving an energy resource management problem with a novel multi-objective evolutionary reinforcement learning method 10.1016/j.knosys.2023.111027 2023
Missing Data Analysis in Regression 10.1080/08839514.2022.2032925 2022
Deciphering Biomarkers for Leptomeningeal Metastasis in Malignant Hemopathies (Lymphoma/Leukemia) Patients by Comprehensive Multipronged Proteomics Characterization of Cerebrospinal Fluid 10.3390/cancers14020449 2022
Immunophenotypic Analysis of Acute Megakaryoblastic Leukemia: A EuroFlow Study 10.3390/cancers14061583 2022
Altered innate immune profile in blood of systemic mastocytosis patients 10.1002/clt2.12167 2022
Expert-independent classification of mature B-cell neoplasms using standardized flow cytometry: a multicentric study 10.1182/bloodadvances.2021005725 2022
Recent advances in decision trees: an updated survey 10.1007/s10462-022-10275-5 2022
Clustering Introductory Computer Science Exercises Using Topic Modeling Methods 10.1109/tlt.2021.3056907 2021
Tracking the Antibody Immunome in Sporadic Colorectal Cancer by Using Antigen Self-Assembled Protein Arrays 10.3390/cancers13112718 2021
Age distribution of multiple functionally relevant subsets of CD4+ T cells in human blood using a standardized and validated 14-color EuroFlow immune monitoring tube 10.3389/fimmu.2020.00166 2020
Maturation-associated gene expression profiles during normal human bone marrow erythropoiesis 10.1038/s41420-019-0151-0 2019
The Exact VC Dimension of the WiSARD n-Tuple Classifier 10.1162/neco_a_01149 2019
Time series classification via divergence measures between probability density functions 10.1016/j.patrec.2019.03.018 2019
A Decision-Tree Approach for the Differential Diagnosis of Chronic Lymphoid Leukemias and Peripheral B-cell Lymphomas 10.1016/j.cmpb.2019.06.014 2019
From big flow cytometry datasets to smart diagnostic strategies: The EuroFlow approach 10.1016/j.jim.2019.07.003 2019
Nova Luz no Diagnostico de Linfomas e Leucemias 2019
Low-count monoclonal B-cell lymphocytosis persists after 7 years of follow-up and is associated with a poorer outcome 10.3324/haematol.2017.183954 2018
Maturation-associated gene expression profiles along normal human bone marrow monopoiesis 10.1111/bjh.14467 2017
Lot-to-lot stability of antibody reagents for flow cytometry 10.1016/j.jim.2017.03.018 2017
A universal multilingual weightless neural network tagger via quantitative linguistics 10.1016/j.neunet.2017.04.011 2017
Automated database-guided expert-supervised orientation for immunophenotypic diagnosis and classification of acute leukemia 10.1038/leu.2017.313 2017
Financial credit analysis via a clustering weightless neural classifier 10.1016/j.neucom.2015.06.105 2016
Impact of maternal education level on risk of low Apgar score 10.1016/j.puhe.2016.04.009 2016
Quality assessment program for EuroFlow protocols: Summary results of four-year (2010-2013) quality assurance rounds 10.1002/cyto.a.22581 2015
Adverse perinatal outcomes for advanced maternal age: a cross-sectional study of Brazilian births 10.1016/j.jped.2014.12.002 2015
Optimized bi-dimensional data projection for clustering visualization 10.1016/j.ins.2012.12.041 2013
Gene expression profile of highly purified bone marrow mast cells in systemic mastocytosis 10.1016/j.jaci.2012.12.674 2013
Serum Tryptase Monitoring in Indolent Systemic Mastocytosis: Association with Disease Features and Patient Outcome 10.1371/journal.pone.0076116 2013
Overview of clinical flow cytometry data analysis: recent advances and future challenges 10.1016/j.tibtech.2013.04.008 2013
A Review of Protein Function Prediction Under Machine Learning Perspective 10.2174/18722083113079990006 2013
Automating flow cytometry 10.1002/cyto.a.22007 2012
EuroFlow strategies and tools for data analysis. In: EuroFlow standardization of flow cytometer instrument settings and immunophenotyping protocols 2012
Inteligência Computacional a Serviço da Medicina: Citometria de Fluxo e outras Aplicações 2012
Birth weight patterns by gestational age in Brazil 10.1590/S0001-37652011005000008 2011
CLL-like B-lymphocytes are systematically present at very low numbers in peripheral blood of healthy adults 10.1038/leu.2010.305 2011
Evaluation of the WHO criteria for the classification of patients with mastocytosis 10.1038/modpathol.2011.84 2011
Patente Europea nº EP1770387 Generation of flow cytometry datafiles with a potentially infinite number of dimensions derived from the fusion of a group of separate flow cytometry datafiles and their multidimensional reconstruction with both actually measured and estimated flow cytometry data 2011
Harmonization of light scatter and fluorescence flow cytometry profiles obtained after staining peripheral blood leucocytes for cell surface-only versus intracellular antigens with the Fix & Perm¿ reagent 10.1002/cyto.b.20486 2010
A new local-global approach for classification 10.1016/j.neunet.2010.04.010 2010
Automated pattern-guided principal component analysis vs expert-based immunophenotypic classification of B-cell chronic lymphoproliferative disorders: a step forward in the standardization of clinical immunophenotyping 10.1038/leu.2010.160 2010
A non-linear morphometric feature selection approach for breast tumor contour from ultrasonic images 10.1016/j.compbiomed.2010.10.003 2010
Generalized Risk Zone: Selecting Observations for Classification 10.1109/TPAMI.2008.269 2009
New Decision Support Tool for Treatment Intensity Choice in Childhood Acute Lymphoblastic Leukemia 10.1109/TITB.2008.925965 2009
Aedes Aegypti Immature Forms Distribution According to Type of Breeding Site 2009
Patente nos Estados Unidos da América nº US 7,507,548B2.?Multidimensional detection of aberrant phenotypes to be used to monitor minimal disease levels using flow cytometry measurements? 2009
Generation of flow cytometry data files with a potentially infinite number of dimensions 10.1002/cyto.a.20608 2008
A probabilistic approach for the evaluation of minimal residual disease by multiparameter flow cytometry in leukemic B-cell chronic lymphoproliferative disorders 10.1002/cyto.a.20638 2008
Patente nos Estados Unidos da América nº US 7,321,843B2 ?Method for generating flow cytometry data files containing an infinite number of dimensions based on data estimation? 2008
A Multidimensional Classification Approach for the Automated Analysis of Flow Cytometry Data 10.1109/tbme.2008.915729 2008
Síndrome Coronariana Aguda: morbimortalidade e prática clínica em pacientes do município de Niterói (RJ). 2007
Learning vector quantization with training data selection 10.1109/TPAMI.2006.14 2006
A new automated flow cytometry data analysis approach for the diagnostic screening of neoplastic B-cell disorders in peripheral blood samples with absolute lymphocytosis 10.1038/sj.leu.2404241 2006
Local Global Neural Networks: A New Approach for Nonlinear Time Series Modeling 10.1198/016214504000001691 2004
Estimating Temperature Profiles For Short-Term Load Forecasting: Neural Networks Compared to Linear Models 10.1049/ip-gtd:20040491 2004
A new clustering procedure Applied to an International Comparison of Indebtedness 2004
Redes Neurais Locais-Globais ? Uma Aplicação ao Problema de Dados Faltantes 2002
Missing data interpolation by using local-global neural networks 2002
Aplicação de redes neurais artificiais e análise de correspondência na estratificação de risco em pacientes com infarto agudo do miocárdio 2002
Neural networks for short-term load forecasting: a review and evaluation 10.1109/59.910780 2001
Modeling exchange rates: smooth transitions, neural networks, and linear models 10.1109/72.935089 2001
What are the Effects of Forecasting Linear Models with Neural Networks? 2001
An Online Learning Approach: A Methodology for Time Varying Applications 10.1007/s005210170002 2001
An architecture for computing Zech's logarithms in GF(2/sup m/) 10.1109/12.859543 2000
Uma Nova Metodologia para Treinamento em Redes Neurais Multi Camadas 2000
Performance Metrics for Financial Time Series Forecasting 1999
Multilayer Neural Networks and Function Reconstruction by Using a priori Knowledge 1999
A new optimization based approach to experimental combination chemoterapy 1995
Patente Brasileira BR 9202094 APARELHO ANALISADOR MULTICANAL PARA BIOQUIMICA SANGUINEA 1993
Patente Brasileira BR 9105046 PROCESSO E APARELHO PARA IDENTIFICACAO DE MICROORGANISMOS 1992
Terapia intensiva e metodos de laboratorio para medir a suscetibilidade bacteriana aos antibioticos 1991
Optimal schedule for cancer chemotherapy 10.1007/BF01582876 1991
Crescimento geometrico de tumores- um survey 1990
Modelagem matemática e otimização terapêutica 1989
Identification of Multiplicative Parameters in Stochastic Bilinear Systems 1984
Eventos:

(0.00% eventos com DOI)

Titulo DOI Ano
Automated Classification of small B_cell Chronic Lymphoproliferative Disorders 2009
Previsão da Vitalidade de Recém-Natos 2009
Generation of Flow Cytometry Data Files with a Potentially Infinite Number of Dimensions 2008
Uma Abordagem Probabilística para Detecção de Doença Residual Mínima por Citometria de Fluxo 2008
Previsão da vitalidade de recém-natos por meio de redes neurais artificiais 2008
Seleção de genes em experimentos de microarranjos através da informação mútua usando entropia de Renny 2008
A Probabilistic Approach for Minimal Residual Disease Detection by Multiparametric Flow Cytometry in B-cell chronic Lymphoproliferative Disorders 2008
Breast Ultrasound Images Classification Using Morphometric Parameters Ordered by Mutual Information 2007
Classificação De Imagens De Ultra-Som De Tumor De Mama Através De Técnicas De Inteligencia Computacional 2007
The generalized risk zone and observations selection 2007
A new automated flow cytometry data merging and estimation approach for the generation of ?N?-multi-dimensional spaces: comparison between originally measured and estimated immunophenotypic data on a series of B-cell chronic lymphoproliferative disorders 2007
A new automated flow cytometry data merging and estimation approach for immunophenotypic data of B-cell chronic lymphoproliferative disorders 2007
An Automated Screening Of Neoplastic B-Cell Disorders In Peripheral Blood Samples With Absolute Lymphocytosis 2007
Acute Lymphoblastic Leukemia Treatment In Childhood: A New Decision Support Tool 2007
Staining For Intracellular Bcl2 By Flow Cytometry: Impact Of Fixation-Associated Variables On The Light Scatter And Fluorescence Characteristics Of 2007
Preliminary Results on Noise Detection and Data Selection for Vector Quantization 2006
Input and Data Selection Applied to Heart Disease Diagnosis 2005
Seleção de Dados para LVQ através de Aprendizado Exaustivo 2005
Agrupamento e Visualização de Dados Sísmicos Através de Quantização Vetorial 2005
Uma Metodologia De Quantização Vetorial Com Escolha Seletiva De Dados 2004
Variable selection and neural networks applied to the classification of risk of adverse event in childhood leukemia 2003
Mixture of Experts and Local-Global Neural Networks 2003
Agrupamento de dados sísmicos Através do Algoritmo de Kohonen 2003
Estratificação de Risco em Pacientes com Infarto Agudo do Miocárdio Através de Redes Neurais Artificiais e Análise de Correspondência 2003
Seleção de Variáveis e Redes Neurais: Uma Aplicação de Classificação de Risco de Evento Adverso em Leucemia Infantil 2003
Classification Of Risk Of Adverse Event In Childhood Leukemia: New Results On Variable Selection 2003
Correspondence Analyses To Evaluate Geographic Heterogeneity Of Leukemia Subtypes In Brazil 2003
Linear Local-Global Neural Networks: A New Approach For Nonlinear Time Series Modelling 2003
Reservatórios delgados agrupados por redes neurais em dados sismicos 3D 2003
Modelagem de agrupamento de dados sísmicos usando mapas de Kohonen 2003
Aplicação de Redes Neurais Artificiais e Análise de Corespondência na Estratificação de Risco em Pacientes com Infarto Agudo do Miocárdio 2002
CitoKohonen: Aprendizado Estatístico e Redes Neurais em Citometria de Fluxo 2002
Local-Global Neural Networks For Interpolation 2001
A Hybrid (Neural net & Dynamic Regression) Model to Forecast Petrol Consumption in Brazil 2001
Uma metodologia para a Filtragem de Séries Temporais 2001
Mistura de Especialistas em Redes Neurais Locais-Globais 2001
Um modelo Híbrido para Previsão de Curto Prazo da Demanda de Gasolina Automotiva no Brasil 2001
Previsão de Camadas do Subsolo do Sítio da Usina Nuclear de Angra-2 Através de Redes Neurais 2001
Combining Neural Networks and ARIMA Models for Hourly Temperature Forecast 2000
Redes neurais e regressão dinâmica: um modelo híbrido para previsão de curto prazo da demanda de gasolina automotiva no Brasil 2000
Clustering Analysis Procedures and International Private Indebtness 1999
Segmentação Híbrida com Aplicação em Análise de Endividamento Privado Internacional 1999
Um Previsor de Temperaturas Horárias Baseado em Redes Neurais e Modelos ARIMA 1999
Uma investigação das Potencialidades de Desenvolvimento de Municípios através do uso de Redes Neurais 1999
O Operador de Extensão e Redes Neurais 1998
Respiratory Infection Risk Evaluation in Intensive Care Units by Using Neural Networks 1997
Um novo Algorítimo Auto organizável com Aplicação no Setor Bancário do ) Florianópolis Julho de 1997. 1997
An Stochastic Approach to Layered Neural 1996
Redes Neurais: Uma nova Alternativa na Modelagem de Solos Tropicais 1996
FINITE FIELD ARITHMETIC USING NEURAL NETWORKS 1995
NEURAL NETWORKS WITH MISSING VALUE ATTRIBUTES 1995
FUZZY ART NEURAL NETWORK APPROACH FOR INCIPIENT FAULT DETECTION AND ISOLATION IN ROTATING MACHINES 1995
MODELANDO SOLO RESIDUAL ATRAVES DE REDES NEURAIS 1995
ON-LINE LEARNING FOR MULTI LAYERED NEURAL NETWORKS 1995
MODELAGEM DE ENSAIOS DE CISALHAMENTO DIRETO DE SOLOS RESIDUAIS ATRAVESREDES NEURAIS 1995
AN INTERVAL NEURAL NETWORK ARCHITETURE FOR TIME SERIES PREDICTION 1995
REDES NEURAIS COM INTERVALO NA ENTRADA E NA SAIDA 1994
TREINAMENTO CONTINUO EM REDES MULTICAMADA 1994
CAN INTERVAL NEURAL NETWORKS BE USEFUL IN CAPITAL MARKETS APPLICATION? 1994
INCIPIENT FAULT DETECTION IN ROTATING MACHINERRY BY USING ARTIFICIAL NEURAL NETWORKS 1994
AN INTERVAL COMPUTATION APPROACH TO BACKPROPAGATION 1994
ON ADAPTIVELY TRAINED NEURAL NETWORKS 1993
REDES NEURAIS E A DEPOMPOSICAO DE CODIGOS CORRETORES ERROS 1993
DESENVOLVIMENTO E CONSTRUCAO DE UMA UNIDADE OTICA PARA UM ANALISADOR AUTOMATICO DE BIOQUIMICA SANGUINEA 1993
OTIMIZACAO DE FORMAS GEOMETRICAS EM PROBLEMAS TERMAIS DE MULTIPLAS CAMADAS 1992
BACTERIAL GROWTH MODELING UNDER ANTIBIOTIC THERAPY 1991
IDENTIFICACAO DE ENTEROBACTERIAS VIA REDES NEURONAIS- RESULTADOS PRELIMINARES 1991
OTIMIZACAO DE FORMAS GEOMETRICAS EM PROBLEMAS TERMAIS DE MULTIPLAS CAMADAS 1991
TISSUE KINETICS MODELING AND BACTERIAL GROWTTH UNDER ANTIBIOTIC THERAPY 1991
INTENSIVE THERAPY AND LABORATORIAL METHODS TO MEASURE BACTERIAL SUCEPTIBILITY TO ANTIBIOTICS 1991
TISSUE KINETICS MODELING AND BACTERIAL GROWTH UNDER ANTIBIOTIC THERAPY 1991
UM SISTEMA GRAFICO INTERATIVO PARA SIMULACAO TRIDIMENSIONAL DO CRESCIMENTO TUMORAL 1990
MODELAGEM DA CINETICA TECIDUAL 1990
AN OPTIMAL CONTROL ALGORITHM FOR MULTIDRUG CANCER CHEMOTHERAPY DESIGN 1990
OPTIMIZED KINETICS MODELING VIA HOOKE AND JEEVES METHOD 1990
BACTERIAL SENSIBILITY KINETICS 1990
AN AUTOMATIC SYSTEM TO MEASURE THE BACTERIAL KINETICS SUSCEPTIBILITY TO ANTIBIOTICS 1990
DESIGN OF MULTIDRUG CANCER CHEMOTHERAPY VIA OPTIMAL CONTROL 1990
TECNICAS DE OTIMIZACAO APLICADAS AO PROBLEMA DO CONSUMIDOR 1989
A MODEL FOR THE BACTERIAL GROWTH AND ANTIBIOTIC THERAPY 1989
OPTIMAL SCHEDUCE FOR MULTIPLE DRUGS CANCER CHEMOTHERAPY 1989
A MODEL FOR ANTIBIOTIC THERAPY: TECIDUAL KINETICS IMPLICATIONS 1989
ON NUMERICAL RESULTS FOR SHAPE OPTIMIZATION 1989
OPTIMIZATION METHODS APPLIED TO CANCER TREATMENTS 1988
OPTIMAL SCHEDULE FOR CANCER CHEMOTHERAPY. 1988
ANALISE DE CURVAS DE SENSIBILIDADE BACTERIANA A ANTIBIOTICOS. 1988
A SYSTEM APPROACH TO CANCER CHEMOTHERAPY. 1988
OPTIMAL SHAPE COMPUTATION. 1987
BILINEAR SYSTEM IDENTIFICATION: AN OVERVIEW. 1982
PRELIMINARY SIMULATED RESULTS FOR BILINEAR SYSTEMS. 1980
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