Alexandre Gonçalves Evsukoff
Instituição:
Universidade Federal do Rio de Janeiro
Centro:
Centro de Tecnologia
Unidade:
Coordenação dos Programas de Pós-Graduação de Engenharia
Departamento:
Programa de Engenharia Civil/COPPE
e-mail:
alexandre.evsukoff@coc.ufrj.br
Linkedin:
Google Scholar:
ORCID:
não disponível no Lattes
Formação:
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Institut National Polytechnique de Grenoble
Automatique Produtique | Doutorado | 1995 - 1998
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Universidade Federal Fluminense
Especialização Em Inteligência Artificial | Especialização | 1991 - 1992
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Universidade Federal do Rio de Janeiro
Engenharia Mecânica | Mestrado | 1990 - 1992
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Universidade Federal do Rio de Janeiro
Engenharia Mecânica | Graduação | 1983 - 1990
Laboratórios:
Nuvens de Palavras:
Artigos:
(64.58% artigos com DOI)
| Titulo | DOI | Ano |
|---|---|---|
| Fast high-frequency porosity characterization from computer tomography images and deep learning | 10.1007/s13137-024-00249-w | 2024 |
| Permeability estimation on raw micro-CT of carbonate rock samples using deep learning | 10.1016/j.geoen.2022.211335 | 2023 |
| Human mobility and socioeconomic datasets of the Rio de Janeiro metropolitan area | 10.1016/j.dib.2023.109695 | 2023 |
| Contrasting social and non-social sources of predictability in human mobility | 10.1038/s41467-022-29592-y | 2022 |
| Portuguese word embeddings for the oil and gas industry: Development and evaluation | 10.1016/j.compind.2020.103347 | 2021 |
| Deep learning for lithological classification of carbonate rock micro-CT images | 10.1007/s10596-021-10033-6 | 2021 |
| Migration Deconvolution via Deep Learning | 10.1007/s00024-021-02707-0 | 2021 |
| Gravity Model Parameter Variation during a Long-Term Study using Mobile Phone Data in the Rio de Janeiro Metropolitan Area | 10.1016/j.cstp.2021.12.017 | 2021 |
| Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area | 10.3390/e22030368 | 2020 |
| A comparative study of methods for overlapping community detection from the perspective of the structural properties | 10.1007/s41109-020-00289-9 | 2020 |
| Precipitation Nowcasting with Weather Radar Images and Deep Learning in São Paulo, Brasil | 10.3390/atmos11111157 | 2020 |
| Identifying Human Mobility Patterns in the Rio de Janeiro Metropolitan Area using Call Detail Records | 10.1177/0361198120977655 | 2020 |
| Studying the effect of community structure for seed selection in an influence model | 10.1504/IJIDS.2019.10025086 | 2019 |
| Analysis Spreading Patterns Generated by Model | 2016 | |
| Populational Algorithm for Influence Maximization | 2016 | |
| Development of Recurrent Fuzzy Systems with External Feedback | 2015 | |
| A Models Comparison to Estimate Commuting Trips Based on Mobile Phone Data | 2015 | |
| The effect of recency to human mobility | 10.1140/epjds/s13688-015-0059-8 | 2015 |
| The path most traveled: Travel demand estimation using big data resources | 10.1016/j.trc.2015.04.022 | 2015 |
| Modularity Based Hierarchical Community Detection in Networks | 2014 | |
| Performance Evaluation of Modularity Based Community Detection Algorithms in Large Scale Networks | 10.1155/2014/502809 | 2014 |
| A multi-model approach for long-term runoff modeling using rainfall forecasts | 10.1016/j.eswa.2011.10.023 | 2012 |
| HASCH: High Performance Automatic Spell Checker for Portuguese Texts from the Web | 10.1016/j.procs.2012.04.043 | 2012 |
| Fusion d'Informations issues de la télédétection radar pour l'observation de déplacements dans la région de Manaus (amazonie) | 2012 | |
| A Comparison of Methods for Community Detection in Large Scale Networks. In: 3rd Workshop on Complex Networks | 2012 | |
| Long-Term Runoff Modeling Using Rainfall Forecasts with Application to the Iguaçu River Basin | 10.1007/s11269-010-9736-3 | 2011 |
| Intelligent Data Analysis and Model Interpretation with Spectral Analysis Fuzzy Symbolic Modeling | 10.1016/j.ijar.2011.01.012 | 2011 |
| Potential Link Suggestion in Scientific Collaboration Networks | 2011 | |
| A Genetic-Algorithm-Based Fusion System Optimization for 3D Image Interpretation | 2010 | |
| Design of interpretable fuzzy rule-based classifiers using spectral analysis with structure and parameters optimization | 10.1016/j.fss.2008.08.010 | 2009 |
| Developing a fuzzy decision support system to determine the location of a landfill site | 10.1177/0734242X09103832 | 2009 |
| Fuzzy modelling of chlorophyll production in a Brazilian upwelling system | 10.1016/j.ecolmodel.2009.03.025 | 2009 |
| Parameter Identification of Recurrent Fuzzy Systems with Fuzzy Finite-State Automata Representation | 10.1109/tfuzz.2007.902015 | 2008 |
| Probabilistic and Fuzzy Arithmetic Approaches for the Treatment of Uncertainties in the Installation of Torpedo Piles | 10.1155/2008/512343 | 2008 |
| A Load Balancing Knapsack Algorithm for Parallel Fuzzy c-Means Cluster Analysis | 2008 | |
| Municipal Solid Waste Site Location Using a Fuzzy Logic Approach | 2008 | |
| Parallel Fuzzy c-Means Cluster Analysis | 2007 | |
| DWMiner: A Tool for Mining Frequent Item Sets Efficiently in Data Warehouses | 2007 | |
| Bayesian networks inference algorithm to implement Dempster Shafer theory in reliability analysis | 10.1016/j.ress.2007.03.012 | 2007 |
| Revenue recovering with insolvency prevention on a Brazilian telecom operator | 10.1145/1147234.1147244 | 2006 |
| Modeling adiabatic temperature rise during concrete hydration: A data mining approach | 10.1016/j.compstruc.2006.08.049 | 2006 |
| Recurrent neuro-fuzzy system for fault detection and isolation in nuclear reactors | 10.1016/j.aei.2005.01.009 | 2005 |
| Parallel Implementation of a Fuzzy Rule Based Classifier | 2005 | |
| Uncertain analysis in pump design using fuzzy numbers | 2004 | |
| Aplicação de algoritmos genéticos para otimização de configurações de linhas flexíveis | 2003 | |
| Structure identification and parameter optimization for non-linear fuzzy modeling | 10.1016/S0165-0114(02)00111-2 | 2002 |
| Fuzzy reasoning in co-operative supervision systems | 10.1016/S0967-0661(99)00170-7 | 2000 |
| A inteligência artificial e suas aplicações ao controle integrado do alto-forno | 1995 |
Eventos:
(13.79% eventos com DOI)
| Titulo | DOI | Ano |
|---|---|---|
| Blind denoising of pre-stack seismic data using Deep Learning | 2023 | |
| Caracterização da relação entre redes sociais e mobilidade de indivíduos em contextos urbanos | 10.5753/brasnam.2021.16123 | 2021 |
| Comparison of supervised and self supervised approaches for micro-CT lithology classification of carbonate rock samples | 2021 | |
| Matrizes Origem-Destino a partir de Dados de Telefonia: um Novo Modelo de Processamento | 2020 | |
| Lithology classification on rock samples microtomographic images using artificial intelligence | 2020 | |
| Petrophysical properties predictions using computerized tomographic images | 2020 | |
| Comparing the Community Structure Identified by Overlapping Methods | 10.1007/978-3-030-36687-2_2 | 2019 |
| Convolutional Neural Network for micro-CT image classification of carbonate rocks samples | 10.22564/16cisbgf2019.097 | 2019 |
| Machine Learning applied in Swell Noise classification | 10.22564/16cisbgf2019.216 | 2019 |
| Unsupervised Deep Learning for Facies Pattern Recognition on Borehole Images | 10.4043/29726-MS | 2019 |
| SOCS: A Fast Method for Overlapping Community Detection in Large Networks | 2019 | |
| Deep Leaming for Stock Market Prediction Using Technical Indicators and Financial News Articles | 10.1109/ijcnn.2018.8489208 | 2018 |
| Análise de Mobilidade Urbana em Diferentes Estratos Sociais a partir de uma Rede de Telefonia Móvel | 2018 | |
| Word Embeddings em Português para o Domínio Específico de Óleo e Gás | 2018 | |
| Environmental sensitivity map of Solimões river basin using SAR images and fuzzy modeling | 2017 | |
| Deep learning for stock market prediction from financial news articles | 2017 | |
| Returners and Explorers Dichotomy in Web Browsing Behavior - A Human Mobility Approach | 2016 | |
| Studying Reciprocity and Communication Probability Ratio in Weighted Phone Call Ego Networks | 2015 | |
| Identification of dynamic systems using a differential evolution-based recurrent fuzzy system | 10.1109/fuzz-ieee.2014.6891622 | 2014 |
| Modularity Based Hierarchical Community Detection in Networks | 2014 | |
| Efficient Community Detection in Large Scale Networks | 10.1109/brics-cci-cbic.2013.117 | 2013 |
| A Comparison of Methods for Community Detection in Large Scale Networks | 2012 | |
| Modeling the Effect of the Brazilian Gasoline Composition on the Vehicular Emissions – A Neural Network Approach | 2012 | |
| Combining climate temperature models through fuzzy interval regression: Application to the La Plata Basin | 10.1109/FUZZY.2010.5584411 | 2010 |
| Text mining applied to online news | 2010 | |
| A Genetic-Algorithm-Based Fusion System Optimization for 3D Image Interpretation | 2010 | |
| Spectral Clustering and Community Detection in Document Networks | 2009 | |
| Learning Fuzzy Rule Based Classifier in High Performance Computing Environment | 2009 | |
| Post-stacking Acoustic Seismic Inversion using Recurrent Neural Network | 10.1190/sbgf2009-212 | 2009 |
| Potential collaboration discovery using document clustering and community structure detection | 10.1145/1651274.1651283 | 2009 |
| Municipal Solid Waste Site Location Using a Fuzzy Logic Approach | 2008 | |
| Cluster Analysis in Document Networks | 2008 | |
| Cluster analysis in document networks | 10.2495/data080101 | 2008 |
| Modelos lineares como ferramenta de seleção de atributos na criação de “meta-atributos” sísmicos | 2007 | |
| Learning Fuzzy Rule Based Classifier with Rule Weights Optimization and Structure Selection by a Genetic Algorithm | 2007 | |
| Increasing effectiveness of model-based fault diagnosis | 2007 | |
| Data Mining Techniques for Segmentation Analysis of Seismic Data | 2006 | |
| Cluster Analysis of 3D Seismic for Oil & Gas Exploration | 2006 | |
| Writing Weighted Fuzzy Queries from Fuzzy Classifier Rules | 2006 | |
| Increasing efectiveness of model-based fault diagnosis: a dynamic Bayesian network design for decision making | 2006 | |
| DWMiner : A tool for mining frequent item sets efficiently in data warehouses | 2006 | |
| Parallel Fuzzy c-Means Cluster Analysis | 2006 | |
| A new comprehensive framework for the analysis of mass concrete: thermo-chemo-mechanical, experimental, numerical and data modeling | 2006 | |
| Localização de aterros sanitários utilizando lógica fuzzy – Caso Petrópolis | 2006 | |
| Neural network models for the development and evaluation of new fuels | 2005 | |
| Application of fuzzy models and neural models in financial time series | 2005 | |
| Comparação entre Métodos de Agrupamento de Dados em Atributos Sísmicos | 2005 | |
| Optimization of Quad-tree Image Segmentation by Genetic Algorithm | 2005 | |
| Neural Network to identify and prevent bad debt in Telephone Companies | 2005 | |
| Identification of Recurrent Fuzzy Systems with Genetic Algorithms | 2004 | |
| Coastal Environmental Management by Fuzzy System Modeling | 2004 | |
| A Precise Inverted Pendulum Simulator for Fuzzy Control Course | 2004 | |
| Parallel Implementation of Fuzzy Rule Based Classifier | 2004 | |
| A Naive KDD Approach in Key Account Management Framework: A case study | 2004 | |
| A Data Mining approach to support the development of new fuels and technology | 2004 | |
| Use of Genetic Algorithm to Identify the Source Point of Seepage Slick Clusters Interpreted From RADARSAT-1 Images in the Gulf of Mexico | 2004 | |
| Fuzzy Classification of Surface Geochemistry Data Applied to the Determination of HC Anomalies | 2004 | |
| Application of genetic algorithms to the synthesis of riser configurations | 2003 | |
| Assessment of temporal and spatial changes of flooding áreas in western amazônia using fuzzy logic in the dual season GRFM JERS-1 SAR image mosaics | 2003 | |
| Mining fuzzy rules for a traffic information system | 2003 | |
| Identifying the insolvency profile in a telephony operator database | 2003 | |
| Starcluster: A Visualization, Clustering and Classification Tool | 2003 | |
| Rotating machinery diagnosis using fuzzified holospectral data | 2002 | |
| Um Simulador e o Projeto de uma Bancada Experimental de Pêndulo Simples e Invertido voltados para o Ensino de Controle | 2002 | |
| Neuro-fuzzy modeling with structure and parameter optimization | 2001 | |
| Recurrent neuro-fuzzy system in diagnosis of rotating shafts | 2001 | |
| Incremental Fuzzy Modeling | 2001 | |
| Neuro-fuzzy systems for fault detection and isolation in nuclear reactors | 2001 | |
| Um simulador voltado para ensino assistido por computador de controladores nebulosos | 2001 | |
| Sistemas nebulosos para o diagnóstico de falhas em máquinas rotativas | 2001 | |
| Fuzzy systems to solve inverse kinematics problem in robots control: application to an hexapod robot's leg | 2000 | |
| Levantamento de métodos automáticos de detecção e diagnóstico de falhas com um estudo de caso. | 2000 | |
| Qualitative reasoning and neural network decision procedures for fault detection and isolation | 1999 | |
| Decision procedures for fault detection and isolation derived from knowledge and data | 1999 | |
| Conception et évaluation d'interfaces d'aide à la décision pour la supervision | 1998 | |
| Symbolic-numeric integration in pattern recognition | 1998 | |
| Causal model based supervising and training | 1998 | |
| A knowledge acquisition method for fuzzy expert systems - an improvement via mountain cluster. | 1998 | |
| Dynamic model and knowledge-based fault detection and isolation | 1997 | |
| A knowledge aquisition method for fuzzy expert systems in diagnosis problems | 1997 | |
| Les systèmes flous pour l'aide en ligne aux operateurs | 1997 | |
| Um sistema especialista com interface multimedia para diagnóstico de automóveis | 1995 | |
| Aplicação de programação não-linear na otimização de custo de altos-fornos | 1994 | |
| An expert system applied to the petroleum industry | 1994 | |
| Inheritance and recognition in the cummulative typed system SC* | 1993 | |
| Uma formalização de redes semânticas para um sistema híbrido de representação de conhecimento | 1992 | |
| Computer implementation and performance of a family of interior point algorithms for engineering design optimization | 1992 |