Julio Cezar Soares Silva

Universidade Estadual do Oeste do Paraná — Brazil

Decision Sciences · Social Sciences

6h-index109citations26works0.02yr avg
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Research Topics

Risk and Portfolio Optimization(5), Stock Market Forecasting Methods(3), Financial Distress and Bankruptcy Prediction(3), Financial Markets and Investment Strategies(2), Banking stability, regulation, efficiency(2)

Publications26 total

Data-driven multiobjective algorithms : applications in portfolio optimization
LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)·2024Open Access
ML-Based Road Asset Geolocation Using Object Detection and Camera Displacement
2024Open Access
Evaluating the Impact of Feature Extraction and Clustering Techniques in Highway Guardrail Classification
2024Open Access
Interactively Learning Rough Strategies That Dynamically Satisfy Investor’s Preferences in Multiobjective Index Tracking
IEEE Transactions on Evolutionary Computation·2023
Assessing the interactions amongst index tracking model formulations and genetic algorithm approaches with different rebalancing strategies
Soft Computing·2023· 3 cited
Using GAN-generated market simulations to guide genetic algorithms in index tracking optimization
Applied Soft Computing·2023· 11 cited
A systematic literature review on solution approaches for the index tracking problem
IMA Journal of Management Mathematics·2023· 15 citedOpen Access
An analytical tool to support public policies and isolation barriers against SARS-CoV-2 based on mobility patterns and socio-economic aspects
Applied Soft Computing·2023· 2 citedOpen Access
A Tool for Visualization and Analysis of Neighbourhoods, Clusters, and Indicators during the COVID‐19 Pandemic
Mathematical Problems in Engineering·2023· 4 citedOpen Access
An enhanced GRASP approach for the index tracking problem
International Transactions in Operational Research·2022· 10 cited
Preference Learning Applied to Credit Rating: Applications and Perspectives
Multiple criteria decision making·2022· 1 cited
Multi-Class Mobile Money Service Financial Fraud Detection by Integrating Supervised Learning with Adversarial Autoencoders
2021· 4 cited
A Simulated IMO-DRSA Approach for Cognitive Reduction in Multiobjective Financial Portfolio Interactive Optimization
2021· 4 cited
Evaluation of Index Tracking Portfolios During the COVID-19 Pandemic
2021· 3 cited
A dominance-based rough set approach applied to evaluate the credit risk of sovereign bonds
4OR·2021· 13 cited
Avaliação de Algorítmos Genéticos Puros e Híbridos para Index Tracking
2021Open Access
A city cluster risk-based approach for Sars-CoV-2 and isolation barriers based on anonymized mobile phone users' location data
Sustainable Cities and Society·2020· 15 citedOpen Access
Performing hierarchical Bayesian regression to assess the best districts for building new residential real estate developments
2020· 2 cited
Index tracking model through an enhanced GRASP approach for the financial portfolio problem
2020· 1 cited
UMA FERRAMENTA DE VISUALIZAÇÃO PARA APOIAR POLÍTICAS PÚBLICAS E BARREIRAS DE ISOLAMENTO CONTRA O COVID-19 COM BASE EM DADOS DE LOCALIZAÇÃO MÓVEL ANONIMIZADOS
Anais do Simpósio Brasileiro de Pesquisa Operacional·2020Open Access
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Frequent Co-authors

Adiel Teixeira de Almeida Filho(21), Diogo Ferreira de Lima Silva(12), Nivan Ferreira(5), Luciano Ferreira(4), Thiago Wanderley de Amorim(4), Ingrid Saiala Cavalcante de Souza Feitosa(2), Gabriely Barbosa(2), Thiago Meirelles Ventura(2), Raoni Florentino da Silva Teixeira(2), Lucimário G. O. Silva(1), Afonso de Sá Delgado Neto(1), André Ferraz(1), José Luciano Melo(1), David Macêdo(1), Cleber Zanchettin(1), Adriano L. I. Oliveira(1), Lucimário Gois de Oliveira Silva(1), Andre Magalhães(1), Adiel Teixeira Almeida Filho(1), Victor Israel Anchieta de Medeiros(1)