Rui Ferreira Neves

33 papers A 2B 2C 1Journal 17Unranked 11
YearRankTypeTitle / Venue / Authors
2022 J jnl
Stock market prediction and portfolio composition using a hybrid approach combined with self-adaptive evolutionary algorithm.
Expert Syst. Appl.
Rodrigo Lopes de Almeida, Rui Ferreira Neves
2020 J jnl
Applying genetic algorithms with speciation for optimization of grid template pattern detection in financial markets.
Expert Syst. Appl.
Tiago Mousinho Martins, Rui Ferreira Neves
2020 J jnl
Ensemble of machine learning algorithms for cryptocurrency investment with different data resampling methods.
Appl. Soft Comput.
Tomé Almeida Borges, Rui Ferreira Neves
2019 J jnl
Combining Principal Component Analysis, Discrete Wavelet Transform and XGBoost to trade in the financial markets.
Expert Syst. Appl.
João Nobre, Rui Ferreira Neves
2018 J jnl
Combining NeuroEvolution and Principal Component Analysis to trade in the financial markets.
Expert Syst. Appl.
João Nadkarni, Rui Ferreira Neves
2018 J jnl
Combining Support Vector Machine with Genetic Algorithms to optimize investments in Forex markets with high leverage.
Appl. Soft Comput.
Bernardo Jubert de Almeida, Rui Ferreira Neves, Nuno Horta
2018 J jnl
Currency exchange prediction using machine learning, genetic algorithms and technical analysis.
CoRR
Gonçalo Abreu, Rui Ferreira Neves, Nuno Horta
2018 J jnl
Parallel SAX/GA for financial pattern matching using NVIDIA's GPU.
Expert Syst. Appl.
João Baúto, António Canelas, Rui Ferreira Neves, Nuno Horta
2018 J jnl
Reinforcement learning applied to Forex trading.
Appl. Soft Comput.
João Carapuço, Rui Ferreira Neves, Nuno Horta
2017 J jnl
Company event popularity for financial markets using Twitter and sentiment analysis.
Expert Syst. Appl.
Mariana Daniel, Rui Ferreira Neves, Nuno Horta
2017 B conf
Using sentiment from Twitter optimized by Genetic Algorithms to predict the stock market.
CEC
Carlos Simões, Rui Ferreira Neves, Nuno Horta
2016 J jnl
Combining rules between PIPs and SAX to identify patterns in financial markets.
Expert Syst. Appl.
João Leitão, Rui Ferreira Neves, Nuno Horta
2015 J jnl
A hybrid approach to portfolio composition based on fundamental and technical indicators.
Expert Syst. Appl.
António Silva, Rui Ferreira Neves, Nuno Horta
2015 J jnl
A multi-objective routing algorithm for Wireless Multimedia Sensor Networks.
Appl. Soft Comput.
Naércio Magaia, Nuno Horta, Rui Ferreira Neves, Paulo Rogério Pereira, Miguel Correia
2015 J jnl
Boosting Trading Strategies performance using VIX indicator together with a dual-objective Evolutionary Computation optimizer.
Expert Syst. Appl.
José Matias Pinto, Rui Ferreira Neves, Nuno Horta
2015 — conf
Developing Multi-Time Frame Trading Rules with a Trend Following Strategy, using GA.
GECCO (Companion)
Jaime Machado, Rui Ferreira Neves, Nuno Horta
2014 — conf
Multi-objective Optimization of Investment Strategies - Based on Evolutionary Computation Techniques, in Volatile Environments.
ICEIS (1)
José Matias Pinto, Rui Ferreira Neves, Nuno Horta
2014 — conf
Portfolio optimization using fundamental indicators based on multi-objective EA.
CIFEr
António Silva, Rui Ferreira Neves, Nuno Horta
2013 J jnl
A SAX-GA approach to evolve investment strategies on financial markets based on pattern discovery techniques.
Expert Syst. Appl.
António Canelas, Rui Ferreira Neves, Nuno Horta
2013 — conf
Multi-dimensional pattern discovery in financial time series using sax-ga with extended robustness.
GECCO (Companion)
António Canelas, Rui Ferreira Neves, Nuno Horta
2013 — conf
Optimizing investment strategies based on companies earnings using genetic algorithms.
GECCO (Companion)
Jorge Fonseca, Rui Ferreira Neves, Nuno Horta
2012 A conf
A new SAX-GA methodology applied to investment strategies optimization.
GECCO
António Canelas, Rui Ferreira Neves, Nuno Horta
2012 — conf
An evolutionary approach to define investment strategies based on macroeconomic indicators and VIX data.
GECCO (Companion)
Oleksandr Yefimochkin, Rui Ferreira Neves, Nuno Horta
2012 — conf
Solving a Capacitated Exam Timetabling Problem Instance Using a Bi-objective NSGA-II.
IJCCI (Selected Papers)
Nuno Leite, Rui Ferreira Neves, Nuno Horta, Fernando Melicio, Agostinho C. Rosa
2012 C conf
Solving an Uncapacitated Exam Timetabling Problem Instance using a Hybrid NSGA-II.
IJCCI
Nuno Leite, Rui Ferreira Neves, Nuno Horta, Fernando Melicio, Agostinho C. Rosa
2011 J jnl
Applying a GA kernel on optimizing technical analysis rules for stock picking and portfolio composition.
Expert Syst. Appl.
António Gorgulho, Rui Ferreira Neves, Nuno Horta
2011 — conf
Fitness function evaluation for MA trading strategies based on genetic algorithms.
GECCO (Companion)
José Pinto, Rui Ferreira Neves, Nuno Horta
2011 B conf
Trading with optimized uptrend and downtrend pattern templates using a genetic algorithm kernel.
IEEE Congress on Evolutionary Computation
Paulo Parracho, Rui Ferreira Neves, Nuno Horta
2010 — conf
An Innovative GA Optimized Investment Strategy based on a New Technical Indicator using Multiple MAS.
IJCCI (ICEC)
Adriano Simões, Rui Ferreira Neves, Nuno Horta
2010 — conf
Trading in financial markets using pattern recognition optimized by genetic algorithms.
GECCO (Companion)
Paulo Parracho, Rui Ferreira Neves, Nuno Horta
2010 J jnl
Vulnerability Discovery with Attack Injection.
IEEE Trans. Software Eng.
João Antunes, Nuno Ferreira Neves, Miguel Correia, Paulo Veríssimo, Rui Ferreira Neves
2009 — conf
Using GAs to balance technical indicators on stock picking for financial portfolio composition.
GECCO (Companion)
António Gorgulho, Rui Ferreira Neves, Nuno Horta
2006 A conf
Using Attack Injection to Discover New Vulnerabilities.
DSN
Nuno Ferreira Neves, João Antunes, Miguel Correia, Paulo Veríssimo, Rui Ferreira Neves