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ORCIDRui Ferreira Neves
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- affiliation: University of Lisbon, Instituto Superior Técnico (IST), Portugal
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Journal Articles
- 2022
[j19]Rodrigo Lopes de Almeida, Rui Ferreira Neves
:
Stock market prediction and portfolio composition using a hybrid approach combined with self-adaptive evolutionary algorithm. Expert Syst. Appl. 204: 117478 (2022)- [j18]Yannik Zeiträg, José Rui Figueira, Nuno Horta, Rui Neves:
Surrogate-assisted automatic evolving of dispatching rules for multi-objective dynamic job shop scheduling using genetic programming. Expert Syst. Appl. 209: 118194 (2022) - 2020
- [j17]Tomé Almeida Borges, Rui Ferreira Neves:
Ensemble of machine learning algorithms for cryptocurrency investment with different data resampling methods. Appl. Soft Comput. 90: 106187 (2020) - [j16]Tiago Mousinho Martins, Rui Ferreira Neves:
Applying genetic algorithms with speciation for optimization of grid template pattern detection in financial markets. Expert Syst. Appl. 147: 113191 (2020) - 2019
- [j15]João Nobre, Rui Ferreira Neves:
Combining Principal Component Analysis, Discrete Wavelet Transform and XGBoost to trade in the financial markets. Expert Syst. Appl. 125: 181-194 (2019) - 2018
- [j14]Bernardo Jubert de Almeida, Rui Ferreira Neves, Nuno Horta:
Combining Support Vector Machine with Genetic Algorithms to optimize investments in Forex markets with high leverage. Appl. Soft Comput. 64: 596-613 (2018) - [j13]João Carapuço, Rui Ferreira Neves, Nuno Horta:
Reinforcement learning applied to Forex trading. Appl. Soft Comput. 73: 783-794 (2018) - [j12]João Nadkarni, Rui Ferreira Neves:
Combining NeuroEvolution and Principal Component Analysis to trade in the financial markets. Expert Syst. Appl. 103: 184-195 (2018) - [j11]João Baúto, António Canelas, Rui Ferreira Neves, Nuno Horta:
Parallel SAX/GA for financial pattern matching using NVIDIA's GPU. Expert Syst. Appl. 105: 77-88 (2018) - 2017
- [j10]Mariana Daniel, Rui Ferreira Neves, Nuno Horta:
Company event popularity for financial markets using Twitter and sentiment analysis. Expert Syst. Appl. 71: 111-124 (2017) - 2016
- [j9]Nuno Neves, Rui Neves, Nuno Horta, Pedro Tomás, Nuno Roma:
Multi-objective kernel mapping and scheduling for morphable many-core architectures. Expert Syst. Appl. 45: 385-399 (2016) - [j8]João Leitão, Rui Ferreira Neves, Nuno Horta:
Combining rules between PIPs and SAX to identify patterns in financial markets. Expert Syst. Appl. 65: 242-254 (2016) - 2015
- [j7]Naércio Magaia, Nuno Horta, Rui Ferreira Neves, Paulo Rogério Pereira, Miguel Correia:
A multi-objective routing algorithm for Wireless Multimedia Sensor Networks. Appl. Soft Comput. 30: 104-112 (2015) - [j6]António Silva, Rui Ferreira Neves, Nuno Horta:
A hybrid approach to portfolio composition based on fundamental and technical indicators. Expert Syst. Appl. 42(4): 2036-2048 (2015) - [j5]José Matias Pinto, Rui Ferreira Neves, Nuno Horta:
Boosting Trading Strategies performance using VIX indicator together with a dual-objective Evolutionary Computation optimizer. Expert Syst. Appl. 42(19): 6699-6716 (2015) - 2013
- [j4]António Canelas, Rui Ferreira Neves, Nuno Horta:
A SAX-GA approach to evolve investment strategies on financial markets based on pattern discovery techniques. Expert Syst. Appl. 40(5): 1579-1590 (2013) - 2011
- [j3]António Gorgulho, Rui Ferreira Neves, Nuno Horta:
Applying a GA kernel on optimizing technical analysis rules for stock picking and portfolio composition. Expert Syst. Appl. 38(11): 14072-14085 (2011) - 2010
- [j2]João Antunes, Nuno Ferreira Neves, Miguel Correia, Paulo Veríssimo, Rui Ferreira Neves:
Vulnerability Discovery with Attack Injection. IEEE Trans. Software Eng. 36(3): 357-370 (2010) - 2009
- [j1]Luís D. Pedrosa, Pedro Melo, Rui Manuel Rocha, Rui Neves:
A flexible approach to WSN development and deployment. Int. J. Sens. Networks 6(3/4): 199-211 (2009)
Conference and Workshop Papers
- 2019
- [c18]Luís Dias, Hélder Reia, Rui Neves, Miguel Correia:
OutGene: Detecting Undefined Network Attacks with Time Stretching and Genetic Zooms. NSS 2019: 199-220 - 2017
- [c17]Carlos Simões, Rui Ferreira Neves, Nuno Horta:
Using sentiment from Twitter optimized by Genetic Algorithms to predict the stock market. CEC 2017: 1303-1310 - 2015
- [c16]Jaime Machado, Rui Ferreira Neves, Nuno Horta:
Developing Multi-Time Frame Trading Rules with a Trend Following Strategy, using GA. GECCO (Companion) 2015: 765-766 - 2014
- [c15]António Silva, Rui Ferreira Neves, Nuno Horta:
Portfolio optimization using fundamental indicators based on multi-objective EA. CIFEr 2014: 158-165 - [c14]José Matias Pinto, Rui Ferreira Neves, Nuno Horta:
Multi-objective Optimization of Investment Strategies - Based on Evolutionary Computation Techniques, in Volatile Environments. ICEIS (1) 2014: 480-488 - 2013
- [c13]António Canelas, Rui Ferreira Neves, Nuno Horta:
Multi-dimensional pattern discovery in financial time series using sax-ga with extended robustness. GECCO (Companion) 2013: 179-180 - [c12]Jorge Fonseca, Rui Ferreira Neves, Nuno Horta:
Optimizing investment strategies based on companies earnings using genetic algorithms. GECCO (Companion) 2013: 1731-1732 - 2012
- [c11]António Canelas, Rui Ferreira Neves, Nuno Horta:
A new SAX-GA methodology applied to investment strategies optimization. GECCO 2012: 1055-1062 - [c10]Oleksandr Yefimochkin, Rui Ferreira Neves, Nuno Horta:
An evolutionary approach to define investment strategies based on macroeconomic indicators and VIX data. GECCO (Companion) 2012: 1539-1540 - [c9]Nuno Leite, Rui Ferreira Neves, Nuno Horta, Fernando Melicio, Agostinho C. Rosa:
Solving an Uncapacitated Exam Timetabling Problem Instance using a Hybrid NSGA-II. IJCCI 2012: 106-115 - [c8]Nuno Leite, Rui Ferreira Neves, Nuno Horta, Fernando Melicio, Agostinho C. Rosa:
Solving a Capacitated Exam Timetabling Problem Instance Using a Bi-objective NSGA-II. IJCCI (Selected Papers) 2012: 115-129 - 2011
- [c7]Paulo Parracho, Rui Ferreira Neves, Nuno Horta:
Trading with optimized uptrend and downtrend pattern templates using a genetic algorithm kernel. IEEE Congress on Evolutionary Computation 2011: 1895-1901 - [c6]José Pinto, Rui Ferreira Neves, Nuno Horta:
Fitness function evaluation for MA trading strategies based on genetic algorithms. GECCO (Companion) 2011: 819-820 - 2010
- [c5]Paulo Parracho, Rui Ferreira Neves, Nuno Horta:
Trading in financial markets using pattern recognition optimized by genetic algorithms. GECCO (Companion) 2010: 2105-2106 - [c4]Adriano Simões, Rui Ferreira Neves, Nuno Horta:
An Innovative GA Optimized Investment Strategy based on a New Technical Indicator using Multiple MAS. IJCCI (ICEC) 2010: 306-310 - 2009
- [c3]António Gorgulho, Rui Ferreira Neves, Nuno Horta:
Using GAs to balance technical indicators on stock picking for financial portfolio composition. GECCO (Companion) 2009: 2041-2046 - 2008
- [c2]Luís D. Pedrosa, Pedro Melo, Rui Manuel Rocha, Rui Neves:
A Flexible Approach to WSN Deployment. ICCCN 2008: 863-868 - 2006
- [c1]Nuno Ferreira Neves, João Antunes, Miguel Correia, Paulo Veríssimo, Rui Ferreira Neves:
Using Attack Injection to Discover New Vulnerabilities. DSN 2006: 457-466
Informal and Other Publications
- 2018
- [i1]Gonçalo Abreu, Rui Ferreira Neves, Nuno Horta:
Currency exchange prediction using machine learning, genetic algorithms and technical analysis. CoRR abs/1805.11232 (2018)
Coauthor Index
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