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Identificação

Identificação pessoal

Nome completo
Rui Neves

Nomes de citação

  • Neves, Rui

Identificadores de autor

Ciência ID
6316-1F5A-595D
ORCID iD
0000-0001-5482-9883
Produções

Publicações

Artigo em conferência
  1. Simoes, C.; Neves, R.; Horta, N.. "Using sentiment from Twitter optimized by Genetic Algorithms to predict the stock market". 2017.
    10.1109/CEC.2017.7969455
  2. Machado, J.; Neves, R.; Horta, N.. "Developing multi-time frame trading rules with a trend following strategy, using GA". 2015.
    10.1145/2739482.2764885
  3. Pinto, J.M.; Neves, R.F.; Horta, N.. "Multi-objective optimization of investment strategies based on evolutionary computation techniques, in volatile environments". 2014.
  4. Silva, A.; Neves, R.; Horta, N.. "Portfolio optimization using fundamental indicators based on multi-objective EA". 2014.
    10.1109/CIFEr.2014.6924068
  5. Fonseca, J.; Neves, R.; Horta, N.. "Optimizing investment strategies based on companies earnings using genetic algorithms". 2013.
    10.1145/2464576.2480785
  6. Canelas, A.; Neves, R.; Horta, N.. "Multi-dimensional pattern discovery in financial time series using SAX-GA with extended robustness". 2013.
    10.1145/2464576.2464664
  7. Canelas, A.; Neves, R.; Horta, N.. "A new SAX-GA methodology applied to investment strategies optimization". 2012.
    10.1145/2330163.2330310
  8. Yefimochkin, O.; Neves, R.; Horta, N.. "An evolutionary approach to define investment strategies based on Macroeconomic Indicators and VIX data". 2012.
    10.1145/2330784.2331035
  9. Pinto, J.M.; Neves, R.F.. "Maximize profit while minimizing risk". 2012.
  10. Parracho, P.; Neves, R.; Horta, N.. "Trading with optimized uptrend and downtrend pattern templates using a genetic algorithm kernel". 2011.
    10.1109/CEC.2011.5949846
  11. Pinto, J.; Neves, R.F.; Horta, N.. "Fitness function evaluation for MA trading strategies based on genetic algorithms". 2011.
    10.1145/2001858.2002105
  12. Vicente, J.; Rocha, R.; Neves, R.. "GolfSense: A golf course WSN monitoring application". 2010.
    10.1109/ICCES.2010.5674843
  13. Parracho, P.; Neves, R.; Horta, N.. "Trading in financial markets using pattern recognition optimized by genetic algorithms". 2010.
    10.1145/1830761.1830884
  14. Gorgulho, A.; Neves, R.; Horta, N.. "Using GAs to balance technical indicators on stock picking for financial portfolio composition". 2009.
    10.1145/1570256.1570273
  15. Pedrosa, L.D.; Melo, P.M.; Rocha, R.M.; Neves, R.. "A flexible approach to WSN deployment". 2008.
    10.1109/ICCCN.2008.ECP.161
  16. Neves, N.; Antunes, J.; Correia, M.; Veríssimo, P.; Neves, R.. "Using attack injection to discover new vulnerabilities". 2006.
    10.1109/DSN.2006.72
  17. Neves, R.F.; Da Franca, J.E.. "A CMOS switched-capacitor bandpass filter with 100 Msample/s input sampling and frequency downconversion". 2000.
  18. Seng-Pan, U.; Neves, R.; Martins, R.P.; Franca, J.E.. "A 120 MHz SC 4th-order elliptic interpolation filter with accurate gain and offset compensation for direct digital frequency synthesizer". 1999.
    10.1109/APASIC.1999.824010
Artigo em revista
  1. Zeiträg, Y.; Figueira, J.R.; Horta, N.; Neves, R.. "Surrogate-assisted automatic evolving of dispatching rules for multi-objective dynamic job shop scheduling using genetic programming". Expert Systems with Applications 209 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85135322531&partnerID=MN8TOARS.
    10.1016/j.eswa.2022.118194
  2. Almeida, R.L.D.; Neves, R.F.. "Stock market prediction and portfolio composition using a hybrid approach combined with self-adaptive evolutionary algorithm". Expert Systems with Applications 204 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85130542258&partnerID=MN8TOARS.
    10.1016/j.eswa.2022.117478
  3. Martins, T.M.; Neves, R.F.. "Applying genetic algorithms with speciation for optimization of grid template pattern detection in financial markets". Expert Systems with Applications 147 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85078148416&partnerID=MN8TOARS.
    10.1016/j.eswa.2020.113191
  4. Borges, T.A.; Neves, R.F.. "Ensemble of machine learning algorithms for cryptocurrency investment with different data resampling methods". Applied Soft Computing Journal 90 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85080064794&partnerID=MN8TOARS.
    10.1016/j.asoc.2020.106187
  5. Nobre, J.; Neves, R.F.. "Combining Principal Component Analysis, Discrete Wavelet Transform and XGBoost to trade in the financial markets". Expert Systems with Applications 125 (2019): 181-194. http://www.scopus.com/inward/record.url?eid=2-s2.0-85061143990&partnerID=MN8TOARS.
    10.1016/j.eswa.2019.01.083
  6. Nadkarni, Joao; Neves, Rui Ferreira. "Combining NeuroEvolution and Principal Component Analysis to trade in the financial markets". Expert Systems With Applications 103 (2018): 184-195. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000430521200014&KeyUID=WOS:000430521200014.
    10.1016/j.eswa.2018.03.012
  7. Bauto, Joao; Canelas, Antonio; Neves, Rui; Horta, Nuno. "Parallel SAX/GA for financial pattern matching using NVIDIA's GPU". Expert Systems With Applications 105 (2018): 77-88. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000432501900007&KeyUID=WOS:000432501900007.
    10.1016/j.eswa.2018.03.026
  8. de Almeida, Bernardo Jubert; Neves, Rui Ferreira; Horta, Nuno. "Combining Support Vector Machine with Genetic Algorithms to optimize investments in Forex markets with high leverage". Applied Soft Computing 64 (2018): 596-613. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000426011800042&KeyUID=WOS:000426011800042.
    10.1016/j.asoc.2017.12.047
  9. Carapuco, Joao; Neves, Rui; Horta, Nuno. "Reinforcement learning applied to Forex trading". Applied Soft Computing 73 (2018): 783-794. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000450124900054&KeyUID=WOS:000450124900054.
    10.1016/j.asoc.2018.09.017
  10. Daniel, Mariana; Neves, Rui Ferreira; Horta, Nuno. "Company event popularity for financial markets using Twitter and sentiment analysis". Expert Systems With Applications 71 (2017): 111-124. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000392768700009&KeyUID=WOS:000392768700009.
    10.1016/j.eswa.2016.11.022
  11. Neves, Nuno; Neves, Rui; Horta, Nuno; Tom{\'a}s, Pedro; Roma, Nuno. "Multi-objective kernel mapping and scheduling for morphable many-core architectures". Expert Systems with Applications 45 (2016): 385-399. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000366232700033&KeyUID=WOS:000366232700033.
    10.1016/j.eswa.2015.10.004
  12. Leitao, Joao; Neves, Rui Ferreira; Horta, Nuno. "Combining rules between PIPs and SAX to identify patterns in financial markets". Expert Systems With Applications 65 (2016): 242-254. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000385606200019&KeyUID=WOS:000385606200019.
    10.1016/j.eswa.2016.08.032
  13. Pinto, J.M.; Neves, R.F.; Horta, N.. "Boosting Trading Strategies performance using VIX indicator together with a dual-objective Evolutionary Computation optimizer". Expert Systems with Applications 42 19 (2015): 6699-6716. http://www.scopus.com/inward/record.url?eid=2-s2.0-84930046816&partnerID=MN8TOARS.
    10.1016/j.eswa.2015.04.056
  14. Fotouhi Ghazvini, M.A.; Soares, J.; Horta, N.; Neves, R.; Castro, R.; Vale, Z.. "A multi-objective model for scheduling of short-term incentive-based demand response programs offered by electricity retailers". Applied Energy 151 (2015): 102-118. http://www.scopus.com/inward/record.url?eid=2-s2.0-84928739988&partnerID=MN8TOARS.
    10.1016/j.apenergy.2015.04.067
  15. Silva, A.; Neves, R.; Horta, N.. "A hybrid approach to portfolio composition based on fundamental and technical indicators". Expert Systems with Applications 42 4 (2015): 2036-2048. http://www.scopus.com/inward/record.url?eid=2-s2.0-84910671586&partnerID=MN8TOARS.
    10.1016/j.eswa.2014.09.050
  16. Magaia, N.; Horta, N.; Neves, R.; Pereira, P.R.; Correia, M.. "A multi-objective routing algorithm for Wireless Multimedia Sensor Networks". Applied Soft Computing Journal 30 (2015): 104-112. http://www.scopus.com/inward/record.url?eid=2-s2.0-84922511841&partnerID=MN8TOARS.
    10.1016/j.asoc.2015.01.052
  17. Canelas, A.; Neves, R.; Horta, N.. "A SAX-GA approach to evolve investment strategies on financial markets based on pattern discovery techniques". Expert Systems with Applications 40 5 (2013): 1579-1590. http://www.scopus.com/inward/record.url?eid=2-s2.0-84872010641&partnerID=MN8TOARS.
    10.1016/j.eswa.2012.09.002
  18. Leite, N.; Neves, R.; Horta, N.; Melicio, F.; Rosa, A.. "Solving an uncapacitated exam timetabling problem instance using a hybrid NSGA-II". IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence (2012): 106-115. http://www.scopus.com/inward/record.url?eid=2-s2.0-84886912741&partnerID=MN8TOARS.
  19. Gorgulho, A.; Neves, R.; Horta, N.. "Applying a GA kernel on optimizing technical analysis rules for stock picking and portfolio composition". Expert Systems with Applications 38 11 (2011): 14072-14085. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960027306&partnerID=MN8TOARS.
    10.1016/j.eswa.2011.04.216
  20. Simões, A.; Neves, R.; Horta, N.. "An innovative GA optimized investment strategy based on a new technical indicator using multiple MAS". ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation (2010): 306-310. http://www.scopus.com/inward/record.url?eid=2-s2.0-78751563428&partnerID=MN8TOARS.
  21. Antunes, J.; Neves, N.; Correia, M.; Verissimo, P.; Neves, R.. "Vulnerability discovery with attack injection". IEEE Transactions on Software Engineering 36 3 (2010): 357-370. http://www.scopus.com/inward/record.url?eid=2-s2.0-77953120554&partnerID=MN8TOARS.
    10.1109/TSE.2009.91
  22. Pedrosa, L.D.; Melo, P.; Rocha, R.M.; Neves, R.. "A flexible approach to WSN development and deployment". International Journal of Sensor Networks 6 3-4 (2009): 199-211. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955720748&partnerID=MN8TOARS.
    10.1504/IJSNET.2009.029396
  23. Gama, R.; Galhardo, A.; Goes, J.; Paulino, N.; Neves, R.; Horta, N.. "Design of a low-power, open loop, multiply-by-two amplifier with gain-accuracy improved by local-feedback". Proceedings of the 16th International Conference - Mixed Design of Integrated Circuits and Systems, MIXDES 2009 (2009): 248-251. http://www.scopus.com/inward/record.url?eid=2-s2.0-72149110321&partnerID=MN8TOARS.
  24. Cardoso, P.; Luís, R.; Neves, R.; Horta, N.. "BANNER - Intelligent management of banner advertisements on the WWW". Management Information Systems 6 (2002): 989-998. http://www.scopus.com/inward/record.url?eid=2-s2.0-2942668644&partnerID=MN8TOARS.
  25. Neves, R.F.; Franca, J.E.. "Switched-capacitor N-path decimating filter". Proceedings - IEEE International Symposium on Circuits and Systems 1 (1998): 472-475. http://www.scopus.com/inward/record.url?eid=2-s2.0-0031619152&partnerID=MN8TOARS.
  26. Neves, R.F.; Franca, J.E.; Mitra, S.K.; Petraglia, A.. "Discrete-time N-path decimating filters". Proceedings - IEEE International Symposium on Circuits and Systems 4 (1997): 2345-2348. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030652575&partnerID=MN8TOARS.
  27. Neves, R.F.; Petraglia, A.; Mitra, S.K.; Franca, J.E.. "New mixed analog-digital architecture for high-frequency narrow bandwidth channel digitization". Proceedings - IEEE International Symposium on Circuits and Systems 1 (1996): 437-440. http://www.scopus.com/inward/record.url?eid=2-s2.0-0029710520&partnerID=MN8TOARS.
Capítulo de livro
  1. Martins, T.; Neves, R.. "Related Work". 5-24. 2021.
    10.1007/978-3-030-76680-1_2
  2. Borges, T.A.; Neves, R.. "Introduction". 1-2. 2021.
    10.1007/978-3-030-68379-5_1
  3. Martins, T.; Neves, R.. "Introduction". 1-3. 2021.
    10.1007/978-3-030-76680-1_1
  4. Borges, T.A.; Neves, R.. "Background and State-of-the-Art". 3-36. 2021.
    10.1007/978-3-030-68379-5_2
  5. Borges, T.A.; Neves, R.. "Implementation". 37-60. 2021.
    10.1007/978-3-030-68379-5_3
  6. Borges, T.A.; Neves, R.. "Conclusions and Future Work". 91-93. 2021.
    10.1007/978-3-030-68379-5_5
  7. Borges, T.A.; Neves, R.. "Results". 61-90. 2021.
    10.1007/978-3-030-68379-5_4
  8. Martins, T.; Neves, R.. "Conclusions and Future Work". 67-68. 2021.
    10.1007/978-3-030-76680-1_5
  9. Martins, T.; Neves, R.. "Architecture". 25-42. 2021.
    10.1007/978-3-030-76680-1_3
  10. Martins, T.; Neves, R.. "Evaluation". 43-65. 2021.
    10.1007/978-3-030-76680-1_4
  11. Leitão, J.; Neves, R.F.; Horta, N.C.G.. "Related work". 3-27. 2018.
    10.1007/978-3-319-70160-8_2
  12. Baúto, J.; Neves, R.; Horta, N.. "GPU-Accelerated SAX/GA". 45-66. 2018.
    10.1007/978-3-319-73329-6_5
  13. Leitão, J.; Neves, R.F.; Horta, N.C.G.. "SIR/GA approach". 29-44. 2018.
    10.1007/978-3-319-70160-8_3
  14. Leitão, J.; Neves, R.F.; Horta, N.C.G.. "Conclusions and future work". 65-66. 2018.
    10.1007/978-3-319-70160-8_5
  15. Baúto, J.; Neves, R.; Horta, N.. "Conclusions and future work". 89-91. 2018.
    10.1007/978-3-319-73329-6_7
  16. Leitão, J.; Neves, R.F.; Horta, N.C.G.. "Experiments and results". 45-64. 2018.
    10.1007/978-3-319-70160-8_4
  17. Baúto, J.; Neves, R.; Horta, N.. "Results". 67-88. 2018.
    10.1007/978-3-319-73329-6_6
  18. Baúto, J.; Neves, R.; Horta, N.. "Background". 5-20. 2018.
    10.1007/978-3-319-73329-6_2
  19. Baúto, J.; Neves, R.; Horta, N.. "SAX/GA CPU Approach". 33-44. 2018.
    10.1007/978-3-319-73329-6_4
  20. Baúto, J.; Neves, R.; Horta, N.. "State-of-the-art in pattern recognition techniques". 21-32. 2018.
    10.1007/978-3-319-73329-6_3
  21. Silva, A.D.; Neves, R.F.; Horta, N.. "Results". 73-87. 2016.
    10.1007/978-3-319-29392-9_5
  22. Silva, A.D.; Neves, R.F.; Horta, N.. "Conclusions and future work". 89-90. 2016.
    10.1007/978-3-319-29392-9_6
  23. Silva, A.D.; Neves, R.F.; Horta, N.. "System architecture". 39-56. 2016.
    10.1007/978-3-319-29392-9_3
  24. Silva, A.D.; Neves, R.F.; Horta, N.. "Multi-objective optimization". 57-72. 2016.
    10.1007/978-3-319-29392-9_4
  25. Silva, A.D.; Neves, R.F.; Horta, N.. "Literature review". 5-37. 2016.
    10.1007/978-3-319-29392-9_2
  26. Pinto, J.M.; Neves, R.F.; Horta, N.. "Multi-objective optimization of trading strategies using genetic algorithms in unstable environments". 1-71. 2015.
  27. Canelas, A.M.L.; Neves, R.F.M.F.; Horta, N.C.G.. "Conclusions and future work". 79-81. 2013.
    10.1007/978-3-642-33110-7_5
  28. Canelas, A.M.L.; Neves, R.F.M.M.; Horta, N.C.G.. "Market analysis background and related work". 5-35. 2013.
    10.1007/978-3-642-33110-7_2
  29. Canelas, A.M.L.; Neves, R.F.M.F.; Horta, N.C.G.. "Results". 59-78. 2013.
    10.1007/978-3-642-33110-7_4
  30. Canelas, A.M.L.; Neves, R.F.M.F.; Horta, N.C.G.. "SAX-GA approach". 37-57. 2013.
    10.1007/978-3-642-33110-7_3
  31. Gorgulho, A.M.S.B.S.; Neves, R.F.M.F.; Horta, N.C.G.. "Related Work". 5-30. 2013.
    10.1007/978-3-642-32989-0_2
  32. Gorgulho, A.M.S.B.S.; Neves, R.F.M.F.; Horta, N.C.G.. "Solution’s Architecture". 31-55. 2013.
    10.1007/978-3-642-32989-0_3
  33. Gorgulho, A.M.S.B.S.; Neves, R.F.M.F.; Horta, N.C.G.. "Introduction". 1-4. 2013.
    10.1007/978-3-642-32989-0_1
  34. Gorgulho, A.M.S.B.S.; Neves, R.F.M.F.; Horta, N.C.G.. "Conclusions and Future Work". 69-71. 2013.
    10.1007/978-3-642-32989-0_5
  35. Gorgulho, A.M.S.B.S.; Neves, R.F.M.F.; Horta, N.C.G.. "System Validation". 57-68. 2013.
    10.1007/978-3-642-32989-0_4
Livro
  1. Martins, T.; Neves, R.. Preface. 2021.
  2. Dias, L.; Reia, H.; Neves, R.; Correia, M.. OutGene: Detecting Undefined Network Attacks with Time Stretching and Genetic Zooms. 2019.
    10.1007/978-3-030-36938-5_12
  3. Leitão, J.; Neves, R.F.; Horta, N.C.G.. Introduction. 2018.
    10.1007/978-3-319-70160-8_1
  4. Baúto, J.; Neves, R.; Horta, N.. Introduction. 2018.
    10.1007/978-3-319-73329-6_1
  5. Silva, A.D.; Neves, R.F.; Horta, N.. Introduction. 2016.
    10.1007/978-3-319-29392-9_1
  6. Silva, A.D.; Neves, R.F.; Horta, N.. Preface. 2016.
  7. Silva, A.D.; Neves, R.F.; Horta, N.. Preface. 2016.
  8. Leite, N.; Neves, R.; Horta, N.; Melício, F.; Rosa, A.C.. Solving a capacitated exam timetabling problem instance using a bi-objective NSGA-II. 2014.
    10.1007/978-3-319-11271-8_8
  9. Canelas, A.M.L.; Neves, R.F.M.F.; Horta, N.C.G.. Introduction. 2013.
    10.1007/978-3-642-33110-7_1
  10. Canelas, A.M.L.; Neves, R.F.M.F.; Horta, N.C.G.. Preface. 2013.
  11. Gorgulho, A.M.S.B.S.; Neves, R.F.M.F.; Horta, N.C.G.. Preface. 2013.
  12. Gorgulho, A.M.S.B.S.; Neves, R.F.M.F.; Horta, N.C.G.. Preface. 2013.
    10.1016/j.jinorgbio.2011.10.001
  13. Canelas, A.M.L.; Neves, R.F.M.F.; Horta, N.C.G.. Preface. 2013.
    10.1524/stuf.2004.57.1.3

Outros

Outra produção
  1. Currency exchange prediction using machine learning, genetic algorithms and technical analysis. 2018. Abreu, G.; Neves, R.; Horta, N.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85171086021&partnerID=MN8TOARS.
    10.48550/arxiv.1805.11232