Academic position:
Assistant Professor
Joining date:
10-01-2005
Role in IT: Researcher Scientific Area: Basic Sciences and Enabling Technologies
Group: Integrated Circuits - Lx
Degrees
- PhD, Instituto Superior Técnico, 01-01-2001 - Licenciatura, Instituto de Telecomunicações, 01-01-1993
Academic Activities
Lecture courses
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Multi-Objective Optimization Using Evolutionary , Instituto Superior Técnico, PhD Program in Electrical and Computer Engineering
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Sistemas Digitais, Instituto Superior Técnico, licenciatura Eng de redes e Computadores
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Arquitetura de Computadores, Instituto Superior Técnico, Integrated Master Degree (MSc) in Electrical and Computer Engineering
Supervision of theses
PhD
- Optimal Stock Market Investments Based on Evolutionary Computation Techniques and Technical Analysis, PhD, José Manuel Matias Pinto , 1-2014, Instituto Superior Técnico
MSc
- Portfolio - Previsão de mercados financeiros utilizando Computação Inteligente, MSc, António Daniel Ventura Silva, 9-2013, Instituto Superior Técnico
- FLOOD - Movimentos de Fundos entre Mercados , MSc, Joana Vicente Guerreiro Mendes , 11-2012, Instituto Superior Técnico
- FOREX PATTERN- Prever Mercados de Futuros de Câmbios usando Padrões , MSc, António Manuel Lourenço Canelas , 6-2012, Instituto Superior Técnico
- FUNDAMENTAL I - Resultados das Empresas , MSc, Jorge Ricardo Rodrigues Fonseca , 12-2011, Instituto Superior Técnico
- FUNDAMENTAL II - Notícias , MSc, Oleksandr Yefimochkin , 12-2011, Instituto Superior Técnico
- FOLLOW - Aplicação de Modelos para Seguir Misseis aos Mercados Bolsistas , MSc, Pedro Miguel Assis Pereira dos Santos , 11-2010, Instituto Superior Técnico
- Sistema de pontuação de Taekwondo , MSc, Micael Jose Goncalves Soares , 11-2010, Instituto Superior Técnico
- PATTERN - Identificações de Padrões em Mercados Bolsistas, MSc, Paulo Miguel Verde Antunes Parracho , 10-2010, Instituto Superior Técnico
- Aplicações em tecnologia RFID para a realização de inventários de objectos em escritórios , MSc, Ricardo Sousa , 11-2009
- ADC de Alta Resolução Sigma delta, MSc, Antonio Ribeiro , 10-2008
- Conversor Concorrencial Analogico Digital de Baixa Potência de Muito Alta Velocidade , MSc, Ricardo Gama, 9-2008
- Moduladores Sigma-Delta optimizados em área e consumo para aplicações de voz e audio, MSc, Tiago Costa, 9-2008
- Medição de Sinais Biomédicos através de Telemovel, MSc, Bruno Pereira , 7-2008
Licenciatura
- Sistema de Localização de Carrinhos de Compras, Licenciatura, Luís Afonso Almeida Fernandes , 12-2006
- Sistema de Localização de Carrinhos de Compras, Licenciatura, Miguel Tiago Ferreira Simões , 12-2006
Co - Supervision of Theses
MSc
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STOCKS: Optimização Multi-Objectivo de Portfólios de Activos Financeiros, MSc, António Pinto, 10-2013
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MFUNDS: Computação Inteligente aplicada à Gestão de Fundos de Investimento, MSc, António Gorgulho, 11-2009
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STOCKS: Computação Inteligente aplicada à Gestão de Portefólios de Acções, MSc, Adriano Simões , 12-2010
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GolfSense - WSN-based monitoring system for golf courses, MSc, João Vicente, 6-2009
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WiMAXMeter - Test and measurement bench for WiMAX systems, MSc, João Matos, 12-2008
Publications
Books [2]
- A. Gorgulho Gorgulho; Neves, R.; Horta, N.H.; Intelligent Financial Portfolio Composition based on Evolutionary Computation Strategies, Springer, Heidelberg, 2013. | BibTex
- A. Canelas; Neves, R.; Horta, N.H.; Investment Strategies Optimization based on a SAX-GA Methodology, Springer, Heidelberg, 2013. | BibTex
Book Chapters [1]
- T. A. Camilo; P. Melo; A. Rodrigues; Pedrosa , L.; J. Silva; Neves, R.; Rocha, R. M.; F. B. Boavida; "WM2Snet Deployment: An Experimental Approach" - Chapter in Wireless Mesh Networking with 802.16, 802.11 and ZigBEE, George Aggelou, McGraw Hill, New York, USA,
2008.
Papers in Journals [5]
- A. Canelas; Neves, R.; Horta, N.H.; "A SAX-GA Approach to Evolve Investment Strategies on Financial Markets based on Pattern Discovery Techniques", Expert Systems with Applications, Vol. , No. , pp. - , January, 2013. Abstract
| BibTex
- A. Gorgulho Gorgulho; Neves, R.; Horta, N.H.; "Applying a GA kernel on optimizing technical analysis rules for stock picking and portfolio composition", Expert Systems with Applications, Vol. 38, No. 11, pp. 14072 - 14085 , October, 2011. Abstract
| BibTex
- R. Gama; Goes, J.; Neves, R.; Horta, N.H.; "Low-Power Open Loop Multiply-by-two Amplifier with Gain-accuracy Improved by Local-Feedback", Intrnl. Journal of Microelectronics and Computer Science, Vol. 1, No. 1, pp. 19 - 24, June, 2010.
| BibTex
- J. Antunes; N. Neves; M.V. Correia; P. Verissimo; Neves, R.; "Vulnerability Discovery with Attack Injection", IEEE Trans. on Software Engineering, Vol. 36, No. 3, pp. 357 - 370, June, 2010. Abstract | Full text (PDF 2563KB) | BibTex
- Pedrosa , L.; P. Melo; Rocha, R. M.; Neves, R.; "A Flexible Approach to WSN Development and Deployment", Intrnl. Journal of Sensor Networks, Vol. 6, No. 3/4, pp. 199 - 211, October, 2009. Abstract
| BibTex
Papers in Conference Proceedings [22]
- N. Leite Leite; Neves, R.; Horta, N.H.; F. Melício Melício; A.C.R. Rosa; "Solving an Uncapacitated Exam Timetabling Problem Instance using a Hybrid NSGA-II", Proc International Conf. on Evolutionary Computation Theory and Applications - ECTA, Barcelona, Spain, Vol. , pp. - , October, 2012.
| BibTex
- A. Canelas; Neves, R.; Horta, N.H.; "A New SAX-GA Methodology applied to Investment Strategies Optimization", Proc Genetic and Evolutionary Computation Conf. - GECCO, Philadelphia, United States, Vol. , pp. - , July, 2012.
Abstract
| BibTex
- O. Y. Yefimochkin; Neves, R.; Horta, N.H.; "An Evolutionary Approach to Define Investment Strategies based on Macroeconomic Indicators and VIX Data", Proc Genetic and Evolutionary Computation Conf. - GECCO, Philadelphia, United States, Vol. , pp. - , July, 2012.
Abstract
| BibTex
- Pinto, J.; Neves, R.; "MAXIMIZE PROFIT WHILE MINIMIZING RISK - A FITNESS FUNCTION EVALUATION STUDY USING GENETIC ALGORITHMS", Proc Jožef Stefan Institute Bioinspired Optimization Methods and their Applications - BIOMA, Bohinj, Slovenia, Vol. NA, pp. 333 - 345, May, 2012. Abstract | Full text (PDF 311KB) | BibTex
- Pinto, J.; Neves, R.; Horta, N.H.; "Fitness Function Evaluation for MA Trading Strategies based on Genetic Algorithms ", Proc Genetic and Evolutionary Computation Conf. - GECCO, Dublin, Ireland, Vol. NA, pp. 819 - 820, July, 2011. Abstract | Full text (PDF 419KB) | BibTex
- P. Parracho Parracho; Neves, R.; Horta, N.H.; "Trading with Optimized Uptrend and Downtrend Pattern Templates using a Genetic Algorithm Kernel", Proc IEEE Congress on Evolutionary Computation - CEC, New Orleans, United States, Vol. , pp. - , June, 2011. Abstract | Full text (PDF 541KB) | BibTex
- J. V. Vicente; Rocha, R. M.; Neves, R.; "GolfSense: A Golf Course WSN Monitoring Application", Proc IEEE International Conf. on Computer Engineering and Systems - ICCES, Cairo, Egypt, Vol. 1, pp. 1 - 6, December, 2010. Abstract | Full text (PDF 1155KB) | BibTex
- A. Simões; Neves, R.; Horta, N.H.; "An Innovative GA Optimized Investment Strategy based on a New Technical Indicator using Multiple MAs ", Proc IJCCI International Conf. on Evolutionay Computation - ICEC , Valencia, Spain, Vol. 1, pp. 1 - 4, October, 2010. Abstract | Full text (PDF 149KB) | BibTex
- P. Parracho Parracho; Neves, R.; Horta, N.H.; "Trading in Financial Markets using Pattern Recognition Optimized by Genetic Algorithms", Proc Genetic and Evolutionary Computation Conf. - GECCO, Portland, United States, Vol. 1, pp. 1 - 1, July, 2010.
Full text (PDF 268KB) | BibTex
- A. Gorgulho Gorgulho; Neves, R.; Horta, N.H.; "Using GAs to Balance Technical Indicators on Stock", Proc Genetic and Evolutionary Computation Conf. - GECCO, Montreal, Canada, Vol. , pp. - , July, 2009.
Abstract
| BibTex
- R. Gama; Neves, R.; Horta, N.H.; "Design of a low-power, open loop, multiply-by-two amplifier with gain-accuracy improved by local-feedback", Proc International Conf. Mixed Design of Integrated Circuits and Systems - MIXDES, Lodz, Poland, Vol. 1, pp. 1 - 5, June, 2009.
Full text (PDF 162KB) | BibTex
- A. Ribeiro; T. Costa; R. Gama; Neves, R.; Horta, N.H.; "A bandgap Voltage Reference with Only CMOS Transistors", Proc Conf. on Telecommunications - ConfTele, Santa maria da Feira, Portugal, Vol. I, pp. 69 - 72, May, 2009.
Full text (PDF 125KB) | BibTex
- T. Costa; Neves, R.; Horta, N.H.; "Low-Area 4th-Order Shared-Amplfier Sigms-delta Modulator", Proc Conf. on Telecommunications - ConfTele, Santa maria da Feira, Portugal, Vol. I, pp. 65 - 68, May, 2009.
Full text (PDF 192KB) | BibTex
- Neves, R.; "WIMAXmeter: Test & Measurement benvh for WIMAX systems", Proc Conf. on Telecommunications - ConfTele, Santa maria da Feira, Portugal, Vol. I, pp. 201 - 203, May, 2009.
Full text (PDF 339KB) | BibTex
- Pedrosa , L.; P. Melo; Rocha, R. M.; Neves, R.; "A Flexible Approach to WSN Deployment", Proc The First International Workshop on Sensor Networks - SN 2008, St. Thomas, U.S. Virgin Islands, United States, Vol. --, pp. -- - --, August, 2008. Abstract | Full text (PDF 408KB) | BibTex
- M. S. Piedade; Neves, R.; "Cost Effective Immersive Room with Pressure Sensing Floor", Proc IMEKO , Mexico, Mexico, Vol. -, pp. - - -, November, 2007.
| BibTex
- Neves, R.; Guilherme, J.G.; Horta, N.H.; "Designing Reconfigurable Multi-Standard Analog Baseband Front-End for 4G Mobile Terminals: System Level Design", Proc Conf. on Telecommunications - ConfTele, Peniche, Portugal, Vol. I, pp. 1 - 4, May, 2007.
| BibTex
- Neves, R.; "Using Attack Injection to Discover New Vulnerabilities", Proc International Conf. on Dependable Systems and Networks - DSN, Philadelphia, United States, Vol. I, pp. 457 - 466 , June, 2006.
| BibTex
- Neves, R.; "Diagnóstico de Vulnerabilidades Através da Injecção de Ataques", Proc Conf. Nacional sobre Segurança Informática nas Organizações - SINO, Covilhã, Portugal, Vol. 1, pp. 61 - 76, November, 2005.
| BibTex
- Neves, R.; Horta, N.H.; "Banner - Intelligent Management of Banner Advertisements on the WWW", Proc International Conf. on Data Mining, Florence, Italy, Vol. 1, pp. 11 - 15, September, 2002.
| BibTex
- Neves, R.; J.E. Franca; "A CMOS Switched-Capacitor Bandpass Filter with 100MSamples/s Input Sampling and Frequency Downconversion", Proc European Solid-State Circuits, stockholm, Sweden, Vol. 1, pp. 248 - 252, September, 2000.
| BibTex
- Neves, R.; J.E. Franca; "A New Mixed Analog-Digital Architecture for High Frequency Narrow Bandwidth Channel Digitization", Proc International Symp. on Signals, Circuits and Systems, Atlanta, United States, Vol. IV, pp. 437 - 441, May, 1996.
| BibTex
Other Scientific Achievements
Patents
- J. Sanches; Neves, R.; T. Paiva;
"Sistema de monitorização da temperatura central para diagnóstico de distúrbios de sono", PT104115, May, 2009.
