Penousal Machado
Inhaltsverzeichnis
Person
Penousal Machado is a teacher at the Department of Informatics of the University of Coimbra and a researcher of the Artificial Intelligence Laboratory of CISUC - Centre for Informatics and Systems of the University of Coimbra. His main research interests are Evolutionary Art, Evolutionary Computation and Computational Creativity. More specifically, he is interested in the application of evolutionary computation techniques to the development of artificial artists and computer aided creativity systems.
His most well known research project in the field of evolutionary art is NEvAr. This system started as a traditional interactive evolutionary art tool. However, the inclusion of automated fitness assignment schemes, allows it to autonomously perform aesthetic judgments. The refinement of the aesthetic abilities of NEvAr, over the years, has converted it on what is probably the first Artificial Evolutionary Artist.
He is the author of approximately 50 papers in the fields of Evolutionary Computation, Artificial Art and Artificial Creativity and chair of several scientific events on Artificial Art.
Wissenschaftliche Tätigkeit
Künstlerische Tätigkeit
Publikationen
2014
- Penousal Machado, Tiago Martins, Hugo Amaro, Pedro H. Abreu; An Interface for Fitness Function Design. In: EvoMUSART 2014, 13-25. DOI: http://link.springer.com/10.1007/978-3-662-44335-4_2 http://cdv.dei.uc.pt/wp-content/uploads/2014/06/mmaa14.pdf
- Joao Correia and Penousal Machado: Semantic Operators for Evolutionary Art. In: Semantic Methods in Genetic Programming, 13 September 2014. http://www.cs.put.poznan.pl/kkrawiec/smgp2014/uploads/Site/Correia.pdf
- Penousal Machado and Joao Correia: Semantic aware methods for evolutionary art. In: GECCO '14: Proceedings of the 2014 conference on Genetic and evolutionary computation, pp. 301-308, ACM, 12-16 July 2014. DOI: http://dx.doi.org/10.1145/2576768.2598293
2013
- Penousal Machado (Herausgeber): Evolutionary and Biologically Inspired Music, Sound, Art and Design: Second International Conference, EvoMUSART 2013 (LNCS 7834). 1 Aufl., Springer, Berlin, 2013, ISBN 978-3642369544, 204 Seiten. DOI: http://link.springer.com/book/10.1007%2F978-3-642-36955-1
- João Correia, Penousal Machado, Juan Romero, Adrián Carballal: Feature Selection and Novelty in Computational Aesthetics. In: EvoMUSART 2013, 133-144. DOI: http://link.springer.com/10.1007/978-3-642-36955-1_12 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/cmrc13.pdf
- Penousal Machado, Hugo Amaro: Fitness functions for ant colony paintings. In: Proceedings of the 4th International Conference on Computational Creativity, pp. 32–39 (2013). http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/ma13.pdf
- Joao Correia, Penousal Machado, Juan Romero, and Adrián Carballal: Evolving Figurative Images Using Expression-Based Evolutionary Art. In: Proceedings of the fourth International Conference on Computational Creativity (ICCC), 2013, pp. 24-31. http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/cmrc13b.pdf
Juan Romero, Penousal Machado, and Adrián Carballal, “Guest editorial: special issue on biologically inspired music, sound, art and design,” Genetic Programming and Evolvable Machines, vol. 14, iss. 3, pp. 281-286, 2013
2012
- Penousal Machado (Herausgeber), Juan Romero (Herausgeber), Adrian Carballal (Herausgeber): Evolutionary and Biologically Inspired Music, Sound, Art and Design: First International Conference, EvoMUSART 2012 (LNCS 7247). 1 Aufl., Springer, Berlin, 2012, ISBN 978-3642291418, 236 Seiten. DOI: http://link.springer.com/book/10.1007%2F978-3-642-29142-5
- Penousal Machado, João Correia, Juan Romero: Expression-Based Evolution of Faces. In: EvoMUSART 2012, 187-198. DOI: http://link.springer.com/10.1007/978-3-642-29142-5_17 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mjc12a.pdf
- Penousal Machado and Luís Pereira: Photogrowth: non-photorealistic renderings through ant paintings. In: Soule, T., Moore, J.H. (eds.) Genetic and Evolutionary Computation Conference, GECCO ’12, Philadelphia, PA, USA, July 7-11, 2012, 2012, pp. 233-240. DOI: http://doi.acm.org/10.1145/2330163.2330197 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mlp12.pdf
- Juan Romero, Penousal Machado, Adrian Carballal, João Correia: Computing aesthetics with image judgement systems. In: Jon McCormack & d’Inverno: Computers and Creativity, Springer, Berlin, 2012, 295-322 DOI: http://link.springer.com/chapter/10.1007/978-3-642-31727-9_11 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/rmccar.pdf
- Gary Greenfield, Penousal Machado: Guest editors’ introduction, Special Issue: Mathematical Models used in Aesthetic Evaluation. J. Math. and the Arts 6(2-3), 59–64 (2012) DOI: http://dx.doi.org/10.1080/17513472.2012.688185 http://www.tandfonline.com/doi/pdf/10.1080/17513472.2012.688185
- Juan Romero, Penousal Machado, Adrián Carballal, Antonino Santos: Using complexity estimates in aesthetic image classification. Journal of Mathematics and the Arts 6(2-3), 125–136 (2012) DOI: http://dx.doi.org/10.1080/17513472.2012.679514 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/jma12.pdf
2011
- Romero, Juan; Machado, Penousal; Carballal, Adrian; Osorio, Olga: Aesthetic Classification and Sorting Based on Image Compression. In: EvoMUSART 2011, 394-403. DOI: http://link.springer.com/10.1007/978-3-642-20520-0_40 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/rmco11.pdf
- Penousal Machado and Juan Romero: On Evolutionary Computer-Generated Art. The Evolutionary Review: Art, Science, Culture, vol. 2, iss. 1, pp. 156-170, 2011. http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mr11.pdf
2010
- Cecilia Di Chio (Herausgeber), Anthony Brabazon (Herausgeber), Marc Ebner (Herausgeber), Muddassar Farooq (Herausgeber), Andreas Fink (Herausgeber), Jörn Grahl (Herausgeber), Gary Greenfield (Herausgeber), Penousal Machado (Herausgeber), Michael O'Neill (Herausgeber), Ernesto Tarantino (Herausgeber), Neil Urquhart (Herausgeber): Applications of Evolutionary Computation: EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG (LNCS 6025). 1 Aufl., Springer, Berlin, 2010, ISBN 978-3642122415, 476 Seiten. DOI: http://link.springer.com/book/10.1007/978-3-642-12242-2
- Machado, Penousal; Nunes, Henrique; Romero, Juan: Graph-Based Evolution of Visual Languages. In: EvoMUSART 2010, 271-280. DOI: http://link.springer.com/10.1007/978-3-642-12242-2_28 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mnr10.pdf
2009
- Romero, Juan; Machado, Penousal; Santos, Antonino: On the Socialization of Evolutionary Art. In: EvoMUSART 2009, 557-566. DOI: http://link.springer.com/10.1007/978-3-642-01129-0_62 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/rms09.pdf
- Gary Greenfield, Penousal Machado: Simulating artist and critic dynamics - an agent-based application of an evolutionary art system. In: Correia, A.D., Rosa, A.C., Madani, K. (eds.) IJCCI, pp. 190–197. INSTICC Press (2009). DOI: http://dx.doi.org/10.5220/0002285701890196 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/gm09b.pdf
2008
- Machado, Penousal; Graca, Fernando: Evolutionary pointillist modules: evolving assemblages of 3D objects. In: EvoMUSART 2008, 453-462. DOI: http://link.springer.com/10.1007/978-3-540-78761-7_48 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mg08.pdf
- Fernando Graca and Penousal Machado: Evolving Assemblages of 3D Objects. In: New Creativity, The 11th Biennial Symposium on Arts and Technology, New London, USA, 2008. http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/gm08b.pdf
2007
- Juan Romero, Penousal Machado (Herausgeber): The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music. 1 Aufl., Springer, Berlin, 2007, ISBN 978-3540728764, 460 Seiten. DOI: http://link.springer.com/10.1007/978-3-540-72877-1
- Machado, Penousal; Romero, Juan; Manaris, Bill: Experiments in Computational Aesthetics. In: Juan Romero; Penousal Machado: The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music. Springer, Berlin, 2007, 381-415. DOI: http://link.springer.com/10.1007/978-3-540-72877-1_18 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mrm07a.pdf
- Penousal Machado, Juan Romero, Antonino Santos, Amílcar Cardoso, Alejandro Pazos: On the development of evolutionary artificial artists. Computers & Graphics 31(6), 818–826 (2007) http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mrs+07.pdf
- Juan Romero and Penousal Machado: The Art of Artificial Evolution - book preface. In: Juan Romero; Penousal Machado: The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music. Springer, Berlin, 2007, S. VII-XII. http://link.springer.com/content/pdf/bfm%3A978-3-540-72877-1%2F1.pdf
2005
- Penousal Machado, Juan Romero, Amílcar Cardoso, Antonino Santos: Partially interactive evolutionary artists. New Generation Computing – Special Issue on Interactive Evolutionary Computation 23(42), 143–155 (2005). DOI: http://link.springer.com/article/10.1007%2FBF03037491 http://eden.dei.uc.pt/~amilcar/ftp/ecaspapers/NGC2005.pdf
- Bill Manaris, Juan Romero, Penousal Machado, Krehbiel, D., Hirzel, T., Pharr, W., Davis, R. (2005). Zipf’s law, music classification and aesthetics. Computer Music Journal, 29(1): 55–69. DOI: http://dx.doi.org/10.1162/comj.2005.29.1.55 http://www.idi.ntnu.no/emner/tdt4/2010%20articles/Zipf-music-johannes.pdf
- Juan Romero, Estanislao Sanmartín, Penousal Machado, and Antonino Santos: Artificial Immune System Based Art. In: Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, Clearwater Beach, Florida, USA, 2005, pp. 92-98. http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/rsms05.pdf
2004
- Machado, Penousal; Romero, Juan; Santos, Maria Luisa; Amílcar Cardoso; Manaris, Bill: Adaptive Critics for Evolutionary Artists. In: EvoMUSART 2004, 437-446. DOI: http://link.springer.com/10.1007/978-3-540-24653-4_45 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mrs+04.pdf
2003
- Romero, Juan; Machado, Penousal; Santos, Antonio; Amílcar Cardoso: On the Development of Critics in Evolutionary Computation Artists. In: EvoMUSART 2003, 559-569. DOI: http://link.springer.com/10.1007/3-540-36605-9_51 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/rmsc03.pdf
- Penousal Machado, Juan Romero, Bill Manaris, Antonino Santos, Amílcar Cardoso: Power to the critics — A framework for the development of artificial art critics. In: Proceedings of the IJCAI Workshop on Creative Systems (2003). http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.73.3115 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mrm+03.pdf
- Penousal Machado, Amílcar Cardoso: NEvAr – System Overview. In: Generative Art 2003. http://www.generativeart.com/on/cic/papersGA2003/b07.htm
- Juan Romero, Penousal Machado, Maria Luisa Santos Ares: Towards the Development of Artificial Art Critics. In: Generative Art 2003. http://www.generativeart.com/on/cic/papersGA2003/a15.htm
2002
- Penousal Machado, André Dias, Nuno Duarte, Amílcar Cardoso (2002). Giving Colour to Images. In: Proc. AISB 2002 Symposium on AI and Creativity in the Arts. Imperial College, United Kingdom, 2002 http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.16.7195 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mddc02.pdf
- Penousal Machado, André Dias, Amílcar Cardoso: Learning to colour greyscale images. The Interdisciplinary Journal of Artificial Intelligence and the Simulation of Behaviour – AISB Journal 1(2), 209–219 (2002). DOI: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.16.7195 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mdc02.pdf
- Penousal Machado, Amílcar Cardoso: All the truth about NEvAr. Applied Intelligence, Special Issue on Creative Systems 16(2), 101–119 (2002). DOI: http://link.springer.com/article/10.1023%2FA%3A1013662402341 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mc02.pdf
2000
- Penousal Machado, Amílcar Cardoso: NEvAr – the assessment of an evolutionary art tool. In: Proceedings of the AISB 2000 Symposium on Creative and Cultural Aspects and Applications of AI and Cognitive Science (2000). http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.36.6858 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mc00.pdf
1998
- Penousal Machado, Amílcar Cardoso: Computing aesthetics. In: de Oliveira, F.M. (ed.) SBIA 1998. LNCS (LNAI), vol. 1515, pp. 219–228. Springer, Heidelberg (1998) DOI: http://link.springer.com/chapter/10.1007%2F10692710_23 http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.37.6406 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mc98.pdf
1997
- Penousal Machado, Amilcar Cardoso: Model Proposal for a Constructed Artist. In: Callaos, N. et al.: (eds.) In: Proc. SCI’97/ISAS’97. Caracas, vol II, pp. 521–528 (1997). http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.37.886 http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mc97.pdf
Externe Links
http://fmachado.dei.uc.pt/ homepage
http://cdv.dei.uc.pt/authors/penousal-machado/ homepage
machado ät dei.uc.pt
https://coimbra.academia.edu/PenousalMachado
https://www.researchgate.net/profile/Penousal_Machado
Mitglied der Masterminds of Evolutionary Art
