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== Person ==
 
== Person ==
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'''Dr. Penousal Machado''' ist Dozent (Assistant Professor) für Informatik an der portugiesischen [http://www.uc.pt/ Universität Coimbra] und Wissenschaftler in der "Cognitive and Media Systems" Gruppe am "Centre for Informatics and Systems" der Universität Coimbra.
  
  
 
== Wissenschaftliche Tätigkeit ==
 
== Wissenschaftliche Tätigkeit ==
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Seine wissenschaftlichen Interessen umfassen Computer Kunst und speziell Evolutionäre Kunst, Nature Inspired Computing und speziell Evolutionary Computation, sowie Künstliche Intelligenz und Computer Kreativität. Er ist interessiert an der Entwicklung von Künstlichen Künstlern (artificial artists) und kreativitätsunterstützende Computersysteme mit Hilfe von Evolutionären Algorithmen.
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Er ist Autor von mehr als 50 Zeitschriften- und Konferenzartikeln im Bereich des Evolutionary Computation, der Künstlichen und Evolutionären Kunst und künstlicher Kreativität und Mitherausgeber des Buches [[The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music]], dem Standardwerk in diesem Forschungsfeld.
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Er ist im Herausgebergremium mehrerer Zeitschriften wie dem [http://geb.uma.es/al-related-publications/journal-of-artificial-evolution-and-applications Journal of Artificial Evolution and Applications], [http://www.tandfonline.com/loi/tmaa20#.VLlYfNegMhc Journal of Mathematics and the Arts] und dem [http://www.worldscientific.com/worldscinet/ijait International Journal on Artificial Intelligence Tools].
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Er ist weiterhin im Vorsitz und dem Programm-Komitee mehrerer wissenschaftlicher Veranstaltungen und Konferenzen u.a. zur Künstlichen Kunst.
  
  
 
== Künstlerische Tätigkeit ==
 
== Künstlerische Tätigkeit ==
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Seit Ende der 1990er entwickelt er das System NEvAr im Bereich der Evolutionären Kunst. Begonnen hat es al interaktives Sytsem zu Evolutionären Kunst und hat sich durch die Integration von Ästhetikmaßen zu einer Vorform eines Künstlichen Künstlers entwickelt, das nicht nur Werke selbständig durch Evolutionäre Algorithmen (Genetic Programming) erzeugen, sondern diese auch bewerten kann, wodurch eine Evolution hin zu ästhetischeren Werken durchgeführt wird.
  
  
 
== Publikationen ==
 
== Publikationen ==
 
===2014===
 
===2014===
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- Penousal Machado, Tiago Martins, Hugo Amaro, Pedro H. Abreu; An Interface for Fitness Function Design. In: EvoMUSART 2014, S. 13-25
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* [[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
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* [[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
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* [[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
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===2013===
 
===2013===
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- João Correia, Penousal Machado, Juan Romero, Adrián Carballal: Feature Selection and Novelty in Computational Aesthetics. In: EvoMUSART 2013, S. 133-144
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- {{LitBook |Autor = [[Penousal Machado]]  (Herausgeber)|Titel = Evolutionary and Biologically Inspired Music, Sound, Art and Design: Second International Conference, EvoMUSART 2013 (LNCS 7834) |Auflage = 1 | Verlag = Springer | Ort = Berlin| Jahr = 2013 | ISBN = 978-3642369544 | Seiten = 204 }}DOI: http://link.springer.com/book/10.1007%2F978-3-642-36955-1
  
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- J. Romero, P. Machado, and A. 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
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* [[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
  
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- J. Correia, P. Machado, J. Romero, and A. Carballal, “Evolving Figurative Images Using Expression-Based Evolutionary Art,” in Proceedings of the fourth International Conference on Computational Creativity (ICCC), 2013, pp. 24-31.  
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* [[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
  
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- P. Machado and H. Amaro, “Fitness Functions for Ant Colony Paintings,” in Proceedings of the fourth International Conference on Computational Creativity (ICCC), 2013, pp. 32-39.  
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* [[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
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[[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===
 
===2012===
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- Penousal Machado, João Correia, Juan Romero: Expression-Based Evolution of Faces. In: EvoMUSART 2012, S. 187-198
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- {{LitBook |Autor = [[Penousal Machado]] (Herausgeber), [[Juan Romero]] (Herausgeber), [[Adrian Carballal]] (Herausgeber) |Titel = Evolutionary and Biologically Inspired Music, Sound, Art and Design: First International Conference, EvoMUSART 2012 (LNCS 7247) |Auflage = 1 |Verlag = Springer | Ort = Berlin | Jahr = 2012 | ISBN = 978-3642291418 | Seiten = 236 }}DOI: http://link.springer.com/book/10.1007%2F978-3-642-29142-5
  
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- J. Romero, P. Machado, A. Carballal, and A. Santos, “Using complexity estimates in aesthetic image classification,” Journal of Mathematics and the Arts, vol. 6, iss. 2-3, pp. 125-136, 2012.
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* [[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
  
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- J. Romero, P. Machado, A. Carballal, and J. Correia, “Computing Aesthetics with Image Judgement Systems,” in Computers and Creativity, J. McCormack and M. d’Inverno, Ed., Springer Berlin Heidelberg, 2012, pp. 295-322.
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* [[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
  
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- P. Machado and L. Pereira, “Photogrowth: non-photorealistic renderings through ant paintings,” in Genetic and Evolutionary Computation Conference, GECCO ’12, Philadelphia, PA, USA, July 7-11, 2012, 2012, pp. 233-240.  
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* [[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
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* [[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
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* [[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===
 
===2011===
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- Romero, Juan; Machado, Penousal; Carballal, Adrian; Osorio, Olga: Aesthetic Classification and Sorting Based on Image Compression. In: EvoMUSART 2011, S. 394-403
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* [[Juan Romero | Romero, Juan]]; [[Penousal Machado | Machado, Penousal]]; [[Adrian Carballal | Carballal, Adrian]]; [[Olga Osorio | 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
  
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- P. Machado and J. Romero, “On Evolutionary Computer-Generated Art,” The Evolutionary Review: Art, Science, Culture, vol. 2, iss. 1, pp. 156-170, 2011.  
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* [[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===
 
===2010===
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- Machado, Penousal; Nunes, Henrique; Romero, Juan: Graph-Based Evolution of Visual Languages. In: EvoMUSART 2010, S. 271-280
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- {{LitBook |Autor = 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) |Titel =  Applications of Evolutionary Computation: EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG (LNCS 6025) |Auflage = 1 |Verlag = Springer | Ort = Berlin | Jahr = 2010 | ISBN = 978-3642122415 | Seiten = 476 }}DOI: http://link.springer.com/book/10.1007/978-3-642-12242-2
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* [[Penousal Machado | Machado, Penousal]]; [[Henrique Nunes | Nunes, Henrique]]; [[Juan Romero | 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
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* [[Penousal Machado]], Henrique Nunes: [[A Step Towards the Evolution of Visual Languages]]. 41-50. In: [[Computational Creativity 2010 ICCC 2010]]. http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/mn10.pdf
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* [[Penousal Machado]]: [[Expressions, Assemblages and Grammars]]. In: [[Bridges 2010]]. Pages 19–26 http://archive.bridgesmathart.org/2010/bridges2010-19.html http://archive.bridgesmathart.org/2010/bridges2010-19.pdf
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* [[Penousal Machado]], Henrique Nunes: [[A Visual Language for Darwin]]. In: [[Computational Creativity 2010 ICCC 2010]]. p 295.
  
 
===2009===
 
===2009===
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- Romero, Juan; Machado, Penousal; Santos, Antonino: On the Socialization of Evolutionary Art. In: EvoMUSART 2009, S. 557-566  
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* [[Juan Romero | Romero, Juan]]; [[Penousal Machado | Machado, Penousal]]; [[Antonino Santos | 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
  
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- G. Greenfield and P. Machado, “Simulating Artist and Critic Dynamics – An Agent-based Application of an Evolutionary Art System,” in IJCCI 2009 – Proceedings of the International Joint - Conference on Computational Intelligence, Funchal, Madeira, Portugal, October 5-7, 2009, 2009, pp. 190-197.  
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* [[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===
 
===2008===
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- Machado, Penousal; Graca, Fernando: Evolutionary pointillist modules: evolving assemblages of 3D objects. In: EvoMUSART 2008, S. 453-462
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* [[Penousal Machado | Machado, Penousal]]; [[Fernando Graca | 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
  
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- F. Graçca and P. Machado, “Evolving Assemblages of 3D Objects,” in New Creativity, The 11th Biennial Symposium on Arts and Technology, New London, USA, 2008.  
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* [[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===
 
===2007===
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- J. Romero and P. Machado, “book preface,” In: Romero, Juan; Machado, Penousal: The Art of Artificial Evolution. Springer, Berlin, 2007, S. VII-XII.
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- {{LitBook |Autor = [[Juan Romero]], [[Penousal Machado]] (Herausgeber) |Titel = [[The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music]] |Auflage = 1 |Verlag = Springer | Ort = Berlin | Jahr = 2007 | ISBN = 978-3540728764 | Seiten = 460 }}DOI: http://link.springer.com/10.1007/978-3-540-72877-1
  
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- Machado, Penousal; Romero, Juan; Manaris, Bill: Experiments in Computational Aesthetics. In: Romero, Juan; Machado, Penousal: The Art of Artificial Evolution. Springer, Berlin, 2007, S. 381-415.  
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* [[Penousal Machado | Machado, Penousal]]; [[Juan Romero | Romero, Juan]]; [[Bill Manaris | 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
  
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- P. Machado, J. Romero, A. Santos, A. Cardoso, and A. Pazos, “On the development of evolutionary artificial artists,” Computers & Graphics, vol. 31, iss. 6, pp. 818-826, 2007.  
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* [[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
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* [[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
  
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===2006===
 
 
===2005===
 
===2005===
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- P. Machado, J. Romero, A. Cardoso, and A. Santos, “Partially Interactive Evolutionary Artists,” New Generation Computing — Special Issue on Interactive Evolutionary Computation, vol. 23, iss. 42, pp. 143-155, 2005.  
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* [[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
  
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- B. Manaris, J. Romero, P. Machado, D. Krehbiel, T. Hirzel, W. Pharr, and R. Davis, “Zipf’s Law, Music Classification and Aesthetics,” Computer Music Journal, vol. 29, iss. 1, pp. 55-69, 2005.
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* [[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
  
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- J. Romero, E. Sanmartín, P. Machado, and A. 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.  
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* [[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===
 
===2004===
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- Machado, Penousal; Romero, Juan; Santos, Maria Luisa; Cardoso, Amilcar; Manaris, Bill: Adaptive Critics for Evolutionary Artists. In: EvoMUSART 2004, S. 437-446
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* [[Penousal Machado | Machado, Penousal]]; [[Juan Romero | Romero, Juan]]; [[Maria Luisa Santos | Santos, Maria Luisa]]; [[Amílcar Cardoso]]; [[Bill Manaris | 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===
 
===2003===
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- Romero, Juan; Machado, Penousal; Santos, Antonio; Cardoso, Amilcar: On the Development of Critics in Evolutionary Computation Artists. In: EvoMUSART 2003, S. 559-569
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* [[Juan Romero | Romero, Juan]]; [[Penousal Machado | Machado, Penousal]]; [[Antonio Santos | 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
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* [[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
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* [[Penousal Machado]], [[Amílcar Cardoso]]: [[NEvAr – System Overview]]. In: [[Generative Art 2003]]. http://www.generativeart.com/on/cic/papersGA2003/b07.htm
  
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- P. Machado, J. Romero, B. Manaris, A. Santos, and A. Cardoso, “Power to the Critics — A Framework for the Development of Artificial Art Critics,” in IJCAI 2003 Workshop on Creative Systems, Acapulco, Mexico, 2003.  
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* [[Juan Romero]], [[Penousal Machado]], [[Maria Luisa Santos | 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===
 
===2002===
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- P. Machado, A. Dias, and A. Cardoso, “Learning to Colour Greyscale Images,” The Interdisciplinary Journal of Artificial Intelligence and the Simulation of Behaviour — AISB Journal, vol. 1, iss. 2, pp. 209-219, 2002.  
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* [[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
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* [[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
  
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- P. Machado, A. Dias, N. Duarte, and A. Cardoso, “Giving Colour to Images,” in AI and Creativity in Arts and Science, Imperial College, United Kingdom, 2002.  
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* [[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
  
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===2001===
 
 
===2000===
 
===2000===
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- P. Machado and A. Cardoso, “NEvAr — The Assessment of an Evolutionary Art Tool,” in AISB’00 Symposium on Creative and Cultural Aspects and Applications of AI and Cognitive Science, Birmingham, UK, 2000.  
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* [[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
  
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===1999===
 
 
===1998===
 
===1998===
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- P. Machado and A. Cardoso, “Computing Aesthetics,” in Advances in Artificial Intelligence, 14th Brazilian Symposium on Artificial Intelligence, SBIA’98, Porto Alegre, Brazil, November 4-6, 1998, Proceedings, 1998, pp. 219-228.  
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* [[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===
 
===1997===
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- P. Machado and A. Cardoso, “Model Proposal for a Constructed Artist,” in Procs. of the first World Multiconference on Systemics, Cybernetics and Informatics, 1997, pp. 521-528.  
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* [[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 ==
 
== Externe Links ==
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[http://fmachado.dei.uc.pt/ homepage]
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http://fmachado.dei.uc.pt/ homepage
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http://cdv.dei.uc.pt/authors/penousal-machado/ homepage
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machado ät dei.uc.pt
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https://coimbra.academia.edu/PenousalMachado
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https://www.researchgate.net/profile/Penousal_Machado
  
 
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Dr. Penousal Machado ist Dozent (Assistant Professor) für Informatik an der portugiesischen Universität Coimbra und Wissenschaftler in der "Cognitive and Media Systems" Gruppe am "Centre for Informatics and Systems" der Universität Coimbra.


Wissenschaftliche Tätigkeit

Seine wissenschaftlichen Interessen umfassen Computer Kunst und speziell Evolutionäre Kunst, Nature Inspired Computing und speziell Evolutionary Computation, sowie Künstliche Intelligenz und Computer Kreativität. Er ist interessiert an der Entwicklung von Künstlichen Künstlern (artificial artists) und kreativitätsunterstützende Computersysteme mit Hilfe von Evolutionären Algorithmen.

Er ist Autor von mehr als 50 Zeitschriften- und Konferenzartikeln im Bereich des Evolutionary Computation, der Künstlichen und Evolutionären Kunst und künstlicher Kreativität und Mitherausgeber des Buches The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music, dem Standardwerk in diesem Forschungsfeld.

Er ist im Herausgebergremium mehrerer Zeitschriften wie dem Journal of Artificial Evolution and Applications, Journal of Mathematics and the Arts und dem International Journal on Artificial Intelligence Tools.

Er ist weiterhin im Vorsitz und dem Programm-Komitee mehrerer wissenschaftlicher Veranstaltungen und Konferenzen u.a. zur Künstlichen Kunst.


Künstlerische Tätigkeit

Seit Ende der 1990er entwickelt er das System NEvAr im Bereich der Evolutionären Kunst. Begonnen hat es al interaktives Sytsem zu Evolutionären Kunst und hat sich durch die Integration von Ästhetikmaßen zu einer Vorform eines Künstlichen Künstlers entwickelt, das nicht nur Werke selbständig durch Evolutionäre Algorithmen (Genetic Programming) erzeugen, sondern diese auch bewerten kann, wodurch eine Evolution hin zu ästhetischeren Werken durchgeführt wird.


Publikationen

2014

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

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

2011

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

2009

2008

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

2005

2004

2003

2002

2000

1998

1997


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


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