Brian J. Ross
Inhaltsverzeichnis
Person
Brian J. Ross ist ein kanadischer Computerwissenschaftler, der u.a. in den Bereichen Evolutionary Computation, Genetic Programming (auch unter GPU Verwendung), Evolutionary Design, Evolutionary Art, Computational Aesthetics und Multi-Objective Optimierung forscht. Er hat am Department of Computer Science an der Brock University eine Professur inne.
Wissenschaftliche Tätigkeit
Die akademische Ausbildung von Brian J. Ross umfasst einen BCSc (Hon) am Department of Computer Science an der University of Manitoba (Winnipeg, Canada), einen MSc am Department of Computer Science (1988) an der University of British Columbia (Vancouver, Canada) und einen PhD am Department of Artificial Intelligence (1992) an der University of Edinburgh (Edinburgh, Scotland).
Im Breich Evolutionary Design, Computational Aesthetics und Computational Creativity hat Brian J. Ross die Evolution von Bildfiltern untersucht, wobei ein Ästhetikmaß entwickelt wurde, um gefällige Bildergebnisse zu erreichen. Diese Forschung wurde durch den Einbezug von Ideen aus dem Bereich Non-Photorealistic Rendering erweitert.
Ein weiterer Forschungsschwerpunkt ist das evolutionäre Design von 3D Modellen und deren Anwendung im Bereich Evolutionärer Architektur, Flurplanung, und 3D Modellevolution unter Verwendung von Ästhetikmaßen. Andere Ansätze verwenden Genetic Programming zur Evolution prozeduraler Texturen für 3D Oberflächen und Vektorgrafiken.
Brian J. Ross hat seit dem Beginn der 1990er Jahre ein Prolog-basiertes GP System mit dem Namen DCTG-GP (Definite Clause Translation Grammar for Genetic Programming) entwickelt, das er für die unterschiedlichen Bereiche seiner Forschung einsetzt. DCTG-GP erlaubt es, die GP Sprachgrammatik, Semantik und Constraints in einer einheitlichen Art zu definieren und zu verwenden.
Weitere Forschungsbereiche umfasst die automatische Synthese von Bio-Netzwerken z.B. im Kontext der Modellierung von Protein-Netzwerken und deren Dynamik.
Künstlerische Tätigkeit
Publikationen
2014
- W. Barry and Brian J. Ross: Virtual Photography Using Multi-Objective Particle Swarm Optimization. GECCO 2014, pp. 285-292, Vancouver, BC, July 2014. DOI: http://dx.doi.org/10.1145/2576768.2598210 http://www.cosc.brocku.ca/~bross/psoPhotos/GECCO_2014_07_12.pptx Presentation
- W. Barry and Brian J. Ross: Virtual Photography Using Multi-Objective Particle Swarm Optimization. Brock COSC TR CS-14-01, January 2014. http://www.cosc.brocku.ca/files/downloads/research/cs1401.pdf (c&p problems)
- M. Baniasadi and Brian J. Ross: Exploring Non-photorealistic Rendering with Genetic Programming. Genetic Programming and Evolvable Machines, 2014, DOI http://dx.doi.org/10.1007/s10710-014-9234-0 http://link.springer.com/article/10.1007%2Fs10710-014-9234-0
- M. Oraei and Brian J. Ross: Passive Solar Building Design Using Genetic Programming. GECCO 2014, pp. 1111-1118, Vancouver, BC, July 2014. DOI: http://dx.doi.org/10.1145/2576768.2598211 http://www.cosc.brocku.ca/~bross/SolarGP/PassiveSolarGECO2014.pptx Presentation
- M.M.O. Gholami and Brian J. Ross: Passive Solar Building Design Using Genetic Programming. Brock COSC TR CS-14-02, January 2014. http://www.cosc.brocku.ca/files/downloads/research/cs1402.pdf
- M. Maghoumi and Brian J. Ross: Feature Extraction Languages and Visual Pattern Recognition. Brock COSC TR CS-14-03, January 2014. http://www.cosc.brocku.ca/files/downloads/research/cs1403.pdf
M. Maghoumi and Brian J. Ross: Feature Extraction Languages and Visual Pattern Recognition. IEEE SSCI 2014, Orlando, FL, Dec 2014.
M. Baniasadi and Brian J. Ross: Non-photorealistic rending using genetic programming. Winner of the GECCO 2014 Evolutionary Art, Design and Creativity Competition. Vancouver, BC, July 2014
2013
- A. Harrington and Brian J. Ross: Generative Representations for Artificial Architecture and Passive Solar Performance. Brock COSC TR CS-13-02, March 2013. http://www.cosc.brocku.ca/files/downloads/research/cs1302.pdf
- Steven Bergen and Brian J. Ross: Aesthetic 3D Model Evolution. Genetic Programming and Evolvable Machines, 4(3), April 2013, Springer, pp.339-367. DOI: http://dx.doi.org/10.1007/s10710-013-9187-8
A. Harrington and Brian J. Ross: Generative Representations for Artificial Architecture and Passive Solar Performance. CEC 2013, Cancun, Mexico, June 2013.
2012
- Steven Bergen, Brian J. Ross: Aesthetic 3D Model Evolution. In: EvoMUSART 2012, 11-22. DOI: http://link.springer.com/10.1007/978-3-642-29142-5_2
- Steven Bergen and Brian J. Ross: Automatic and Interactive Evolution of Vector Graphics Images with Genetic Algorithms. The Visual Computer, v.28, n.1, Jan 2012, pp. 35-36. DOI: http://dx.doi.org/10.1007/s00371-011-0597-4 http://www.cosc.brocku.ca/files/downloads/research/cs1101.pdf
Brian J. Ross: Evolutionary Learning and Stochastic Process Algebra. In: N.M. Seel (ed.): Encyclopedia of the Sciences of Learning, Springer, 2012.
D. McCarney, S. Houghten, and Brian J. Ross: Evolutionary Approaches to the Generation of Optimal Error Correcting Codes. GECCO 2012, Philadelphia, PA, July 2012.
2011
- C. Coia and Brian J. Ross: Automatic Evolution of Conceptual Building Architectures. CEC 2011, New Orleans, June 2011. DOI: http://dx.doi.org/10.1109/CEC.2011.5949745 http://www.cosc.brocku.ca/~bross/research/CEC2011Buildings.pptx Slides
- C. Coia and Brian J. Ross: Automatic Evolution of Conceptual Building Architectures. Brock COSC TR CS-11-02, January 2011. http://www.cosc.brocku.ca/files/downloads/research/cs1102.pdf
- Robert W. J. Flack; Brian J. Ross: Evolution of Architectural Floor Plans. In: EvoMUSART 2011, 313-322. DOI: http://link.springer.com/10.1007/978-3-642-20520-0_32
- Steven Bergen and Brian J. Ross: Automatic and Interactive Evolution of Vector Graphics Images with Genetic Algorithms. Brock COSC TR CS-11-01, January 2011. http://www.cosc.brocku.ca/files/downloads/research/cs1101.pdf
J. Imada and Brian J. Ross: Evolutionary Synthesis of Stochastic Gene Network Models using Feature-based Search Spaces. New Generation Computing, v.29, n.4, Oct 2011, pp. 365-390.
2010
- Steven Bergen, Brian J. Ross: Evolutionary Art Using Summed Multi-objective Ranks. In: Genetic Programming - Theory and Practice VIII, pp. 227–244. Springer (May 2010) DOI: http://link.springer.com/chapter/10.1007%2F978-1-4419-7747-2_14 http://www.cosc.brocku.ca/~bross/JNeticTextures/paper_images/ Präsentation: http://www.cosc.brocku.ca/~bross/JNeticTextures/GPTP2010.pptx
Brian J. Ross and J. Imada: Using Multi-objective Genetic Programming to Synthesize Stochastic Processes. In: R. Riolo, U.-M. O'Reilly and T. McConaghy (eds.): Genetic Programming Theory and Practice VII, Springer, 2010, pp.159-175.
2008
Craig Neufeld; Brian J. Ross; William Ralph: The Evolution of Artistic Filters. In: Juan Romero; Penousal Machado: The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music. Springer, Berlin, 2007, S. 335-356. DOI: http://link.springer.com/10.1007/978-3-540-72877-1_16
2007
- Brian J. Ross: Evolutionary Learning and Stochastic Process Algebra. 1st International Workshop on Induction of Process Models, ICML 2007, Corvallis, OR, June 2007. http://www.cosc.brocku.ca/~bross/research/icml07ws.pdf
Brian J. Ross and E. Zuviria: Evolving Dynamic Bayesian Networks using Multi-objective Genetic Algorithms. Applied Intelligence, v.26, n.1, Feb 2007, pp. 13-23. DOI: http://dx.doi.org/10.1007/s10489-006-0002-6
2006
- Brian J. Ross, W. Ralph and H. Zong: Evolutionary Image Synthesis Using a Model of Aesthetics. CEC 2006, Vancouver, BC, July 2006. DOI: http://dx.doi.org/10.1109/CEC.2006.1688430 http://www.cosc.brocku.ca/~bross/research/CEC2006.pdf http://www.cosc.brocku.ca/~bross/DFN_gallery/
C. Neufeld, Brian J. Ross and W. Ralph: The Evolution of Artistic Filters. (poster). Evolutionary Art competition, CEC 2006, Vancouver, BC, July 2006
2005
- Brian J. Ross, A.G. Gualtieri, F. Fueten, P. Budkewitsch: Hyperspectral Image Analysis Using Genetic Programming. Applied Soft Computing, v.5, n.2, Jan 2005, pp.147-156. DOI: http://dx.doi.org/10.1016/j.asoc.2004.06.003 http://www.cosc.brocku.ca/~bross/research/gp_hyper.pdf
2004
- A. Hewgill and Brian J. Ross: Procedural 3D Texture Synthesis Using Genetic Programming. Computers and Graphics Journal, vol.28, n.4, 2004, pp.569-584. DOI: http://dx.doi.org/10.1016/j.cag.2004.04.012 http://www.cosc.brocku.ca/~bross/research/gentropy_3d.pdf
- Brian J. Ross, Zhu, H. (2004). Procedural Texture Evolution Using Multiobjective Optimization. New Generation Computing, 22(3): 271–293. DOI: http://link.springer.com/article/10.1007%2FBF03040964 http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.59.1006 http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.59.1006&rep=rep1&type=pdf http://www.cosc.brocku.ca/~bross/research/gentropy2.pdf
2003
- A. Hewgill and Brian J. Ross: The Evolution of 3D Procedural Textures. Proceedings GECCO-2003 Late-Breaking Papers, Chicago IL, pp. 146-147. http://www.cosc.brocku.ca/~bross/research/gen3d_LBP.pdf
- A. Hewgill and Brian J. Ross: Procedural 3D Texture Synthesis Using Genetic Programming. Brock COSC TR CS-03-06, April 2003. http://www.cosc.brocku.ca/files/downloads/research/cs0306.pdf
2002
- A. Wiens and Brian J. Ross: Gentropy: Evolutionary 2D Texture Generation. Computers and Graphics Journal, v.26, n.1, Feb 2002, pp. 75-88. http://dx.doi.org/10.1016/S0097-8493(01)00159-5 http://www.cosc.brocku.ca/~bross/research/Gentropy.pdf
- Brian J. Ross, A.G. Gualtieri, F. Fueten, P. Budkewitsch: Hyperspectral Image Analysis Using Genetic Programming. W.B.Langdon et al.: GECCO 2002, CA, Morgan Kaufmann. 2002. pp. 1196-1203. http://www.cosc.brocku.ca/~bross/research/RWA008.pdf
- Brian J. Ross: Searching for Search Algorithms: Experiments in Meta-Search. Brock COSC TR CS-02-23, December 2002. http://www.cosc.brocku.ca/files/downloads/research/cs0223.pdf
Brian J. Ross, A.G. Gualtieri, F. Fueten, P. Budkewitsch: Hyperspectral Image Analysis Using Genetic Programming. Brock COSC TR CS-02-12, May 2002. http://www.cosc.brocku.ca/files/downloads/research/cs0212.pdf
Brian J. Ross and H. Zhu: Procedural Texture Evolution Using Multiobjective Optimization. Brock COSC TR CS-02-18, July 2002. http://www.cosc.brocku.ca/files/downloads/research/cs0218.pdf
2001
- Brian J. Ross, F. Fueten and D.Y. Yashkir: Automatic Mineral Identification Using Genetic Programming. Journal of Machine Vision and Applications, v.13, n.2, 2001, pp. 61-69. DOI: http://dx.doi.org/10.1007/PL00013273 http://www.cosc.brocku.ca/~bross/research/machvisapps.pdf
- Brian J. Ross: Logic-based Genetic Programming with Definite Clause Translation Grammars. New Generation Computing, v.19, n.4, 2001, pp. 313-337. DOI: http://dx.doi.org/10.1007/BF03037572 http://www.cosc.brocku.ca/~bross/research/dctg_gp_ngc.pdf Download system here: http://www.cosc.brocku.ca/~bross/dctggp/
- C. Wellock and Brian J. Ross: An Examination of Lamarckian Genetic Algorithms. GECCO-2001 Late-breaking papers, pp.474-481. http://www.cosc.brocku.ca/~bross/research/gecco_2001_lbp.pdf
C. Wellock and Brian J. Ross: An Examination of Lamarckian Genetic Algorithms. Brock COSC TR CS-01-01, July 2001. http://www.cosc.brocku.ca/files/downloads/research/cs0101.pdf
2000
- Brian J. Ross, F. Fueten, and D.Y. Yashkir: Edge Detection of Petrographic Images Using Genetic Programming. GECCO 2000, ed. D. Whitley et al., Morgan Kaufmann, 2000, pp. 658-665 http://www.cosc.brocku.ca/~bross/research/rw047.ps
- Brian J. Ross: The Effects of Randomly Sampled Training Data on Program Evolution. GECCO 2000, ed. D. Whitley et al., Morgan Kaufmann, 2000, pp. 443-450. http://www.cosc.brocku.ca/~bross/research/gp003.ps
A. Wiens and Brian J. Ross: Gentropy: Evolutionary 2D Texture Generation. Brock COSC TR CS-00-02, May 2000. http://www.cosc.brocku.ca/files/downloads/research/cs0002.ps
Brian J. Ross: Probabilistic Pattern Matching and the Genetic Programming of Stochastic Regular Expressions. Applied Intelligence, v. 13, n. 3, Nov/Dec 2000, pp.285-300. http://www.cosc.brocku.ca/~bross/research/apin1303.pdf
Brian J. Ross, F. Fueten, and D.Y. Yashkir: Edge Detection of Petrographic Images Using Genetic Programming. Brock COSC TR CS-00-01, January 2000. http://www.cosc.brocku.ca/files/downloads/research/cs0001.ps 404 !!!!
1999
- Brian J. Ross: A Lamarckian Evolution Strategy for Genetic Algorithms. In: L. Chambers (ed.): Practical Handbook of Genetic Algorithms (vol.3), CRC Press, 1999, pp. 1-16. http://www.cosc.brocku.ca/~bross/research/Lamarck.ps
- Brian J. Ross: Probabilistic Pattern Matching and the Evolution of Stochastic Regular Expressions. Brock COSC TR CS-99-01, May 1999. DOI: http://dx.doi.org/10.1023/A:1026524328760 http://www.cosc.brocku.ca/files/downloads/research/cs9901.ps
Brian J. Ross: Logic-based Genetic Programming with Definite Clause Translation Grammars. Brock COSC TR CS-99-02, June 1999. http://www.cosc.brocku.ca/files/downloads/research/cs9902.ps
Brian J. Ross: The Effects of Randomly Sampled Training Data on Program Evolution. Brock COSC TR CS-99-03, November 1999. http://www.cosc.brocku.ca/files/downloads/research/cs9903.ps
Brian J. Ross, F. Fueten, and D. Yashkir: Automatic Mineral Identification Using Genetic Programming. Brock COSC TR CS-99-04, December 1999. http://www.cosc.brocku.ca/files/downloads/research/cs9904.ps
Brian J. Ross: The Evolution of Concurrent Systems. In: L.C. Jain (ed.): Evolution of Engineering and Information Systems and Their Applications, CRC Press, 1999, pp. 31-64.
1998
Brian J. Ross: The Evolution of Concurrent Programs. Applied Intelligence, v.8, n.1, Jan 1998, pp. 21-32. DOI: http://dx.doi.org/10.1023/A:1008264413708 http://www.cosc.brocku.ca/~bross/research/apin801.pdf
1997
Brian J. Ross: Running Programs Backwards: the Logical Inversion of Imperative Computation. Formal Aspects of Computing Journal, vol. 9, 1997, pp. 331-348. http://www.cosc.brocku.ca/~bross/research/inversion.pdf
1996
S. Brooks and Brian J. Ross: Automated Composition from Computer Models of Biological Behavior. Leonardo Music Journal, Volume 6, 1996, pp. 27-31.
Robert Pringle and Brian J. Ross: A Symbiosis of Animation and Music. ICMC 1996, Hong Kong, Aug 1996, pp. 316-319.
1995
Brian J. Ross: MWSCCS: A Concurrent Stochastic Music Language. Second Brazilian Symposium on Computer Music, Canela, Brazil, July 1995. http://www.cosc.brocku.ca/~bross/research/BrazilSCM95.pdf
Brian J. Ross: PAC Learning of Interleaved Melodies. 1995 IJCAI Workshop on Music and Artificial Intelligence, August 1995, pp. 96-100. http://www.cosc.brocku.ca/~bross/research/ijcai95.ps
Brian J. Ross: A Process Algebra for Stochastic Music Composition. ICMC 1995, ICMC 1995, pp. 448-451. http://www.cosc.brocku.ca/~bross/research/icmc95.pdf
Brian J. Ross: A Process Algebra for Stochastic Music Composition. Brock COSC TR CS-95-02, February 1995. http://www.cosc.brocku.ca/files/downloads/research/cs9502.ps
R. Pringle and Brian J. Ross: A Symbiosis of Animation and Music. Brock COSC TR CS-95-04, December 1995. http://www.cosc.brocku.ca/files/downloads/research/cs9504.ps http://www.cosc.brocku.ca/Department/Research/cs9504.zip addendum ZIP
1992
Brian J. Ross: An Algebraic Semantics of Prolog Control. PhD thesis, Dept. of Artificial Intelligence, U. of Edinburgh, 1992.
Externe Links
http://www.cosc.brocku.ca/~bross/ homepage
bross ät brocku punkt ca