Publications

Last Update: July 18, 2017

Journal Papers

  1. Shinichi Shirakawa and Tomoharu Nagao: Bag of local landscape features for fitness landscape analysis, Soft Computing, Springer, Vol. 20, Issue 10, pp. 3787-3802 (2016) [DOI] [ReadCube]
  2. Shinichi Shirakawa: Multiple Binary Codes for Fast Approximate Similarity Search, IEICE Transactions on Information and Systems, Vol. E98-D, No. 3, pp. 671-680 (2015) [DOI] [IEICE site]
  3. Shinichi Shirakawa, Shintaro Ogino, and Tomoharu Nagao: Dynamic Ant Programming for Automatic Construction of Programs, IEEJ Transactions on Electrical and Electronic Engineering (TEEE), Vol. 3, Issue 5, pp. 540-548 (2008) [DOI]
  4. Shinichi Shirakawa and Tomoharu Nagao: Action Control of Autonomous Agents in Continuous Valued Space Using RFCN, Electronics and Communications in Japan, Vol. 91, Issue 2, pp. 31-39 (2008) [DOI]

Conference Papers

  1. Masanori Suganuma, Shinichi Shirakawa, and Tomoharu Nagao: A Genetic Programming Approach to Designing Convolutional Neural Network Architectures, Genetic and Evolutionary Computation Conference 2017 (GECCO 2017), pp. 497-504, Berlin, Germany, 15-19 July (2017) [DOI] [arXiv] [code]
  2. Masanori Suganuma, Daiki Tsuchiya, Shinichi Shirakawa, and Tomoharu Nagao: Hierarchical Feature Construction for Image Classification Using Genetic Programming, Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), pp. 1423-1428, Budapest, Hungary, 9-12 October (2016) [DOI] [paper]
  3. Shinichi Shirakawa: Impact of Invariant Objective for Order Preserving Transformation in Bayesian Optimization, Proceedings of the 2016 IEEE Congress on Evolutionary Computation (CEC 2016) (2016 IEEE World Congress on Computational Intelligence (WCCI 2016)), pp. 1432-1437, Vancouver, Canada, 24-29 July (2016) [DOI] [paper]
  4. Dai Hasegawa, Shinichi Shirakawa, Naoya Shioiri, Toshiki Hanawa, Hiroshi Sakuta, and Kouzou Ohara: The Effect of Metaphoric Gestures on Schematic Understanding of Instruction Performed by a Pedagogical Conversational Agent, Proceedings of the 17th International Conference on Human-Computer Interaction (HCII 2015), Vol. 9192 of LNCS, pp. 361-371, Los Angeles, CA, USA, 2-7 August (2015) [DOI]
  5. Yu Kobayashi, Dai Hasegawa, Shinichi Shirakawa, Hiroshi Sakuta, and Eijun Nakayama: Development of Web-based Platform for Privacy Protective Avatar Mediated Distance-Care, Proceedings of the 5th EAI International Symposium on Pervasive Computing Paradigms for Mental Health (MindCare 2015), Vol. 604 of the series Communications in Computer and Information Science, pp. 131-139, Milan, Italy, 24-25 July (2015) [DOI]
  6. Shinichi Shirakawa, Youhei Akimoto, Kazuki Ouchi, and Kouzou Ohara: Sample Reuse in the Covariance Matrix Adaptation Evolution Strategy Based on Importance Sampling, Proceedings of the Genetic and Evolutionary Computation Conference 2015 (GECCO 2015), pp. 305-312, Madrid, Spain, 11-15 July (2015) [DOI] [paper]
  7. Shinichi Shirakawa and Tomoharu Nagao: Local Landscape Patterns for Fitness Landscape Analysis, Proceedings of the 10th International Conference on Simulated Evolution and Learning (SEAL 2014), Vol. 8886 of LNCS, pp. 467-478, Dunedin, New Zealand, 15-18 December (2014) [DOI] [paper]
  8. Youhei Akimoto and Shinichi Shirakawa: Natural Gradient Approach for Linearly Constrained Continuous Optimization, Proceedings of the 13th International Conference on Parallel Problem Solving from Nature (PPSN XIII), Vol. 8672 of LNCS, pp. 252-261, Ljubljana, Slovenia, 13-17 September (2014) [DOI]
  9. Shinichi Shirakawa: Fast Similarity Search Using Multiple Binary Codes, Proceedings of the 22nd International Conference on Pattern Recognition (ICPR), pp. 3714-3719, Stockholm, Sweden, 24-28 August (2014) [DOI]
  10. Yasuaki Horima, Shinichi Shirakawa, Noriko Yata, and Tomoharu Nagao: Construction of Players’ Action for Robocup Soccer Using Graph Structured Program Evolution, SICE 2010 Annual Conference, pp. 690-695, Taipei, Taiwan, 18-21 August (2010) [IEEE Xplore] [paper]
  11. Yuta Nakano, Shinichi Shirakawa, Noriko Yata, and Tomoharu Nagao: Automatic Construction of Image Transformation Algorithms Using Feature Based Genetic Image Network, Proceedings of the 2010 IEEE Congress on Evolutionary Computation (CEC 2010) (2010 IEEE World Congress on Computational Intelligence (WCCI 2010)), pp. 1232-1239, Barcelona, Spain, 18-23, July (2010) [DOI] [paper]
  12. Shinichi Shirakawa, Noriko Yata, and Tomoharu Nagao: Evolving Search Spaces to Emphasize the Performance Difference of Real-Coded Crossovers Using Genetic Programming, Proceedings of the 2010 IEEE Congress on Evolutionary Computation (CEC 2010) (2010 IEEE World Congress on Computational Intelligence (WCCI 2010)), pp. 2444-2451, Barcelona, Spain, 18-23, July (2010) [DOI] [paper]
  13. Shiro Nakayama, Shinichi Shirakawa, Noriko Yata, and Tomoharu Nagao: Ensemble Image Classification Method Based on Genetic Image Network, Genetic Programming: Proceedings of the 13th European Conference on Genetic Programming (EuroGP 2010), Vol. 6021 of LNCS, pp. 313-324, Istanbul, Turkey, 7-9 April (2010) [DOI] [paper]
  14. Shinichi Shirakawa and Tomoharu Nagao: Graph Structured Program Evolution with Automatically Defined Nodes, Proceedings of the Genetic and Evolutionary Computation Conference 2009 (GECCO 2009), pp. 1107-1114, Montreal, Canada, 8-12 July (2009) [DOI] [paper]
  15. Shinichi Shirakawa and Tomoharu Nagao: Evolutionary Image Segmentation Based on Multiobjective Clustering, Proceedings of the 2009 IEEE Congress on Evolutionary Computation (CEC 2009), pp. 2466-2473, Trondheim, Norway, 18-21 May (2009) [DOI] [paper]
  16. Shinichi Shirakawa and Tomoharu Nagao: Evolution of Search Algorithms Using Graph Structured Program Evolution, Genetic Programming: Proceedings of the 12th European Conference on Genetic Programming (EuroGP 2009), Vol. 5481 of LNCS, pp. 109-120, Tübingen, Germany, 15-17 April (2009) [DOI] [paper]
  17. Shinichi Shirakawa, Shiro Nakayama, and Tomoharu Nagao: Genetic Image Network for Image Classification, Applications of Evolutionary Computing: 11th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing (EvoIASP 2009), Vol. 5484 of LNCS, pp. 395-404, Tübingen, Germany, 15-17 April (2009) [DOI] [paper]
  18. Shinichi Shirakawa and Tomoharu Nagao: Evolutionary Algorithm Considering Program Size: Efficient Program Evolution using GRAPE, Proceedings of the Genetic and Evolutionary Computation Conference 2008 (GECCO 2008), Late-Breaking Papers, pp. 2217-2222, Atlanta, GA, USA, 12-16 July (2008) [DOI] [paper]
  19. Shinichi Shirakawa and Tomoharu Nagao: Feed Forward Genetic Image Network: Toward Efficient Automatic Construction of Image Processing Algorithm, Advances in Visual Computing: Proceedings of the 3rd International Symposium on Visual Computing (ISVC 2007) Part II, Vol. 4842 of LNCS, pp. 287-297, Lake Tahoe, Nevada, USA, 26-28 November (2007) [DOI] [paper]
  20. Shinichi Shirakawa and Tomoharu Nagao: Evolution of Sorting Algorithm using Graph Structured Program Evolution, Proceedings of the 2007 IEEE International Conference on Systems, Man and Cybernetics (SMC 2007), pp. 1256-1261, Montreal, Canada, 7-10 October (2007) [DOI] [paper]
  21. Shinichi Shirakawa, Shintaro Ogino, and Tomoharu Nagao: Graph Structured Program Evolution, Proceedings of the Genetic and Evolutionary Computation Conference 2007 (GECCO 2007), Vol. 2, pp. 1686-1693, London, England, 7-11 July (2007) [DOI] [paper]
  22. Shinichi Shirakawa and Tomoharu Nagao: Genetic Image Network (GIN): Automatically construction of image processing algorithm, Proceedings of the International Workshop on Advanced Image Technology 2007 (IWAIT 2007), P3-34, pp. 643-648, Bangkok, Thailand, 8-9 January (2007) [paper]

Book Chapters

  1. Shinichi Shirakawa, Shintaro Ogino, and Tomoharu Nagao: Automatic Construction of Programs Using Dynamic Ant Programming, Ant Colony Optimization - Methods and Applications, edited by Avi Ostfeld, chapter 6, pp. 75-88, IN-TECH (2011) [DOI]
  2. Shinichi Shirakawa and Tomoharu Nagao: Graph Structured Program Evolution: Evolution of Loop Structures, In Rick L. Riolo and Una-May O’Reilly and Trent McConaghy editors, Genetic Programming Theory and Practice VII, chapter 11, pp. 177-194, Springer (2009) [DOI]