====== Publications ====== /* (Under construction) */ [[https://researcher.nitech.ac.jp/html/86_en.html|Nagoya Institute of Technology Researcher Database]] * Revisit if under maintenance. /* * Marius Silaghi, Song Qin, Toshihiro Matsui, Makoto Yokoo, "Bayesian Network-Based Extension for PGP - Estimating Petition Support", 29th International Florida Artificial Intelligence Research Society Conference (FLAIRS 29), pp. 98-103, May. 2016. * Toshihiro Matsui and Hiroshi Matsuo, "Multiple Sampling and Cooperative Search Strategy on Sampling-Based Distributed Constraint Optimization Method", 2015 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT2015) (short paper), pp. 277-282, Dec. 2015. * Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, "Leximin Asymmetric Multiple Objective DCOP on Factor Graph", 18th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2015), pp 134-151, Oct. 2015. * Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, "Leximin Multiple Objective Optimization for Preferences of Agents", 17th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2014), pp 423-438, Dec. 2014.12. * Toshihiro Matsui, Masayuki Kaneko, Yuho Takama and Hiroshi Matsuo, "Reducing the Number of Samples in Distributed Cooperative Solution Method for Resource Supply Networks", 2014 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT2014), pp. 254-261, Aug. 2014. * Toshihiro Matsui and Hiroshi Matsuo, "Complete Distributed Search Algorithm for Cyclic Factor Graphs", 6th International Conference on Agents and Artificial Intelligence (ICAART 2014), pp. 184–192, Mar. 2014. {{:ja:publications:icaart2014-revised.pdf|PDF (revised draft)}} * Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Hiroshi Matsuo, "Embedding Preference Ordering for Symmetric DCOP Solvers on Spanning Trees", 16th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2013), pp.197–212, Dec. 2013.12. * Toshihiro Matsui and Hiroshi Matsuo, "Distributed Cooperative Optimization on Cluster Trees", 2013 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT2013), pp. 25–32, Nov. 2013. {{:ja:publications:iat2013-revised.pdf|PDF (revised draft)}} * Marius C. Silaghi, Khalid Alhamed, Osamah Dhannoon, Song Qin, Rahul Vishen, Ryan Knowles, Ihsan Hussien, Yi Yang, Toshihiro Matsui, Makoto Yokoo and Katsutoshi Hirayama, "DirectDemocracyP2P—Decentralized Deliberative Petition Drives—", 13th IEEE International Conference on Peer-to-Peer Computing (poster and demo session), Sep. 2013. * Toshihiro Matsui and Hiroshi Matsuo, "Considering Equality on Distributed Constraint Optimization Problem for Resource Supply Network", 2012 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2012), pp. 25–32, Dec. 2012. {{:ja:publications:iat2012-revised.pdf|PDF (revised draft)}} * Tenda Okimoto, Yongjoon Joe, Atsushi Iwasaki, Toshihiro Matsui, Katsutoshi Hirayama and Makoto Yokoo, "Interactive Algorithm for Multi-Objective Constraint Optimization", 18th International Conference on Principles and Practice of Constraint Programming (CP 2012), pp. 561–576, Oct. 2012. * Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, "Distributed Search Method with Bounded Cost Vectors on Multiple Objective DCOPs", 15th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2012), pp. 137–152, Sep. 2012. * Toshihiro Matsui and Hiroshi Matsuo, "Analysis for Distributed Cooperation based on Linear Programming Method", 4th International Conference on Agents and Artificial Intelligence (ICAART 2012), pp. 228–223, Feb. 2012. * Venkatesh Ramamoorthy, Marius Silaghi, Toshihiro Matsui, Katsutoshi Hirayama and Makoto Yokoo, "Soft Nonlinearity Constraints and their Lower-Arity Decomposition", International Symposium on Artificial Intelligence and Mathematics (ISAIM 2012), Jan. 2012. * Venkatesh Ramamoorthy, Marius Silaghi, Toshihiro Matsui, Katsutoshi Hirayama, Makoto Yokoo, "The Design of Cryptographic Substitution Boxes Using CSPs", 17th International Conference on Principles and Practice of Constraint Programming (CP-2011), Sep. 2011. * Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Boi Faltings and Hiroshi Matsuo, "Reducing the Search Space of Resource Constrained DCOPs", 17th International Conference on Principles and Practice of Constraint Programming (CP-2011), pp. 576–590, Sep. 2011. * Toshihiro Matsui and Hiroshi Matsuo, "A Distributed Cooperative Search Algorithm using Multiple Contexts and Pruning", 26th ISCA International Conference on Computers and Their Applications (CATA 2011), pp. 1–8, Mar. 2011. {{:ja:publications:cata2011-revised.pdf|PDF (revised draft)}} * Toshihiro Matsui and Hiroshi Matsuo, "A Distributed Cooperative Model for Resource Supply Networks", IAENG IMECS ICAIA 2011, pp. 7–14, Mar. 2011. {{:ja:publications:icaia2011-revised.pdf|PDF (revised draft)}} * Toshihiro Matsui and Hiroshi Matsuo, "A Study for Representations of Distributed Cooperative Search Algorithms Based on Pseudo-Trees", Proc. 10th WSEAS International Conference on SOFTWARE ENGINEERING, PARALLEL and DISTRIBUTED SYSTEMS (SEPADS ’11), pp. 172–179, Feb. 2011. * Suguru Ueda, Makoto Yokoo, Marius Silaghi, Atsushi Iwasaki, Katsutoshi Hirayama, Toshihiro Matsui, "Coalition Structure Generation based on Distributed Constraint Optimization", Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2010), Jul. 2010. * Satomi Baba, Atsushi Iwasaki, Makoto Yokoo, Marius Silaghi, Katsutoshi Hirayama, Toshihiro Matsui, "Cooperative Problem Solving against Adversary: Quantified Distributed Constraint Satisfaction Problem", Ninth International Joint Conference on Autonomous Agents and Multi-Agent System (AAMAS-2010), May 2010. * Toshihiro Matsui, Marius C. Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Hiroshi Matsuo, Satomi Baba, "A Quantified Distributed Constraint Optimization Problems (full paper)", Proc. 9th Int’l. Conf. on Autonomous Agents and Multiagent Systems (AAMAS2010), Toronto, Canada, pp.1023–1030, May 2010. * Kazuhiro Ohta, Toshihiro Matsui, Hiroshi Matsuo, "Layered Distributed Constraint Optimization Problem for Resource Allocation Problem in Distributed Sensor Network", Proc. 12th Int’l. Conf. on Principles of Practice in Multi-Agent Systems (PRIMA 2009), Nagoya, Japan, PP.245–260, Dec. 2009. * Katsutoshi Hirayama, Toshihiro Matsui, Makoto Yokoo, "Adaptive Price Update in Distributed Lagrangian Relaxation Protocol", Eighth International Joint Conference on Autonomous Agents and Multi-Agent System (AAMAS-2009), May 2009. * Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Hiroshi Matsuo, "Directed Soft Arc Consistency in Pseudo-trees (full paper)", Proc. 8th Intl. Conf. on Autonomous Agents and Multiagent Systems (AAMAS2009), May 2009. * Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, "Resource constrained distributed constraint optimization with virtual variables", the Twenty-Third AAAI Conference on Artificial Intelligence (AAAI-08), pp.120–125, Jul. 2008. * Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, "Resource constrained distributed constraint optimization using resource constraint free pseudo-tree (Short Paper)", The Seventh International Conference on Autonomous Agents and Multi-agent Systems (AAMAS2008), pp.1405–1408, May 2008. * Toshihiro Matsui and Hiroshi Matsuo, "A formalization for distributed cooperative sensor resource allocation", 2nd KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications(LNAI 4953), pp.292–301, Mar. 2008. * Toshihiro Matsui and Hiroshi Matsuo, "Improvement of efficiency in pseudo-tree based distributed best first search", IAENG International journal of Computer Science, vol.34, issue 1, pp. 73–77, Aug. 2007. * Toshihiro Matsui and Hiroshi Matsuo, "Efficient Methods for Pesudo-tree Diistirubed Best First Search", Proc. of The IAENG International Conf. on Artificial Intelligence and Applications (ICAIA2007), pp.77–82, Mar. 2007. * Toshihiro Matsui and Hiroshi Matsuo, "Applying Distributed Constraint Optimization Method to Dynamic Problem", Computational Intelligence (CI2005), pp. 170–175, Jul. 2005. * Toshihiro Matsui, Hiroshi Matsuo and Akira Iwata, "Efficient Method for Asynchronous Distributed Constant Optimization Algorithm", Artificial Intelligence and Applications (AIA2005), pp. 727–732, Feb. 2005. * Ryo Goto, Toshihiro Matsui and Hiroshi Matsuo, "State Generalization with Support Vector Machines in Reinforcement Learning",4th Asia-Pacific Conference on Simulated Evaluation and Learning, vol. I, pp. 51–55, Nov. 2002. * Kazuyuki Fujita, Akira Saito, Toshihiro Matsui and Hiroshi Matsuo, "An Adaptive Ant-Based Routing Algorithm Used Routing History In Dynamic Networks", 4th Asia-Pacific Conference on Simulated Evaluation and Learning, vol.I, pp.46–50, Nov. 2002. * Toshihiro Matsui, Hiroshi Matsuo and Akira Iwata, "Dynamic camera allocation method based on constraint satisfaction and cooperative search", 2nd International Conf. on Software Engineering, Artificial Intelligence, Networking & Parallel/Distributed Computing, pp.955–964, Aug. 2001. */