Full Publication List (in category)

[Journals] [Technical Reports] [Dissertations] [International Conferences] [Other Conferences] [Others]

Journal Articles, Chapters

[73] Takaki Makino. Reinforcement learning (my bookmark). Journal of Japan Artificial Intelligence Society, 26(3):301-303, 2011. [ bib | .html ]
[72] Yukiko Mino, Takaki Makino, and Masami Miyamoto. Current status and issues in treatment and care of mentally disordered offender in designated outpatient hospitals: on difficulties found by multi-disciplinary team staffs. Forensic Psychiatry, 6(1):2-9, 2011. In Japanese. [ bib ]
[68] Takaki Makino. Conference report of ICML 2009. Journal of Japan Artificial Intelligence Society, 25(3):459-460, 2010. In Japanese. [ bib ]
[64] Yukiko Mino, Kumiko Ando, Takayuki Okada, Akiko Kikuchi, Masataka Sano, Takaki Makino, and Kazuo Yoshikawa. Study on monitoring designated outpatient institutes: Focusing on estimate of outpatient treatment duration and analysis on combined use of admission by mental health and welfare act. Clinical Psychiatry, 39(1):93-100, January 2010. In Japanese. [ bib ]
[61] Taiki Takahashi, Tarik Hadzibeganovic, Sergio A. Cannas, Takaki Makino, Hiroki Fukui, and Shinobu Kitayama. Cultural neuroeconomics of intertemporal choice. Neuroendocrinology Letters, 30(2):185-191, 2009. [ bib | .pdf | Abstract ]
[57] Takaki Makino. Self-organization of commucation. In Handbook of Self-organization, pages 438-443. NTS Pub, 2009. In Japanese. [ bib ]
[56] Mino Yukiko, Takayuki Okada, Akiko Kikuchi, Masataka Sano, Takaki Makino, and Kazuo Yoshikawa. Monitoring study for improving specialized treatments in designated inpatient institutions. Japanese Psychiatric Nursing Society, 52(2):233-237, 2009. In Japanese. [ bib ]
[44] Mino Yukiko, Takaki Makino, and Masami Miyamoto. Attitude survey for staffs at designated inpatient institutions for medical observation act. Japanese Psychiatric Nursing Society, 51(3):490-494, 2008. In Japanese. [ bib ]
[42] Taiki Takahashi, Takaki Makino, Yu Ohmura, and Hiroki Fukui. Employing delay and probability discounting frameworks for a neuroeconomic understanding of gambling behavior. In M. J. Esposito, editor, Psychology of Gambling, pages 67-82. Nova Science, 2008. [ bib ]
[37] Takaki Makino. Failure, instead of inhibition, should be monitored for the distinction of self/other and actual/possible actions. Behavioral and Brain Sciences, 31(1):32-33, 2008. A commentary for Susan Hurley's article “The Shared Circuits Model: How Control, Mirroring and Simulation Can Enable Imitation, Deliberation, and Mindreading”. [ bib | Abstract ]
[35] Takaki Makino and Kazuyuki Aihara. Simulating others. Journal of The Japan Society for Simulation Technology, 26:171-175, 2007. In Japanese. [ bib | Abstract ]
[32] Takaki Makino, Kotaro Hirayama, and Kazuyuki Aihara. Understanding others: Possible links among parity, mirror neurons, and communication. Behavioral Brain & Sciences, 2005. (Supplemental commentary to the article “From monkey-like action recognition to human language: An evolutionary framework for neurolinguistics” by Michael A. Arbib) http://www.bbsonline.org/Preprints/Arbib-05012002/Supplemental/. [ bib | Abstract ]
[26] Takaki Makino. A discrete-event neural network simulator for general neuron models. Neural Computing & Applications, 11:210-223, 2003. [ bib | .pdf | Abstract ]
[23] Takaki Makino, Yusuke Miyao, Kentaro Torisawa, and Jun-ichi Tsujii. Native-code compilation of feature structures. In Stephan Oepen, Dan Flickinger, Jun-ichi Tsujii, and Hans Uszkoreit, editors, Collaborative Language Engineering: A Case Study in Efficient Grammar-based Processing. CSLI Publications, Stanford, CA, 2003. [ bib | .ps.gz | .pdf ]
[14] Yusuke Miyao, Takaki Makino, Kentaro Torisawa, and Jun-ichi Tsujii. The LiLFeS abstract machine and its evaluation with the LinGO grammar. Natural Language Engineering, 6(1):47-61, 2000. (Special Issue on Efficient Processing with HPSG). [ bib | .ps.gz | Abstract ]

Technical Reports

[69] Takaki Makino. Statistical machine learning based on nonparametric bayesian models. IEICE Technical Report IBISML2010-14, Institute of Electronics, Information and Communication Engineers, June 2010. In Japanese. [ bib ]
[67] Takaki Makino, Hisao Taki, and Kazuyuki Aihara. Altruistic behavior and recursive estimation of others' internal states. À¸»º¸¦µæ, 62(3):259-265, May 2010. In Japanese. [ bib ]
[27] Takaki Makino and Kazuyuki Aihara. Self-observation principle for estimating the other's internal state - a new computational theory of communication. Mathematical Engineering Technical Reports METR 2003-36, Department of Mathematical Informatics, Graduate School of Information Science and Technology, the University of Tokyo, October 2003. Revised version (based on comments from an English native) (.pdf) and Unofficial Japanese version (.pdf) is also available in addition to the original version (.pdf). [ bib | .pdf | Abstract ]

Degree Theses/Dissertations

[17] Takaki Makino. A Pulsed Neural Network for Language Understanding: Discrete-Event Simulation of a Short-Term Memory Mechanism and Sentence Understanding. Ph.D. dissertation, Department of Information Science, Graduate School of Science, Tokyo University, Tokyo, Japan, December 2001. [ bib | .ps.gz | .pdf | Abstract ]
[12] Takaki Makino. A native-code compiler for a unification-based programming language with typed feature structures. Master's thesis, Department of Information Science, Graduate School of Science, University of Tokyo, Tokyo, Japan, 1999. [ bib | .ps.gz | Abstract ]
[2] Takaki Makino. Implementation of an efficient feature structure abstract machine. A Senior thesis, Department of Information Science, the University of Tokyo, 1997. [ bib | .ps.gz | Abstract ]

International Conferences

[71] Takaki Makino. Slice sampling for chinese restaurant process. In Proc. of the 2nd Asian Conference on Machine Learning (ACML 2010). 2010. [ bib ]
[60] Takaki Makino, Shunsuke Takei, Daichi Mochihashi, Issei Sato, and Toshihisa Takagi. Conditional simultaneous draws from hierarchical chinese restaurant processes. Poster Presentation at Nonparametric Bayes Workshop at NIPS 2009 (NPBayes2009), December 2009. [ bib ]
[55] Takaki Makino, Taiki Takahashi, Hirofumi Nishinaka, and Hiroki Fukui. Probabilistic discounting for modeling behaviors in Iowa gambling task. In Proceedings of Multi-disciplinary Symposium on Reinforcement Learning (MSRL 2009). June 2009. [ bib ]
[54] Takaki Makino. Proto-predictive representation of states with simple recurrent temporal-difference networks. In Léon Bottou and Michael Littman, editors, ICML '09: Proceedings of the 26th Annual international conference on machine learning, pages 697-704, Montreal, June 2009. Omnipress. [ bib | .pdf | Abstract ]
[43] Takaki Makino, Taiki Takahashi, and Hiroki Fukui. Modeling decision mechanism as a reinforcement learning with probabilistic discounting. In Proceedings of the 2nd WFSBP Asia-Pacific Congress, volume 30, page 157, September 2008. [ bib ]
[41] Takaki Makino and Toshihisa Takagi. On-line discovery of temporal-difference networks. In Andrew McCallum and Sam Roweis, editors, ICML '08: Proceedings of the 25th Annual International Conference on Machine Learning, pages 632-639. Omnipress, 2008. [ bib | .pdf | Abstract ]
[33] Takaki Makino and Kazuyuki Aihara. Multi-agent reinforcement learning algorithm to handle beliefs of other agents' policies and embedded beliefs. In Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS'06), pages 789-791, Hakodate, Hokkaido, May 2006. [ bib | .pdf | Abstract ]
[30] Takaki Makino and Kazuyuki Aihara. Cooperative behavior of agents that model the other and the self in noisy iterated prisoners' dilemma simulation. In Proceedings of 2005 4th IEEE International Conference on Development and Learning (ICDL'05), pages 52-57, 2005. [ bib ]
[29] Takaki Makino and Jianfeng Feng. Configuring spiking neural networks for given spatio-temporal patterns. In Proceedings of 2004 International Workshop on Biologically Inspired Computing, Sendai, Miyagi, November 2004. [ bib ]
[28] Takaki Makino and Kazuyuki Aihara. Self-observation principle for estimating peers' internal state - new computational theory on communication. In Proceedings of the 2nd internationall symposium on emergent mechanism of communication in the brain, Awaji-shima, Hyogo, March 2004. [ bib | .pdf ]
[16] Takaki Makino, Kazuyuki Aihara, and Jun-ichi Tsujii. Towards sentence understanding: Phase arbitration in temporal-coding memory mechanism. In Proceedings of the Second Workshop on Natural Language Processing and Neural Networks (NLPNN'2001), pages 46-52, Tokyo, Japan, 2001. [ bib | .pdf | Abstract ]
[7] Takaki Makino, Minoru Yoshida, Kentaro Torisawa, and Jun-ichi Tsujii. LiLFeS - towards a practical HPSG parser. In Proceedings of the 17th International Conference on Computational Linguistics and the 36th Annual Meeting of the Association for Computational Linguistics, pages 807-811, Montreal, Canada, 1998. [ bib | .ps.gz | Abstract ]
[5] Kenji Nishida, Takaki Makino, Kentaro Torisawa, Yuka Tateisi, and Jun-ichi Tsujii. Extension of a feature structure abstract machine for partial unification. In Proceedings of the Conference of Pacific Association for Computational Linguistics (PACLING '97), pages 232-243, Ohme, Japan, 1997. [ bib | .ps.gz | Abstract ]
[4] Takaki Makino, Kentaro Torisawa, and Jun-ichi Tsujii. LiLFeS - practical programming language for typed feature structures. In Proceedings of the 4th Natural Language Processing Pacific Rim Symposium, pages 239-244, Phuket, Thailand, 1997. [ bib | .ps.gz | Abstract ]

Other Conferences

[76] Yuka Yamazaki andTakaki Makino, Ryo Fujie, and Kazuyuki Aihara. Evolutionary game based on similarity of preference among neighbor agents: Simulation of unification and schism. Presented at Inauguration Symposirum of Meiji Institute for Advanced Study of Mathematical Sciences, October 2011. [ bib ]
[75] Mai Ohguro andTakaki Makino, Ryo Fujie, and Kazuyuki Aihara. Personal control strategy in a three-person game with indirect information. Presented at Inauguration Symposirum of Meiji Institute for Advanced Study of Mathematical Sciences, October 2011. [ bib ]
[74] Sainbayar Sukhbaatar, Takaki Makino, Kazuyuki Aihara, and Takashi Chikayama. Robust generation of dynamical patterns in human motion by a deep belief net. Journal of Machine Learning Research - Proceedings Track, 20:231-246, 2011. Accept rate = 38.3% (23/60). [ bib ]
[70] Steven Kraines, Takaki Makino, Weisen Guo, Haruo Mizutani, and Toshihisa Takagi. Bridging the knowledge gap between research and education through textbooks. In Advances in Web-Based Learning - ICWL 2010 : 9th International Conference, China, Proceedings, volume 6483 of Lecture Notes in Computer Science, pages 121-130. Springer, 2010. [ bib ]
[63] Hirofumi Nishinaka, Taiki Takahashi, Takaki Makino, and Hiroki Fukui. Decisions under psychopayhic tendency: investigation from neuroeconomics. In Proceedings of the 31th Conference of Japanese Society of Biological Psychiatry, page 174, June 2009. In Japanese. [ bib ]
[59] Shunsuke Takei, Takaki Makino, and Toshihisa Takagi. Split position slice sampler. In Technical Report on Information-Based Induction Sciences 2009 (IBIS2009). October 2009. In Japanese. [ bib | .pdf | Abstract ]
[58] Takaki Makino. Hierarchical state infinite hidden markov model. Poster Presentation at Workshop on Information-Based Induction Sciences 2009 (IBIS2009), October 2009. [ bib ]
[53] Takaki Makino, Taiki Takahashi, Hirofumi Nishinaka, and Hiroki Fukui. Correlation analysis of cognitive probabilistic discounting for Iowa gambling task action selection. In Proc. of the 31st conference on Japanese Society of Biological Psychiatry, volume 31, page 179, April 2009. In Japanese. [ bib ]
[52] Takaki Makino, Taiki Takahashi, Hirofumi Nishinaka, and Hiroki Fukui. Correlation analysis between cognitions and actions under probabilistic discounting model. In Proc. of the 48th Conference of Japanese Society for Medical and Biological Engineering, April 2009. In Japanese. [ bib ]
[50] Kanemitsu Akiya, Takaki Makino, Steven Kraines, and Toshihisa Takagi. Extracting various binary relations from biomedical papers using natural language processing techniques and ontology. In Proceedings of the 15th Annual Meeting of the Association for Natural Language Processing, March 2009. [ bib ]
[49] Takaki Makino. Simple recurrent temporal-difference networks. In Presented in Workshop on Information-Based Induction Sciences (IBIS2008), October 2008. [ bib ]
[48] Masanori Shiro, Takaki Makino, and Kazuyuki Aihara. Prediction on non-linear temporal sequence using liquid state machine model. In Oral Presentation at the 18th National Conference of Japanese Neural Network Society, September 2008. In Japanese. [ bib | .pdf ]
[47] Masanori Shiro, Takaki Makino, and Kazuyuki Aihara. Anticipating non-linear information using liquid state machine. In Proc. of the 9th Summer Workshop on the Mechanism of Brain and Mind, August 2008. In Japanese. [ bib ]
[46] Yohei Akada, Takaki Makino, and Toshihisa Takagi. A mechanism of rule abstraction through interaction with environment. In Oral presentation at the 22nd Annual Conference of the Japanese Society for Artificial Intelligence, June 2008. In Japanese. [ bib | .pdf ]
[45] Masanori Shiro, Takaki Makino, and Kazuyuki Aihara. Investigation on information separation using integrate-and-fire neuron model. In Oral presentation at the 22nd Annual Conference of the Japanese Society for Artificial Intelligence, June 2008. In Japanese. [ bib | .pdf ]
[40] Takaki Makino and Kazuyuki Aihara. Self-observation principle: Mathematical framework of recognizing others. In Oral presentation at the 22nd Annual Conference of the Japanese Society for Artificial Intelligence, June 2008. In Japanese. [ bib | .pdf | Abstract ]
[39] Takaki Makino. Automatic acquisition of TD-network in POMDP environments: Extension with SRN structure. In Oral presentation at the 22nd Annual Conference of the Japanese Society for Artificial Intelligence, June 2008. [ bib | .pdf | Abstract ]
[34] Takaki Makino and Kazuyuki Aihara. Theoretical model and simulation study for mutual understanding of others. In Proc. of the Joint Conference of Welfare, Wellbeing, and Life Support, volume 5, page 33, 2007. In Japanese. [ bib ]
[31] Takaki Makino and Kazuyuki Aihara. The self-observation principle and iterated prisoners' dilemma, January 2005. Presented by poster in the 5th winter workshop of the Mechanism of the Brain and Mind, Hokkaido, Japan. In Japanese. [ bib | Abstract ]
[25] Takaki Makino and Kazuyuki Aihara. Self-organizing map constructed by synaptic time-dependent plasticity, August 2003. Presented by poster in the 4th summer workshop of the Mechanism of the Brain and Mind, Niigata, Japan. In Japanese. [ bib | .pdf | Abstract ]
[24] Takaki Makino and Kazuyuki Aihara. Hypothesis of brain processing on time stream and language, January 2003. Presented by poster in the 3rd winter workshop of the Mechanism of the Brain and Mind, Hokkaido, Japan. In Japanese. [ bib | Abstract ]
[22] Takaki Makino and Kazuyuki Aihara. Impact of computational theory of language understanding for development of neural network model. In Proceedings of the 12th conference of Japan Neural Network Society, Tottori, September 2002. Received 2002 Promotion Award of Japan Neural Network Society. [ bib | .pdf | Abstract ]
[21] Takashi Ninomiya, Takaki Makino, and Jun'ichi Tsujii. An indexing scheme for typed feature structures. In Proceedings of the 19th International Conference on Computational Linguistics, Taipei, Taiwan, October 2002. [ bib | .ps.gz | .pdf | Abstract ]
[20] Jun'ichi Kazama, Takaki Makino, Yoshihiro Ohta, and Jun'ichi Tsujii. Tuning support vector machines for biomedical named entity recognition. In Proceedings of the ACL-02 Workshop on Natural Language Processing in the Biomedical Domain, volume 3, Philadelphia, PA, USA, July 2002. [ bib | .ps | .pdf ]
[19] Junko Araki, Takashi Ninomiya, Takaki Makino, and Jun'ichi Tsujii. Two perspective systems using a route as a reference object. In Proceedings of the sixth World Multiconference on Systemics, Cybernetics and Informatics (SCI 2002), 2002. [ bib | .ps ]
[18] Junko Araki, Takashi Ninomiya, Takaki Makino, and Jun'ichi Tsujii. Action vectors for interpreting route descriptions. In Proceedings of the AAAI-02 Workshop on Spatial and Tempolal Reasoning, 2002. [ bib | .ps ]
[13] Minoru Yoshida, Takashi Ninomiya, Kentaro Torisawa, Takaki Makino, and Jun'ichi Tsujii. Efficient FB-LTAG parser and its parallelization. In Proceedings of the Pacific Association for Computational Linguistics (PACLING) '99, pages 90-103, Waterloo, Canada, 1999. [ bib | .pdf ]
[11] Kunihiko Sadamasa, Takaki Makino, Yutaka Mitsuishi, Kentaro Torisawa, Kouichi Matsuda, and Jun-ichi Tsujii. Personal agent natural language interface (PANLI) development toolkit. In Proceedings of the 5th Annual Meeting of the Association for Natural Language Processing, pages 393-396, Tokyo, 1999. (In Japanese). [ bib ]
[10] Jun-ichi Kazama, Yutaka Mitsuishi, Takaki Makino, Kentaro Torisawa, Kouichi Matsuda, and Jun-ichi Tsujii. Japanese morphorogy analysis for chatting. In Proceedings of the 5th Annual Meeting of the Association for Natural Language Processing, pages 509-512, Tokyo, 1999. (In Japanese). [ bib | .ps.gz | .pdf ]
[9] Kentaro Torisawa, Takaki Makino, Minoru Yoshida, Takashi Ninomiya, Kenji Nishida, Hideo Imai, Yutaka Mitsuishi, Hiroshi Kanayama, Yuka Tateisi, Yusuke Miyao, and Jun-ichi Tsujii. Practical HPSG parsers. In Proceedings of JSPS Annual Symposium on Intelligent Information and Advanced Information Processing, pages 46-50, 1999. [ bib | .ps.gz ]
[8] Minoru Yoshida, Takaki Makino, Kentaro Torisawa, and Jun-ichi Tsujii. Optimization techniques for a feature structure processing language LiLFeS. In Proceedings of the 4th Annual Meeting of the Association for Natural Language Processing, pages 93-96, Fukuoka, Japan, 1998. (in Japanese). [ bib ]
[6] Yuka Tateisi, Kentaro Torisawa, Takaki Makino, Kenji Nishida, Masachika Fuchigami, and Jun-ichi Tsujii. Conversion of LTAG english grammar to HPSG. In IPSJ SIG notes NL-122, pages 119-126, 1997. (In Japanese). [ bib | .ps.gz ]
[3] Takaki Makino, Kenji Nishida, Kentaro Torisawa, and Jun-ichi Tsujii. Feature structure abstract machine and realization of partial unification. In Proceedings of the 3rd Annual Meeting of the Association for Natural Language Processing, pages 193-196, Kyoto, Japan, 1997. (In Japanese). [ bib | .pdf ]

Others

[69] Takaki Makino. Statistical machine learning based on nonparametric bayesian models. IEICE Technical Report IBISML2010-14, Institute of Electronics, Information and Communication Engineers, June 2010. In Japanese. [ bib ]
[66] Takaki Makino. Hierarchical state clustering of hidden Markov models with hierarchical Dirichlet processes. Invited talk at the Keihanna Talk (Keihanna research center, NICT), April 2010. [ bib ]
[65] Takaki Makino. Nonparametric Bayesian estimation for hidden Markov model and MCMC method. Invited talk at the workshop of Markov chain Monte Carlo method and its surroundings (Institute of Statistical Mathematics), February 2010. [ bib ]
[36] Hiroki Fukui, Ryosaku Kawada, Masataka Sano, Yoko Takahashi, Toshihiro Taruya, Hirofumi Nishinaka, Takaki Makino, Naohisa Masuda, and Yohei Morisaki. Investigation on usefulness of functional brain imaging data in designated hospitals for inpatient care. In FY2007 Summary and Member Report of the Study on Monitoring for Improving Expert Treatment with Medical Treatment and Supervision Act, pages 83-84. 2008. In Japanese. [ bib ]
[15] Takaki Makino. Pulse neural networks for language understanding. Student Meetings of Speech, Language, and Communication Society in University of Tokyo, September 2001. “Well, this study might happen to change the world” award. [ bib ]
[1] Takaki Makino, Yousuke Niwa, and Ayumu Nagai. Efficient implementation of fast fourier transformation on AP-1000+. Winner of the 3rd Parallel Software Contest, held by the Joint Symposium on Parallel Processing (Talk at Waseda University International Conference Center), June 1996. [ bib ]

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