Kiyoshi Izumi

	2011
29		Tohgoroh Matsui, Takashi Goto, Kiyoshi Izumi, Yu Chen: Compound Reinforcement Learning: Theory and an Application to Finance. EWRL 2011: 321-332
28		Kiyoshi Izumi, Keiki Takadama, Hiromitsu Hattori, Nariaki Nishino, Itsuki Noda: Social and Group Simulation Based on Real Data Analysis. JACIII 15(2): 166-172 (2011)
27		Kiyoshi Izumi, Yoshifumi Nishida, Yoichi Motomura: Risk Evaluation by Human Trajectory Simulation Based on Real Data. JACIII 15(2): 220-225 (2011)
	2010
26		Isao Yagi, Takanobu Mizuta, Kiyoshi Izumi: A Study on the Effectiveness of Short-Selling Regulation in View of Regulation Period Using Artificial Markets. ACIS-ICIS 2010: 169-174
25		Kiyoshi Izumi, Takashi Goto, Tohgoroh Matsui: Trading Tests of Long-Term Market Forecast by Text Mining. ICDM Workshops 2010: 935-942
24		Atsushi Nara, Kiyoshi Izumi, Hiroshi Iseki, Takashi Suzuki, Kyojiro Nambu, Yasuo Sakurai: Surgical Workflow Monitoring Based on Trajectory Data Mining. JSAI-isAI Workshops 2010: 283-291
	2009
23		Tohgoroh Matsui, Takashi Goto, Kiyoshi Izumi: Acquiring a Government Bond Trading Strategy Using Reinforcement Learning. JACIII 13(6): 691-696 (2009)
22		Kiyoshi Izumi, F. Toriumi, Hiroki Matsui: Evaluation of automated-trading strategies using an artificial market. Neurocomputing 72(16-18): 3469-3476 (2009)
	2007
21		Kiyoshi Izumi, Hiroki Matsui, Yutaka Matsuo: Socially embedded multi agent based simulation of financial market. AAMAS 2007: 175
20		Kiyoshi Izumi, Hiroki Matsui, Yutaka Matsuo: A Self-Impact Analysis by Artificial Market Simulation. CIDM 2007: 726-733
19		Yutaka Matsuo, Naoaki Okazaki, Kiyoshi Izumi, Yoshiyuki Nakamura, Takuichi Nishimura, Kôiti Hasida, Hideyuki Nakashima: Inferring Long-term User Properties Based on Users' Location History. IJCAI 2007: 2159-2165
18		Kiyoshi Izumi, Hiroki Matsui, Yutaka Matsuo: Integration of artificial market simulation and text mining for market analysis. Soft Comput. 11(12): 1199-1205 (2007)
	2006
17		Kiyoshi Izumi, Hiroki Matsui, Yutaka Matsuo: Integration of Artificial Market Simulation and Text Mining for Market Analysis. ICHIT 2006: 404-413
	2005
16		Tomohisa Yamashita, Kiyoshi Izumi, Koichi Kurumatani, Hideyuki Nakashima: Smooth traffic flow with a cooperative car navigation system. AAMAS 2005: 478-485
15		Satoshi Kurihara, Kiyoshi Izumi: Agent Network Dynamics and Intelligence (ANDI 2005). JSAI Workshops 2005: 237-238
14		Tomohisa Yamashita, Kiyoshi Izumi, Koichi Kurumatani: Information Sharing for Smooth Traffic in Road Networks. JSAI Workshops 2005: 330-339
13		Kiyoshi Izumi, Shigeo Nakamura, Kazuhiro Ueda: Development of an artificial market model based on a field study. Inf. Sci. 170(1): 35-63 (2005)
	2004
12		Kiyoshi Izumi, Tomohisa Yamashita, Koichi Kurumatani: Analysis of Efficiency and Accuracy of Learning in Minoriy Games. AAMAS 2004: 1410-1411
11		Tomohisa Yamashita, Kiyoshi Izumi, Koichi Kurumatani: Investigation of Reduction of Traffic Congestion with Route Information Sharing. AAMAS 2004: 1446-1447
10		Kiyoshi Izumi: Analysis of Efficiency and Accuracy of Learning in Minority Games. JSAI Workshops 2004: 103-113
9		Kiyoshi Izumi, Tomohisa Yamashita, Koichi Kurumatani: Analysis of Learning Types in an Artificial Market. MABS 2004: 145-158
8		Tomohisa Yamashita, Kiyoshi Izumi, Koichi Kurumatani: An Investigation into the Use of Group Dynamics for Solving Social Dilemmas. MABS 2004: 185-194
	2003
7		Tomohisa Yamashita, Kiyoshi Izumi, Koichi Kurumatani: Effect of Using Route Information Sharing to Reduce Traffic Congestion. MAMUS 2003: 86-104
	2002
6		Kiyoshi Izumi, Shigeo Nakamura, Kazuhiro Ueda: Identification of Agents' Strategy Making Process by an Experimental Market. JCIS 2002: 1081-1084
	2001
5		Kiyoshi Izumi: Complexity of Agents and Complexity of Markets. JSAI Workshops 2001: 110-120
4		Kiyoshi Izumi, Kazuhiro Ueda: Phase transition in a foreign exchange market-analysis based on an artificial market approach. IEEE Trans. Evolutionary Computation 5(5): 456-470 (2001)
	2000
3		Kiyoshi Izumi, Kazuhiro Ueda: Learning of Virtual Dealers in an Artificial Market: Comparison with Interview Data. IDEAL 2000: 511-516
	1999
2		Kiyoshi Izumi, Kazuhiro Ueda: Analysis of Exchange Rate Scenarios Using an Artificial Market Approach. IC-AI 1999: 360-366
	1996
1		Kiyoshi Izumi, Takashi Okatsu: An Artificial Market Analysis of Exchange Rate Dynamics. Evolutionary Programming 1996: 27-36

Coauthor Index

1	Yu Chen	[29]
2	Takashi Goto	[23] [25] [29]
3	Kôiti Hasida	[19]
4	Hiromitsu Hattori	[28]
5	Hiroshi Iseki	[24]
6	Satoshi Kurihara	[15]
7	Koichi Kurumatani	[7] [8] [9] [11] [12] [14] [16]
8	Hiroki Matsui	[17] [18] [20] [21] [22]
9	Tohgoroh Matsui	[23] [25] [29]
10	Yutaka Matsuo	[17] [18] [19] [20] [21]
11	Takanobu Mizuta	[26]
12	Yoichi Motomura	[27]
13	Shigeo Nakamura	[6] [13]
14	Yoshiyuki Nakamura	[19]
15	Hideyuki Nakashima	[16] [19]
16	Kyojiro Nambu	[24]
17	Atsushi Nara	[24]
18	Yoshifumi Nishida	[27]
19	Takuichi Nishimura	[19]
20	Nariaki Nishino	[28]
21	Itsuki Noda	[28]
22	Takashi Okatsu	[1]
23	Naoaki Okazaki	[19]
24	Yasuo Sakurai	[24]
25	Takashi Suzuki	[24]
26	Keiki Takadama	[28]
27	F. Toriumi	[22]
28	Kazuhiro Ueda	[2] [3] [4] [6] [13]
29	Isao Yagi	[26]
30	Tomohisa Yamashita	[7] [8] [9] [11] [12] [14] [16]

Colors in the list of coauthors

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