Genshiro Kitagawa

9.2k total citations · 3 hit papers
88 papers, 6.0k citations indexed

About

Genshiro Kitagawa is a scholar working on Artificial Intelligence, Control and Systems Engineering and Economics and Econometrics. According to data from OpenAlex, Genshiro Kitagawa has authored 88 papers receiving a total of 6.0k indexed citations (citations by other indexed papers that have themselves been cited), including 28 papers in Artificial Intelligence, 27 papers in Control and Systems Engineering and 13 papers in Economics and Econometrics. Recurrent topics in Genshiro Kitagawa's work include Fault Detection and Control Systems (24 papers), Target Tracking and Data Fusion in Sensor Networks (15 papers) and Time Series Analysis and Forecasting (11 papers). Genshiro Kitagawa is often cited by papers focused on Fault Detection and Control Systems (24 papers), Target Tracking and Data Fusion in Sensor Networks (15 papers) and Time Series Analysis and Forecasting (11 papers). Genshiro Kitagawa collaborates with scholars based in Japan, China and United States. Genshiro Kitagawa's co-authors include Will Gersch, Sadanori Konishi, Tetsuo Takanami, Hirotugu Akaike, Kunio Tanabe, Emanuel Parzen, Kohei Ohtsu, Eric R. Ziegel, Makio Ishiguro and Norio Matsumoto and has published in prestigious journals such as Journal of the American Statistical Association, Technometrics and Automatica.

In The Last Decade

Genshiro Kitagawa

83 papers receiving 5.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space Models

1996 1.5k citations Genshiro Kitagawa Journal of Computational and Graphical Statistics profile →
Information Criteria and Statistical Modeling

2007 614 citations Genshiro Kitagawa et al. profile →
Non-Gaussian State—Space Modeling of Nonstationary Time Series

1987 544 citations Genshiro Kitagawa Journal of the American Statistical Association profile →

Peers

Countries citing papers authored by Genshiro Kitagawa

Since Specialization

Citations

This map shows the geographic impact of Genshiro Kitagawa's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Genshiro Kitagawa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Genshiro Kitagawa more than expected).

Fields of papers citing papers by Genshiro Kitagawa

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Genshiro Kitagawa. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Genshiro Kitagawa. The network helps show where Genshiro Kitagawa may publish in the future.

Co-authorship network of co-authors of Genshiro Kitagawa

This figure shows the co-authorship network connecting the top 25 collaborators of Genshiro Kitagawa. A scholar is included among the top collaborators of Genshiro Kitagawa based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Genshiro Kitagawa. Genshiro Kitagawa is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	2016 ·Wiley Interdisciplinary Reviews Computational Statistics ·James E. Gentle, James M. Landwehr, David Scott, N. G. L. Harding, Jerome H. Friedman, Michael Friendly, Genshiro Kitagawa, Carlo di Lauro, (unknown), James L. Rosenberger, (unknown), Lorraine Denby, Wen‐Hua Ju, Maria Rosaria Rizzo, Gábor J. Székely, (unknown)	3
2	State-space modeling for seismic signal analysis 2013 ·Applied Mathematical Modelling ·Hui Peng, Genshiro Kitagawa, Tetsuo Takanami, Norio Matsumoto	3
3	Multivariable RBF-ARX model-based robust MPC approach and application to thermal power plant 2011 ·Applied Mathematical Modelling ·Hui Peng, Genshiro Kitagawa, Jun Wu, Kohei Ohtsu	27
4	Highly accurate estimation of a ship's position (1st report) -case to use only GPS- 2010 ·Journal of the Japan Society of Naval Architects and Ocean Engineers ·(unknown), Genshiro Kitagawa, (unknown)	0
5	Direct Estimation Method for the Ship Motion Parameters based on Time Series Analysis 2009 ·Journal of the Japan Society of Naval Architects and Ocean Engineers ·(unknown), Genshiro Kitagawa	1
6	Detection of low-frequency large-amplitude jump in financial time series 2007 ·Hui Peng, Genshiro Kitagawa, Yoshiyasu Tamura, (unknown), Min Gan, Xiaohong Chen	3
7	Signal extraction and knowledge discovery based on statistical modeling 2006 ·Theoretical Computer Science ·Genshiro Kitagawa	1
8	Smoothness prior approach to explore mean structure in large-scale time series 2003 ·Theoretical Computer Science ·Genshiro Kitagawa, Tomoyuki Higuchi, (unknown)	7
9	Signal Extraction Problems in Seismology* 2001 ·International Statistical Review ·Genshiro Kitagawa, Tetsuo Takanami, Norio Matsumoto	12
10	Knowledge Discovery and Self-Organizing State Space Model 2000 ·IEICE Transactions on Information and Systems ·Tomoyuki Higuchi, Genshiro Kitagawa	11
11	Selected Papers of Hirotugu Akaike 1999 ·Technometrics ·Emanuel Parzen, Kunio Tanabe, Genshiro Kitagawa, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown)	143
12	Monte Carlo Filtering and Smoothing for Nonlinear NON-Gaussian State Space Model 1998 ·Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications ·Genshiro Kitagawa	1
13	Theory and Methods 1998 ·Journal of the American Statistical Association ·Genshiro Kitagawa	100
14	Information criteria for the predictive evaluation of bayesian models 1997 ·Communication in Statistics- Theory and Methods ·Genshiro Kitagawa	14
15	Kullback-leibler information approach to the optimum measurement point for bayesian estimation 1996 ·Communication in Statistics- Theory and Methods ·(unknown), Makio Ishiguro, Genshiro Kitagawa	3
16	Monte Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space Models breakdown → 1996 ·Journal of Computational and Graphical Statistics ·Genshiro Kitagawa	1472
17	A new efficient procedure for the estimation of onset times of seismic waves. 1988 ·Earth Planets and Space ·Tetsuo Takanami, Genshiro Kitagawa	1
18	Non-Gaussian Smoothness Prior Approach to Irregular Time Series Analysis 1987 ·IFAC Proceedings Volumes ·Genshiro Kitagawa	1
19	A Smoothness Priors–State Space Modeling of Time Series with Trend and Seasonality 1984 ·Journal of the American Statistical Association ·Genshiro Kitagawa, Will Gersch	173
20	The Prediction of Time Series With Trends and Seasonalities 1983 ·Journal of Business and Economic Statistics ·Will Gersch, Genshiro Kitagawa	77

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact