Published papers
Number of published data : 58
No. Classification Refereed paper Title Authorship Author Journal Volume/issue/page Publication date ISSN DOI URL
1 Paper
Yes
Sparse Bayesian learning with weakly informative hyperprior and extended predictive information criterion
Joint
Murayama, K., Kawano, S.
IEEE Transactions on Neural Networks and Learning Systems
accepted
2021/12



2 Paper
Yes
Bayesian sparse convex clustering via global-local shrinkage priors
Joint
Shimamura, K., Kawano, S.
Computational Statistics
36/ 4, 2671-2699
2021/12

10.1007/s00180-021-01101-7

3 Paper
Yes
音列に基づいた潜在的ディリクレ配分法による万葉短歌分類についての試論
Joint
村田右富実,川野秀一,吉川剛平
美夫君志
103, 43-60
2021/10



4 Paper
Yes
Multilinear common component analysis via Kronecker product representation
Joint
Yoshikawa, K., Kawano, S.
Neural Computation
33/ 10, 2853-2880
2021/10

10.1162/neco_a_01425

5 Paper
Yes
Sparse principal component regression via singular value decomposition approach
Only
Kawano, S.
Advances in Data Analysis and Classification
15/ 3, 795-823
2021/09

10.1007/s11634-020-00435-2

6 Paper
Yes
Complete genome sequence of Thiohalobacter sp. strain COW1, isolated from activated sludge treating coke oven wastewater
Joint
Miyazaki, K., Suenaga, H., Oshiki, M., Kawano, S., Fukushima, T.
Microbiology Resource Announcements
10/ 7, e00013-21-
2021/02/18

10.1128/MRA.00013-21

7 Paper
Yes
Virus-like insertions with sequence signatures similar to those of endogenous non-retroviral RNA viruses in the human genome
Joint
Kojima, S., Yoshikawa, K., Ito, J., Nakagawa, S., Parrish, N.F., Horie, M., Kawano, S., Tomonaga, K.
Proceedings of the National Academy of Sciences of the United States of America
118/ 5, e2010758118-
2021/02/02

10.1073/pnas.2010758118

8 Paper
Yes
Fusing adjacent classes in ordinal logistic model via group regularization (in Japanese)
Joint
Naganuma, M., Yoshikawa, K., Kawano, S.
Proceedings of the Institute of Statistical Mathematics
68/ 2, 287-303
2020/12


URL
9 Paper
Yes
Equivalence between adaptive-lasso and generalized ridge estimators in linear regression with orthogonal explanatory variables after optimizing regularization parameters
Joint
Ohishi, M., Yanagihara, H., Kawano, S.
Annals of the Institute of Statistical Mathematics
72/ 6, 1501-1516
2020/12
0020-3157
10.1007/s10463-019-00734-2

10 Paper
Yes
Identification of a herpes simplex virus 1 gene encoding neurovirulence factor by chemical proteomics
Joint
Kato, A., Adachi, S., Kawano, S., Takeshima, K., Watanabe, M., Kitazume, S., Sato, R., Kusano, H., Koyanagi, N., Maruzuru, Y., Arii, J., Hatta, T., Natsume, T., Kawaguchi, Y.
Nature Communications
11, 4894-
2020/09/29

10.1038/s41467-020-18718-9

11 Paper
Yes
多変量解析を用いた万葉短歌の書式分類について―『柿本人麻呂歌集』論として―
Joint
村田右富実, 川野秀一
国文学
104/ 3, 17-35
2020/03/01
03898628

URL
12 Paper
Yes
Thiocyanate degradation by a highly enriched culture of the neutrophilic halophile Thiohalobacter sp. strain FOKN1 from activated sludge and genomic insights into thiocyanate metabolism
Joint
Oshiki, M., Fukushima, T., Kawano, S., Kasahara, Y., Nakagawa, J.
Microbes and Environments
34/ 4, 402-412
2019/12/27

10.1264/jsme2.ME19068

13 Paper
Yes
Classifying and Characterizing Poets for Manyo Tanka
via Sparse Canonical Discriminant Analysis (in Japanese)
Joint
Kawano, S., Murata, S.
Japanese Journal of Applied Statistics
48/ 3, 45-57
2019/12/01

10.5023/jappstat.48.45

14 Paper
Yes
Bayesian generalized fused lasso modeling via NEG distribution
Joint
Shimamura, K., Ueki, M., Kawano, S., Konishi, S.
Communications in Statistics - Theory and Methods
48/ 16, 4132-4153
2019/08

10.1080/03610926.2018.1489056

15 Paper
Yes
万葉歌における異伝注記の特徴―依拠情報不明異伝と文字情報依拠異伝の差異を基点に―
Joint
村田右富実, 川野秀一
萬葉
227, 73-92
2019/03



16 Paper
Yes
Predictive information criteria for robust relevance vector regression models
Joint
Matsuda, K., Kawano, S., Konishi, S.
Bulletin of Informatics and Cybernetics
50, 67-80
2018/12

10.5109/2233862

17 Paper
Yes
Sparse principal component regression for generalized linear models
Joint
Kawano, S., Fujisawa, H., Takada, T., Shiroishi, T.
Computational Statistics & Data Analysis
124, 180-195
2018/08/01

10.1016/j.csda.2018.03.008

18 Paper
Yes
Effect of salinity on interspecific competition between the dinoflagellate Alexandrium catenella and the raphidophyte Heterosigma akashiwo
Joint
Yamasaki, Y., Fujita, M., Kawano, S., Baba, T.
Aquatic Microbial Ecology
81/ 1, 73-82
2018/02/26

10.3354/ame01860

19 Paper
Yes
Sparse logistic modeling for ordinal data via fused lasso (in Japanese)
Joint
Kato, S., Kawano, S.
Bulletin of the Computational Statistics
30/ 1, 3-16
2017/12/25

10.20551/jscswabun.30.1_3

20 Paper
Yes
多変量解析から見る万葉短歌の一般性と特殊性−巻を単位として−
Joint
村田右富実, 川野秀一
文学・語学
220, 14-24
2017/09/16



21 Paper
Yes
Draft genome sequence of Thiohalobacter thiocyanaticus strain FOKN1, a neutrophilic halophile capable of thiocyanate degradation
Joint
Oshiki, M., Fukushima, T., Kawano, S., Nakagawa, J.
Genome Announcements
5/ 32, e00799-17-
2017/08/10

10.1128/genomeA.00799-17

22 Paper
Yes
Feature selection in adaptive regularization of weight vectors via sparse estimation (in Japanese)
Joint
Nozaki, T., Kimura, T., Kawano, S.
Bulletin of the Computational Statistics
29/ 2, 117-131
2017/02/11

10.20551/jscswabun.29.2_117

23 Paper
Yes
多変量解析を用いた万葉歌の筆録者同定の可能性試論
Joint
村田右富実, 川野秀一
上代文学
117, 91-103
2016/11/30



24 Paper
Yes
AIC for the Lasso in generalized linear models
Joint
Ninomiya, Y., Kawano, S.
Electronic Journal of Statistics
10/ 2, 2537-2560
2016/09/10

10.1214/16-EJS1179

25 Paper
Yes
A metabolic profile in Ruditapes philippinarum associated with growth-promoting effects of alginate hydrolysates
Joint
Yamasaki, Y., Taga, S., Kishioka, M., Kawano, S.
Scientific Reports
6, 29923-
2016/07/20

10.1038/srep29923

26 Paper
Yes
Bayesian lasso regression modeling via model averaging
Joint
Shimamura, K., Kawano, S., Konishi, S.
Japanese Journal of Applied Statistics
44/ 3, 101-117
2015/12

10.5023/jappstat.44.101

27 Paper
Yes
Predictive model selection criteria for Bayesian lasso regression
Joint
Kawano, S., Hoshina, I., Shimamura, K., Konishi, S.
Journal of the Japanese Society of Computational Statistics
28, 67-82
2015/12

10.5183/jjscs.1501001_220

28 Paper
Yes
Sparse principal component regression with adaptive loading
Joint
Kawano, S., Fujisawa, H., Takada, T., Shiroishi, T.
Computational Statistics & Data Analysis
89, 192-203
2015/09

10.1016/j.csda.2015.03.016

29 Paper
Yes
Selection of tuning parameters in bridge regression models via Bayesian information criterion
Only
Kawano, S.
Statistical Papers
55/ 4, 1207-1223
2014/11

10.1007/s00362-013-0561-7

30 Paper
Yes
Model selection criteria for the varying-coefficient modeling via regularized basis expansions
Joint
Matsui, H., Misumi, T., Kawano, S.
Journal of Statistical Computation and Simulation
84/ 10, 2156-2165
2014/10

10.1080/00949655.2013.785548

31 Paper
Yes
Adaptive basis expansion via $\ell_1$ trend filtering
Joint
Kim, D., Kawano, S., Ninomiya, Y.
Computational Statistics
29/ 5, 1005-1023
2014/10

10.1007/s00180-013-0477-7

32 Paper
Yes
多変量解析を用いた万葉短歌の声調外在化について
Joint
村田右富実, 川野秀一
美夫君志
88, 29-37
2014/03



33 Paper
Yes
Semi-supervised logistic discrimination via labeled data and unlabeled data from different sampling distributions
Only
Kawano, S.
Statistical Analysis and Data Mining
6/ 6, 472-481
2013/12

10.1002/sam.11204

34 Paper
Yes
The rs6983267 SNP is associated with MYC transcription efficiency, which promotes progression and worsens prognosis of colorectal cancer
Joint
Takatsuno Y., Mimori K., Yamamoto K., Sato T., Niida A., Inoue H., Imoto S., Kawano S., Yamaguchi R., Toh H., Iinuma H., Ishimaru S., Ishii H., Suzuki S., Tokudome S., Watanabe M., Tanaka J. I., Kudo S. E., Mochizuki H., Kusunoki M., Yamada K., Shimada Y., Moriya Y., Miyano S., Sugihara K., Mori M.
Annals of Surgical Oncology
20/ 4, 1395-1402
2013/04

10.1245/s10434-012-2657-z

35 Paper
Yes
Semi-supervised logistic discrimination via graph-based regularization
Joint
Kawano, S., Misumi, T., Konishi, S.
Neural Processing Letters
36/ 3, 203-216
2012/12

10.1007/s11063-012-9231-3

36 Paper
Yes
Semi-supervised logistic discrimination for functional data
Joint
Kawano, S., Konishi, S.
Bulletin of Informatics and Cybernetics
44, 1-15
2012/12

10.5109/1495407

37 Paper
Yes
Predictive information criteria for Bayesian nonlinear regression models
Joint
Kim, D., Kawano, S., Konishi, S.
Bulletin of Informatics and Cybernetics
44, 17-28
2012/12

10.5109/1495408

38 Paper
Yes
Adaptive bridge regression modeling and selection of the tuning parameters
Only
Kawano, S.
Bulletin of Informatics and Cybernetics
44, 29-39
2012/12

10.5109/1495409

39 Paper
Yes
Increased risk for CRC in diabetic patients with the nonrisk allele of SNPs at 8q24
Joint
Ishimaru, S., Mimori, K., Yamamoto, K., Inoue, H., Imoto, S., Kawano, S., Yamaguchi, R., Sato, T., Toh, H., Iinuma, H., Maeda, T., Ishii, H., Suzuki, S., Tokudome, S., Watanabe, M., Tanaka, J., Kudo, S., Sugihara, K., Hase, K., Mochizuki, H., Kusunoki, M., Yamada, K., Shimada, Y., Moriya, Y., Barnard, G. F., Miyano, S., Mori, M.
Annals of Surgical Oncology
19/ 9, 2853-2858
2012/09

10.1245/s10434-012-2278-6

40 Paper
Yes
Identifying gene pathways associated with cancer characteristics via sparse statistical methods
Joint
Kawano, S., Shimamura, T., Niida, A., Imoto, S., Yamaguchi, R., Nagasaki, M., Yoshida, R., Print, C., Miyano, S.
IEEE/ACM Transactions on Computational Biology and Bioinformatics
9/ 4, 966-972
2012/07

10.1109/TCBB.2012.48

41 Paper
Yes
Identification of genes up-regulated in ALK-positive and EGFR/KRAS/ALK-negative lung adenocarcinomas
Joint
Okayama, H., Kohno, T., Ishii, Y., Shimada, Y., Shiraishi, K., Iwakawa, R., Furuta, K., Tsuta, K., Shibata, T., Yamamoto, S., Watanabe, S., Sakamoto, H., Kumamoto, K., Takenoshita, S., Gotoh, N., Kawano, S., Yamaguchi, R., Miyano, S., Yokota, J.
Cancer Research
72/ 1, 100-111
2012/01

10.1158/0008-5472.CAN-11-1403

42 Paper
Yes
Semi-supervised logistic discrimination via regularized Gaussian basis expansions
Joint
Kawano, S., Konishi, S.
Communications in Statistics - Theory and Methods
40/ 13, 2412-2423
2011/04

10.1080/03610926.2010.481370

43 Paper
Yes
Bayesian information criterion and selection of the number of factors in factor analysis models
Joint
Hirose, K., Kawano, S., Konishi, S., Ichikawa, M.
Journal of Data Science
9/ 2, 243-259
2011/03


URL
44 Paper
Yes
Hyper-parameter selection in Bayesian structural equation models
Joint
Hirose, K., Kawano, S., Miike, D., Konishi, S.
Bulletin of Informatics and Cybernetics
42, 55-70
2010/12

10.5109/25906

45 Paper
Yes
Functional regression modeling via regularized Gaussian basis expansions
Joint
Araki, Y., Konishi, S., Kawano, S., Matsui, H.
Annals of the Institute of Statistical Mathematics
61/ 4, 811-833
2009/12

10.1007/s10463-007-0161-1

46 Paper
Yes
Nonlinear logistic discrimination via regularized Gaussian basis expansions
Joint
Kawano, S., Konishi, S.
Communications in Statistics - Simulation and Computation
38/ 7, 1414-1425
2009/08

10.1080/03610910902940150

47 Paper
Yes
Regularized functional regression modeling for functional response and predictors
Joint
Matsui, H., Kawano, S, Konishi, S.
Journal of Mathematics for Industry
1, 17-258
2009/04


URL
48 Paper
Yes
Functional logistic discrimination via regularized basis expansions
Joint
Araki, Y., Konishi, S., Kawano, S., Matsui, H.
Communications in Statistics - Theory and Methods
38/ 16,17, 2944-2957
2009/01

10.1080/03610920902947246

49 Paper
Yes
Bayesian factor analysis and information criterion
Joint
Hirose, K., Kawano, S., Konishi, S.
Bulletin of Informatics and Cybernetics
40, 75-87
2008/12

10.5109/18995

50 Paper
Yes
Nonlinear regression modeling via regularized Gaussian basis functions
Joint
Kawano, S., Konishi, S.
Bulletin of Informatics and Cybernetics
39, 83-96
2007/12

10.5109/16776

51 International conference proceedings, etc.
Yes
Discriminant analysis via smoothly varying regularization
Joint
Yoshida, H., Kawano, S., Ninomiya, Y.
Proc. the 13th KES International Conference on Intelligent Decision Technologies
238, 441-455
2021/07

10.1007/978-981-16-2765-1_37

52 International conference proceedings, etc.
Yes
Variable fusion for Bayesian linear regression via spike-and-slab priors
Joint
Wu, S., Shimamura, K., Yoshikawa, K., Murayama, K., Kawano, S.
Proc. the 13th KES International Conference on Intelligent Decision Technologies
238, 491-501
2021/07

10.1007/978-981-16-2765-1_41

53 International conference proceedings, etc.
Yes
Constraint-based learning Bayesian networks using Bayes factor
Joint
Natori, K., Uto, M., Nishiyama, Y., Kawano, S., Ueno, M.
Proc. 2nd International Workshop, Advanced Methodologies for Bayesian Networks 2015, Lecture Notes in Artificial Intelligence
9505, 15-31
2015/12

10.1007/978-3-319-28379-1_2

54 International conference proceedings, etc.
Yes
Discovering functional gene pathways associated with cancer heterogeneity via sparse supervised learning
Joint
Kawano, S., Shimamura, T., Niida, A., Imoto, S., Yamaguchi, R., Nagasaki, M., Yoshida, R., Print, C., Miyano, S.
Proc. IEEE Bioinformatics and Biomedicine
253-258
2010/12

10.1109/BIBM.2010.5706572

55 General remarks
No
Development of Statistical Method for Identification of Microorganisms Responsible for Wastewater Treatment
Joint
Fukushima, T., Nakagawa, J., Kawano, S., Oshiki, M.
日本製鉄技報
417, 86-91
2021/06


URL
56 General remarks
Yes
Regression modeling via sparse regularization and its algorithms (in Japanese)
Only
Kawano, S.
Bulletin of the Computational Statistics
30/ 2, 173-186
2017/06/30

10.20551/jscswabun.30.2_173

57 General remarks
Yes
Recent Development in Regression Modeling and L1 Type Regularization
Joint
Kawano, S., Hirose, K., Tateishi, S., Konishi, S.
Japanese Journal of the Japan Statistical Society
39/ 2, 211-242
2010/03


URL
58 Tutorial
No
書評:An Introduction to Statistical Learning (with Applications in R)
Only
川野秀一
日本統計学会誌
43/ 2, 383-384
2014/12


URL