九州大学 研究者情報
発表一覧
西井 龍映(にしい りゆうえい) データ更新日:2016.09.20

教授 /  マス・フォア・インダストリ研究所 数学テクノロジー先端研究部門


学会発表等
1. 江田 智尊, Ryuei Nishii, Support Vector Machineにおける変数選択基準, 統計関連学会連合大会, 2015.09.08, [URL].
2. Shojiro Tanaka, Ryuei Nishii, Review on the methodology to explore functional forms of deforestation, 統計数理研究所共同研究集会, 2015.11.06, [URL].
3. Ryuei Nishii, Shojiro Tanaka, Unified modeling based on SVM and SVR for prediction of forest area ratio by human population density and relief energy, IEEE International Geoscience and Remote Sensing Symposium 2015, 2015.07.29, [URL].
4. Shojiro Tanaka, Ryuei Nishii, Incorporation of gridded data into the analysis of remotely-sensed images: Basic quantitative strategy to analyze deforestation by population growth, IEEE International Geoscience and Remote Sensing Symposium 2015, 2015.07.29, [URL].
5. Ryuei Nishii, Deforestation Modeling based on Statistical and Machine Learning Approaches, ISM symposium on ecological statistics, 2015.02.24.
6. 西井 龍映, 田中章司郎, Re-evaluation of topographic attributes with human population in deforestation framework with spatial dependency, 統計数理研究所 共同研究集会, 2014.12.05.
7. Satoru Koda, Ryuei Nishii, Matsui Hidetoshi, Kohei Hamamura, Keiichi Mochida, Yoshihiko Onda, Tetsuya Sakurai, Takuhiro Yoshida, Stability assessment of short time series with periodism and its applications to detection of circadian rhythm of global gene expression data , INTERNATIONAL CONFERENCE ON MATHEMATICS, STATISTICS, AND FINANCIAL MATHEMATICS 2014, 2014.11.19.
8. 西井 龍映, ベイズモデルと環境空間データへの応用, 気候モデルの農業への応用2: 作物収量予測への統計的アプローチ, 2014.01.16, [URL].
9. 内 大介, 西井 龍映, Pan Qin, Logistic regression and MCMC for contextual classification of hyperspectral imagery, 科研費研究集会 「大規模で非定常な時系列・時空間データのモデル化とその推定・検定・予測法の研究」, 2013.12.07, [URL].
10. 西井 龍映, 今さら聞けない統計解析, EDSFair 2013 , 2013.11.20, [URL].
11. 西井 龍映, 時系列回帰モデルのモデル選択とその応用, 応用数理学会 , 2013.09.09, [URL].
12. Shojiro Tanaka, Ryuei Nishii, Effect evaluation of topographic attributes on forest coverage ratio based on digital elevation model
, IEEE IGARSS 2013, 2013.07.23, [URL].
13. Ryuei Nishii, Pan Qin, Daisuke Uchi, Nonlinear Bayesian unmixing of geospatial data based on Gibbs sampling, IEEE IGARSS 2013, 2013.07.25, [URL].
14. Pan Qin, Kojiro Yanase, 西井 龍映, Multi-hour-ahead prediction of Dst index using nonlinear autoregressive models with exogenous variables, Japan Geoscience Union Meeting 2013, 2013.05.21.
15. Shojiro Tanaka, Ryuei Nishii, Formulation of spatio-temporal dataset for human population and land-use/land-cover analysis on a grid-cell basis, 2012 4th International Conference on Environmental Science and Information Application Technology, 2012.12.01.
16. Ryuei Nishii, Daiki Miyata, and Shojiro Tanaka, Statistical frameworking of deforestation models based on human population density and relief energy, SPIE Remote Sensing 2012, 2012.09.26, [URL].
17. 細坪 護挙, 西井 龍映 , 国立大学教員による科研費採択の政策的意味に関する統計解析
, 統計関連学会連合大会, 2012.09.12, [URL].
18. 野本裕太朗, Pan Qin, 西井 龍映, Mohamad Huzaimy Bin Jusoh, 湯元 清文, Relationship between Solar Wind Parameters and Seismic Activities, Japan Geoscience Union Meeting 2012, 2012.05.21.
19. Mohamad Huzaimy Bin Jusoh, 湯元 清文, Pan Qin, 西井 龍映, Nurul Shazana Abdul Hamid, Relationship between Solar Wind Parameters and Seismic Activities, Japan Geoscience Union Meeting 2012, 2012.05.23.
20. Ryuei Nishii, Statistical modeling of hyper-dimensional data and spatio-temporal data, Forum of Math for Industry 2011, 2011.10.28, [URL].
21. 白井 将博, 篠崎 裕昭, 西井 龍映, 江口 真透, マルコフ確率場に基づくカテゴリ被覆率のロジスティック型推定, 統計関連学会連合大会, 2011.09.07.
22. 宮田大毅, 西井龍映, 田中章司郎 , 森林被覆率の非線形回帰モデリング, 統計関連学会連合大会, 2011.09.06.
23. Ryuei Nishii, Statistical deforestation modeling based on zero-one inflated distributions with spatial dependence
, Forum for Interdisciplinary Mathematics 2010, 2010.12.20, [URL].
24. Shojiro TANAKA and Ryuei NISHII, An application of novel zero-one inflated distributions with spatial dependence for the deforestation modeling, 統計関連学会連合大会, 2010.09.06, [URL].
25. Ryuei Nishii, An application of novel zero-one inflated distributions with spatial dependence for the deforestation modeling, IEEE IGARSS 2010, 2010.07.29, [URL].
26. Ryuei Nishii and Tomohiko Ozaki, Contextual unmixing of geospatial data based on Markov random fields and conditional random fields, Whispers 2009, 2009.08.
27. Pan Qin, Zi-Jiang Yang, Ryuei Nishii, Predictive control for dual-rate systems based on lifted state-space model identified by N4SID method, IEEE Conference on Decision and Control, 2009.12.17, [URL].
28. Ryuei Nishii, Tomohiko Ozaki, and Yoko Sawamura, Semi-supervised Contextual Classification and Unmixing of Hyperspectral Data based on Mixture Distributions, IEEE IGARSS 2009, 2009.07.16.
29. Ryuei Nishii, Semi-Supervised Contextual Unmixing of Geospatial Data
, IASC 2008, 2008.12.07, [URL].
30. R. Nishii, Contextual Image Classification based on Statistics and Machine Learning, The 4th International Conference on Information and Communication Technology and Systems 2008, 2008.08.05, [URL].
31. Shojiro TANAKA, Ryuei NISHII, Non-linear regression models to identify functional forms of deforestation, IEEE IGARSS 2008, 2008.07.10, [URL].
32. R. Nishii, Y. Sawamura, A. Nakamoto, and S. Kawaguchi, Contextual unmixing of geospatial data based on Gaussian mixture models and Markov random fields, IEEE IGARSS 2008, 2008.07.10, [URL].
33. Ryuei Nishii, Shinto Eguchi, Shuji Kawaguchi, Supervised classification of multispectral and hyperspectral images by statistical machine learning, COE , 2007.10.
34. Shuji Kawaguchi, Ryuei Nishii, Hyperspectral image classification by Recursive Spatial Boosting based on the bootstrap method
, IEEE IGARSS 2007, 2007.07.01.
35. Shojiro Tanaka, Ryuei Nishii, Spatial logit models of deforestation due to population and relief energy in East Asia, IEEE IGARSS 2007, 2007.07.
36. S. Tanaka, Ryuei Nishii, Extended spatial logit models of deforestation due to population and relief
energy in East Asia, SPIE, 2006.09.
37. Shuji Kawaguchi, K. Yamazaki, Ryuei Nishii, Contextual unsupervised classification of remotely sensed imagery with mixels, SPIE, 2006.09.
38. Ryuei Nishii, Shuji Kawaguchi, AdaBoost with different costs for misclassification and its applications to
contextual image classification, IEEE IGARSS 2006, 2006.09.
39. Shuji Kawaguchi, Ryuei Nishii, Hyperspectral image classification by AdaBoost with decision stumps based on composed feature variables., IEEE IGARSS 2006, 2006.08.
40. Ryuei Nishii, Contextual image classification based on spatial boosting, IEEE, 2006.08.
41. Ryuei Nishii, Supervised Image Classification based on AdaBoost with Contextual Weak Classifiers, IEEE, 2004.09.
42. R. Nishii, Contextual Image Segmentation based on AdaBoost and Markov Random Fields, IEEE, 2003.07.
43. 西井 龍映, リモートセンシング画像への統計的手法の応用, 応用統計学会, 2003.05.
44. 西井 龍映,森崎 洋二, 多重分光画像による画像分割とその応用, 日本統計学会, 2002.09.
45. R. Nishii, Fusion of contextual classification and the existing classification result, IEEE, 2002.06.
46. Y. Morisaki and R. Nishii, Contextual data fusion based on Markov random fields and its applications to image enhancement, Eighth International Conference on Statistics, Combinatorics and Related Areas, 2001.12.
47. R. Nishii and Y. Morisaki, Spatial discriminant analysis based on power-elliptic distributions and power transformation, IEEE, 2001.07.
48. R. Nishii and S. Tanaka, Spatial discrimination based on the ground truth with mixed categories, IEEE, 2000.07.
49. Y. MORISAKI and R. NISHII, Multivariate image-enhancement by cokriging, International Conference on "Statistics, Combinatrics and Related Areas", 2000.12.
50. S. Tanaka and R. Nishii, Incorporation of human dimension into the analysis of remotely-sensed images, IEEE, 1999.06.
51. R. Nishii, Selection of feature variables in spatial discrimination of remotely-sensed satellite imagery, IEEE, 1999.06.
52. S. Tanaka and R. Nishii, Analysis of deforestation by spatial model with human population interactions, INTECOL, 1998.07.
53. S. Kusanobu, R. Nishii, H. Kawasaki, N. Yamaguchi, M. Ohtaki, Mortality map of lung cancer based on statistical spatial models, INTECOL, 1998.07.

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