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| 1 | Driving skill classification in curve driving scenes using machine learning显示文摘Driver support and infotainment systems can be adapted to the specific needs of individual drivers by assessing driver skill and state. In this paper, we present a machine learning approach to classifying the skill at maneuvering by drivers using both longitudinal and lateral controls in a vehicle. Conceptually, a model of drivers is constructed on the basis of sensor data related to the driving environment, the drivers' behaviors, and the vehicles' responses to the environment and behavior together.Once the model is built, the driving skills of an unknown driver can be classified automatically from the driving data.In this paper, we demonstrate the feasibility of using the proposed method to assess driving skill from the results of a driving simulator. We experiment with curve driving scenes, using both full curve and segmented curve scenarios. Six curves with different radii and angular changes were set up for the experiment. In the full curve driving scene, principal component analysis and a support vector machine-based method accurately classified drivers in95.7 % of cases when using driving data about high- and low/average-skilled driver groups. In the cases with segmented curves, classification accuracy was 89 %. | Naiwala P. Chandrasiri Kazunari Nawa Akira Ishii | 2016 | Journal of Modern Transportation2016，24，3： | 5 |
| 2 | C-reactive protein induces high-mobility group box-1 protein release through activation of p38MAPK in macrophage RAW264.7 cells显示文摘 | Ko-ichi Kawahara Kamal Krishna Biswas Masako Unoshima Takashi Ito Kiyoshi Kikuchi Yoko Morimoto Masahiro Iwata Salunya Tancharoen Yoko Oyama Kazunori Takenouchi Yuko Nawa Noboru Arimura Meng Xiao Jie Binita Shrestha Naoki Miura Toshiaki Shimizu Kentaro Me | 2008 | Cardiovascular Pathology2008，，3： | 3 |
| 3 | The Neuroprotective Agent Memantine Induces Brain-Derived Neurotrophic Factor and trkB Receptor Expression in Rat Brain显示文摘 | Markéta Marvanová Merja Lakso Jarmo Pirhonen Hiroyoki Nawa Garry Wong Eero Castrén | 2001 | Molecular and Cellular Neuroscience2001，，3： | 2 |
| 4 | 广州管圆线虫病所致嗜酸性细胞性脑膜脑炎18例临床分析显示文摘目的提高临床医师对广州管圆线虫病的认识. 方法分析18例广州管圆线虫病所致嗜酸粒细胞性脑膜脑炎的临床特征及实验室、流行病学调查资料. 结果发病前均有生食淡水螺肉史,潜伏期1-25天.以头痛、躯体痛为主要表现,头痛剧烈而脑膜刺激征不明显.周围血象、脑脊液中嗜酸粒细胞明显增高,血清广州管圆线虫抗体阳性(ELISA法).头颅CT正常,2例磁共振(MR)检查呈斑片状异常信号,脑电图α波变慢.用阿苯哒唑、氟美松治疗效果好,预后佳. 结论广州管圆线虫病是嗜酸粒细胞性脑膜脑炎的主要病因之一. | 王小同 黄汉津 董其谦 林燕 王宗敏 李方去 Yukifumi Nawa Kentars Yoshimura | 2002 | Chinese Medical Journal2002，，9： | 2 |
| 5 | Electrokinetic potential of hydrated cement in relation to adsorption of chlorides显示文摘 | Etakneswaran Y Nawa T Kurumisawa K | 2009 | Cem Concr Res2009，39，4： | 1 |
| 6 | Tumor metastasis-associated human MTA1 gene and its MTA1 protein product: role in epithelial cancer cell invasion, proliferation and nuclear regulation显示文摘 | NICOLSON G L NAWA A TOH Y | 2003 | Clin Exp Metastasis2003，20，： | 1 |
| 7 | Clinical and angiographic analysis of congenital coronary artery fistulae in adulthood 显示文摘 | Nawa S Miyaehi Y Shiba T el al | 1996 | Jpn Heart J1996，37，1： | 1 |
| 8 | Involvement of brain-derived neurotrophic factor in early retinal neuropathy of streptozo- tocin-induced diabetes in rats: therapeutic potential of brain-de- rived neurotrophic factor for dopaminergic amacrine cells显示文摘 | Seki M Tanaka T Nawa H | 2004 | Dia- betes2004，53，9： | 1 |
| 9 | Induction of axial dissymmetry into the 1,1 '-binaphthyl bond via an intramolecular Ullmann coupling reaction显示文摘 | Yano S Tobita M Nawa M | 1980 | J Chem Soc Chem Commun1980，，： | 1 |
| 10 | Risk factors for high-grade dysplasia or carcinoma in colorectal adenoma cases treated with endoscopic polypecto- my 显示文摘 | Kurome M Kato J Nawa T | 2008 | Eur J Gastroenterol Hepato12008，20，2： | 1 |
| 11 | Zeta potential study of paste blends with slag显示文摘 | Elakneswaran Y Nawa T Kurumisawa K | | 0，，01： | 1 |
| 12 | Growth factormediated Fyn signaling regulates alpha-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid(AMPA)receptor expression in rodent neocortical neurons显示文摘 | Narisawa-Saito M Silva AJ Yamaguchi T Hayashi T Yamamoto T Nawa H | 1999 | Proc Natl Acad Sci USA1999，96，5： | 1 |
| 13 | Lung cancer screening using low-dose spiral CT显示文摘 | Nawa T Nakagawa T Kusano S | 2002 | Chest2002，122，： | 1 |
| 14 | The significance of tumor size in clinical stageⅠb cervical cancer:can a cut-off figure be determined显示文摘 | Nakanishi T lshikawa H Nawa A | 2000 | Int J Gynecol Cancer2000，10，5： | 1 |
| 15 | Effect of Water Curing Conditions on the Hydration De-gree and Compressive Strengths of Fly Ash Cement Paste显示文摘 | Pipat Termkhajornkit Toyoharu Nawa Kiyofumi Kurumisawa | 2006 | Cement and Concrete Composites2006，28，9： | 1 |
| 16 | Tumor metastasis-associated human MTA1 gene: its deduced protein sequence, localization, and association with breast cancer cell proliferation using antisense phosphorothioate oligonucleotides 显示文摘 | Nishimori K Lin P | 2000 | J Cell Biochem2000，79，2： | 1 |
| 17 | Partial purification and characterization of hepatocyte growth factor from serum of hepatectomized rats显示文摘 | NaWa K Ichihara A | 1984 | Biochem Biophys Res Commun1984，122，： | 1 |
| 18 | Lung cancer screening using low-dose spiral CT显示文摘 | Nawa T Nakagaw T Kasano S | 2002 | Chest2002，12，1： | 1 |
| 19 | Effect of water curing conditions ont the hydration degree and compressive strengths of fly ash-cement paste 显示文摘 | Termkhajornkit P Nawa T Kurumisawa K | 2006 | Cement and Concrete Composites2006，28，9： | 1 |
| 20 | Analytical Study on the Interface of Polymer Blends from Advanced COPNA - Resin and Nylon 6 显示文摘 | Kazunari Nawa Hiroko Kanata | 1997 | Journal of Applied Polymer Science1997，63，5： | 1 |
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