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Xu and Wang weighted feature selection algorithm based on random forest (RF-WFS) with XGBoost classifier PIDD Achieved an accuracy of 93.75% Materials and Methods Dataset.
Ajila, et al., Using hybrid and diversity-based adaptive ensemble method for binary classification, International Journal of Intelligence Science 8 (03) (2018) 43
Pradeep, A review of ensemble machine learning approach in prediction of diabetes diseases, International Journal on Future Revolution in Computer Science & Communication Engineering 4 (3) (2018) 463–466
Ranjan, A comparison of multiple imputation methods for data with missing values, Indian Journal of Science and Technology 10 (19) (2017) 1–7
Sisodia, Prediction of diabetes using classification algorithms, Procedia computer science 132 (2018) 1578–1585

Experimental Materials and apparatus The high-density polyethylene used was HDPE 5000S, provided by Yangzi Petrochemical Corporation, China.
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Charecteristics of raw materials, technical parameters of spinning processing, spinning equipment, machinery state, temperature and humidity are all the important factors which affect hairiness of yarn.
In Chinese [2] Boong Soo Jeon, Effect of an Air-Suction nozzle on Yarn Hairiness and Quality, TesJ, 2000, 70(11): 1019-1024 [3] Todo Yuji, Kimura Hideto, Takayasu Koji, Hairiness suppressing device for automatic winder, JP, EP1013803A2, 2000 [4] Mina Hiroshi, Nakaji, Furniaki Auto Winder, JP, EP0866014A2, 1998 [5] Wenxiang Ye, Fei Zhou, Zhihong Xiong, etc., Wool Textile Journal, 2006 ( 6): 47-51.
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There are fine dry sand soil in the test-bed , using 8mm diameter copper pipes with carbon fiber heating material in it.
As it’s loaded symmetrically , with the purpose of saving material and avoiding the measuring points distributing too concentrated to affect the accuracy of data, we only record half of measuring points, with 32 wells.
Acknowledgments The authors gratefully acknowledge the financial support from the Special Fund of Jilin Basic Science Research (No.450060445094) and the National University Student innovative project (No. 2010C42082).
Exergy as a Driver for Achieving Sustainability[J].International Journal Green Energy,2002.1(1):1-19
Journal of Hebei University of Engineering(Natural Science Edition). 2008.02，P25-28 [8] WANG YONG.

Acknowledgements This work was supported by the National Science Foundation of Jiangsu Province of China under Project BK20130521, the Science and Technology Support Program of Jiangsu Province of China under Project BE2013096，and the Startup Foundation for Advanced Professional Talents of Jiangsu University under Project 13JDG033.
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Mahadi: Applied Mechanics and Materials, Vol. 471 (2013), p. 9 [19] A.
Shu: Journal of Sound and Vibration, Vol. 333 (2014), p. 2212

Quality evaluation of air entraining agent based on air void parameters of fresh concrete Yang Lu1, a *, Xie Yongjiang2,b and Li Huajian3,c 1 Railway Engineering Research Institute, China Academy of Railway Science, Beijing 100081, China 2 State Key Laboratory for Track Technology of High-Speed Railway, Beijing 100081, China ayanglu880126@163.com,bxieyj2004@sina.com, cchinasailor@163.com Keywords: air entraining agent, air void parameter, fresh concrete Abstract.
Durability index and spacing factor of hardened concrete were tested in the same time and the relationship between the properties of AEA and frost resistance of hardened concrete is studied. 1 Experimental 1.1 Raw materials and mix proportion P·O 42.5R Portland cement comes from BBMG Corporation in Beijing; Grade Ⅰfly ash comes from Yuan Baoshan Power Plant ; Blast-furnace slag comes from Tang Shan Steel Plant in Hebei province; The fineness modulus of river sand is 2.7.Limestone with 5-20 mm continuous gradation is used as coarse aggregate.
Foundation item: Project (2012AA062405) supported by National High Technology Research and Development Program of China; Project (51378499) supported by National Natural Science Foundation of China; Project (2013yj118) supported by China Railway Corporation.
ACI Journal 50 (1954), pp.741-760
Journal of Central South University of Technology, 4(2013), pp.1103-1108.

Acknowledgement The paper is a part of the research done within the project “Optimization of architectural and urban planning and design in function of sustainable development in Serbia”, (TR36042), funded by the Ministry of Education and Science, Republic of Serbia.
Development and competitiveness improvement of the construction sector in Montenegro (2014) Applied Mechanics and Materials, 638-640, pp. 2465-2470
Facilitating the housing bargaining with the help of the bargaining decision support system (2014) International Journal of Strategic Property Management, 18 (3), pp. 213-224
Simple and effective C++ matrix-vector library for nonprofessionals in computer science (2009) International Journal of Computational Methods, 6 (1), pp. 43-74

Materials and Methods Twelve sampling stations were distributed in southern Kaohsiung Harbor, Taiwan (Fig. 1).
Dong: International Journal of Environmental Science and Development 3 (2012) 66–71
Chen: International Journal of Environmental Science and Development 3 (2012) 517–521

At the same time the software providing more vivid illustrations for weather forecasting and services materials, which is conducive to the different stations between meteorological elements of visual comparison, is the ideal choice of Municipal Meteorological department.
Acknowledgements This work was supported by the research project: The Public sector (meteorological) scientific research in China（GYHY201106024）and Meteorological Science Institute of Fujian province in China (Fujian province soil moisture business development platform) References [1] Liang Liang.
Application of Surfer8.0 in environmental assessment and planning: Journal of Tongji University in China.
Twelve kinds of interpolation methods of Surfer8.0 in isoline drawing: Journal of Engineering Geophysics in China.vol.4 (2007), P.52-57
The two development of Surfer to achieve encryption and rainfall map automatic display and output: Meteorological science and technology in China.vol.1 (2007), P.101-102,104

Introduction Ethylene vinyl acetate (EVA) has been used for many years for various applications including shoe soles and shoe mid-soles, sports equipment and insulation, as the material is highly durable, light, energy absorbing, peak impact force limited and very comfortable due to its foaming capabilities [1-2].
However, it is this expansion capability of injection moulded EVA that makes it a very complicated and an unusual material for manufacture.
Journal of Biomechanics.
Natural Science Journal of Xiangtan University.
) [6] Chen Gui-ming, Qi Hong-yu, Pan Wei: MATLAB Mathematical Statistics (6.x) (Science and Technology Publishing House, Beijing 2002).