Scientific Research and Reviews


Predicting the Time Required to Pass Congested Road Based on Neural Network Algorithm

Research Article of Scientific Research and Reviews Predicting the Time Required to Pass Congested Road Based on Neural Network Algorithm Zhong Zheng1*, Yu Cao2, Hairui Zhang2, Tianlong Wang3, Yunxiao Wu1 1College of Electrical Engineering & New Energy, China Three Gorges University, Yichang, 443002,China. 2College of Science, China Three Gorges University, Yichang, 443002, China. 3College of Civil Engineering & Architecture, China Three Gorges University, Yichang, 443002, China. In order to predict the duration of traffic congestion, this paper established a traffic congestion evaluation model based on cumulative ratio Logistic regression and a traffic congestion time prediction model based on BP neural network. Combining Pearson test, numerical combination, standard deviation method and other methods to solve the problem. Based on the measured data of Jinshui Road in Zhengzhou, the average error is 0.019m/ s and the prediction error rate is 0.15%, both within a reasonable range. The model can improve the accuracy of congestion time prediction and provide some help to real life. Keywords: Cumulative ratio Logistic regression; BP neural network; Pearson test; Standard deviation method ...

Review on Cyclodextrins/polymer Complexation: A Modern Approach

Review Article of Scientific Research and Reviews Review on Cyclodextrins/polymer Complexation: A Modern Approach Nandkishor B. Shirsath M.S.G. Arts, Science and Commerce College, Malegaon, Dist: Nashik-423 105 The numerous hydroxyl groups available in cyclodextrins are active sites that can form different types of linkages. They can be crosslinked to form linear or branched networks. Moreover, they can form inclusion complexes with polymers and different substrates, modifying their physicochemical properties. This review shows the different applications using polymers, drugs or any other guest with cyclodextrins, either by forming inclusion complexes, ternary complexes, and networks. A comprehensive literature survey was made collect the rightful utilization of cyclodextrins as complexing agents and permeation enhancers. Various techniques have been investigated to explain the methods for preparation of inclusion complexes. In the present review, an attempt was made to discuss various complexation techniques and tried to briefly highlight the potential applications, technical and economical limitations associated with these approaches. Keywords: Cyclodextrin, Inclusion complexes, Complexation techniques, Applications ...

Study on the generalized model of the lateral frictional resistance distribution under the ultimate state of the bored piles based on stratum structure

Research Article of Scientific Research and Reviews Study on the generalized model of the lateral frictional resistance distribution under the ultimate state of the bored piles based on stratum structure Meng-di SUN College of Ocean Science and Engineering, Shanghai Maritime University, Shanghai 201306, China. Based on the results of the ultimate load distribution of the part of the bored piles in the vertical static load field test of single pile, combined with the analysis of the relevant piles and soil data, found that the lateral friction resistance distribution of the bored pile in the ultimate load state was mainly related to structure of the soil layer on the pile side. Based on this, the side resistance distribution mode of the pile under the ultimate load conditions is generalized into a trapezoid, wing-shaped, micro-arc, and “R” shaped. The lateral friction resistance of the pile is positively correlated with the hardness of the soil, and the depth, thickness can influence the pattern of distribution of lateral friction resistance. Keywords: Stratigraphic structure; Bored pile; Ultimate load; Lateral friction resistance; Distribution mode; Generalization ...

Research and Application of Personalized Recommendation in E-Commerce System

Research Article of Scientific Research and Reviews Research and Application of Personalized Recommendation in E-Commerce System Qiuying Han School of Computer Science & Technology, Zhoukou Normal University, Zhoukou 466001, China. With the rapid development of the Internet, personalized recommendation has become an indispensable part of e-commerce system. How to solve the miscellaneous information in e-commerce system through personalized recommendation has become a research hotspot. This paper analyses the development background and significance of personalized recommendation, compares and analyses the relevant algorithms of personalized recommendation through the research of e-commerce system and personalized recommendation, and deeply studies the application of personalized recommendation technology in e-commerce system. The research of personalized recommendation system will contribute to the further development of e-commerce system and make Internet life closer to reality. Keywords: E-Commerce; Personalized Recommendation; Personalized Recommendation Algorithm ...

Dr. Prakash Goudanavar
Professor and Head, Department of Pharmaceutics, Sri Adichunchanagiri College of Pharmacy

Dr. Alfred DACI
Polytechnic University of Tirana, Mathematical and Physical Engineering Faculty

Dr. Mehmet Fatih Karaaslan
Statistics Department, Yildiz Technical University, Turkey

Dr Sherif A. Younis
Analysis and Evaluation Department, Egyptian Petroleum Research Institute (EPRI)

Dr. Saroj Kumar Ghosh
Department of Zoology, Bejoy Narayan Mahavidyalaya

Dr. Rahul Singh
DIVISION OF PATHOLOGY , ICAR- Indian Veterinary Research Institute

Dr. Srikanth Boinapally
Department of Radiology, School of Medicine, JHU

Assist. Prof. Ihsan Habib Dakhil
Assistant Professor, Chemical Engineering Department, Engineering College, Al Muthanna University

Dr. MUNISH KUMAR SHARMA
Senior Research & Development Engineer (New Materials Development), Honeywell UOP, India Technology Centre

Dr Prem Kumar Seelam
Environmental and Chemical Engineering Research Group, Faculty of Technology, P.O. Box 4300, 90014 University of Oulu, Finland

Dr. Eng. Hamid Ali Abed AL-Asadi
Department of Computer Science, Faculty of Education for Pure Science, Basra University

Dr. M. Kenan Dosoglu
Duzce University, Technology Faculty, Electrical-Electronics Engineering, Duzce, Turkey

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1. Avinaba Mukherjee, Sourav Sikdar, Anisur Rahman Khuda-Bukhsh. Evaluation of ameliorative potential of isolated flavonol fractions from Thuja occidentalis in lung cancer cells and in Benzo(a) pyrene induced lung toxicity in mice. International Journal of Traditional and Complementary Medicine, 2016; 1(1): 0001-0013. 
2. Vikas Gupta, Parveen Bansal, Junaid Niazi, Kamlesh Kohli, Pankaj Ghaiye. Anti-anxiety Activity of Citrus paradisi var. duncan Extracts in Swiss Albino Mice-A Preclinical Study. Journal of Herbal Medicine Research, 2016; 1(1): 0001-0006.

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