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The design and construction of an intelligent management system on the investigation and evaluation of life style

The design and construction of an intelligent management sys...

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aasri international conference on applied engineering science, icaes 2014

作者： Wu, Jialing Department of P.E Shanghai University of Political Science and Law China

ISBN: (纸本)9781138026490

In view of the relationship between lifestyle and physical health, using a data model and a genetic algorithm, the expert evaluation system intelligently judges the changes of a subject’s lifestyle and highlights the function of "training". Intelligent intervention in lifestyle and long-term monitoring are realized by online investigation, expert evaluation, and guidelines form. © 2015 Taylor & Francis Group, London.

关键词： Genetic algorithms

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The strategic games of competitive sport intelligence in the big data era

The strategic games of competitive sport intelligence in the...

引用

aasri international conference on applied engineering science, icaes 2014

作者： Wu, Jialing Department of P.E Shanghai University of Political Science and Law China

ISBN: (纸本)9781138026490

With the development of network techniques and professional analysis technology equipment in the Big Data era, sources, analysis and application of Competitive Sport Intelligence has undergone great changes. The data derives from an extensive, professional and comprehensive manner. Intelligence Analysis is in favour of more reliance on Professional Software System Analysis instead of Manual Analysis, relying on personal experiences, which make the analysis faster and more accurate © 2015 Taylor & Francis Group, London.

关键词： Big data

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Research on innovative product development and design methods

Research on innovative product development and design method...

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aasri international conference on applied engineering science, icaes 2014

作者： Huang, Zhaohui Hu, Beizhen The Department of Industrial Design Huazhong University of Science and Technology Wuhan China

ISBN: (纸本)9781138026490

An innovative product design and development system is an innovative collaborative design system which is based on multi-disciplinary and various fields. Based on the analysis of the current design situation and the analysis of various aspects of the design process of innovative products, this paper discusses the construction and application of an innovative product development and design system through multi-angle, combined with practical cases of the ‘Ubiquitous Product and Service Innovation’ workshop innovative, energy-saving and consume-controlling product development, and demonstrates separately from the proposal, establishment, in-depth, implementation and evaluation, etc. of the innovation concept. Though the re-elaborating of the concept from establishment to implementation of the innovative product development and design, it can help the designers to optimize the design process, also to complete design scheme of innovative products of the design practice in high quality and efficient. © 2015 Taylor & Francis Group, London.

关键词： Product development

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Neural network ensembles using regularized negative correlation learning for classification with imbalanced data

Neural network ensembles using regularized negative correlat...

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aasri international conference on applied engineering science, icaes 2014

作者： Fu, Xiaoyang Department of Computer Science and Technology Zhuhai College of Jilin University Zhuhai China

ISBN: (纸本)9781138026490

Machine learning algorithms can suffer a performance bias for classification with imbalanced data, ie it can have good accuracy on the majority class but very poor accuracy on the minority class. This paper studies Neural Network Ensembles (NNE) using Regularized Negative Correlation Learning (RNCL) and its application for imbalanced data classification. Firstly, a new training data set can be generated by a presampling method from original examples. Then, every based classifier was trained on the new training data set while the regularized negative correlation penalty terms were inclule into the cost function of NNE in order to overcome over-fitting and promote the ensembles’ generalization ability. The effectiveness of the pre-sampling- NNE (PSNNE) classifier is demonstrated in a number of benchmark data sets. Compared with no-sampling and standard SMOTE-sampling BP-MLP classifier, it has shown that PSNNE classifier has a better classification performance for classification with imbalanced data. © 2015 Taylor & Francis Group, London.

关键词： Classification (of information)

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A recommendation algorithm for multiple e-commerce sites

A recommendation algorithm for multiple e-commerce sites

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aasri international conference on applied engineering science, icaes 2014

作者： Wang, Q.X. Gong, L. He, N.Q. School of Information and Software Engineering University of Electronic Science and Technology of China Chengdu China School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu China National Computer Network and Information Security Management Center Beijing China

ISBN: (纸本)9781138026490

Personalized recommendation has been widely used in the field of e-commerce sites, yet the cold start problem is still not solved and much more attention is paid to a single e-commerce site. In this paper, starting from multiple e-commerce sites, we propose a recommendation algorithm to effectively and efficiently relieve this problem. First, the auxiliary scoring matrix is obtained from one of the e-commerce sites by removing the redundancy noise information with principal component analysis method;it is then clustered into a simple prototype model of rating pattern under the criterion of expectation maximization;finally, the learned prototype model is transferred to the target site to make predictions. Through extensive experiments on three benchmark datasets of MovieLens, Netflix, and Amazon, the results show that the proposed method is much better than the user-based collaborative filtering based on common evaluation, ie precision and recall, of recommender system, which can be applied to construct cross-domain recommender systems in multiple E-commerce sites. © 2015 Taylor & Francis Group, London.

关键词： Recommender systems

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Dynamic hysteresis modelling of ferromagnetic heisenberg films using mean-field and Fourier analysis

Dynamic hysteresis modelling of ferromagnetic heisenberg fil...

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aasri international conference on applied engineering science, icaes 2014

作者： Laosiritaworn, Yongyut Supatutkul, Chumpol Kanchiang, Kanokwan Department of Physics and Materials Science Chiang Mai University Chiang Mai Thailand

ISBN: (纸本)9781138026490

In this work, the hysteresis behavior of the Heisenberg films was modelled using mean-field and Fourier analysis. The mean-field technique was used to investigate the dynamic of Heisenberg magnetization as function of magnetic field parameters, the system temperature, and the films thickness. The dynamic critical temperature which classifies symmetric and asymmetric hysteresis behavior was extracted from the period average magnetization. The dynamic critical temperature was then used to construct the dynamic phase diagram, where the phase boundaries in the diagram can be used to instruct how to vary external perturbation while the hysteresis shape is still preserved. Subsequently, the periodic magnetization signal of the hysteresis was investigation using the Fourier transformation analysis. The first few harmonics were found to have major influences on the overall hysteresis phenomena where hysteresis properties relate to these important harmonics was also established. Discussion on both the dynamic phase diagram and the relationship formalism between the hysteresis properties and the Fourier harmonics were given. Good agreement with previous investigation on other spin models was also found, which support the trustworthiness of this work. © 2015 Taylor & Francis Group, London.

关键词： Fourier analysis

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international conference on applied engineering sciences, icaes 2014

International Conference on Applied Engineering Sciences, IC...

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aasri international conference on applied engineering science, icaes 2014

ISBN: (纸本)9781138026490

The proceedings contain 34 papers. The special focus in this conference is on Various Aspects of Advances in applied engineering sciences. The topics include: A framework for mobile microrobots control;research on the transmission enhancement properties of a novel subwavelength grating structure and mechanism;a compensated three-stages sharpened comb decimation filter;neural network ensembles using regularized negative correlation learning for classification with imbalanced data;the design and construction of an intelligent management system on the investigation and evaluation of life style;the strategic games of competitive sport intelligence in the big data era;improving lost-wax casting with six sigma methodology;overnight coordinated charging of plug-in electric vehicles based on maximum sensitivities selections;the unfavourable wavelength of speed-up railway rail vertical profile irregularity;phytosterols and fatty acids analytical determination on lodoicea maldivica fruit;the effects of rehydration of cement in recycled crushed concrete road base;introducing a novel class separability criterion into unsupervised feature extraction;dynamic hysteresis modelling of ferromagnetic heisenberg films using mean-field and fourier analysis;input-output analysis of industrial economic development based on conservation, ecology view in big cities;developing knowledge community in the open access environment;research on innovative product development and design methods;the construction of a high energy consuming industry ecosystem;investigation of priority scheduling of split process flows of a metallurgical enterprise and talking lightly on how to use the TV drama to show the national tourism resources and cultural connotations.

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A framework for mobile microrobots control

A framework for mobile microrobots control

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aasri international conference on applied engineering science, icaes 2014

作者： Dragomir, Florin Ivan, Mihaela Ivan, Alexandru Automation Computer Science and Electrical Engineering Department Valahia University of Targoviste Targoviste Romania

ISBN: (纸本)9781138026490

Recent progress in micro-/nanotechnologies, related to the manufacturing and control strategies has enabled the micro-electro-mechanical systems (MEMS) actuators and sensors. A new developing field has recently appeared in the nano- and micro-technologies, the untethered, submillimeter, nano- or micro-sized robots, which present potential applications in targeted drug delivery, biomedical diagnosis or micro-electromechanical parts microassembly. Many problems, such as microfabrication, system design, control and remote power sourcing still need to be considered and developed to real applications. Microrobotics is the field of miniature robotics and represents that category of robotics, which are concerned with the study and application of miniature ones such as mobile robots of micrometre scale. This article presents a microrobotics perspective on the microfabrication and micromanipulation work that we performed. The major current challenges are effective innovation, remote power sourcing, and suitable mechanisms for locomotion. Driving and propelling such small devices is needed to overcome the nonlinear physics at this dimension (nano- or micrometers size). Then, the ability to accurately manoeuver it is the next challenge. © 2015 Taylor & Francis Group, London.

关键词： Microfabrication

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The design and construction of an Intelligent Management System on the investigation and evaluation of life style

The design and construction of an Intelligent Management Sys...

引用

2014 aasri international conference on applied engineering sciences（icaes2014）

作者： Jialing Wu Department ofP.E Shanghai University of Political Science and Law

In view of the relationship between lifestyle and physical health,using a data model and a genetic algorithm,the expert evaluation system intelligently judges the changes of a subject’s lifestyle and highlights the function of "training".Intelligent intervention in lifestyle and long-term monitoring are realized by online investigation,expert evaluation,and guidelines form.

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The strategic games of competitive sport intelligence in the Big Data era

The strategic games of competitive sport intelligence in the...

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2014 aasri international conference on applied engineering sciences（icaes2014）

作者： Jialing Wu Department of P.E Shanghai University of Political Science and Law

With the development of network techniques and professional analysis technology equipment in the Big Data era,sources,analysis and application of Competitive Sport Intelligence has undergone great *** data derives from an extensive,professional and comprehensive *** Analysis is in favour of more reliance on Professional Software System Analysis instead of Manual Analysis,relying on personal experiences,which make the analysis faster and more accurate.

关键词： The strategic games of competitive sport intelligence in the Big Data era

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