美国科研出版社期刊
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作者:Hansapani Rodrigo , Chris P. Tsokos
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (01), pp.33-47Scientific Research Publishing
摘要:The object of our present study is to develop a piecewise constant hazard model by using an Artificial Neural Network (ANN) to capture the complex shapes of the hazard functions, which cannot be achieved with conventional survival analysis models like Cox proportional hazard. We ...
作者:Mohammad Arafah , Qusay Abu Moghli
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (01), pp.1-10Scientific Research Publishing
摘要:Image recognition is widely used in different application areas such as shape recognition, gesture recognition and eye recognition. In this research, we introduced image recognition using efficient invariant moments and Principle Component Analysis (PCA) for gray and color i...
作者:Melania Pintilie , Jenna Sykes
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (01), pp.11-32Scientific Research Publishing
摘要:The recent explosion of high-throughput technology has been accompanied by a corresponding rapid increase in the number of new statistical methods for developing prognostic and predictive signatures. Three commonly used feature selection techniques for time-to-event data: single ...
作者:Shusuke Kobayashi , Susumu Shirayama
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (03), pp.115-130Scientific Research Publishing
摘要:Considering the recent developments in deep learning, it has become increasingly important to verify what methods are valid for the prediction of multivariate time-series data. In this study, we propose a novel method of time-series prediction employing multiple deep learners com...
作者:Yanbo Zhu , Hening Fan , Guilian Feng
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (03), pp.67-76Scientific Research Publishing
摘要:In order to study the nodes importance of the aviation network of SREB (Silk Road Economic Belt), we construct the network (ANSREB) based on Graph Theory that focused on the actually situation of civil aviation transportation of SREB. We analyzed the evaluation algorithms for nod...
作者:Jie Sun , Qiujun Lu
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (03), pp.96-114Scientific Research Publishing
摘要:Fuzzy regression provides more approaches for us to deal with imprecise or vague problems. Traditional fuzzy regression is established on triangular fuzzy numbers, which can be represented by trapezoidal numbers. The independent variables, coefficients of independent variables an...
作者:Hang Qin , Li Zhu
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (03), pp.87-95Scientific Research Publishing
摘要:This paper investigates autonomic cloud data center networks, which is the solution with the increasingly complex computing environment, in terms of the management and cost issues to meet users’ growing demand. The virtualized cloud networking is to provide a plethora of ric...
作者:J. S. Rivera-López , C. J. Camacho-Bello
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (04), pp.156-166Scientific Research Publishing
摘要:Image reconstruction can help to determine how well an image may be characterized by a small finite set of its moments. Also, we can identify the number of descriptors needed to describe an image. In this work, we present a comparative analysis using different set of discrete ort...
作者:Ji Jian , Yao Fang , Wei-Le Li ...
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (04), pp.140-155Scientific Research Publishing
摘要:Quantifying and mapping heavy metals’ concentrations in the soil are important in monitoring and managing heavy metal pollution in the mining areas. However, the cover on the soil acts as a balk when retrieving information from soil. In order to retrieve heavy metal pollutio...
作者:Haitian Ling , Kunping Zhu
来源:[J].Journal of Data Analysis and Information Processing, 2017, Vol.05 (04), pp.131-139Scientific Research Publishing
摘要:In this paper, a Gaussian mixture model (GMM) based classifier is described to tell whether precipitation events will happen on a certain day at a certain time from historical meteorological data. The classifier deals with a two-class classification problem where one class repres...

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