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International Journal of Reasoning-based Intelligent Systems Volume 10 Issue 2

Subject Areas: Computer Science (miscellaneous)
Publisher: Inderscience Enterprises Ltd - Inderscience Publishers
ISSN: 1755-0556
SJR: 12

LitStream

Journal Article

Clustering algorithm for wireless sensor network to improve the efficiency of acnode

Shao, Youwei

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092208

In the vehicular ad hoc networks VANETs, the topological structure with high dynamic and frequent cracked link challenge the vehicle to vehicle communication. By taking VANETs city scene as the background, the thesis proposes routing VAC-BNR (vector-angle-cluster and bridge nodes-based routing)...
LitStream

Journal Article

Fuzzy neural network learning based on hierarchical agglomerative T-S fuzzy inference

Duan, Tao; Wang, Ang

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092209

It is well-known that the accuracy of classification prediction is relatively high, but the prediction result is obscure in concept since result is given in two-value form (0 or 1) which says that red tide exists or does not exist. On the other hand, the accuracy of numerical prediction is...
LitStream

Journal Article

Key data for cloud computing based on ensemble clustering approximate analysis

Yu, Zou; Ping, Qin Zhong

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092210

To realise multi-label classification of text and meanwhile reduce calculation complexity and keep classification precision, dimensionality-reduction clustering method for fuzzy association of text multi-label based on cluster classification has been proposed. In text classification, it usually...
LitStream

Journal Article

Design of unsupervised facial expression animation based on geometric grid measurement

Chunzhou, Niu; Yukai, Zhu

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092211

Many actual application images in the real world are formed by high dimensional data in most cases, while the manifold learning algorithm can explore the nonlinear information hidden in these high dimensional data. As most of manifold learning algorithms can only be defined in training cluster,...
LitStream

Journal Article

Factor analysis model of the result of hospitalised patients with neurosis

Shanhui, Sun; Hong, Li; Zhuangzhuang, Li; Bingqiu, Zhang

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092212

To study the diagnosis of hospitalised patients with neurosis and its influencing factors, this article, on the basis of the data of treating hospitalised patients with neurosis hospitalisation, empirically analyses the relationship between the treating effect and personal basic situation,...
LitStream

Journal Article

Multi-criteria decision making method based on analytic hierarchy process with intuitionistic fuzzy preference information

Liang, Cai

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092213

An extension method of multi-criteria decision making (MCDM) is proposed in the thesis for selection and assessment of parting line in mould design. First of all, linguistic variable is used to express grade of alternative parting line scheme and weight of criterion significance; and then, the...
LitStream

Journal Article

MapReduce optimisation information query method for file management system

Zhu, XuGuang; Shen, Yuzhi

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092214

MJQO problem is very complicated, query speed influences execution efficiency of database application software. To solve deficiencies such as low rate of convergence, etc., of PSO algorithm and improve optimisation efficiency of database multi-connection query, this thesis proposes a MJQO method...
LitStream

Journal Article

Dynamic path planning of mobile robot based on ant colony algorithm

Zhuo-Qun, Long

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092215

The thesis makes vehicle in cross-country environment as research object, and uses improved ant colony algorithm to research and analyse the cross-county path planning. First, improved ant colony algorithm is used to research cross-county path planning of vehicle, then slope table and roughness...
LitStream

Journal Article

Construction of evaluation system of sports talent training scheme based on data mining

Xun, Gong; Suxia, Lin

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092216

In order to improve the effectiveness of the evaluation system construction for sports talent training program, this paper puts forward a kind of evaluation system construction method for sports talent training program based on data mining. It provides the description target of sports talent...
LitStream

Journal Article

Design of college students' physique monitoring and service platform based on computer and network

Wang, Haiyan

2018 International Journal of Reasoning-based Intelligent Systems

doi:10.1504/IJRIS.2018.092217

The problem of college students' physique has become a serious problem which restricts the cultivation of high-competent talents in China. In view of the existing deficiencies in the monitoring platform of students' physique, we fully utilise the advanced technology of computer and internet...

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