发布求助
文献互助 智能选刊 最新文献

International Journal of Advances in Soft Computing and its Applications最新文献

筛选
英文 中文
An Efficient PSO Based Ensemble Classification Model on High Dimensional Datasets 基于粒子群算法的高维数据集集成分类模型
International Journal of Advances in Soft Computing and its Applications Pub Date : 2017-11-30 DOI: 10.5121/IJSC.2017.8401
G. Lalithakumari, N. NagamalleswaraRao.
{"title":"An Efficient PSO Based Ensemble Classification Model on High Dimensional Datasets","authors":"G. Lalithakumari, N. NagamalleswaraRao.","doi":"10.5121/IJSC.2017.8401","DOIUrl":"https://doi.org/10.5121/IJSC.2017.8401","url":null,"abstract":"","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"52 1","pages":"01-11"},"PeriodicalIF":0.0,"publicationDate":"2017-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86160330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
An Intelligent Call Admission Controller for Guaranteed QoS in 4G Mobile Networks Full Text 面向4G移动网络QoS保障的智能呼叫接纳控制器
International Journal of Advances in Soft Computing and its Applications Pub Date : 2017-11-30 DOI: 10.5121/ijsc.2017.8403
U. Umoh, D. Asuquo, Imo J. Eyoh, Margaret Offisong
{"title":"An Intelligent Call Admission Controller for Guaranteed QoS in 4G Mobile Networks Full Text","authors":"U. Umoh, D. Asuquo, Imo J. Eyoh, Margaret Offisong","doi":"10.5121/ijsc.2017.8403","DOIUrl":"https://doi.org/10.5121/ijsc.2017.8403","url":null,"abstract":"Call admission control (CAC), a resource management function, is required to regulate network access to provide the required levels of QoS to emerging services in Fourth Generation (4G) mobile networks. However, CAC is one of the challenging issues for quality of service (QoS) due to imprecise, uncertain and inaccurate measurements of network data. Although type-1 fuzzy system (T1FLS) can handle the uncertainties related to imprecise data, it cannot adequately handle new problems posed by the complex nature of data traffic and diversity of the QoS requirements of data users. This is because T1FLS is characterised by precise membership functions. This study presents an intelligent CAC controller for 4G network using interval type-2 fuzzy logic (IT2FL) for providing guaranteed QoS requirements. The IT2FLS with fuzzy membership functions can fully cope with uncertainties associated with such dynamic network environments by raising its accuracy for a better performance. The Karnik–Mendel (KM) iterative algorithm and Wu-Mendel (WM) approach are explored for computing the centroid and to derive innerand outer-bound sets for the type-reduced set of IT2FS respectively. The study also implements a T1FLS – CAC for comparison with the KM and WM methods. The empirical comparison is made on the designed system with synthetic datasets. Simulation and analyses of results indicate that IT2FLS-CAC using WU approach achieves minimal call blocking probability and provides high performance in CAC decision making with a more reduced root mean square error (RMSE) than IT2FLS-CAC using KM and IT1FLS approaches.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"137 1","pages":"21-37"},"PeriodicalIF":0.0,"publicationDate":"2017-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87958490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Analysis of traversable pits model to make intelligent wheeled vehicles 智能轮式车辆可穿越坑模型分析
International Journal of Advances in Soft Computing and its Applications Pub Date : 2017-11-01 DOI: 10.5899/2017/JSCA-00100
F. Abbasi
{"title":"Analysis of traversable pits model to make intelligent wheeled vehicles","authors":"F. Abbasi","doi":"10.5899/2017/JSCA-00100","DOIUrl":"https://doi.org/10.5899/2017/JSCA-00100","url":null,"abstract":"In this paper, the issue of passing wheeled vehicles from pits is discussed. The issue is modeled by defining the limits of passing wheeled vehicles. The proposed model has been studied based on changes in the effective parameters. Finally, in order to describe the problem, the proposed model has been solved for wheeled vehicles based on the effective parameters by using one of the numerical methods.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"20 1","pages":"67-78"},"PeriodicalIF":0.0,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78204814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative Analysis of Route Information Based Enhanced Divide and Rule Strategy in WSNs 基于路由信息的wsn增强型分规则策略比较分析
International Journal of Advances in Soft Computing and its Applications Pub Date : 2017-05-30 DOI: 10.5121/ijsc.2017.8201
Rajeev Kumar, H. Singh, Amit Sharma
{"title":"Comparative Analysis of Route Information Based Enhanced Divide and Rule Strategy in WSNs","authors":"Rajeev Kumar, H. Singh, Amit Sharma","doi":"10.5121/ijsc.2017.8201","DOIUrl":"https://doi.org/10.5121/ijsc.2017.8201","url":null,"abstract":"In wireless sensor network, routing data efficiently to the base station is a big issue and for this purpose, a number of routing algorithms are invented by researchers. Clustering plays a very important role in the design and as well as development of wireless sensor networks for well distribution of network and also to route data efficiently. In this paper, we had done the enhancement of divide and rule strategy that is basically route information protocol based upon static clustering and dynamic cluster head selection. Simulation results show that our technique outperforms DR, LEACH, and AODV on the basis of packet loss, delay, and throughput. INDEX TERMS Routing protocols, clustering, Coverage hole and energy hole.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"49 1","pages":"01-08"},"PeriodicalIF":0.0,"publicationDate":"2017-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74574907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using blocking approach to preserve privacy in classification rules by inserting dummy Transaction 在分类规则中插入虚拟事务，采用阻塞方法保护隐私
International Journal of Advances in Soft Computing and its Applications Pub Date : 2017-03-01 DOI: 10.5899/2017/JSCA-00073
Doryaneh Hossien Afshari, F. Z. Boroujeni
{"title":"Using blocking approach to preserve privacy in classification rules by inserting dummy Transaction","authors":"Doryaneh Hossien Afshari, F. Z. Boroujeni","doi":"10.5899/2017/JSCA-00073","DOIUrl":"https://doi.org/10.5899/2017/JSCA-00073","url":null,"abstract":"The increasing rate of data sharing among organizations could maximize the risk of leaking sensitive knowledge. Trying to solve this problem leads to increase the importance of privacy preserving within the process of data sharing. In this study is focused on privacy preserving in classification rules mining as a technique of data mining. We propose a blocking algorithm to hiding sensitive classification rules. In the solution, rules' hiding occurs as a result of editing a set of transactions which satisfy sensitive classification rules. The proposed approach tries to deceive and block adversaries by inserting some dummy transactions. Finally, the solution has been evaluated and compared with other available solutions. Results show that limiting the number of attributes existing in each sensitive rule will lead to a decrease in both the number of lost rules and the production rate of ghost rules.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"31 1","pages":"44-52"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87487728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Implementation of Clustering Algorithms for real datasets in Medical Diagnostics using MATLAB 医学诊断中真实数据集聚类算法的MATLAB实现
International Journal of Advances in Soft Computing and its Applications Pub Date : 2017-03-01 DOI: 10.5899/2017/JSCA-00087
B. Venkataramana, L. Padmasree, M. S. Rao, G. Ganesan, K. R. Krishna
{"title":"Implementation of Clustering Algorithms for real datasets in Medical Diagnostics using MATLAB","authors":"B. Venkataramana, L. Padmasree, M. S. Rao, G. Ganesan, K. R. Krishna","doi":"10.5899/2017/JSCA-00087","DOIUrl":"https://doi.org/10.5899/2017/JSCA-00087","url":null,"abstract":"As in the medical field, for one disease there require samples given by diagnosis. The samples will be analyzed by a doctor or a pharmacist. As the no. of patients increases their samples also increases, there require more time to analyze samples for deciding the stage of the disease. To analyze the sample every time requires a skilled person. The samples can be classified by applying them to clustering algorithms. Data clustering has been considered as the most important raw data analysis method used in data mining technology. Most of the clustering techniques proved their efficiency in many applications such as decision making systems, medical sciences, earth sciences etc. Partition based clustering is one of the main approach in clustering. There are various algorithms of data clustering, every algorithm has its own advantages and disadvantages. This work reports the results of classification performance of three such widely used algorithms namely K-means (KM), Fuzzy c-means and Fuzzy Possibilistic c-Means (FPCM) clustering algorithms. To analyze these algorithms three known data sets from UCI machine learning repository are taken such as thyroid data, liver and wine. The efficiency of clustering output is compared with the classification performance, percentage of correctness. The experimental results show that K-means and FCM give same performance for liver data. And FCM and FPCM are giving same performance for thyroid and wine data. FPCM has more efficient classification performance in all the given data sets.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"15 1","pages":"53-66"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81828213","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A Proposed Multi-Domain Approach for Automatic Classification of Text Documents 一种多领域文本文档自动分类方法
International Journal of Advances in Soft Computing and its Applications Pub Date : 2017-02-28 DOI: 10.5121/IJSC.2017.8101
Abdelrahman M. Arab, A. Gadallah, A. Salah
{"title":"A Proposed Multi-Domain Approach for Automatic Classification of Text Documents","authors":"Abdelrahman M. Arab, A. Gadallah, A. Salah","doi":"10.5121/IJSC.2017.8101","DOIUrl":"https://doi.org/10.5121/IJSC.2017.8101","url":null,"abstract":"","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"2 1","pages":"01-12"},"PeriodicalIF":0.0,"publicationDate":"2017-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87150533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Resource discovery algorithm based on hierarchical model and Conscious search in Grid computing system 网格计算系统中基于层次模型和有意识搜索的资源发现算法
International Journal of Advances in Soft Computing and its Applications Pub Date : 2017-01-01 DOI: 10.5899/2017/JSCA-00086
Nasim Nickbakhsh, M. Aghaei
{"title":"Resource discovery algorithm based on hierarchical model and Conscious search in Grid computing system","authors":"Nasim Nickbakhsh, M. Aghaei","doi":"10.5899/2017/JSCA-00086","DOIUrl":"https://doi.org/10.5899/2017/JSCA-00086","url":null,"abstract":"The distributed system of Grid subscribes the non-homogenous sources at a vast level in a dynamic manner. The resource discovery manner is very influential on the efficiency and of quality the system functionality. The “Bitmap” model is based on the hierarchical and conscious search model that allows for less traffic and low number of messages in relation to other methods in this respect. This proposed method is based on the hierarchical and conscious search model that enhances the Bitmap method with the objective to reduce traffic, reduce the load of resource management processing, reduce the number of emerged messages due to resource discovery and increase the resource according speed. The proposed method and the Bitmap method are simulated through Arena tool. This proposed model is abbreviated as RNTL.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"37 1","pages":"24-43"},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85064239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Numerical solution of first-order fully fuzzy differential equations by Runge-Kutta Fehlberg method under strongly generalized H-differentiability 强广义h -可微条件下一阶完全模糊微分方程的龙格-库塔-费贝格方法数值解
International Journal of Advances in Soft Computing and its Applications Pub Date : 2017-01-01 DOI: 10.5899/2017/JSCA-00069
D. Vivek, K. Kanagarajan, S. Harikrishnan
{"title":"Numerical solution of first-order fully fuzzy differential equations by Runge-Kutta Fehlberg method under strongly generalized H-differentiability","authors":"D. Vivek, K. Kanagarajan, S. Harikrishnan","doi":"10.5899/2017/JSCA-00069","DOIUrl":"https://doi.org/10.5899/2017/JSCA-00069","url":null,"abstract":"In this paper we propose Runge-Kutta Fehlberg method for solving fully fuzzy differential equations (FFDEs) of the form $y^{'}(t)=aotimes y(t), y(0)=y_{0}, tin[0,T] $ under strongly generalized H-differentiability. The algorithm used here is based on cross product of two fuzzy numbers. Using cross product we investigate the problem of finding a numerical approximation of solutions. The convergence of this method is discussed and numerical example is included to verify the reliability of proposed method.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"176 1","pages":"1-23"},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79825444","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Face Sketch Generation Using Evolutionary Computing 使用进化计算生成人脸草图
International Journal of Advances in Soft Computing and its Applications Pub Date : 2016-11-30 DOI: 10.5121/IJSC.2016.7401
K. BansodeN, K. SinhaP.
{"title":"Face Sketch Generation Using Evolutionary Computing","authors":"K. BansodeN, K. SinhaP.","doi":"10.5121/IJSC.2016.7401","DOIUrl":"https://doi.org/10.5121/IJSC.2016.7401","url":null,"abstract":"","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"93 1","pages":"01-10"},"PeriodicalIF":0.0,"publicationDate":"2016-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75016703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信