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Int. J. Reason. based Intell. Syst.最新文献

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Comparison of vertical projection profile, moment-based and initial skew rate algorithm for text skew estimation 垂直投影轮廓、矩基和初始偏斜率算法在文本偏斜估计中的比较
Int. J. Reason. based Intell. Syst. Pub Date : 2017-12-14 DOI: 10.1504/IJRIS.2017.10009603
D. Brodic, I. Draganov, Z. Milivojevic, V. Tasić
{"title":"Comparison of vertical projection profile, moment-based and initial skew rate algorithm for text skew estimation","authors":"D. Brodic, I. Draganov, Z. Milivojevic, V. Tasić","doi":"10.1504/IJRIS.2017.10009603","DOIUrl":"https://doi.org/10.1504/IJRIS.2017.10009603","url":null,"abstract":"This paper makes analysis and evaluation of vertical projection profile, moment-based and initial skew rate algorithm for the text skew. Among these three methods, the initial skew rate method is newly developed, while moment-based is adapted compared to its initial version. The vertical projection profile method is used in its native form, which is widely accepted for text skew estimation. The comparison is based on the experiment which includes testing of the algorithm with a dataset that consist of the printed text image samples. These image samples are given in the resolution of 25, 50 and 300 dpi. Tested algorithms obtain different skew accuracy for different resolution of text images. At the end, the moment-based method has the smallest accuracy declination, which demonstrates its benefit over the other two methods. Furthermore, this contributes to its robustness in applications, which use low resolution images.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"127 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125683506","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
Experimental determination of soil electrical parameters for the creation of a computer model of a grounding system for lightning protection 建立防雷接地系统计算机模型用土壤电参数的实验测定
Int. J. Reason. based Intell. Syst. Pub Date : 2017-12-14 DOI: 10.1504/IJRIS.2017.10009597
Rositsa F. Dimitrova, M. Yordanova, Margreta P. Vasileva, M. Ivanova
{"title":"Experimental determination of soil electrical parameters for the creation of a computer model of a grounding system for lightning protection","authors":"Rositsa F. Dimitrova, M. Yordanova, Margreta P. Vasileva, M. Ivanova","doi":"10.1504/IJRIS.2017.10009597","DOIUrl":"https://doi.org/10.1504/IJRIS.2017.10009597","url":null,"abstract":"The paper presents multifactor experimental studies for determining the apparent soil resistivity and the dielectric permittivity depending on the frequency of the electromagnetic field, the multilayered structure, moisture content and density of the soil. The gravimetric method for considering the soil moisture during the experimental researches was chosen. The received experimental results were statistically processed and a mathematical modelling of the controlled parameters was performed considering the specifics of the examined soil. These analytically obtained results of the dependences would contribute to more precise sizing of the grounding systems and could be used for creation of accurate simulation models for the study of wave processes in them.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133618646","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
An approach to transformation of data into knowledge for power control in smart homes 一种将数据转化为智能家居电源控制知识的方法
Int. J. Reason. based Intell. Syst. Pub Date : 2017-12-14 DOI: 10.1504/IJRIS.2017.10009598
I. Atanasov, A. Nikolov, E. Pencheva
{"title":"An approach to transformation of data into knowledge for power control in smart homes","authors":"I. Atanasov, A. Nikolov, E. Pencheva","doi":"10.1504/IJRIS.2017.10009598","DOIUrl":"https://doi.org/10.1504/IJRIS.2017.10009598","url":null,"abstract":"Internet of things (IoT) encompasses information and networking technologies which allow connected devices gathering data from their environment to exchange information with network applications. The increased number of diverse devices and the variety of multimodal data make interoperability a challenging task. Synthesis of semantic information from raw IoT data enables sharing of common data models between different applications. The paper presents an approach to modelling semantic annotation for power control in smart homes and then converting it to knowledge. The approach includes context aware models as well as a knowledge base describing behaviour of an autonomous agent. The context aware models representing remote device management are formalised and verified using the concept of bisimulation. Temporal logic is used for specifying the agent behaviour and reasoning about power control of home appliances.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123437448","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
An improved HBA metaheuristic 改进的HBA元启发式
Int. J. Reason. based Intell. Syst. Pub Date : 2017-08-29 DOI: 10.1504/IJRIS.2017.10007141
Fatima Bekaddour, Amine Chikh
{"title":"An improved HBA metaheuristic","authors":"Fatima Bekaddour, Amine Chikh","doi":"10.1504/IJRIS.2017.10007141","DOIUrl":"https://doi.org/10.1504/IJRIS.2017.10007141","url":null,"abstract":"As simple and effective optimisation approach, homogeneity-based algorithm (HBA) is one of the recent metaheuristics, proposed to minimise the total misclassification cost of data mining approaches. However, one problem is that HBA does not adopt computational complexity of the used data mining technique. This is due to the way objective function is defined. So, in this paper, we have proposed an improved HBA (IHBA), which is utilising a modified objective function that compute the computational complexity of the used classification method. We also test several clustering techniques as HBA parameters tuning, in order to enhance classifiers' performance. We have tested IHBA on different benchmarks and the obtained results show the effectiveness of the proposed method.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114942966","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
Rotation-invariant method for texture matching using model-based histograms and GLCM 基于模型直方图和GLCM的旋转不变纹理匹配方法
Int. J. Reason. based Intell. Syst. Pub Date : 2017-08-29 DOI: 10.1504/IJRIS.2017.10007144
Izem Hamouchene, Saliha Aouat
{"title":"Rotation-invariant method for texture matching using model-based histograms and GLCM","authors":"Izem Hamouchene, Saliha Aouat","doi":"10.1504/IJRIS.2017.10007144","DOIUrl":"https://doi.org/10.1504/IJRIS.2017.10007144","url":null,"abstract":"Nowadays, researchers are interested in informatics systems that process automatically the information. Image is an interesting research area due to the growth of the technologies. In this paper, we have proposed a new texture analysis method. One of the key problems in image processing is the rotation. Therefore, the proposed method is robust against rotation. The goal of this study is to construct a model from each texture. After that, the system classifies the query texture based on the extracted texture models. In this work, we applied a recent and efficient feature extraction method called rotation invariant neighbourhood-based binary pattern (RINBP). The proposed system combines between two parts. First, extract the RINBP model from the texture. Second, we apply the GLCM method in order to extract statistical measures. In the experiments, we have used the Brodats album database. Experimental parts illustrate the efficiency and the robustness of the proposed system against rotation.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"210 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131476223","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
Multi-objective design optimisation of four-bar mechanisms using a hybrid ICA-GA algorithm 基于混合ICA-GA算法的四杆机构多目标设计优化
Int. J. Reason. based Intell. Syst. Pub Date : 2017-08-29 DOI: 10.1504/IJRIS.2017.10007136
Nejlaoui Mohamed, Najlawi Bilel, Affi Zouhaier, Romdhane Lotfi
{"title":"Multi-objective design optimisation of four-bar mechanisms using a hybrid ICA-GA algorithm","authors":"Nejlaoui Mohamed, Najlawi Bilel, Affi Zouhaier, Romdhane Lotfi","doi":"10.1504/IJRIS.2017.10007136","DOIUrl":"https://doi.org/10.1504/IJRIS.2017.10007136","url":null,"abstract":"This work presents a novel approach to the multi-objective optimal design of four-bar mechanisms. Three conflicting objective functions are considered simultaneously, i.e., the tracking error (TE), the transmission angle deviation from 90° (TA) and the maximum angular velocity ratio (MAVR). To improve the convergence and the diversity of the results, an imperialist competitive algorithm is coupled with a genetic algorithm (ICA-GA) and it is used to solve this problem. A comparative study of the proposed ICA-GA shows that this method yields better results and more diverse results than other methods.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"718 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129647411","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
Community detection using intelligent water drops optimisation algorithm 小区检测采用智能水滴优化算法
Int. J. Reason. based Intell. Syst. Pub Date : 2017-08-29 DOI: 10.1504/IJRIS.2017.10007137
S. ElMustafa, A. Jaradat, Iyad Abu Doush, Nahed Mansour
{"title":"Community detection using intelligent water drops optimisation algorithm","authors":"S. ElMustafa, A. Jaradat, Iyad Abu Doush, Nahed Mansour","doi":"10.1504/IJRIS.2017.10007137","DOIUrl":"https://doi.org/10.1504/IJRIS.2017.10007137","url":null,"abstract":"Community structure means the existence of densely connected subgroups in the networks. It is a surprising property that appears in complex and naturally constructed networks. We are proposing a novel heuristic approach to the community detection problem. In this paper, the community detection problem is solved using the intelligent water drop heuristic on a group of real life networks. The proposed heuristic succeeded in grouping the nodes in the network into sets of densely connected subgroups. Our approach uses the modularity value as an optimisation criterion. The quality of the resulting division in the network was proven using measures like modularity and NMI. The experimental results verify that our algorithm is highly efficient at discovering quality community structure.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124970913","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: 6
A 0-1 bat algorithm for cellular network optimisation: a systematic study on mapping techniques 蜂窝网络优化的0-1蝙蝠算法:映射技术的系统研究
Int. J. Reason. based Intell. Syst. Pub Date : 2017-08-29 DOI: 10.1504/IJRIS.2017.10007147
Z. Dahi, Chaker Mezioud, A. Draa
{"title":"A 0-1 bat algorithm for cellular network optimisation: a systematic study on mapping techniques","authors":"Z. Dahi, Chaker Mezioud, A. Draa","doi":"10.1504/IJRIS.2017.10007147","DOIUrl":"https://doi.org/10.1504/IJRIS.2017.10007147","url":null,"abstract":"Many research efforts are deployed today in order to design techniques that allow continuous metaheuristics to also solve binary problems. However, knowing that no work thoroughly studied these techniques, such a task is still difficult since these techniques are still ambiguous and misunderstood. The bat algorithm (BA) is a continuous algorithm that has been recently adapted using one of these techniques. However, that work suffered from several shortfalls. This paper conducts a systematic study in order to investigate the efficiency and usefulness of discretising continuous metaheuristics. This is done by proposing five binary variants of the BA (BBAs) based on the principal mapping techniques existing in the literature. As problem benchmark, two optimisation problems in cellular networks, the antenna positioning problem (APP) and the reporting cell problem (RCP) are used. The proposed BBAs are evaluated using several types, sizes and complexities of data. Two of the top-ranked algorithms designed to solve the APP and the RCP, the population-based incremental learning (PBIL) and the differential evolution (DE) algorithm are taken as comparison basis. Several statistical tests are conducted as well.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126538568","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: 6
A new method of applying the ETC technology to the underground parking lot in the supermarket ETC技术应用于超市地下停车场的新方法
Int. J. Reason. based Intell. Syst. Pub Date : 2016-11-01 DOI: 10.1504/IJRIS.2016.10000937
Zhenghua Xin, Guolong Chen
{"title":"A new method of applying the ETC technology to the underground parking lot in the supermarket","authors":"Zhenghua Xin, Guolong Chen","doi":"10.1504/IJRIS.2016.10000937","DOIUrl":"https://doi.org/10.1504/IJRIS.2016.10000937","url":null,"abstract":"Now people drive their own cars to go to the supermarket. But when they pass the underground parking lot, they need to stop to credit cars or pay manually. So this research applies the ETC technology based on the RFID to the underground parking lot in the supermarket. This system puts forward the electronic money based on RFID. This electronic money is equal to the currency in circulation. The reader put in the supermarkets can write money into the electronic tags which can be distributed to the owners of cars through the antenna. Because the speed of the reader is fast, it can read many electronic tags at the same time. And this system has been completed in the analog sandbox. The results have proved the method is effective.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124772288","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
Research on CDN network architecture design and safety protection for power grid CDN网络体系结构设计与电网安全防护研究
Int. J. Reason. based Intell. Syst. Pub Date : 2016-11-01 DOI: 10.1504/IJRIS.2016.10000935
C. Zhang, Yingjie Zou, Yirong Wang, C. Li, Junfeng Shi
{"title":"Research on CDN network architecture design and safety protection for power grid","authors":"C. Zhang, Yingjie Zou, Yirong Wang, C. Li, Junfeng Shi","doi":"10.1504/IJRIS.2016.10000935","DOIUrl":"https://doi.org/10.1504/IJRIS.2016.10000935","url":null,"abstract":"Based on a large amount of investigation, analysis and research of the application system status and network status of the power grid, the paper introduces a novel CDN network architecture for power grid, which has the power grid characteristics and meets the power grid requirements. In order to ensure the efficiency and stability of CDN system, the CDN network architecture key technologies include virtual CDN technology, software defined CDN technology, network measurement technology based on data analysis, database for CDN network, CDN management platform and load balance. Also, there are four aspects to ensure the security of CDN system, as network security, safety management system, CDN equipment safety and anti-leech mechanism which can be a reference for the construction of CDN network in power grid and other industries.","PeriodicalId":360794,"journal":{"name":"Int. J. Reason. based Intell. Syst.","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128968830","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
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