For neighborhood rough set attribute reduction algorithms based on dependency degree,a neighborhood computation method incorporating attribute weight values and a neighborhood rough set attribute reduction algorithm u...For neighborhood rough set attribute reduction algorithms based on dependency degree,a neighborhood computation method incorporating attribute weight values and a neighborhood rough set attribute reduction algorithm using discernment as the heuristic information was proposed.The reduction algorithm comprehensively considers the dependency degree and neighborhood granulation degree of attributes,allowing for a more accurate measurement of the importance degrees of attributes.Example analyses and experimental results demonstrate the feasibility and effectiveness of the algorithm.展开更多
In the Internet economy of the twentieth century, the competition for customers between enterprises is stiffer so that they strive for customers by all means. As a kind of new thing in the Internet economy, E-commerce...In the Internet economy of the twentieth century, the competition for customers between enterprises is stiffer so that they strive for customers by all means. As a kind of new thing in the Internet economy, E-commerce can attract customers and expand sales efficiently; therefore, E-commerce becomes a powerful means by which enterprises can improve customer asset rapidly. However, compared with customer asset of traditional commerce enterprises, E-commerce enterprises customer asset is more liable to be affected by the surroundings, which will result in risk. On the other hand, though enterprises pay close attention to the study of customer asset risk of E-commerce enterprises currently, the academic circles have made little research in this respect, which is not helpful for enterprises to improve customer asset by applying for E-commerce, nor can meet the actual requirement for the development of academic circles. Therefore, the customer asset risk discernment of E-commerce enterprises has been studied in this paper, and case-based reasoning（CBR） has been applied to the discernment of the customer asset risk of E-commerce enterprise, which provides quantitative basis for customer asset risk management of E-commerce enterprises and conduces to the prevention of customer asset risk and the efficiency improvement of E-commerce.展开更多
By using the dynamic characteristic of one direction S-rough sets（one direction singular rough sets） and dual of one direction S-rough sets（dual of one direction singular rough sets）, the concepts of attribute dis...By using the dynamic characteristic of one direction S-rough sets（one direction singular rough sets） and dual of one direction S-rough sets（dual of one direction singular rough sets）, the concepts of attribute disturbance of knowledge, the attribute disturbance degree of knowledge, and the disturbance coefficient of knowledge are given. By employing these concepts, the cardinal order theorem of the attribute disturbance knowledge, the unit circle theorem of the attribute disturbance knowledge, and the discernible theorem of the attribute disturbance knowledge are presented.展开更多
By using two-directional S-rough sets, the concepts of （f, f）-interference generation and （f, f）- interference law generation of knowledge, F-interference generation and F-interference law generation of two-direct...By using two-directional S-rough sets, the concepts of （f, f）-interference generation and （f, f）- interference law generation of knowledge, F-interference generation and F-interference law generation of two-directional S-rough sets are proposed. Based on the concepts above, the relation theoreras between F-interference loss and F-interference degree, the relation theorems between F-interference loss law and F-interference degree law, the dis- cernibility theorems between F-interference and F-interference law are presented. At last, the recognition criterion of F-interference law and its application are given.展开更多
Single-phase low current grounding faults areoften seen in power distribution system of coal mines.These faults are difficult to reliably identify.We propose a new method of single-phase ground fault protection based ...Single-phase low current grounding faults areoften seen in power distribution system of coal mines.These faults are difficult to reliably identify.We propose a new method of single-phase ground fault protection based upon a discernible matrix of the fractal dimension associated with line currents.The method builds on existing selective protection methods.Faulted feeders are distinguished using differences in the zero-sequence transient current fractal dimension.The current signals were first processed through a fast Fourier transform and then the characteristics of a faulted line were identified using a discernible matrix.The method of calculation is illustrated.The results show that the method involves simple calculations, is easy to do and is highly accurate.It is, therefore, suitable for distribution networks having different neutral grounding modes.展开更多
With development of web services technology, the number of existing services in the internet is growing day by day. In order to achieve automatic and accurate services classification which can be beneficial for servic...With development of web services technology, the number of existing services in the internet is growing day by day. In order to achieve automatic and accurate services classification which can be beneficial for service related tasks, a rough set theory based method for services classification was proposed. First, the services descriptions were preprocessed and represented as vectors. Elicited by the discernibility matrices based attribute reduction in rough set theory and taking into account the characteristic of decision table of services classification, a method based on continuous discernibility matrices was proposed for dimensionality reduction. And finally, services classification was processed automatically. Through the experiment, the proposed method for services classification achieves approving classification result in all five testing categories. The experiment result shows that the proposed method is accurate and could be used in practical web services classification.展开更多
By employing the knowledge（R-element equivalence class） in one direction S-rough sets and dual of one direction S-rough sets, the concept of knowledge law is given; the generation theorem of knowledge law, the excur...By employing the knowledge（R-element equivalence class） in one direction S-rough sets and dual of one direction S-rough sets, the concept of knowledge law is given; the generation theorem of knowledge law, the excursion theorem of knowledge law, and the attribute disturbance discernible theorem of knowledge law are proposed. Knowledge law is a new characteristic of S-rough sets.展开更多
A method for data classification will influence the efficiency of classification. Attributes reduction based on discernibility matrix and discernibility function in rough sets can use in data classification, so we put...A method for data classification will influence the efficiency of classification. Attributes reduction based on discernibility matrix and discernibility function in rough sets can use in data classification, so we put forward a method for data classification. Namely, firstly, we use discernibility matrix and discernibility function to delete superfluous attributes in formation system and get a necessary attribute set. Secondly, we delete superfluous attribute values and get decision rules. Finally, we classify data by means of decision rules. The experiments show that data classification using this method is simpler in the structure, and can improve the efficiency of classification.展开更多
This paper deals with the problem of attribute discernibility reduction and proposes some new concepts to rough set theory （RST） based on the discernibility matrix of Skowron, such as secondary core, regeneration ma...This paper deals with the problem of attribute discernibility reduction and proposes some new concepts to rough set theory （RST） based on the discernibility matrix of Skowron, such as secondary core, regeneration matrix and the degree of attribute discernibility （DAD）. This paper puts forward an attribute reduction algorithm based on maximum discernibility degree, which opens up an effective way of gaining minimum attribute reduction of decision table. The efficacy of this algorithm has been verified by practical application in a diagnostic system of loader, which substantially decreases information gathering requirement and lowers the overall cost with no loss of accuracy.展开更多
The attribute reduction algorithms of decision table based on discernible matrix are required to construct discernible matrix, which reduces efficiency of algorithms. In this paper, the relationship between attribute ...The attribute reduction algorithms of decision table based on discernible matrix are required to construct discernible matrix, which reduces efficiency of algorithms. In this paper, the relationship between attribute discernible matrix and its discernibility is first established for general information systems. Based on the idea that the equivalent discernible matrix has a same attribute reduction, existing matrices are modified and a formula of attribute discernibility associated with algebraic reduction for decision table is proposed. A heuristic attribute reduction algorithm based on attribute discernibility is presented. Experimental results indicate that the algorithm can more easily explore an optimal or sub-optimal reduction, and is efficient.展开更多
Based on equivalence relation,the classical rough set theory is unable to deal with incomplete information systems.In this case,an extended rough set model based on valued tolerance relation and prior probability obta...Based on equivalence relation,the classical rough set theory is unable to deal with incomplete information systems.In this case,an extended rough set model based on valued tolerance relation and prior probability obtained from incomplete information systems is firstly founded.As a part of the model,the corresponding discernibility matrix and an attribute reduction of incomplete information system are then proposed.Finally,the extended rough set model and the proposed attribute reduction algorithm are verified under an incomplete information system.展开更多
By employing function S-rough sets,the concepts of f-interference generation and separation of law,and the F-interference generation and separation of S-rough laws were proposed. Base on the concepts above,the F-inter...By employing function S-rough sets,the concepts of f-interference generation and separation of law,and the F-interference generation and separation of S-rough laws were proposed. Base on the concepts above,the F-interference relation theorems,the F-interference discernibility theorem,the dependent separation theorem by interfereence,and the dependent separation principle by interference were presented; finally the application was given. By employing F-interference dependence and separation of S-rough laws,the changes of characteristic of dynamic systemic regularities could be recognized.展开更多
It is well known that most of information systems are based on tolerance relation instead of the classical equivalence relation because of various factors in real-world. To acquire brief decision rules from the inform...It is well known that most of information systems are based on tolerance relation instead of the classical equivalence relation because of various factors in real-world. To acquire brief decision rules from the information systems, lower approximation reduction is needed. In this paper, the lower approximation reduction is proposed in inconsistent information systems based on tolerance relation. Moreover, the properties are discussed. Furthermore, judgment theorem and discernibility matrix are obtained, from which an approach to lower reductions can be provided in the complicated information systems.展开更多
Trochanteric bursitis is one of the most common causes of lateral hip pain in adults.The prevalence of unilateral trochanteric bursitis is 15.0%in women and 8.5%in men.Access to internet based information has increase...Trochanteric bursitis is one of the most common causes of lateral hip pain in adults.The prevalence of unilateral trochanteric bursitis is 15.0%in women and 8.5%in men.Access to internet based information has increased dramatically and health related information is now one of the most popular searches in online activity,despite this the quality of information can vary.The objective of this paper is to examine the quality and readability of internet based information of trochanteric bursitis.Overall,we have found a high variability among not only the quality but also the readability of information published.Websites that appeared first on each search engine for trochanteric bursitis did not necessarily score better,demonstrating the importance of providing patients with high quality resources.Future articles should use more critical appraisal tools in order to provide the reader with more high quality and readable information.展开更多
With the fast changing of environment, virtual enterprises become a kind of new manufacture mode day by day. In the course of establishment and operation of virtual enterprises, the leader＇s status is very important....With the fast changing of environment, virtual enterprises become a kind of new manufacture mode day by day. In the course of establishment and operation of virtual enterprises, the leader＇s status is very important. The study of the leader＇s characteristic, function and how to discern will contribute to realize the leader＇s function and guarantee the healthy and fast development of virtual enterprises.展开更多
LINGNAN Village in Tonglu County, east China＇s Zhejiang Province. has seen bed and breakfast （B＆B） accommodations flourishing in recent years, with vil- lagers and newcomers alike taking advantage of this promisin...LINGNAN Village in Tonglu County, east China＇s Zhejiang Province. has seen bed and breakfast （B＆B） accommodations flourishing in recent years, with vil- lagers and newcomers alike taking advantage of this promising business. Zhu Zhenhua, from Zhejiang＇s capital city Hangzhou, moved to a village with his wife in 2008. They rented a courtyard property and spent about 300,000 yuan （$46,154） on its renovation. As tourists came to the village and asked whether they could pay to stay in the house, Zhu turned it into a B＆B business.展开更多
基金Anhui Provincial University Research Project(Project Number:2023AH051659)Tongling University Talent Research Initiation Fund Project(Project Number:2022tlxyrc31)+1 种基金Tongling University School-Level Scientific Research Project(Project Number:2021tlxytwh05)Tongling University Horizontal Project(Project Number:2023tlxyxdz237)。
文摘For neighborhood rough set attribute reduction algorithms based on dependency degree,a neighborhood computation method incorporating attribute weight values and a neighborhood rough set attribute reduction algorithm using discernment as the heuristic information was proposed.The reduction algorithm comprehensively considers the dependency degree and neighborhood granulation degree of attributes,allowing for a more accurate measurement of the importance degrees of attributes.Example analyses and experimental results demonstrate the feasibility and effectiveness of the algorithm.
文摘In the Internet economy of the twentieth century, the competition for customers between enterprises is stiffer so that they strive for customers by all means. As a kind of new thing in the Internet economy, E-commerce can attract customers and expand sales efficiently; therefore, E-commerce becomes a powerful means by which enterprises can improve customer asset rapidly. However, compared with customer asset of traditional commerce enterprises, E-commerce enterprises customer asset is more liable to be affected by the surroundings, which will result in risk. On the other hand, though enterprises pay close attention to the study of customer asset risk of E-commerce enterprises currently, the academic circles have made little research in this respect, which is not helpful for enterprises to improve customer asset by applying for E-commerce, nor can meet the actual requirement for the development of academic circles. Therefore, the customer asset risk discernment of E-commerce enterprises has been studied in this paper, and case-based reasoning（CBR） has been applied to the discernment of the customer asset risk of E-commerce enterprise, which provides quantitative basis for customer asset risk management of E-commerce enterprises and conduces to the prevention of customer asset risk and the efficiency improvement of E-commerce.
基金Foundation item： Supported by the Nature Science Foundation of Shandong Province（Y2007H02）
文摘By using the dynamic characteristic of one direction S-rough sets（one direction singular rough sets） and dual of one direction S-rough sets（dual of one direction singular rough sets）, the concepts of attribute disturbance of knowledge, the attribute disturbance degree of knowledge, and the disturbance coefficient of knowledge are given. By employing these concepts, the cardinal order theorem of the attribute disturbance knowledge, the unit circle theorem of the attribute disturbance knowledge, and the discernible theorem of the attribute disturbance knowledge are presented.
基金supported partly by the Natural Science Foundation of Fujian Province,China(S0650031)the Science and Technology Foundation of Education Department of Fujian Province,China(JA05327)the Key Subject of Sanming University(ZDXK0604).
文摘By using two-directional S-rough sets, the concepts of （f, f）-interference generation and （f, f）- interference law generation of knowledge, F-interference generation and F-interference law generation of two-directional S-rough sets are proposed. Based on the concepts above, the relation theoreras between F-interference loss and F-interference degree, the relation theorems between F-interference loss law and F-interference degree law, the dis- cernibility theorems between F-interference and F-interference law are presented. At last, the recognition criterion of F-interference law and its application are given.
基金Project 50504015 supported by the National Natural Science Foundation of Chinathe Youth Science and Technology Research Program of China University of Mining and Technology (0C060996)
文摘Single-phase low current grounding faults areoften seen in power distribution system of coal mines.These faults are difficult to reliably identify.We propose a new method of single-phase ground fault protection based upon a discernible matrix of the fractal dimension associated with line currents.The method builds on existing selective protection methods.Faulted feeders are distinguished using differences in the zero-sequence transient current fractal dimension.The current signals were first processed through a fast Fourier transform and then the characteristics of a faulted line were identified using a discernible matrix.The method of calculation is illustrated.The results show that the method involves simple calculations, is easy to do and is highly accurate.It is, therefore, suitable for distribution networks having different neutral grounding modes.
基金Projects(9140A0605,0409JB8102) supported by Weaponry Equipment Pre-Research Foundation of PLA Equipment Ministry of ChinaProject(2009JSJ11) supported by Pre-Research Foundation of PLA University of Science and Technology,China
文摘With development of web services technology, the number of existing services in the internet is growing day by day. In order to achieve automatic and accurate services classification which can be beneficial for service related tasks, a rough set theory based method for services classification was proposed. First, the services descriptions were preprocessed and represented as vectors. Elicited by the discernibility matrices based attribute reduction in rough set theory and taking into account the characteristic of decision table of services classification, a method based on continuous discernibility matrices was proposed for dimensionality reduction. And finally, services classification was processed automatically. Through the experiment, the proposed method for services classification achieves approving classification result in all five testing categories. The experiment result shows that the proposed method is accurate and could be used in practical web services classification.
基金Foundation item： Supported by the Nature Science Foundation of Shandong Province（Y2007H02）
文摘By employing the knowledge（R-element equivalence class） in one direction S-rough sets and dual of one direction S-rough sets, the concept of knowledge law is given; the generation theorem of knowledge law, the excursion theorem of knowledge law, and the attribute disturbance discernible theorem of knowledge law are proposed. Knowledge law is a new characteristic of S-rough sets.
基金Supported by the National Natural Science Foun-dation of China(60474022)
文摘A method for data classification will influence the efficiency of classification. Attributes reduction based on discernibility matrix and discernibility function in rough sets can use in data classification, so we put forward a method for data classification. Namely, firstly, we use discernibility matrix and discernibility function to delete superfluous attributes in formation system and get a necessary attribute set. Secondly, we delete superfluous attribute values and get decision rules. Finally, we classify data by means of decision rules. The experiments show that data classification using this method is simpler in the structure, and can improve the efficiency of classification.
文摘This paper deals with the problem of attribute discernibility reduction and proposes some new concepts to rough set theory （RST） based on the discernibility matrix of Skowron, such as secondary core, regeneration matrix and the degree of attribute discernibility （DAD）. This paper puts forward an attribute reduction algorithm based on maximum discernibility degree, which opens up an effective way of gaining minimum attribute reduction of decision table. The efficacy of this algorithm has been verified by practical application in a diagnostic system of loader, which substantially decreases information gathering requirement and lowers the overall cost with no loss of accuracy.
文摘The attribute reduction algorithms of decision table based on discernible matrix are required to construct discernible matrix, which reduces efficiency of algorithms. In this paper, the relationship between attribute discernible matrix and its discernibility is first established for general information systems. Based on the idea that the equivalent discernible matrix has a same attribute reduction, existing matrices are modified and a formula of attribute discernibility associated with algebraic reduction for decision table is proposed. A heuristic attribute reduction algorithm based on attribute discernibility is presented. Experimental results indicate that the algorithm can more easily explore an optimal or sub-optimal reduction, and is efficient.
基金supported by the Foundation and Frontier Technologies Research Plan Projects of Henan Province of China under Grant No. 102300410266
文摘Based on equivalence relation,the classical rough set theory is unable to deal with incomplete information systems.In this case,an extended rough set model based on valued tolerance relation and prior probability obtained from incomplete information systems is firstly founded.As a part of the model,the corresponding discernibility matrix and an attribute reduction of incomplete information system are then proposed.Finally,the extended rough set model and the proposed attribute reduction algorithm are verified under an incomplete information system.
基金Science and Technology Foundations of the Education Committee of Fujian Province of China (No.JA09232, No.JA08236)Science and Technology Projects of Sanming University, China (No. HX201007/Z)
文摘By employing function S-rough sets,the concepts of f-interference generation and separation of law,and the F-interference generation and separation of S-rough laws were proposed. Base on the concepts above,the F-interference relation theorems,the F-interference discernibility theorem,the dependent separation theorem by interfereence,and the dependent separation principle by interference were presented; finally the application was given. By employing F-interference dependence and separation of S-rough laws,the changes of characteristic of dynamic systemic regularities could be recognized.
文摘It is well known that most of information systems are based on tolerance relation instead of the classical equivalence relation because of various factors in real-world. To acquire brief decision rules from the information systems, lower approximation reduction is needed. In this paper, the lower approximation reduction is proposed in inconsistent information systems based on tolerance relation. Moreover, the properties are discussed. Furthermore, judgment theorem and discernibility matrix are obtained, from which an approach to lower reductions can be provided in the complicated information systems.
文摘Trochanteric bursitis is one of the most common causes of lateral hip pain in adults.The prevalence of unilateral trochanteric bursitis is 15.0%in women and 8.5%in men.Access to internet based information has increased dramatically and health related information is now one of the most popular searches in online activity,despite this the quality of information can vary.The objective of this paper is to examine the quality and readability of internet based information of trochanteric bursitis.Overall,we have found a high variability among not only the quality but also the readability of information published.Websites that appeared first on each search engine for trochanteric bursitis did not necessarily score better,demonstrating the importance of providing patients with high quality resources.Future articles should use more critical appraisal tools in order to provide the reader with more high quality and readable information.
文摘With the fast changing of environment, virtual enterprises become a kind of new manufacture mode day by day. In the course of establishment and operation of virtual enterprises, the leader＇s status is very important. The study of the leader＇s characteristic, function and how to discern will contribute to realize the leader＇s function and guarantee the healthy and fast development of virtual enterprises.
文摘LINGNAN Village in Tonglu County, east China＇s Zhejiang Province. has seen bed and breakfast （B＆B） accommodations flourishing in recent years, with vil- lagers and newcomers alike taking advantage of this promising business. Zhu Zhenhua, from Zhejiang＇s capital city Hangzhou, moved to a village with his wife in 2008. They rented a courtyard property and spent about 300,000 yuan （$46,154） on its renovation. As tourists came to the village and asked whether they could pay to stay in the house, Zhu turned it into a B＆B business.
