Conservative regular moments have been proven to exhibit some shortcomings in the original formulations of moment functions in terms of scaling factor. Hence, an incorporated scaling factor of geometric functions into...
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ISBN:
(纸本)9780889867307
Conservative regular moments have been proven to exhibit some shortcomings in the original formulations of moment functions in terms of scaling factor. Hence, an incorporated scaling factor of geometric functions into United Moment Invariant function is proposed for mining the feature of unconstrained words. Subsequently, the discrete proposed features undertake discretization procedure prior to classification for better feature representation and splendid classification accuracy. Collectively, discrete values are finite intervals in a continuous spectrum of values and well known to play important roles in data mining and knowledge discovery. Many induction algorithms found in the literature requires that training data contains only discrete features and some works better on discretized data;in particular rule based approaches like rough sets. Hence, in this study, an integrated scaling formulation of Aspect Scaling Invariant is presented in Writer Identification to hunt for the individuality perseverance. Successive exploration is executed to investigate for the suitability of discretization techniques in probing the issues of writer authorship. Mathematical proving and results of computer simulations are embraced to attest the feasibility of the proposed technique in Writer Identification. The results disclose that the proposed discretized invariants reveal 99% accuracy of classification by using 3520 training data and 880 testing data.
The Enterprise Resource Planning system is a huge and complex information system that enables the whole organization to operate, collaborate and coordinate its activities through the use of a single data repository. I...
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The latest Semantic Web developments and insights in knowledge management challenge the new era of semantic-based knowledge-management systems, where lies the new possibilities that Semantic Web affords for improved k...
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ISBN:
(纸本)9781424423279
The latest Semantic Web developments and insights in knowledge management challenge the new era of semantic-based knowledge-management systems, where lies the new possibilities that Semantic Web affords for improved knowledge management. Connectivity and interoperability of knowledge management systems is the key to the vision of the future. We need a comprehensive framework that addresses main issues related to distributed Knowledge Management. Semantic Web Services (SWS) is the next major generation of the Web in which e-services and business communication become more knowledge-based It proposes to extend the traditional Web Services technologies with its key enabling technologies of ontologies and semantics;to solve the problem of heterogeneity and interoperability of data across applications. This makes it possible to select, integrate and invocate services dynamically, which enable services to adapt themselves to changes without human intervention. The main purpose of this paper is to present the relevance of SWS technologies to KMS. Further, we discuss about the two major initiatives in SWS research. Later, we will propose ontology based semantic web services framework for KMS. Our focus is in the web service provider layer where we will introduce the three main components;knowledge manager, web service manager and ontology mapping manager.
The aim of this paper is to propose a novel approach in hybridizing linear and nonlinear model by incorporating several new features. The intended features are multivariate information, hybridization succession altera...
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Stock market transaction is one of the most popular investments activities. There are many conventional techniques being used and these include technical and fundamental analysis. Recently, AI such as ANN, GA, FL and ...
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In this paper, the author(s) propose a new technique in spam detection from another discipline and propose an implementation of the underlying algorithm based on FPGA. The choice of algorithm are Needleman-Wunsch that...
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The theory of concept lattices is an efficient tool for knowledge representation and knowledge discovery, and is applied to many fields successfully. One focus of knowledge discovery is knowledge reduction. Based on t...
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The theory of concept lattices is an efficient tool for knowledge representation and knowledge discovery, and is applied to many fields successfully. One focus of knowledge discovery is knowledge reduction. Based on the reduction theory of classical formal context, this paper proposes the definition of decision formal context and its reduction theory, which extends the reduction theory of concept lattices. In this paper, strong consistence and weak consistence of decision formal context are defined respectively. For strongly consistent decision formal context, the judgment theorems of consistent sets are examined, and approaches to reduction are given. For weakly consistent decision formal context, implication mapping is defined, and its reduction is studied. Finally, the relation between reducts of weakly consistent decision formal context and reducts of implication mapping is discussed.
Scholarly communication activities such as journal publication and technical writings have been enhanced with the utilization of internet technology. Electronic publishing replaced the dissemination of knowledge findi...
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ISBN:
(纸本)0975339389
Scholarly communication activities such as journal publication and technical writings have been enhanced with the utilization of internet technology. Electronic publishing replaced the dissemination of knowledge findings through printed documents. The utilization of electronic publishing concept offers more advantages over the traditional way of communicating knowledge. This study identifies the online publishing technology and capabilities which could support the development of the online publishing system. This paper presents a proposed framework used for developing an Online Publishing in the University of Malaya (OPUM). This proposed framework for OPUM system provides a platform and mechanism for the scholarly communities in UM to communicate within its societies in terms of sharing, extending, exchanging, promoting, debating and distributing their findings, ideas and knowledge via an online publishing system.
This paper presents a data based kernel selection approach, which utilizes the geometry distribution of data. Once the approximate distribution can be confirmed as a special one like circle, cirque, sphere cylinder, e...
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ICT policies are the crucial constituent of successful ICT utilization in an organization but yet their implementation is a challenging concern. This paper elucidates the important elements on achieving successful imp...
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ICT policies are the crucial constituent of successful ICT utilization in an organization but yet their implementation is a challenging concern. This paper elucidates the important elements on achieving successful implementation in addition with high priority policies respective to three academic activities from academicianpsilas viewpoint.
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