A CLASSIFICATION ALGORITHM BASED ON ASSOCIATION RULE MINING

A CLASSIFICATION ALGORITHM BASED ON ASSOCIATION RULE MINING

A CLASSIFICATION ALGORITHM BASED ON ASSOCIATION RULE MINING
... as associative classification Associative classification is essentially classification that based on association rules, which both reflects the application characteristics of knowledge -classification ... value of the category attribute, it named Category labels Definition Method of mining association rules with class labels as rule consequent using association rule mining algorithm is known as ... discrete and also can be continuous, for a continuous attribute value, discrete it fist 2) Mine all possible rules(PR) that frequent and accurate using a standard association rule mining algorithm, ...
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A Parallel Algorithm based on Convexityfor the Computing of DelaunayTessellation

A Parallel Algorithm based on Convexityfor the Computing of DelaunayTessellation
... speedups algorithm 50 Chapter A Parallel Algorithm for Computing Delaunay Triangulations This chapter describes a parallel algorithm for computing a Delaunay triangulation using a divide-and-conquer ... Delaunay triangulation, we see that the triangulation spanning P is D(P ) We conclude that Delaunay triangulations maximize the minimum angle of all the angles of the triangles in the triangulation; ... crucial factor of the parallel implementation over the corresponding sequential one 3.1 Parallel Algorithms There are many efficient sequential algorithms for Delaunay triangulation along with their...
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A Parallel Algorithm Based on Convexityfor the Computing of DelaunayTessellation

A Parallel Algorithm Based on Convexityfor the Computing of DelaunayTessellation
... this thesis A two-dimensional Delaunay tessellation is called a Delaunay triangulation and an edge of a Delaunay triangulation is called a Delaunay edge (see Fig.1.6) A threedimensional Delaunay ... present a parallel algorithm based on computing the convex hull of one higher dimension for computing the Delaunay tessellation Graham algorithm is only apply for computing convex hull of a set of ... in parallel algorithm design there are many general techniques that can be used across a variety of problem areas, including parallel divide-and-conquer, randomization, and parallel pointer manipulation,...
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Báo cáo khoa học: "A Mention-Synchronous Coreference Resolution Algorithm Based on the Bell Tree" potx

Báo cáo khoa học:
... have the same spelling; otherwise if one mention is a left substring of the other; otherwise if one mention is a right substring of the other; otherwise if one mention is an acronym of the other; ... of the coreference resolution problem Conclusion We propose to use the Bell tree to represent the process of forming entities from mentions The Bell tree represents the search space of the coreference ... Experiments on the MUC data To see how the proposed algorithm works on the MUC data, we test our algorithm on the MUC6 data To minimize the change to the coreference system, we first map the MUC data...
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Báo cáo hóa học: " Research Article A Suboptimal PTS Algorithm Based on Particle Swarm Optimization Technique for PAPR Reduction in OFDM Systems" potx

Báo cáo hóa học:
... monopole antenna using a particle swarm optimization approach,” IEEE Transactions on Antennas and Propagation, vol 53, no 10, pp 1–7, 2005 [24] J Robinson and Y Rahmat-Samii, Particle swarm optimization ... Ho, A S Madhukumar, and F Chin, “Peak-to-average power reduction using partial transmit sequences: a suboptimal approach based on dual layered phase sequencing,” IEEE Transactions on Broadcasting, ... 16, and 32 100 Pr (PAPR > PAPR0 ) a generation Gn = 40, we can see that the PSO -based PTS technique is capable of attaining a near OPTS technique performance, when Pr (PAPR > PAPR0 ) = 10−3 In...
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Báo cáo hóa học: "A Fast LSF Search Algorithm Based on Interframe " ppt

Báo cáo hóa học:
... distinct intervals, each containing only one odd and one even-indexed LSF, thus avoiding the zero crossing search Another approach to compute LSFs based on split Levinson algorithm has been discussed ... is based on the interframe correlation property of LSF parameters The rest of the paper is organized as follows In Section 2, a brief review of LSFs is given and the conventional real root algorithm ... linear interpolation FASTER SEARCH ALGORITHM The study of LSF vectors indicates that there is a strong correlation between the LSFs of successive frames and that the change from one LSF vector to...
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Báo cáo y học: "Diagnostic accuracy of pattern differentiation algorithm based on Chinese medicine theory: a stochastic simulation study" doc

Báo cáo y học:
... information was available to perform pattern differentiation Comparison of diagnostic accuracy of PDA with both explained and available information (N% and N%-cutoff) The diagnostic accuracy of PDA ... http://www.cmjournal.org/content/4/1/24 Average4 Figure normalized accuracy as a function of the available information for diagnosis Average normalized accuracy as a function of the available information for ... estimated the impact of available information on the accuracy of pattern differentiation This study aims to evaluate the effect of information amount on the diagnostic accuracy The method was tested...
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Dynamic job shop scheduling using ant colony optimization algorithm based on a multi agent system

Dynamic job shop scheduling using ant colony optimization algorithm based on a multi agent system
... scheme ACO ant colony optimization ACS ant colony system AC2 ant colony control Ai accessible operation list ANTS approximate non-deterministic tree search AS ant system AS rank the rank -based AS ... natural MAS, namely an ant colony, has found that autonomous agents like ants can find the shortest route from their nest to a food source based on the pheromone strength on their ways Each ant affects ... as a Gantt Chart, which is a two-dimensional chart showing time along the horizontal axis and the resources along the vertical axis Each rectangle on the chart represents an operation of a job, ...
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Reliability analysis of a power system based on the multi state system theory

Reliability analysis of a power system based on the multi state system theory
... V RELIABILITY ANALYSIS OF THE POWER SYSTEM The reliability of the power system is analyzed using the multi- state system theory According to (2), the universal generating function of the battery ... this paper, and is compared 97 (1) The reliability of the power system obtained by the traditional system reliability theory is always conservative [5] (2) The power system is a multi- state system ... reliability theory are always conservative For example, when the required capacity is 23.4 Ah, the reliability of the system obtained by the traditional system reliability theory is only 0.25107, but the...
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One dimensional organic nanostructures a novel approach based on the selective adsorption of organic molecules on silicon nanowires

One dimensional organic nanostructures a novel approach based on the selective adsorption of organic molecules on silicon nanowires
... day after the evaporation of THAP on the surface exhibit the same random adsorption of the THAP molecules on the surface This suggests that even after a significant amount of time for diffusion ... in the case of PQ adsorbed on Si(0 1) In summary, we presented here a novel approach to form 1D organic structures based on the adsorption of organic molecules on silicon nanowires We demonstrated ... to the adsorption on the SiNWs modified Ag(1 0) surface Two filled states STM images of the surface following the evaporation of Å of THAP are displayed in Fig 3a and b Each molecule appears as a...
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Báo cáo khoa học: Fast set-up of doxycycline-inducible protein expression in human cell lines with a single plasmid based on Epstein– Barr virus replication and the simple tetracycline repressor ppt

Báo cáo khoa học: Fast set-up of doxycycline-inducible protein expression in human cell lines with a single plasmid based on Epstein– Barr virus replication and the simple tetracycline repressor ppt
... of individual clones In contrast, plasmids with an Epstein Barr virus (EBV) origin of replication oriP in the presence of EBV-encoded EBNA-1 protein are continuously propagated in 1% of initially ... acid assay [25] with bovine serum albumin as standard The protein content of MS samples was estimated from the response ratio for proline, which was calibrated against the bicinchoninic acid assay ... difference shading’ [9] Our strategy is based on comparative analysis of lysates of cells both with and without transporter expression The expression of all other proteins in the two cell populations...
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Stream Prediction Using A Generative Model Based On Frequent Episodes In Event Sequences doc

Stream Prediction Using A Generative Model Based On Frequent Episodes In Event Sequences doc
... Laxman, P Naldurg, R Sripada, and R Venkatesan Connections between mining frequent itemsets and learning generative models In Proceedings of the Seventh International Conference on Data Mining (ICDM ... engine could offer users a new interface a ordance (e.g., sort search results based on different meta-data), or search paradigm (e.g., engage in an instant messaging conversation with a domain ... requiring only one automaton per candidate episode All automata are initialized at the start of every sequence, Xi ∈ DY , and the automata make transitions whenever suitable events appear as we...
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Báo cáo khoa học: "A PREFERENCE MECHANISM BASED ON MULTIPLE CRITERIA RESOLUTION" ppt

Báo cáo khoa học:
... this framework, preference can only been decided on the basis of a number of criteria, and a preference mechanism is not based on a dichotomy between correct and wrong results, but on a scale of ... Correspondences: The notion of correspondence between (sub)trees is central topreference rules of the binary type A number of def'mitions of this concept can be envisaged: i The correspondence ... new SVD solution is computed It seems to us that two basic tendencies can be observed in the literature with respect to the treatment of preference On the one hand, preference is conceived of as...
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an incremental learning algorithm based on support vector domain classifier

an incremental learning algorithm based on support vector domain classifier
... character Conclusion In this paper we proposed an incremental learning algorithm based on support vector domain classifier (SVDC), and its key idea is to obtain the initial concept using standard SVDC, ... decision function: fk(x) =sgntRk -{K(x,x) +2 E a,y,K(x,X) -ZE a,ayjy,yjK(x,ix)} SVDC Incremental Learning Algorithm model~~~~~~ to 1, , lk) is Lagrangian multiplier optimization solution conditions, ... equation (14) we can see it is easy to return the last step of incremental earning without extra computation From the above analysis we can see only conduct a trifling modification on the standard...
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facial expression classification method based on pseudo-zernike moment and radial basis function network

facial expression classification method based on pseudo-zernike moment and radial basis function network
... Proposed method 98.33% VI CONCLUSIONS The performance of orthogonal pseudo Zernike moment invariant (PZMI) and radial basis function neural network (RBFN) in the facial expression classification system ... Neural Network Based Facial Expression Analysis using Gabor Wavelets,” World Academy of Science, Engineering and Technology 42, 2008 Daw-Tung Lin, Facial Expression Classification Using PCA and ... Company Hong-Bo Deng, Lian-Wen Jin, Li-Xin Zhen, Jian-Cheng Huang, “A New Facial Expression Recognition Method Based on Local Gabor Filter Bank and PCA plus LDA,”International Journal of Information...
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