... 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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... 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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... 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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... 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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... 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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... 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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... 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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... 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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... 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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... 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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... ** 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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... 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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... 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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... 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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... 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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