models and processes p 318
Báo cáo khoa học: Comparison of the inward- and outward-open homology models and ligand binding of human P-glycoprotein potx
... compilation ª 2009 FEBS I K Pajeva et al Comparison of open and closed models of human P- gp A C B D Fig The interaction panel of the ligand QZ59-SSS in the X-ray structure of mouse P- gp (PDB ... K Pajeva et al Comparison of open and closed models of human P- gp Acknowledgements I .P and M.W gratefully acknowledge the generous support by the Alexander von Humboldt Foundation, Germany I .P ... was performed by the ‘slow (most accurate)’ option for balance between speed and accuracy Analysis of the ligand interactions The X-ray complexes (mouse P- gp) and docked poses (human P- gp) of...
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Machines, cycles, and processes
... form a model text Group the sentences into foU( p arag rapbs Paragraph Paragraph Paragraph Paragraph 1: 2: 3: 4: Descr iptions contain general and specific st atements Specific statements contain ... put on passing exam Some people feel til I too much emphasis is put on passing exams, because pupils spend a large proportion of school time doing te sts rather than learning For example, children ... nd a job Developing reasons I n lELTS, opinions and rt'clSOl'l'i should be supported with 'examp les rrom your knowledge and experience ", Sentences a-c g ive three examples 10 support th e arg...
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Data Streams Models and Algorithms- P1
... Auto-regressive models and recursive least squares MUSCLES Tracking correlations and hidden variables: SPIRIT Putting SPIRIT to work Experimental case studies lease purchase PDF Split-Merge on www.verypdf.com ... discussed, and its application to data streams have been explored In addition, lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark 6 DATA STREAMS: MODELS AND ALGORITHMS the chapter ... Usage of duplicate-sensitivesketchesto allow result propagation to multiple parents providing fault tolerance The system is divided into levels during the query propagation phase Partial results...
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Data Streams Models and Algorithms- P2
... and exploration applications Performance Study and Experimental Results All of our experiments are conducted on a PC with Intel Pentium I11 processor and 12 MB memory, which runs Windows XP professional ... astronomical and geophysical applications [6]to real-time decision support in business and industrial applications [24,25] There are several potential scenarios for such applications For example, classification ... total of N points in the past horizon at current time Tc For each point pi, we find the centroid Cpi of its closest macro-cluster, and compute d(pi, Cpi), the distance between pi and C,, Then...
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Data Streams Models and Algorithms- P3
... ifsEP s.count + +; else P +{s)uP; sxount = 1; if \PI [l/(Oc)l c + +; // Count Eliminations foreach (p E P) p. count - -; if p. count = P ' - {PI; P foreach (p E P ) ifp.count < (NO - c) p ' - {PI; ... parameters p E P , and o E , g (p, o) returns the number of times p occurs in o The support of a pattern p E P in the dataset D is defined as lease purchase PDF Split-Merge on www.verypdf.com to ... Record Positive or Negative Covering Yes - I Possible Expansion 1- r 'Update Support and ' Crrnfielence - - - I Y eo - Figure 3.7 SCALLOP Process lease purchase PDF Split-Merge on www.verypdf.com...
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Tài liệu Data Streams Models and Algorithms- P4 doc
... Systems In Proceedings o the 2002 ACM Symposium on Principles o Database Systems (PODS 2002) (Invited Paper) f ACM Press, June 2002 [5] B Babcock, S Chaudhuri, and G Das Dynamic Sampling for Approximate ... Evolution and Change in Data Management: Issues and Directions ACM SIGMOD Record, 29(1): pp 21-25 [20] Roddick J F., Spiliopoulou M (1999) A Bibliography of Temporal, Spatial, and Spatio-Temporal ... Teng, Ming-Syan Chen, and Philip S Yu A regression-based temporal pattern mining scheme for data streams In VLDB, pages 93-104, 2003 lease purchase PDF Split-Merge on www.verypdf.com to remove this...
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Tài liệu Data Streams Models and Algorithms- P5 docx
... comparative costs for both popular-path and full-cubing approaches, and moreover, top4 cubing is inappropriate for incremental updating, we will not present this part of performance comparison Notice that ... answering with the popular-path-based stream cube First, we present an algorithm for computation of (initial) partially materialized stream cube by popular-path approach ALGORITHMl(Popular-path-based ... That is, the popular path approach computes and maintains a single popular aggregation path from m-layer to o-layer so that queries directly on those (layers) along the popular path can be answered...
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Tài liệu Data Streams Models and Algorithms- P6 pdf
... solution that places load shedders before all three operators A, B, and C with sampling rates pl, pa, and p3 respectively Since p1 p2 = 0.5 andplp3 = 0.8, we know that theratiop2 /p3 = 0.510.8 = ... operator C and change the sampling ratesfor the other two load shedders to be pi = PIP3 = 0.8 and pb = p2 /p3 = 0.625 This change does not afect the efective sampling rates, because pip; = plp2 ... equals Pa x = Pb, proving the claim B lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark 140 DATA STREAMS: MODELS AND ALGORITHMS Thus we guarantee that the prefix path probability...
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Tài liệu Data Streams Models and Algorithms- P7 ppt
... summarization Sampling Methods Sampling is a popular tool used for many applications, and has several advantages from an application perspective One advantage is that sampling is easy and efficient, and usually ... variety of applications Some examples of such applications are as follows: Approximate Query Estimation: The problem of query estimation is possibly the most widely used application of synopsis structures ... key properties of the pseudo-random number generation approach and the sketch representation are as follows: A given component the seed < can be generated in poly-logarithmic time from The dot-product...
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Tài liệu Data Streams Models and Algorithms- P8 doc
... major perspectives, depending on the purpose of join state management The first perspective assumes the single-pass stream processing model where output tuples can be produced only from the part ... unbounded inputs One complication is the possibility of producing duplicate output tuples XJoin pioneers the use of timestamp marking for detecting duplicates Timestamps record the period when a tuple ... [42] that optimizing the total processing cost is no longer appropriate with unbounded input However, instead of optimizing response time, they propose to optimize the processing cost per unit...
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Tài liệu Data Streams Models and Algorithms- P9 doc
... SIGMOD, pages 382-393,2002 [23] T Palpanas, M Vlachos, E Keogh, D Gunopulos, and W Truppel Online amnesic approximation of streaming time series In ICDE, pages 338-349, 2004 lease purchase PDF Split-Merge ... a processing time of ( f ff ) , where f and f' are constant for a specific application lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark 248 DATA STREAMS: MODELS AND ... can mathematically be expressed as where hk and h are low-pass reconstruction and decomposition filters respectively Note that the terms "approximation signal" and "approximation coefficients"...
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Tài liệu Data Streams Models and Algorithms- P10 docx
... approximation of time-series with amnesic functions They propose novel techniques suitable for streaming, and applicable to a wide range of user-specified approximating functions 15 propose parameter-free ... require space that grows linearly with respect to n, but in SPIRIT k is typically very small (k < n) and, in practice, SPIRIT requires less memory and time < per update than AR per stream More importantly, ... close to the principal directions computed with offline PCA lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark 276 DATA STREAMS: MODELS AND ALGORITHMS Exponential forgetting...
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Tài liệu Data Streams Models and Algorithms- P11 doc
... number of samples have been seen Their approach uses the Hoeffding inequality to converge to a sample size Jin and Agrawal revisit this problem and present solutions that speed up split point calculation ... techniques [46,47] In their proposed architecture, each node in the network participates in detection and response, and each is equipped with a local detection engine and a cooperative detection engine ... distributed stream mining Various application-specific approaches to outlier/anomaly detection have been proposed in the literature An approach [39] has been presented for distributed deviation...
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Tài liệu Data Streams Models and Algorithms- P12 ppt
... Workshop on Sensor Network Protocols and Applications, 2003 lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark Chapter 15 A SURVEY OF STREAM PROCESSING PROBLEMS AND TECHNIQUES ... tracking and topographic mapping Various improvements and application specific modificationshave been proposed recently based on the above query-tree framework suggested for data aggregation and query ... Sivakumar, and H Kargupta An approach to online bayesian learning from multiple data streams In Proceedings o the Workshop f on Ubiquitous Data Mining (5th European Conference on Principles and Practice...
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Tài liệu Data Streams Models and Algorithms- P13 docx
... Networks, 344 Partial Materialization of Stream Cube, 111 Placement of Load Shedders, 136 Popular Path, 103 Prefix Path Probability for Load Shedding, 138 Privacy Preserving Stream Mining, 26 Probabilistic ... Histograms, 196 lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark DATA STREAMS: MODELS AND ALGORITHMS Hoeffding Inequality, 46, 174 Hoeffding Trees, 46 HPSTREAM 22 Iceberg ... 256 Projected Stream clustering, 22 Pseudo-random number generation for sketches, 186 Punctuations for Stream Joins, 214 Pyramidal Time F m e , 12 Quantile Estimation, 198 Quantiles and Equi-depth...
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08 TAYLOR MODELS AND OTHER VALIDATED FUNCTIONAL INCLUDING METHOD MAKINO & m BERZ
... ã T2 = (P1 ã2 , I1ã2 ) where P1 ã2 is the part of the polynomial P1 ã P2 up to order n and I1ã2 = B(Pe ) + B (P1 ) ã I2 + B (P2 ) ã I1 + I1 ã I2 where Pe is the part of the polynomial P1 ã P2 of orders ... -8 -10 -1 9 3 9 pi/4+pi pi/4+2pi pi/4+3pi -12 -2 pi/4 c -14 pi/4 pi/4+pi pi/4+2pi pi/4+3pi c Figure 10: The behavior of f6 (x) over the domain x0 + [23 , 23 ] at the expansion points x0 = /4, ... series representation and their composition; but more about this approach below Complete code lists of the supported operations exits in [47] and [49], and a complete list of supported operations...
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Tài liệu 44 Speech Production Models and Their Digital Implementations ppt
... phase), quadrupoles (two dipoles in opposite phase), and higher-order representations The total power generated by a monopole source in free space is proportional to the fourth power of the particle ... simple geometries In the present application a rectangular aperture is appropriate If the length of the aperture is l, its width (corresponding to the opening between the folds) is w and its depth ... very complicated shape, and without some simplifications it would be very difficult to just specify the shape, let alone compute its acoustical properties Several models have been proposed to specify...
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Tài liệu SLEEP-RELATED BREATHING DISORDERS EXPERIMENTAL MODELS AND THERAPEUTIC POTENTIAL docx
... the past decade, several approaches have been developed based on spontaneously occurring and experimentally induced v vi Preface apnea and hypoxia in sleeping rodents, cats, dogs, sheep, and pigs ... sleep-related breathing disorders Parts Three and Four also emphasize the potential opportunities for developing improved diagnostic and therapeutic strategies using these experimental approaches ... of sleep on response to negative airway pressure of tensor palatini muscle and retropalatal airway J Appl Physiol 1993; 75:2117–2124 32 Wiegand, L., Zwillich, C W., and White, D P Sleep and the...
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