models and symmetric spaces
Báo cáo hóa học: " Research Article On Coincidence and Fixed-Point Theorems in Symmetric Spaces" ppt
Ngày tải lên :
21/06/2014, 23:20
... Point Theory and Applications We give another axiom for symmetric spaces and study their relationships in Section We give common fixed-point theorems of four mappings in symmetric spaces and give ... Point Theory and Applications Also in , the authors tried to extend the result of to symmetric spaces which satisfy axiom W3 Now, we will extend R P Pant and V Pant’s result to symmetric spaces which ... additional conditions H.E and C.C Theorem 3.4 Let X, d be a symmetric( semimetric) space that satisfies (H.E) and (C.C) and let A, B, S, and T be self-mappings of X such that AX ⊂ T X and BX ⊂ SX, the...
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Báo cáo toán học: "Invariant and coinvariant spaces for the algebra of symmetric polynomials in non-commuting variables" pps
Ngày tải lên :
08/08/2014, 12:23
... [g] denoting plethysm of f and g, and hi denoting the ith homogeneous symmetric function Recall that the plethysm f [g] of two symmetric functions is obtained by linear and multiplicative extension ... and Mike Zabrocki Invariants and coinvariants of the symmetric groups in noncommuting variables Canad J Math., 60(2):266–296, 2008 [3] Nantel Bergeron and Mike Zabrocki The Hopf algebras of symmetric ... symmetric functions and quasi -symmetric functions in non-commutative variables are free and co-free J Algebra Appl., 8(4):581–600, 2009 [4] George M Bergman and Paul M Cohn Symmetric elements...
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Data Streams Models and Algorithms- P1
Ngày tải lên :
08/11/2013, 02:15
... students and researchers It is hoped that this book will provide a reference to students, researchers and practitioners in both introducing the topic of data streams and understanding the practical and ... Dimensionality Reduction and Forecasting on Streams Spiros Papadimitriou, Jimeng Sun, and Christos Faloutsos Related work Principal component analysis (PCA) Auto-regressive models and recursive least ... researchers, the topics and content will be organized in such a way so as to present the most important models, algorithms, and applications in the data mining field in a structured and concise way In...
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Data Streams Models and Algorithms- P2
Ngày tải lên :
08/11/2013, 02:15
... environments with limited bandwidth such as sensor networks and handheld devices Thus knowledge structure representation is an important issue After extracting models and patterns locally from ... STREAMS: MODELS AND ALGORITHMS rn Tradeoff between Accuracy and Efficiency: The main tradeoff in data stream mining algorithms is between the accuracy of the output with regard to the application and ... remove this watermark 36 DATA STREAMS: MODELS AND ALGORITHMS Discussion In this paper, we have discussed effective and efficient methods for clustering and classification of data streams The...
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Data Streams Models and Algorithms- P3
Ngày tải lên :
08/11/2013, 02:15
... STREAMS: MODELS AND ALGORITHMS On Demand Classification Aggarwal et al have adopted the idea of micro-clusters introduced in CluStream [2] in On-Demand classification in [3] The on-demand classification ... Demand Classification of Data Streams, Proc 2004 Int Con$ on Knowledge Discovery and Data Mining (KDD '04), Seattle, WA [4] Babcock B., Babu S., Datar M., Motwani R., and Widom J (2002) Models and ... Holder and Diane Cook, Springer Verlag, to appear lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark 58 DATA STREAMS: MODELS AND ALGORITHMS [15] Gama J., Rocha R and Medas...
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Tài liệu Data Streams Models and Algorithms- P4 doc
Ngày tải lên :
15/12/2013, 13:15
... and whose counts are less than An item whose counts exceeds is called Hierarchy Heavy Hitter (HHH), and we want to find all HHHs in a data stream They have presented both deterministic and randomized ... Shinji Kawasoe, and Setsuo Arikawa Online algorithms for mining semi-structured data stream In ICDM, pages 27-34,2002 [4] B Babcock, S Babu, M Datar, R Motwani, and J Widom Models and f Issues in ... time was reversed and the data stream arrived in reverse order, starting at t ht and ending at t Examples of the forward and reverse density profiles are illustrated in Figures 5.1 and 5.2 respectively...
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Tài liệu Data Streams Models and Algorithms- P5 docx
Ngày tải lên :
15/12/2013, 13:15
... response, and both space and time are critical in processing, we examine both time and space consumption In our study, besides presenting the total time and memory taken to compute and store ... ,XN be N random variables, such that 1.1 each random variable X j takes the value vj/P with probability P and the value zero otherwise Let & be the sum of these random variables and let A~ = ... logarithmic and progressive logarithmic models discussed above, we have assumed that the base is Similar rules can be applied to any base a , where a is an integer and a > The tilted time models shown...
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Tài liệu Data Streams Models and Algorithms- P6 pdf
Ngày tải lên :
15/12/2013, 13:15
... data elements at a given time instant and window size refers to N 0.1 Motivation and Road Map Our aim is to develop algorithms for maintaining statistics and models that use space sublinear in ... studied by Das, Gehrke and Riedwald [6] and Kang, Naughton and Viglas [16] This further motivates the need to maintain various statistics over sliding windows, using small space and update time This ... makes On the other hand, a Monte Carlo algorithm is a randomized algorithm >A lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark 158 DATA STREAMS: MODELS AND ALGORITHMS that...
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Tài liệu Data Streams Models and Algorithms- P7 ppt
Ngày tải lên :
15/12/2013, 13:15
... watermark 174 DATA STREAMS: MODELS AND ALGORITHMS The Chernoff bound [14] applies when X is the sum of several independent and identical Bernoulli random variables, and has a lower tail bound ... to remove this watermark DATA STREAMS: MODELS AND ALGORITHMS the wavelet coefficient definition i.e half the difference between the left hand and right hand side of the time series While this ... point with each of these random vectors Each component of the k random vectors is drawn from the normal distribution with zero mean and unit variance In addition, the random vector is normalized...
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Tài liệu Data Streams Models and Algorithms- P8 doc
Ngày tải lên :
15/12/2013, 13:15
... watermark 212 DATA STREAMS: MODELS AND ALGORITHMS duration w, we simply regard the stream join between S 1and S2as a relational join view over append-only bags S 1and S2with an extra "window join ... sensors, which is slower and less reliable The resulting distribution has a higher variance and looser bounds, and lags slightly behind that of S1 To correlate measurements from S1 and S2by time, we ... tuples sl and s2, SI'S ECB dominates S ~ ' SECB if and only if b(sl) b(s2) Therefore, + lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark DATA STREAMS: MODELS AND ALGORITHMS...
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Tài liệu Data Streams Models and Algorithms- P9 doc
Ngày tải lên :
15/12/2013, 13:15
... STREAMS :MODELS AND ALGORITHMS Introduction Raw stream data, such as faults and alarms generatedby network traffic monitors and log records generated by web servers, are almost always at low level and ... Keogh and T Folias Time Series Data Mining Archive In http://www.cs.ucr:edu/"eamonn/TSDMA, 2002 [I 91 Y Law, H Wang, and C Zaniolo Query languages and data models for database sequences and data ... models such as stochastic models and multivariate regression enable capturing intra-sensor and inter-sensor dependencies in order to model sensor network data accurately Such models can be used in...
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Tài liệu Data Streams Models and Algorithms- P10 docx
Ngày tải lên :
15/12/2013, 13:15
... most streams exhibit a slow dip and then ascent (e.g., see 2, and and, to a lesser extent, 3, and 8) However, a number of them start fluctuating more quickly and violently when the second hidden ... a succinct summary to the user, they can help to fast forecasting and detect outliers, and they facilitate interpolations and handling of missing values, as we discuss later The rest of the chapter ... related work, on data streams and stream mining Section and overview some of the background Section describes our method and Section shows how its output can be interpreted and immediately utilized,...
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Tài liệu Data Streams Models and Algorithms- P11 doc
Ngày tải lên :
15/12/2013, 13:15
... watermark 306 DATA STREAMS: MODELS AND ALGORITHMS [25] H Kargupta, R Bhargava, K Liu, M Powers, P Blair, S Bushra, J Dull, K Sarkar, M Klein, M Vasa, and D Handy Vedas: A mobile and distributed data ... Pi and Pj (calculated from Xij and Xj,i) Xi\ : the kept knowledge of Pi and Pj (calculated from Xi and Xirli) Initially Xi is initialized to Sit.The first time a data is exchanged between Pi and ... remove this watermark 304 DATA STREAMS: MODELS AND ALGORITHMS that can be efficiently maintained in a distributed and incremental setting should be designed and then specific solutions that use...
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Tài liệu Data Streams Models and Algorithms- P12 ppt
Ngày tải lên :
15/12/2013, 13:15
... 5, 10, 15, 16,22,23,24,30, and 31 are in site A Nodes 2,6,7, 11, 17,18,25,26, and 32 are in site B Nodes 3,8, 12, 19,20, and 27 are in site C Nodes 4,9, 13, 14,21, 28, and 29 are in site D A dataset ... Babcock, S Babu, M Datar, R Motwani, and J Widom Models and issues in data stream systems In I n Principles o Database Systems f (PODS '02), 2002 [5] B Babcock and C Olston Distributed top-k monitoring ... watermark 330 DATA STREAMS: MODELS AND RCGORITHMS [lo] P Gibbons and S Tirthapura Estimating simple functions on the union of data streams In ACM Symposium on Parallel Algorithms and Architectures, 200...
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Tài liệu Data Streams Models and Algorithms- P13 docx
Ngày tải lên :
15/12/2013, 13:15
... 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 Cubing ... 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 Histograms, ... in Sensor Networks, 337 Query Processing with Wavelets, 181 Querying Data Streams, 238 Random Projection and Sketches, 184 Relational Join View, 11 Relative Error Histogram Construction, 198 Reservoir...
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08 TAYLOR MODELS AND OTHER VALIDATED FUNCTIONAL INCLUDING METHOD MAKINO & m BERZ
Ngày tải lên :
12/01/2014, 21:47
... ) and (Pg,h , Ig,h ) be n-th order Taylor models for f and g around xh on xh + [h, h]v D Let the remainder bounds If,h and Ig,h satisfy If,h = O(hn+1 ) and Ig,h = O(hn+1 ) Then the Taylor models ... models (Pf +g , If +g,h ) and (Pf ãg , If ãg,h ) for the sum and products of f and g obtained via addition and multiplication of Taylor models satisfy If +g,h = O(hn+1 ), and If ãg,h = O(hn+1 ) ... arithmetic Addition Addition of two Taylor models T (1) and T (2) with coef(1) (2) (1) (1) (2) (2) cients and aj , coding integers (ni,1 , ni,2 ) and (nj,1 , nj,2 ), and remainder bounds I1 , I2 , respectively,...
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Tài liệu Positive and Negative Spaces doc
Ngày tải lên :
21/01/2014, 08:20
... of positive and negative spaces allows you to find and subsequently draw an outline of any drawing subject Positive space is the space in a drawing that is occupied by an object and/ or its various ... body (B) ILLUSTRATION 01-O3 SEEING LINES BETWEEN SPACES The discussion and illustrations in this section focus on using both positive and negative spaces to render a contour drawing of this cartoon ... bhoddinott@hoddinott.com Web sites http://www.finearteducation.com and http://www.drawspace.com Positive and negative spaces assume distinctive shapes, and fit together like pieces of a puzzle Think of the...
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Tài liệu 44 Speech Production Models and Their Digital Implementations ppt
Ngày tải lên :
22/01/2014, 12:20
... Tgv Ug , and the pressure at the velum is Pv = Zv Uv Once Pv and Uv are known, the volume velocity and/ or pressure at the nostrils and lips can be computed by inverting the matrices Kvn and Kvt ... observed phenomenon that the fricatives th and f (and the corresponding voiced dh and v) are weak compared to the fricatives s and sh The teeth (upper for s and lower for sh) provide the obstacle ... Production Models and Their Digital Implementations 44.1 Introduction Speech Sounds • Speech Displays 44.2 Geometry of the Vocal and Nasal Tracts 44.3 Acoustical Properties of the Vocal and Nasal...
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Tài liệu SLEEP-RELATED BREATHING DISORDERS EXPERIMENTAL MODELS AND THERAPEUTIC POTENTIAL docx
Ngày tải lên :
14/02/2014, 17:20
... Zapol and K J Falke 25 Gas Mixing and Distribution in the Lung, edited by L A Engel and M Paiva 26 High-Frequency Ventilation in Intensive Care and During Surgery, edited by G Carlon and W S Howland ... Roussos and P T Macklem 30 The Pleura in Health and Disease, edited by J Chrétien, J Bignon, and A Hirsch 31 Drug Therapy for Asthma: Research and Clinical Practice, edited by J W Jenne and S Murphy ... P D Walzer 70 Fluid and Solute Transport in the Airspaces of the Lungs, edited by R M Effros and H K Chang 71 Sleep and Breathing: Second Edition, edited by N A Saunders and C E Sullivan 72 Airway...
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