models and algorithms for ensuring efficient performance of sensor networks

Báo cáo sinh học: "Efficient algorithms for training the parameters of hidden Markov models using stochastic expectation maximization (EM) training and Viterbi training" potx

Báo cáo sinh học: "Efficient algorithms for training the parameters of hidden Markov models using stochastic expectation maximization (EM) training and Viterbi training" potx

Ngày tải lên : 12/08/2014, 17:20
... Performance for the CpG island model The average performance as function of the number of iterations for each training algorithm The performance is defined as the product of the sensitivity and ... 120 135 150 number of iterations Figure Performance for the dishonest casino The average performance as function of the number of iterations for each training algorithm The performance is defined ... text for more details 15 30 45 60 75 90 105 120 135 150 number of iterations Figure Performance for the extended dishonest casino The average performance as function of the number of iterations for...
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Báo cáo hóa học: "Research Article Adaptive Kernel Canonical Correlation Analysis Algorithms for Nonparametric Identification of Wiener and Hammerstein Systems" potx

Báo cáo hóa học: "Research Article Adaptive Kernel Canonical Correlation Analysis Algorithms for Nonparametric Identification of Wiener and Hammerstein Systems" potx

Ngày tải lên : 21/06/2014, 22:20
... the used Wiener system and, therefore, also obtains good performance 5.2 Online identification In a second set of simulations, we compare the identification performance of the three adaptive kernel ... online context For each resulting type of kernel RLS, the update of the solution is discussed and a formula to obtain a new output estimate is given, both of which are necessary for online operation ... points are available beforehand The Wiener system used for this setup consists of the static linear channel from [10] representing an FIR bandpass filter of 17 taps (see Figure 4) and a static nonlinearity...
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Developing an integrated quantity and quality approach for improving the performance of multistage manufacturing systems

Developing an integrated quantity and quality approach for improving the performance of multistage manufacturing systems

Ngày tải lên : 09/09/2015, 17:58
... control of manufacturing systems for simultaneously improving performance measures Therefore, this thesis proposes an integrated quantity and quality approach for performance analysis of multistage ... model is formulated for performance evaluation of such systems and subsequently used to determine the best sampling plans for improving system performance In Chapter 4, an integrated quantity and ... L L The effect of varying sampling fractions f1 and f2 on system performance 45 3.8 The effect of varying clearance numbers cg and cg on system performance 46 3.9 Decomposition of multistage systems...
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Developing critical capacities for the efficient use of public investments in infrastructure to support trade and economic development in vietnam

Developing critical capacities for the efficient use of public investments in infrastructure to support trade and economic development in vietnam

Ngày tải lên : 10/09/2015, 09:01
... Ministry of Construction MoF Ministry of Finance MoIC Ministry of Information and Communications MoIT Ministry of Industry and Trade MoT Ministry of Transport MPI Ministry of Planning and Investment ... the effects of these constraints, and illuminating the potential scope for reform in policy and planning for infrastructure development ix   List of Figures  Figure 2.1 The evolution of development ... in legal and institutional framework for trading activities and related policies of Vietnam since Doi Moi 109  Table 6.2 Comparison of quality of overall infrastructure of Vietnam and some...
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New models and algorithm for de novo peptide sequencing of multi charge MS MS spectra

New models and algorithm for de novo peptide sequencing of multi charge MS MS spectra

Ngày tải lên : 10/09/2015, 15:50
... Before and After Post-Processing for ISB Result Comparing Before and After Post-Processing for Top-1 ISB2 Result Comparing Before and After Post-Processing for Top-1 GPM Result Ranking of ... of Pep-3 Candidate for ISB Data Ranking of Pep-3 Candidate for ISB2 Data Ranking of Pep-3 Candidate for GPM Data 7.1 7.2 7.3 7.4 7.5 7.6 % of Predictions ... Correct tags of Length ≥ x for ISB Data % of Predictions with Correct tags of Length ≥ x for ISB2 Data % of Predictions with Correct tags of Length ≥ x for GPM Data Comparison of Sensitivity...
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Analysis of the supply chain design and planning issues models and algorithms

Analysis of the supply chain design and planning issues models and algorithms

Ngày tải lên : 12/09/2015, 08:18
... the models and algorithms of SCNE models and competitive facility location problems, while the review of global supply chain focuses on the models and algorithms for global supply chain design and ... Scenario of standard deviation of normal distribution for the stochastic demand in each sub-period at each demand market 104 Table 5.22 Scenario of standard deviation of normal distribution for ... the research of domestic supply chain design and planning focuses on the models, algorithms and the application of SCNE models With reference to the application of SCNE models, SCNE models was...
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Design and analysis of algorithms for solving a class of routing shop scheduling problems

Design and analysis of algorithms for solving a class of routing shop scheduling problems

Ngày tải lên : 14/09/2015, 14:07
... The objectives of scheduling problems are divided into two classes, namely, regular measures of performance and non-regular measures of performance For the regular measures of performance, the ... DESIGN AND ANALYSIS OF ALGORITHMS FOR SOLVING A CLASS OF ROUTING SHOP SCHEDULING PROBLEMS LIU SHUBIN (M.Eng NUS) A THESIS SUBMITTED FOR THE DEGREE OF DOCTOR OF PHILOSOPHY DEPARTMENT OF INDUSTRIAL ... time of all jobs The problem of minimizing makespan is one of the simplest machine scheduling problems and polynomial algorithms are available for some of these problems Problem | r j | C max For...
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A kaleidoscope of models and strategies for teaching english to speekers of other languages by de

A kaleidoscope of models and strategies for teaching english to speekers of other languages by de

Ngày tải lên : 27/07/2016, 16:20
... Kaleidoscope of Models and Strategies for Teaching English to Speakers of Other Languages A Kaleidoscope of Models and Strategies for Teaching English to Speakers of Other Languages Deborah L Norland, ... examples of commands; the role of the audio-motor unit of commands inclusive of the natural language approach; the application of jazz chants, music, and poetry; storytelling, drama, and games; and ... functional point of view as opposed to categorizing grammar formally From A Kaleidoscope of Models and Strategies for Teaching English to Speakers of Other Languages by Deborah L Norland, Ph.D and Terry...
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Essential tools for organizational performance tools, models and approaches for managers and consultants

Essential tools for organizational performance tools, models and approaches for managers and consultants

Ngày tải lên : 18/11/2016, 11:26
... ESSENTIAL TOOLS FOR ORGANIZATIONAL PERFORMANCE Tools, Models and Approaches for Managers and Consultants Simon A Burtonshaw-Gunn and Malik G Salameh ESSENTIAL TOOLS FOR ORGANIZATIONAL PERFORMANCE ESSENTIAL ... MANAGEMENT CHANGE MANAGEMENT AND ORGANIZATIONAL DEVELOPMENT 17 PEOPLE-FOCUSED PERFORMANCE MANAGEMENT 51 KNOWLEDGE MANAGEMENT AND PERFORMANCE 79 ORGANIZATIONAL DEVELOPMENT AND PERFORMANCE THROUGH COLLABORATIVE ... develop, install and maintain processes with the objective of reducing waste and hence increasing industrial output and performance One of the models that can be used to compare and contrast similar...
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Grammar And Usage For Better Writing - Review of Verbs, Nouns, and Pronouns

Grammar And Usage For Better Writing - Review of Verbs, Nouns, and Pronouns

Ngày tải lên : 23/10/2013, 13:20
... housewife—housewives (See Rule 4, page 30.) REVIEW OF VERBS, NOUNS, AND PRONOUNS 63 EXERCISE For each singular noun below, write (a) the plural and (b) the letter of the rule for forming that plural Take your rule ... be tricky, too They change form depending on how they are used—as singular, plural, or possessive nouns On the next page is a summary of the rules for forming plurals of nouns 62 PA R T S O F S ... Ring but lost it before he could accomplish his goal 5Through odd twists of circumstances, the ring comes to a hobbit called Frodo Baggins 6He and some friends form the Fellowship and begin a journey...
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Data Streams Models and Algorithms- P1

Data Streams Models and Algorithms- P1

Ngày tải lên : 08/11/2013, 02:15
... probabilities for the networks Bol( k ) and Bb, for three nodes (right) KL distance between the conditional probabilities for the networks Bol( k ) and Bb, for three nodes An instance of dynamic ... model of the measurements from sensors S1 and S2 (b) The marginal distribution of the values of sensor S1, given S2: New observations from one sensor is used to estimate theposterior density of ... an overview of a number of stream mining issues in the context of sensor networks This topic is closely related to distributed stream mining, and a number of concepts related to sensor mining...
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Data Streams Models and Algorithms- P2

Data Streams Models and Algorithms- P2

Ngày tải lên : 08/11/2013, 02:15
... 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 ... 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 techniques ... needs to be performed both for the clustering and classificiation algorithms with minor differences Therefore, we present the results for the case of clustering By setting the number of micro-clusters...
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Data Streams Models and Algorithms- P3

Data Streams Models and Algorithms- P3

Ngày tải lên : 08/11/2013, 02:15
... set of test instances could arrive in the form of a data stream and can be classified efficiently on demand At the same time, the summary statistics (and therefore training model) can be efficiently ... algorithm runs out of memory This results in a number of issues related to effective maintenance of the tree Efficiency and Accuracy: This is an inherent characteristic of all data stream algorithms ... reduction of 37% of the sample size by using the proposed method lease purchase PDF Split-Merge on www.verypdf.com to remove this watermark 48 4.3 DATA STREAMS: MODELS AND ALGORITHMS On Demand Classification...
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Tài liệu Data Streams Models and Algorithms- P4 doc

Tài liệu Data Streams Models and Algorithms- P4 doc

Ngày tải lên : 15/12/2013, 13:15
... the gradual formation and dissolution of different communities of interaction In such cases, a user may wish to perform repeated exploratory querying of the data for different kinds of user-defined ... existing data mining models and algorithms Rather, it is necessary to tailor the algorithms appropriately to each task The algorithms discussed in [5,7] discuss methods for clustering and classification ... the forward time slice density if we assumed that 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...
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Tài liệu Data Streams Models and Algorithms- P5 docx

Tài liệu Data Streams Models and Algorithms- P5 docx

Ngày tải lên : 15/12/2013, 13:15
... sum -of- squares of the aggregate values of tuples that it processes, allowing the estimation of the mean and standard deviation of the values of the attribute being summed As stream arrival rate and data ... dimensions, {Dql, ,Dqk) The set of relevant dimensions, D,, is the union of the sets of instantiated dimensions and the inquired dimensions For maximal use of the precomputed information available in ... beforehand, which does not fit the single-scan and dynamic nature of data streams Recently, there have been intensive studies on the management and querying of stream data ([8, 17, 18, 16]), and...
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Tài liệu Data Streams Models and Algorithms- P6 pdf

Tài liệu Data Streams Models and Algorithms- P6 pdf

Ngày tải lên : 15/12/2013, 13:15
... {I,2,4, ,2m'}, for some m' < m and m' log ? For every + + bucket size other than the size of thefirst and last bucket, there are at most and at least $ buckets of that size For the size of thefirst ... solution for binary joins and show that for an m-relation join, they show that the static problem is NP-hard For the offline case of join between two streams, where the arrival order of tuples ... form of histogram that avoids these problems by using a set of well-structured and nonuniform bucket sizes It is called the Exponential Histogram (EH) for reasons that will be clear later Before...
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Tài liệu Data Streams Models and Algorithms- P7 ppt

Tài liệu Data Streams Models and Algorithms- P7 ppt

Ngày tải lên : 15/12/2013, 13:15
... 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 choice of coefficient is optimal for ... hand and right hand side of the basis vectors Thus, the problem is only one of picking the best B coefficients out of these pre-defined set of coefficients While this is an intuitive method for ... of inequality often used in stream mining is the Hoeffding inequality In this inequality, we bound the sum of k independent bounded random variables For example, for a set of k independent random...
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Tài liệu Data Streams Models and Algorithms- P8 doc

Tài liệu Data Streams Models and Algorithms- P8 doc

Ngày tải lên : 15/12/2013, 13:15
... watermark DATA STREAMS: MODELS AND ALGORITHMS the dom-test basically yields PROB, and provides a proof of its optimality The case of sliding-windowjoins is considerably more complex, and as discussed ... advantages of sorting-based algorithms over hashing-bashed algorithms, including in particular the ability to handle non-equality joins A more thorough performance comparison between PMJ and XJoin for ... related research areas and proposing some directions for future research Model and Semantics Basic Model and Semantics A stream is an unbounded sequence of stream tuples of the form (s,t) ordered...
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Tài liệu Data Streams Models and Algorithms- P9 doc

Tài liệu Data Streams Models and Algorithms- P9 doc

Ngày tải lên : 15/12/2013, 13:15
... orthogonal transformations, such as discrete wavelet transform (DWT) and discrete fourier transform (DFT), and (3) piecewise linear approximations Normalization is performed in case of DWT, DFT, and linear ... than f (e.g., f' is 2f for Haar wavelets) The MBR B approximates the coefficients at level j - 1for x First compute the coefficients for each one of the 2ff corners of B , and find the tightest ... measurements from a number of sensors Only if a certain number of these sensors signify an alarm and a consensus is reached, a drill-down analysis is performed to collect more information and take affirmative...
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Tài liệu Data Streams Models and Algorithms- P10 docx

Tài liệu Data Streams Models and Algorithms- P10 docx

Ngày tải lên : 15/12/2013, 13:15
... between 95% and 98% of the energy of xt Algorithm SPIRIT Initialise k t 1and the total energy estimates of xt and k t per time tick to E + and El O Then, As each new point arrives, update wi, for i ... temperature sensor scenario) (iii) It scales up extremely well, both on database size (i.e., number of time ticks t), and on the number n of streams Therefore it is suitable for a large number of sensors ... to these is the work of 4, which uses a different formulation of linear correlations and focuses on compressing historical data, mainly for power conservation in sensor networks MUSCLES (24)...
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