automated approach for gpu based software acceleration

... λ is the strength of the lexical weight Phrase -Based SMT Via Pivot Language This section will introduce the method that performs phrase -based SMT for the language pair LfLe by using the two bilingual ... et al., 2004) Callison-Burch et al (2006) used pivot languages for paraphrase extraction to handle the unseen phrases for phrase -based SMT Borin (2000) and Wang et al (2006) used pivot languages ... morpho-syntactic information for translation between language pairs with scarce resources Vandeghinste et al (2006) used translation dictionaries and shallow analysis tools for translation between...

Ngày tải lên: 08/03/2014, 02:21

... functions, and sigmoid functions DIAGNOSIS APPROACH FOR GEARS BASED ON IMF AR MODEL AND SVM The following autoregressive model AR(m) could be established for each IMF component ci (t) in (7) [26]: ... Φ(x)·Φ(y) Figure 4: The flow chart of the proposed method (13) End is introduced to perform the transformation, the basic form of SVM can be obtained: l f (x) = sign αi yi K x, xi + b (14) i=1 Among ... processes, therefore the second IMF component c2 of x(t) c1 50 0 0.1 0.2 0.3 0.4 0.5 0.6 Time t (s) 0.7 0.8 0.9 c2 −50 c4 Figure 1: Acceleration vibration signal of a gear with a broken tooth c3 Acceleration...

Ngày tải lên: 21/06/2014, 22:20

... Statistical Analysis Methods for Chemists A Software -based Approach Statistical Analysis Methods for Chemists A Software -based Approach William P Gardiner Department of Mathematics, ... Inference Methods for Paired Sample Experiments 4.1 Hypothesis Test for Median Difference in Responses 4.2 Confidence Interval for Median Difference in Responses Inference for a CRD Based Experiment ... 6.4 Confidence Interval for Response Variability Inference Methods for Two Sample Experiments 7.1 Hypothesis Test for Difference in Mean Responses 7.2 Confidence Interval for Difference in Mean...

Ngày tải lên: 28/03/2016, 22:04

... supported in finding information, in decision-making, in dealing with all the formalities when filling in the application forms [4] In this context, Web academic advising system for learners is gaining ... personal study plan helps learner to schedule studies for his forthcoming year and it also stands as a tool for monitoring the progress of studies both for the learner and the universities By sharing ... need for manual input to the Learner Academic Advising System Knowledge -based academic advising system framework in adaptive credit -based learning environment This section proposes a framework based...

Ngày tải lên: 05/03/2014, 11:21

... extraction 184 Conclusion We have proposed an original approach to key phrase extraction It is a hybrid and incremental process for information searching for search engines and automatic answer systems ... extended The results obtained lay the foundation for further research in NLP for Vietnamese including text summarization, information retrieval, information extraction, etc References Bunescu, R., ... methodology for key phrase extraction This method combines a pattern -based method and a statistical learning method Both methods will complement each other to increase the expected performance of...

Ngày tải lên: 08/03/2014, 01:20

... NLP COACHING AnÊevidence -based approach for coaches,ÊleadersÊandÊindividuals SusieÊLinder-Pelz Publisher’s note Every possible effort has been made to ensure that the information contained in this ... CIP record for this book is available from the British Library Library of Congress Cataloging-in-Publication Data Linder-Pelz, Susie, 1948– NLP coaching : an evidence -based approach for coaches, ... neuroscience and psychology 62 58 vi CONTENTS Part An evidence -based approach to NLP coaching Best practice is evidence -based What does evidence -based mean? 67; Theories, principles and presuppositions...

Ngày tải lên: 17/03/2014, 17:20

... moschitt/Tree-Kernel.htm Table 2: Comparisons of our projection approach to heuristic and Wikipedia -based approaches Approach Heuristic -based Wikipedia -based Projection -based P 92.31 66.67 67.69 R 17.27 66.91 87.41 ... graph -based projection approach for relation extraction Graph Construction The most crucial factor in the success of graphbased learning approaches is how to construct a graph that is appropriate for ... systems It outperformed the heuristic -based system by 47.21 and the Wikipediabased system by 9.51 in the F-measure Conclusions This paper presented a novel graph -based projection approach for relation...

Ngày tải lên: 23/03/2014, 14:20

... it achieves better MT performance on the basis of the standard phrase -based model To prove it, we developed a hybrid approach which preserves the strength of phrase -based SMT in local reordering ... MT-2002 are merged to form our development set The training data for both reordering knowledge and translation table is the one for NIST MT-2005 The GIGAWORD corpus is used for training language ... system With the feature of syntax -based global reordering, a phrase -based decoder performs better even with respect to local reordering It is because syntaxbased reordering adds more weight to...

Ngày tải lên: 31/03/2014, 01:20

... the template -based approach, if the relevant templates are provided This is a very promising finding, suggesting that the template -based approach may provide most of the requested information We ... encouraging for both goals, particularly relative to their early maturity level, and reveal constructive evidence for the remaining room for improvement 2.1 Background Unsupervised Information ... normalized template form is based on the active form of the verb, stripped of the syntactic phenomena listed in Table Additionally, the relevant syntactic phenomena from Table were annotated for each template...

Ngày tải lên: 31/03/2014, 20:20

... as training set for tuning the hyperparameters for the model, namely the pseudocounts for the two Dirichlet priors that affects the topic mix assignment for each document By performing a grid ... the document Wang et al (2009) propose a Bayesian approach for summarization that does not use KL for reranking In their model, Bayesian Sentencebased Topic Models, every sentence in a document ... containing novel information if it is mixed with known information from collection A Another approach is to introduce specific features intended to capture the novelty in collection B For example, comparing...

Ngày tải lên: 31/03/2014, 20:20

... field of semantics for the automatic generation of the appropriate aspect forms In future we plan to treat aspect and tense by expressing them in a deep semantic representation This forces us to include ... translate simple German main clauses into Russian including the decision of appropriate aspect forms for simple and complex verbal groups We distinguish five different types of criteria all of them ... (pl~tzlich L e x k a i Information German Adverbial Semantics in every context denote non-resultative activities are always translated by a Russian verb in imperfective aspect form, e.g arbeiten 'to...

Ngày tải lên: 01/04/2014, 00:20

... ỉ ểề ì ì ể ì ệ ỉ ểềì ề ẹể é ấ ể ề ỉệ ề ẹể ề ỉ ề ẹể éỉ ỉ ìỉ é ỉệ ề ề éé é ểể ì é ểể ệ éì ỉ forehead forehead eyes eyes nose nose mouth mouth chin chin ệ ắẵ ề ì ề ềỉ í ìé ỉ ề ẹ é ỉệ ì è ệ ééể ... ề ì ểề ĩễ ệ ẹ ềỉ ééí Deformable ỉ ỉỉ ệ ẵ ì ề ểéểệ ề Eye Region Template ì ì ểề ề Constraints Yes Head Detection No Eye Detection Face Tracking Best Face Selection Foregroround Regions Video ... ì ìỉ ề é ì é ỉểề ỉ ề ỉ ệ ỉ ễ ểễé ì ỉ ểề ểệệ ìễểề ì ỉể ệ ểệ ềỉ ệỉ ề ệ ééí ệí ééí ặ éỉ Foreground Model Foreground Region Edge Detection and Skeletonization Initial Ellipse Centroid Estimation...

Ngày tải lên: 24/04/2014, 14:09

... http://jwcn.eurasipjournals.com/content/2011/1/32 outperform Leith-Clifford and Gibbs, especially for moderately connected topologies Performance of LeithClifford deteriorates compared with the gradient -based algorithms when ... proposed gradient ascent -based methods outperform benchmark algorithms amid high Figure Performance of the gradient ascent -based methods against Leith-Clifford and Gibbs for varying number of channels ... coloring approach is overly rigid for cognitive radio systems for two main reasons: (1) presence of primary users lead to variability of available colors for each secondary user, and therefore suggests...

Ngày tải lên: 21/06/2014, 02:20

... computation for the WirelessHD standard The algorithms in the literature aim for the fastest implementation on the GPU and they not take some features, for instance, memory transfer, into account For ... required for the WirelessHD standard CuFFT provides a set of standard FFT algorithms designed for the GPU A benchmarking program obtained on the NVIDIA CUDA forum was used to assess the performance ... such as matrix multiplication in implementing FFT on GPUs In [20], the authors presented algorithms for FFT computation based on a Stockham formulation Their algorithm attempts to optimize the...

Ngày tải lên: 21/06/2014, 17:20

... solutions [17–22] perform well for simple data management jobs such as aggregation, for which the quality depends only on the sample size However, this approach is suboptimal for applications where ... independently based on partial information (or a state space model using partial information) about the entire system The notion of partial information has several strong implications For example, ... reinforcing the pure rule with the highest steady state performance Such a rule may perform well in certain states, but poorly in other states, since transients are ignored in this approach for...

Ngày tải lên: 21/06/2014, 19:20

... [34] Thus, using fuzzy information, instead of statistical data (i.e., low-level parameters) for content -based semantic indexing improves the information retrieval performance as presented in ... available movies makes it difficult to a priori determine the right value for N Therefore, several experiments were performed for different values of N 12 EURASIP Journal on Image and Video Processing ... color ratios Meaningful symbolic/semantic color information is extracted from the statistical color information using a fuzzy representation approach which uses a priori knowledge from the animated...

Ngày tải lên: 22/06/2014, 00:20

... threshold method collectively based on the information from our sign database For the sky colour, sunny sky is very distinguished from cloudy and rainy skies On the other hand, for the cloudy or rainy ... that for each weather condition, CIECAM outperforms the other two spaces with correct segmentation rates of 94%, 90%, and 85%, respectively, for sunny, cloudy, and rainy conditions CIELUV performs ... This paper introduces a new colour -based approach for segmentation of traffic signs It utilises the application of CIE colour appearance model that is developed based on human perception The experimental...

Ngày tải lên: 22/06/2014, 06:20

... the ruleset for classification tasks For testing the ruleset trained using SAP-1 for classification of student performance, the SAP-2 dataset is used Data Driven FRBS—Steps Subsethood -Based Rule ... of academic performance evaluation Basic concepts of Fuzzy Rule -Based System demonstration Data Driven FRBS Subsethood -Based Rule Generation Algorithm (SBA) Weighted Subsethood -based Rule Generation ... transform crisp values into fuzzy values Step 3: Calculate fuzzy subsethood values Calculate fuzzy subsethood values for each linguistic term in each subgroup Step 4: Calculate weights for each...

Ngày tải lên: 01/07/2014, 12:35

... technology based tool for image analysis, with a polygonoriented segmentation process and a fuzzy logic based classification The polygon based segmentation takes into consideration that semantic information, ... stem form and stem surface parameter oriented classification, based on (iii) data base application as link between inventory and forest enterprise, including (iv) a marketoriented evaluation approach ... course of the project demanded for a clearly longer training and delivered still unsatisfactory results Fuzzy logic based approaches support dealing with diffuse criteria for the classification of objects...

Ngày tải lên: 07/08/2014, 16:20

... Bioinformatics 2011, 1:11 http://www.jclinbioinformatics.com/content/1/1/11 Information gain Information gain (relative entropy, or Kullback-Leibler divergence), in probability theory and information ... Cite this article as: Lee et al.: A filter -based feature selection approach for identifying potential biomarkers for lung cancer Journal of Clinical Bioinformatics 2011 1:11 Submit your next manuscript ... better performance for most classification algorithms This implies that the features selected by BMI are more useful for constructing accurate classifiers, which can provide a good basis for further...

Ngày tải lên: 10/08/2014, 09:22