a model directed approach p 217
Báo cáo hóa học: "Research Article A Model-Based Approach to Constructing Music Similarity Functions" potx
... metadata labels applied by human annotators Labels can only be applied to known examples, so novel music cannot be analyzed until it has been annotated Labels that are applied by a single annotator ... learning model which learns to “perceive” or predict the label or labels applied to the examples At application time, a novel audio example is parameterized and passed to the model, which calculates ... mean and variance vectors is used to train the classification models The Marsyas [16] software package, a free software framework for the rapid deployment and evaluation of computer audition applications,...
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Using a model-based approach to teach English writing to 10th graders in Ba Dinh high school, Nga Son, Thanh Hoa = Sử dụng bài viết mẫu để dạy viết tiếng Anh ch
... namely: The Controlled-to-Free Approach, The Free-Writing Approach, The Paragraph-Pattern Approach, The Grammar-Syntax-Organization Approach, The Communicative Approach, and The Process Approach ... concern for accuracy and form has very likely negative effect on learner‘s grammar competence in writing 1.2.3 The Paragraph-Pattern Approach As the name suggests, the paragraph-pattern approach stresses ... Grammar-Syntax-Organization Approach This approach is, in fact, an extension of the paragraph-pattern one; it focuses on simultaneous work more than on organization of an essay only Teachers adopting this approach draw...
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A model driven approach to imbalanced data learning
... approaches have been shown to be equivalent to data sampling approaches Some other approaches make additional assumptions For example, a popular approach is cost xi sensitive learning which assigns ... level approaches Most data sampling approaches are ad-hoc and the exact mechanisms of how they improve prediction performance are not clear For example, random sampling generates duplicate samples ... generally categorized into two types – algorithm level approaches and data level approaches Algorithm level approaches either alter the existing machine learning approaches or create new algorithms...
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Tool condition monitoring for ball nose milling a model based approach
... the rake face and flank face, plastic deformation at shear zone, crack formation and propagation, impact of chip at workpiece and chip breakage AE signals are mostly used to detect tool breakage ... wear modeling in literature was mainly initiated by two researchers, Taylor and Merchant Taylor’s modeling approach is based on empirical or experimental analysis A typical example is the famous ... (various neural networks for classification and regression models), and statistical approaches These approaches generally assumed that the tool wear is uniform and the machining parameters are...
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Tài liệu CHAPTER TwENTY ONE A BIOLOGICAL APPROACH TO A MODEL OF AESTHETIC ExPERIENCE OSHIN VARTANIAN AND MARcos NADAL pdf
... ugly pictures, beautiful pictures activated a Wide A Biological Approach to a Model of Aesthetic Experience 438 439 Chapter Twenty One network of areas including the occipital, parietal, and frontal ... that are more fu prototypical (Martindale & Moore, 1988) However, we also know that what is deemed prototypical depends in part on personal expenence Essenllally, at thIS stage people compare ... A Biological Approach to a Model of Aesthetic Experience 430 431 Chapter Twenty One flow has certain temporal characteristics associated with it This feature allows one to test the temporal...
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Báo cáo khoa học: "A Nonparametric Bayesian Approach to Acoustic Model Discovery" docx
... Our model is inspired by previous applications of nonparametric Bayesian models to segmentation problems in NLP and speaker diarization (Goldwater, 2009; Fox et al., 2011); particularly, we adapt ... by statistical methods Proceedings of the IEEE, 64:532 – 556 Sawit Kasuriya, Virach Sornlertlamvanich, Patcharika Cotsomrong, Supphanat Kanokphara, and Nattanun Thatphithakkul 2003 Thai speech ... Michael I Jordan, and Alan S Willsky 2011 A sticky HDP-HMM with application to speaker diarization Annals of Applied Statistics Alvin Garcia and Herbert Gish 2006 Keyword spotting of arbitrary...
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Báo cáo Y học: A model for recognition of polychlorinated dibenzo-p-dioxins by the aryl hydrocarbon receptor docx
... At the entrance of the FixL ligand cavity, Arg220, that binds a heme propionate group, is replaced by Thr in all AhR (Thr343 in mAhR), except for human AhR and AhR-1C.E that have isoleucine and ... isolated domain PYP has been previously proposed as an appropriate structural template for AhR, but our analysis of the recently determined structures of the FixL and the HERG PAS domains strongly ... signal transduction Proc Natl Acad Sci USA 95, 15177±15182 13 Altschul, S.F., Madden, T.L., Schaer, A. A., Zhang, J., Zhang, Z., È Miller, W & Lipman, D.J (1997) Gapped BLAST and PSIBLAST: a new...
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Báo cáo khoa học: "a Topic-Model based approach for update summarization" potx
... 2004) are common techniques for approximate inference in Bayesian models They offer different advantages: the variational approach is arguably faster computationally, but the Gibbs sampling approach ... or the overall responsiveness To evaluate such aspects, a manual evaluation is required A fairly standard approach for manual evaluation is through pairwise comparison (Haghighi and Vanderwende, ... model parameters of D UAL S UM for a given dataset Collapsed Gibbs sampling is a particular case of Markov Chain Monte Carlo (MCMC) that involves repeatedly sampling a topic assignment for each...
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thesis-a hidden markov model based approach for face detection and recognition
... Training Training Face Face Pattern Pattern Video Sequence recognized YES Face Tracking NO Detection "Best Face" over time Faces Face Recognition new face Background Pattern Background Adaptation ... ề Head Region Eye Connected Segmentation of low intensity pixels Filtering Analysis ệ Filtering Based on Anthropological Measures Region Size Component è í ỉ ỉ ểề éể Position ệ ẹ Wface-up b ... Foreground Model Foreground Region Edge Detection and Skeletonization Initial Ellipse Centroid Estimation Error NO Computation Ellipse Convergence YES Parameters Test Centroid Reestimation ệ ỉể...
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Báo cáo toán học: " Influence of different flow conditions on the occurrence and behavior of potentially hazardous organic xenobiotics in the influent and effluent of a municipal sewage treatment plant in Germany: an effect-directed approach" pot
... total wastewater (liquid and particulate phases) might be higher than that reported in this paper Pharmaceuticals and PAHs The selection of the analyzed organic wastewater pollutants was based ... (Supelco Visiprep Chemical analysis Fraction was analyzed for the 16 PAH priority pollutants (ΣPAHs; except for naphthalene) listed by US EPA with an HP 5890 Series II gas chromatograph coupled ... standards (≥98.00%) of diclofenac, carbamazepine, and PAH-Mix 25 (containing 16 Environmental Protection Agency [EPA] PAHs) as well as the isotopically labeled compounds used as surrogate standards...
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Báo cáo hóa học: " Research Article A Fault Diagnosis Approach for Gears Based on IMF AR Model and SVM" pot
... real-world applications [20–23] They are based on statistical learning theories that are of specialties for a smaller sample number and have better generalization than ANNs and guarantee that ... teeth approach based on IMF AR model and SVM can be applied to classify the gear working conditions and fault patterns effectively and accurately even in case of smaller number of samples, which accordingly ... mechanism However, AR model can only be applied to stationary signals, while the gear fault vibration signals always display nonstationary behavior To target this problem, in this paper before AR...
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Báo cáo khoa hoc:" A quasi-score approach to the analysis of ordered categorical data via a mixed heteroskedastic threshold model" pdf
... quasi-likelihood procedure turns out to be a natural alternative to the MAP approach proposed by Foulley and Gianola !8! The main advantage of the MAP approach lies in both its conceptual and computational ... quasi-score approach of Me Cullagh and Nelder [30] which only requires the mean and variance of the data distribution In particular, an appealing version of the quasi-score approach for computing ... J.L., San Cristobal M., Gianola D., Im S., Marginal likelihood and Bayesian approaches to the analysis of heterogeneous residual variances in mixed linear Gaussian models, Comput Stat Data Anal 13...
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Báo cáo y học: "A social marketing approach to implementing evidence-based practice in VHA QUERI: the TIDES depression collaborative care model" docx
... national dissemination plan relate to marketing, and progress toward each can be measured: Develop a TIDES marketing plan Keep key national stakeholders apprised of TIDES expansion progress Page ... early sites also can be recruited as marketing representatives to support implementation at subsequent sites The social marketing approach appears applicable to almost any evidence-based intervention, ... social marketing approach to promote the TIDES collaborative depression care model in VHA Once the first-generation TIDES sites had developed and demonstrated a safe, acceptable, VHA-adapted...
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Báo cáo y học: " A validity-driven approach to the understanding of the personal and societal burden of low back pain: development of a conceptual and measurement model" doc
... an Australian National Health and Medical Research Council Practitioner Fellowship and RO is supported in part by an Australian National Health and Medical Research Council Population Health Career ... formalized in advance, as a comprehensive approach to instrument development Materials and methods Study design and participants A grounded approach to conceptualization and the identification ... interpretations and applications that are validated To maximize the likelihood of producing valid data in relation to a range of possible interpretations and applications of a tool, there are...
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Báo cáo y học: "Molecular model of the outward facing state of the human P-glycoprotein (ABCB1), and comparison to a model of the human MRP5 (ABCC5)" docx
... ABCB1 ABCB5 ABCB11 ABCC12 ABCC11 ABCC5 ABCC7 ABCC4 ABCC3 ABCC1 ABCC2 ABCC6 ABCC9 ABCC8 ABCC10 ABCA7 ABCA1 ABCA4 ABCA2 ABCA3 ABCA13 ABCA12 ABCA10 ABCA9 ABCA6 ABCA5 ABCG4 ABCG1 ABCG2 ABCG8 ABCG5 ABCD2 ... GMFFQSMATFFTGFIVGFTRGWKLTLVILAISPVLGLSAAVWAKILSSFTDKELLAYAKAGAVAEEVLAAIRTVIAFGGQ 270 LLAGGPVVAILGMIYNVIILGP~TGFLGSAVFILFYPAMMFASRLTAYFRRKCVAATDERVQKMNEVLTYIKFIKMYAWV 374 Sav1866 ABCB1 ABCC5 220 271 375 TMH5 TMH6 DNEAKNFDKKNTNFLTRALKHTRWNAYSFAAINTVTDIGPIIVIGVGAYLAISGS~ITVGTLAAFVGYLELLFGPLRRLV ... biological advice and critical review of the manuscript All authors read and approved the final manuscript Additional material Additional file Table S1 A list of human ABC-type efflux transporters,...
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A penalized likelihood approach in covariance graphical model selection
... We also compare the penalized approach with other methods for covariance graphical model, such as sample covariance matrix, SIN approaches proposed by Drton and Perlman(2004), method developed ... covariance graphical model In chapter we apply the penalized appraoch in two real world examples to estimate sparse covariance matrices and comparison with other methods In the last chapter, chapter ... propose a penalized likelihood approach to estimate covariance matrix in order to strike parsimony on covariance graphical model selection 1.2 Literature review 1.2.1 Review of penalized approaches...
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MỘT SỐ GIẢI PHÁP NHẰM HOÀN THIỆN QUY TRÌNH THỦ TỤC HẢI QUAN ĐIỆN TỬ ĐỐI VỚI HÀNG HÓA XUẤT NHẬP KHẨU BẰNG ĐƯỜNG BIỂN TẠI TP. HCM.doc
... đồ a nh giá mức độ a p dụng TTHQĐT tại TP HCM dư a vào tiêu chí -64 Bảng 3.12 a nh giá mức độ a p dụng TTHQĐT tại TP HCM dư a vào tiêu ... đồ a nh giá mức độ a p dụng TTHQĐT tại TP HCM dư a vào tiêu chí 65 Bảng 3.13 a nh giá mức độ a p dụng TTHQĐT tại TP HCM dư a vào tiêu ... đồ a nh giá mức độ a p dụng TTHQĐT tại TP HCM dư a vào tiêu chí 66 Bảng 3.14 a nh giá mức độ a p dụng TTHQĐT tại TP HCM dư a vào tiêu...
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Testing a model of customer-based brand equity in the Vietnamese banking servic
... explain the relationships between variables Basing on the characteristics of data needed and research purpose, researchers can choose either qualitative or quantitative approach or a combination ... to pay a price premium is positively related to the brand value They also argue that brand loyalty intention is positively related to the willingness to pay a price premium There is another approach ... Brand Equity Rational associations Brand evaluations Product quality Service quality Rational Evaluation Price Customer-Brand Relationship Promise Emotional Evaluation Differentiation Trust and...
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Self-Assembly and Nanotechnology: A Force Balance Approach
... modified polymer colloidal spheres that are given as a glass state under gravity (on Earth) are placed under microgravity (in space), they are rapidly crystallized On Earth, gravity is comparative ... is the van der Waals interaction parameter For a thermodynamics point of view, β can be well correlated with van der Waals parameters a and b in the van der Waals equation for state of gas through ... that is always attractive, (c) attractive interaction between dissimilar particles, and (d) repulsive interaction between dissimilar particles CA and CB represent colloidal particles, and S represents...
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