clustering using dynamic modeling

... group network behavior into modules for dynamic modeling have been successful [13] Others have attempted dynamic modeling of whole microarray data sets using differential equation models to derive ... p53 to the cytoplasm [25] interactions Figure Hidden variable dynamic modeling screening of upregulated genes Hidden variable dynamic modeling screening of upregulated genes Model predicted profile ... known to be p53 regulated (Table 1) refereed research Prediction of p53 targets using hidden variable dynamic modeling inversely related to P values (see Materials and methods, below) deposited...

Ngày tải lên: 14/08/2014, 16:21

... data - but the technique is heuristic with arbitrary parameter thresholds and little systematic modeling Multivariate regression analysis was presented by Bussemaker and coworkers [7] to infer ... and their regulators This probabilistic model reflected nonlinear properties but required prior clustering of the expression data Classification of target genes by COGRIM versus ChIP binding data ... probabilistic approach achieves a principled balance for the contributions of each data source to the modeling process without requiring predetermined thresholds or clusters In addition, our model allows...

Ngày tải lên: 14/08/2014, 17:22

... function The crankshaft has the following dimensions: Step 1: Create a 1.25 in diameter cylinder using FRONT datum plane as sketching plane The extrusion depth is 0.5 in Note that the center of...

Ngày tải lên: 12/12/2013, 12:15

... models, respectively and Model S indicates the dynamic model selection approach “G over D” shows how often Model G is selected over Model D using the dynamic selection (in %) Model S Stanford SVMTool ... The dynamic model selection approach (Model S) shows the most robust results across genres, although Models D and G still can perform Some semi-supervised and domain-adaptation approaches using ... generalized and domain-specific models using document frequency Consider training data as a collection of documents where each document contains sentences focusing on a similar topic For instance,...

Ngày tải lên: 19/02/2014, 19:20

... multiple clustering results (Fred and Jain, 2002) The second method constructs new vectors for each instance data using multiple clustering results (Strehl and Ghosh, 2002) Both methods apply the clustering ... our ensemble method Any number is available for each clustering Experience shows that the ensemble clustering using k-means succeeds when each clustering has many clusters, and they are combined ... results using random initialization, and selected the cluster1 We used the clustering toolkit CLUTO for clustering the hypergraph 79 Î Conclusion This paper proposed a new ensemble document clustering...

Ngày tải lên: 20/02/2014, 12:20

... dynamics of health and SES causation are not explored Using a similar strategy to test for causal wealth-health effects, Meer et al (2003) use three 5-year spaced observations from the PSID, using ... health on household wealth, using the constructed health index which incorporates all features of health Table 13 shows the results of a similar dynamic panel data model using separate indicators ... socioeconomic status using panel data on an elderly US cohort One follows the methodology of Adams et al (2003) based upon Granger causality The second is an extension of this using a dynamic panel...

Ngày tải lên: 05/03/2014, 18:20

... co-occurrence with the language modeling framework for IR In our approach, we propose bigram and biterm models to capture the term dependence in centroid vector Applying language modeling for the QA task ... because they not affect λ λ can be estimated using EM iterative procedure: 1) Initialize λ to a random estimate between and 1, i.e., 0.5; 2) Update λ using: λ ( r +1) = l | INS | λ ( r ) P (t i( ... Every question is scored using nugget recall (NR) and an approximation to nugget precision (NP) based on answer length The final score for a definition response is computed using F-Measure In TREC...

Ngày tải lên: 23/03/2014, 18:20

... 0.04 0.05 The clustering obtained by the two algorithms (K-means with high-dimensional embedding and fuzzy clustering) were compared to the classification made by the human expert As clustering induces ... narrative) g Di g fj Dij = j Fuzzy clustering − ∆g (4) Secondly, the same algorithm which was used in a previous work (Cocco et al., 2011) was applied here, i.e the fuzzy clustering algorithm In brief, ... 0.30 Figure 12: “Le Voleur” with fuzzy clustering algorithm: Jacccard index as a function of relative temperature 0.30 0.5 Figure 10: “Le Voleur” with fuzzy clustering algorithm: corrected Rand...

Ngày tải lên: 24/03/2014, 03:20

... case, the modeling is traditionally done by the classical innovations representation [19], while, in the non-Gaussian case, the modeling could be done by such well-known statistical modeling techniques ... latter to arbitrary shift dynamics T : Ω → Ω with invariant measure μ, it is convenient to use Markov partitioning Ω = i Ai , so as to reduce the problem to symbolic dynamics However, even after ... 1992 [54] W E Larimore, “Identification and filtering of nonlinear systems using canonical variate analysis,” in Nonlinear Modeling and Forecasting, vol 12 of SFI Studies in the Sciences of Complexity,...

Ngày tải lên: 22/06/2014, 23:20

... 86435 printer: Sheridan May 11, 2007 DYNAMIC MODELING AND CONTROL OF ENGINEERING SYSTEMS THIRD EDITION This textbook is ideal for a course in Engineering System Dynamics and Controls The work is ... his research in dynamic systems and controls led to publications in diverse fields from railroad freight car dynamics to adaptive control of artificial hearts He pursues research in modeling and control ... automatic control systems, computer simulations and control of industrial processes, systems dynamics, vehicle–road dynamic interaction, and transportation systems His fuzzy-logic algorithm for avoiding...

Ngày tải lên: 28/07/2014, 19:10

... ……………………… 53 4.3.1 Densification modeling in dry deposits …………… ………… 53 4.3.2 Densification modeling in saturated deposits ……………… … 56 4.4 Past research on densification modeling due to DC …… ………… ... dissertation ……………………………………………… … 10 Current Practice of Dynamic Compaction Technique …………………… … 12 2.1 Historical background………………………………………………….… 12 2.2 Dynamic compaction applications ………… ……………………….… ... …………………… … 211 Appendix C Dynamic Compaction Simulation Software …….……………… … 220 Appendix D Software User Manual ………………………………………… … 227 Appendix E Simulation Results for A Dynamic Compaction Project...

Ngày tải lên: 13/11/2014, 16:21

... training action using DTW to result the value of similarity between to actions Table 2: Predefined active joint angles Index Time D 9 15 15 16 Let T= ti ,d    Action Recognition Using Dynamic Time ... presented in Table It can be seen in the Table that the computation times of using TVRF and OBRF are shorter than those of using CF It is resulted from the small size of feature matrix in TVRF and ... Accurate Dynamic Time Warping in Linear Time and Space”, KDD Workshop in Mining Temporal and Sequential Data, 2004, pp 70-80 M Reyes, G Dominguez and S Escalera, “Feature Weighting in Dynamic...

Ngày tải lên: 13/08/2015, 10:00

... 303 8.1.1 Numerical Modeling of Skid Resistance on Porous Pavement 304 8.1.2 Influencing Factors of Skid Resistance on Porous Pavement 305 8.1.3 Numerical Modeling of Tire/Road Noise ... procedure for elasto-hydrodynamic lubrication 93 Figure 2.2 Three-zone model for sliding tire on wetted pavement 93 Figure 2.3 British pendulum tester 94 Figure 2.4 Dynamic friction tester ... technologies using asphalt binder (Nicholls, 1998) This term is therefore used throughout this thesis The name porous concrete is used to indicate the porous surface techniques using Portland...

Ngày tải lên: 09/09/2015, 11:11

... Hydrodynamic Coefficients Estimation 25 2.5.1 Hull Hydrodynamic Coefficients 25 2.5.2 Fin Hydrodynamic Coefficients 28 2.5.3 Hydrodynamic Damping Forces and Moments Modeling ... cLα hydrodynamic body lift-curve slope cmα hydrodynamic moment curve slope cLq hydrodynamic lift pitching coefficient cmq hydrodynamic moment pitching coefficient CLα simplified hydrodynamic lift ... hydrodynamic moment curve slope CLq simplified hydrodynamic lift pitching coefficient Cmq simplified hydrodynamic moment pitching coefficient CNα hydrodynamic normal-force curve slope CNq hydrodynamic...

Ngày tải lên: 10/09/2015, 09:21

... Interaction 7.2.2 Pneumatic Tire Modeling 7.2.3 Pavement Surface Modeling 7.2.4 Tire-Pavement Contact Modeling 7.2.5 Fluid Flow Modeling 7.2.6 Fluid-Structure Interaction (FSI) Modeling Hydroplaning Analysis ... Turbulence Modeling Hydroplaning Tire Deformation Model Pavement Surface Model Concept of Hydroplaning Modeling Computational Fluid Dynamics in Hydroplaning Simulation 3.6.1 Multiphase Modeling ... Modeling and the Volume of Fluid (VOF) Model 3.6.1.1 Multiphase Modeling 3.6.1.2 Volume of Fluid (VOF) Model 3.6.2 Turbulence Modeling using the Standard k-ε Model 3.6.3 Wall Functions 3.6.3.1 Treatment...

Ngày tải lên: 15/09/2015, 17:10

... PRODUCT LIFECYCLE OPTIMIZATION USING DYNAMIC DEGRADATION MODELS JOHANNES ADRIANUS VAN DEN BOGAARD (M.Sc., Technische Universiteit ... MECHANICAL ENGINEERING NATIONAL UNIVERSITY OF SINGAPORE 2005 PRODUCT LIFECYCLE OPTIMIZATION USING DYNAMIC DEGRADATION MODELS Proefschrift ter verkrijging van de graad van doctor aan de Technische ... TECHNISCHE UNIVERSITEIT EINDHOVEN Bogaard, Johannes A van den Product Lifecycle Optimization using Dynamic Degradation Models / By Johannes A van den Bogaard – Eindhoven : Technische Universiteit...

Ngày tải lên: 16/09/2015, 08:31

... www.elsevier.com/locate/apm Thermal error modelling of machine tools based on ANFIS with fuzzy c-means clustering using a thermal imaging camera Ali M Abdulshahed ⇑, Andrew P Longstaff, Simon Fletcher, Alan ... c-means clustering Grey system theory a b s t r a c t Thermal errors are often quoted as being the largest contributor to CNC machine tool errors, but they can be effectively reduced using error ... errors of machine tools using data obtained from a thermal imaging camera is introduced Different groups of key temperature points were identified from thermal images using a novel schema based...

Ngày tải lên: 08/11/2015, 00:02

... damage detection result using this data is depicted in Table Copyright © 2004 John Wiley & Sons, Ltd Struct Design Tall Spec Build 13, 1–8 (2004) DAMAGE ASSESSMENT USING DYNAMIC EXPERIMENTAL DATA ... © 2004 John Wiley & Sons, Ltd Struct Design Tall Spec Build 13, 1–8 (2004) DAMAGE ASSESSMENT USING DYNAMIC EXPERIMENTAL DATA Table Damage scenarios Classification Case Case Case Case Damage element ... 2004 John Wiley & Sons, Ltd (5) Struct Design Tall Spec Build 13, 1–8 (2004) DAMAGE ASSESSMENT USING DYNAMIC EXPERIMENTAL DATA where Èf1*jf 2*j ◊ ◊ ◊ ◊ ◊ ◊ f *N ◊◊◊◊◊◊ Í * Í f1*j ◊ ◊ ◊ ◊ ◊ ◊ f2*jf3*j...

Ngày tải lên: 17/06/2016, 14:10

... Cookies b) Applets [1.5] [1.5] c) URL rewriting d) Servlets 31 JSP is used for creating dynamic web pages using pure Java codes embedded as _, _ and _ a) Scriptlets c) User-defined ... directly a) True b) Statement b) c) [2.0] False SQL statement without parameters are normally executed using objects a) 41 [2.5] direct () b) 40 [2.0] JavaBean b) 39 [1.5] b) False a) 38 [2.0] [1.5] ... HttpServletRequest To invoke a servlet, create a HTML page that will send a request to the servlet using the _ method a) GET c) DoPOST b) POST d) DoGET [1.5] 83 The final method overridden in the...

Ngày tải lên: 09/04/2013, 09:10

... predict multi-dimensional coupled transport of reactants, heat and charged species using computational fluid dynamic (CFD) methods A comprehensive computational model should include the equations ... 21, 24] 2.3 Computational procedure The governing equations were discretized using a finite-volume method and solved using the multiphysics CFD code Stringent numerical tests were performed to ... Al-Baghdadi, MARS.; Shahad, H Optimization study of a PEM fuel cell performance using 3D multi-phase computational fluid dynamics model Journal of Zhejiang University SCIENCE-A 2007; 8(2): 285-300...

Ngày tải lên: 05/09/2013, 14:58