... Classification and Scene Analysis, John Wiley & Sons, New York, NY, USA, 1973 [2] S Y Kung, K I Diamantaras, and J S Taur, “Adaptive principal component extraction (APEX) and applications,” IEEE Trans Signal ... include design of neural analog systems, principalcomponents analysis, generalized SVD with applications to adaptive systems for signal processing and communications Hemanth Peddaneni received his ... Xu, “Least mean square error reconstruction principle for self-organizing neural-nets,” Neural Networks, vol 6, no 5, pp 627–648, 1993 Recursive PrincipalComponentsAnalysis [11] B Yang, “Projection...
... inflammation and pulmonary function [16] Principalcomponentsanalysis (PCA) is the commonest form of factor analysis and reduces a large number of variables to a much smaller number of components, ... statistical analysis UK performed sputum induction, sputum supernatant cytokine analysis and assays for CRP and TNFalpha ZB performed measurements in spirometry, plethysmography and peripheral ... neutrophil cell count and supernatant IL-8 levels, and there were significant associations between sputum neutrophils and supernatant IL-8 levels There were strong and highly significant associations...
... Quantitative analysis of finger motion coordination in hand manipulative and gestic acts Hum Mov Sci 2004, 22(6):661-678 30 Todorov E, Ghahramani Z: Analysis of the synergies underlying complex hand manipulation ... synergies and how they can be applied to a 17 DoFs robot anthropomorphic hand, by mechanically implementing PrincipalComponentsAnalysis (PCA) and using common patterns of actuation called eigenpostures ... properly calibrated into In1 and In2 range values (found in [26]), and finally, multiplying by Santello’s PCs matrix, the virtual hand instantaneous movements were calculated and virtually performed...
... easy to manipulate In the characterization, water and seven liquid organic chemicals were tested: water, ethyl acetate, n-hexane, methyl ethyl ketone, heptane, THF, cyclohexanone and ethanolamine ... (dB) n-Hexane Cyclohexanone Distance (m) Figure presents the output OTDR traces for three tested samples: water (RI = 1.3333), n-hexane (RI = 1.3750) and cyclohexanone (RI = 1.4500) We can observe ... environments, high sensitivity and the possibility of enabling long distance measurements [9,10] In this demonstration, we propose and demonstrate a RI measurement method usingan optical time-domain...
... research, edited and evaluated the manuscript HM assisted in the design of the study, supervised the research, edited and evaluated the manuscript and provided clinical relevance and guidance for the ... of landmark data using the Figure Clavicle models Source and target clavicle models mean landmarks and a set of eigenvectors which represent the linearly independent modes of variation (principal ... PC2, which represents the acromial depth and angle By using k-means clustering, the clavicles were also grouped on a size basis using PC1 and on a size and shape basis with all four PCs The silhouette...
... transformation for a given reference plane (in this case the road plane), which is not valid for all of the elements outside this plane Therefore, analysis is focused on the road plane image and ... road plane between consecutive time points is instantaneously derived and filtered temporally based on a data estimation framework using a Kalman filter The difference between the current image and ... Specifically, methods based on video analysis play an important role due to their low cost, the striking increase of processing capabilities, and the significant advances in the field of computer vision...
... where μx and μy are means of x and y, respectively; σx2 and σy2 are variances of x and y, respectively; and covxy is covariance of x and y The constants were set as follows: c1 = 0.01L and c = ... = r × r The principalcomponents of Q rank vector can be obtained from the eigenvectors of the rank covariance matrix CR = | | ¯ ¯ (Ri − R)(Ri − R)T , (3) i∈ ¯ Ri is the rank mean and |Ψ| where ... between the important and trivial factors Parallel analysis [15] is more accurate than the above methods for determining the number of retained components, but it tends to overextract components [22]...
... conditions using a standard objective of same magnification, from the same manufacturer (Fig 2) part ε and an antisymmetric part Ω, we simply find approximations of the deformation tensor and rotation ... in the transversal plane are well explained by the high value of the mean microfibril angle in compression wood), but the anisotropy ratio was inversed (T = 1.73% and R = 2.93%) This can be seen ... tangential shrinkage for spruce Open marks represent individual measurements and plain marks average values per type of wood: earlywood (EW), compression wood (CW1 and CW2) and latewood (LW1 and...
... Grinblatt, Mark and Sheridan Titman, 1992, The persistence of mutual fund performance, Journal of Finance 47, 1977-1984 Grinblatt, Mark and Sheridan Titman, 1989a, Mutual fund performance: Ananalysis ... Narasimhan, and Sheridan Titman, 2000, Profitability of momentum strategies: an evaluation of alternative explanations, Journal of Finance 56, 699-720 Jegadeesh, Narasimhan and Sheridan Titman, 1993, ... Christopherson, Ferson, and Glassman (1998b) Panel D of Table IV and panel C of Table V show the performance of the median managers The medians provide a qualitatively similar picture of performance as the...
... Analysis and Design using the UML In this example, we are saying that “Each Manager Drives Company Car”, and (going from right to left) “Each Company Car is driven by Manager” Manager name manages ... Applied - Object Oriented Analysis and Design using the UML of other symbols Mathematicians have a common language So musicians, electronic engineers, and many other disciplines and professions To date, ... brightness is a particular value and so on The television object can also "do" things The television can switch on and off, the channel can be changed, and so on We can represent this information...
... making any changes to nodes Retrieves the ANATR XmlNode using SelectSingleNode() Retrieves the ANATR DataRow using GetRowFromElement() This method accepts an XmlElement as a parameter and returns ... USINGXMLDATADOCUMENT.CS /* UsingXmlDataDocument.cs illustrates how to use an XmlDataDocument object */ using System; using System.Data; using System.Data.SqlClient; using System.Xml; class UsingXmlDataDocument ... ALFKI Alfreds Futterkiste Germany ANATR Ana Trujillo Emparedados y helados...
... Event Event Handler Description NodeChanging XmlNodeChangedEventHandler Fires before a value in a node is changed NodeChanged XmlNodeChangedEventHandler Fires after a value in a node is changed NodeInserting ... 16.17: USINGXMLDOCUMENT.CS /* UsingXmlDocument.cs illustrates the use of an XmlDocument object */ using System; using System.Data; using System.Data.SqlClient; using System.Xml; class UsingXmlDocument ... ALFKI Alfreds Futterkiste Germany ANATR Ana Trujillo Emparedados y helados...
... factor analysis (FA) It is called principal factor analysis [166] Generally, the goal in factor analysis is different from PCA Factor analysis was originally developed in social sciences and psychology ... of the 1024 principalcomponents produces reasonable reconstructions 131 PRINCIPALCOMPONENTS The condition (6.12) can often be used in advance to determine the number of principalcomponents ... all the principalcomponents are included A very important practical problem is how to 130 PRINCIPAL COMPONENT ANALYSIS AND WHITENING choose m in (6.13); this is a trade-off between error and the...
... Dordrecht, Netherlands, 2001 [11] L Jaulin, M Kieffer, O Didrit, and E Walter Applied Interval Analysis Springer, London, 2001 [12] E Kaucher Self-validating computation of ordinary and partial differential ... Kaucher, U Kulisch, and Ch Ullrich, editors, Computerarithmetic: Scientific Computation and Programming Languages, pages 221–254 Teubner, Stuttgart, 1987 [13] E W Kaucher and W L Miranker Self-Validating ... Makino and M Berz Remainder differential algebras and their applications In M Berz, C Bischof, G Corliss, and A Griewank, editors, Computational Differentiation: Techniques, Applications and Tools,...
... change You can find and replace the PST Outlook creates with your old PST If the PST names are the same, Outlook won't know the difference You can find and rename the PST that Outlook created and ... The New Outlook Data File button is confusing and misleading You can use it to either create a new message store or use an existing store If you select an existing PST, Outlook will use it If ... created and reopen Outlook When Outlook can't find the PST it was using, you'll be able to browse for the PST and point it to your old PST If you're using the new Unicode format PST, it's better...
... File: UsingXmlTemplateQueriesForm.cs // Namespaces, variables, and constants using System; using System.Configuration; using System.Windows.Forms; using Microsoft.Data.SqlXml; using System.Data; using ... SQL XML command SqlXmlCommand cmd = new SqlXmlCommand( ConfigurationSettings.AppSettings["OleDb_SqlAuth_ConnectString"]); cmd.CommandType = SqlXmlCommandType.TemplateFile; cmd.CommandText = XMLQUERYFILENAME; ... or XPath queries Sql Executes a SQL command UpdateGram Executes an updategram XPath Executes an XPath command CommandStream The stream to execute the command from Namespaces The namespace for XPath...
... Macintosh to communicate with SQL Server using native AppleTalk protocol Banyan VINES Supports Banyan VINES Sequenced Packet Protocol (SPP) across Banyan VINES IP network protocol Multiprotocol ... Pipes and TCP/IP protocols AppleTalk, Banyan Vines, and Multiprotocol protocols are unavailable if named instances are installed on the server For more information about network libraries and configuring ... generally with performance comparable to using a native network library TCP/IP Sockets, NWLink IPX/SPX, and Named Pipes are supported Named Pipes Interprocess communication (IPC) mechanism provided...
... slithy, the, and, brillig, Twas Defining an Enumerator for the Tree Class by Usingan Iterator In the next exercise, you will implement the enumerator for the Tree class by usingan iterator ... you want to provide alternative iteration mechanisms presenting the data in a different sequence, you can implement additional properties that implement the IEnumerable interface and that use an ... MoveNext method, you can define an iterator that traverses the tree by using the more natural recursive mechanism, similar to the WalkTree method discussed in Chapter 17 Add an enumerator to the...