... discriminant analysis (LDA).Thisstatisticalmultivariate method is supervised. It searches for thevariables containing the greatest interclass variance and the smallest intraclass variance, and constructs ... selection. Statistical analysis, including variable reduction and linear discrimi-nant analysis was performed on sensitive and multiresistantcells spectra in order to establish a diagnostic tool for multiresistant ... line Aand cell line B. The trainin g set was theonly one used for model calculations (PCA, geneticalgorithm and LDA).Data reduction by principal component analysis (PCA).IR spectra are samples...
... concepts as-sociated with that color. For Task 2, we showed a particular facial feature anda swatch in a particu-lar color, and asked 50 workers to name the color and describe the concepts and ... Color-concept-emotion associations may also be useful for textual entailment, andfor machine translationas a source of paraphrasing.Color-concept-emotion associations also havethe potential to enhance human-computer ... (Elicit).M. Bradley and P. Lang. 1999. Affective forms for english words (anew): Instruction manual and af-fective ranking.Chris Callison-Burch. 2009. Fast, cheap, and creative:evaluating translation...
... the derived nominal feature NPlxNP2; they actually contrast because all instances of Class 1 have the value 'hum' for NP1 and the value 'beast' for NP2, and hence the "de- ... we mean general fluency, nor- mal intonation contour, absence of many and long pauses, etc. The Broca's and non-fluent patients have negative value for this feature, in contrast to all ... of Aphasic Patients with Absolute Features and Partial Contrasts to re-examining the transcripts (amounting roughly to 80 pages of written text) and adding manually some new features that...
... Expeditionary Aerospace Forces: Alternatives for JetEngine Intermediate Maintenance, Mahyar A. Amouzegar, Lionel A. Galway, and Amanda Geller (MR-1431-AF). This reportevaluates the manner in ... 36AS-IS Theater Airlift Planning and Execution Organizational and Doctrine Shortfalls 43AS-IS Theater Airlift Planning and Execution Training Shortfalls 46AS-IS Theater Airlift Planning and ... planners areneeded for this purpose for each COMAFFOR.ã Assessment capabilities in the AMD should be created. AnAssessment Cell should be created and staffed with a small analysis team, potentially...
... Analysis of 2012 U.S. Presidential Election Cycle Hao Wang*, Dogan Can**, Abe Kazemzadeh**, Franỗois Bar* and Shrikanth Narayanan** Annenberg Innovation Laboratory (AIL)* Signal Analysis ... half a million relevant tweets in just a few hours. This kind of ‘big data’ vastly outpaces the capacity of traditional content analysis approaches, calling for novel computational approaches. ... sentiment annotation on in-domain political data. To create a baseline sentiment model, we used Amazon Mechanical Turk (AMT) to get as varied a population of annotators as possible. We designed an...
... 37(3):277–296.John Lafferty, Andrew Mccallum, and FernandoPereira. 2001. John lafferty and andrew mc-callum and fernando pereira. In Proceedings ofthe International Conference on Machine Learning,Williamstown, ... perceptron local weights, and a new iteration is started. Mcdonald et al.(2010) provide bound analysisfor the algorithm and show that it is guaranteed to converge and find a seperation hyperplane if ... in a data split is streamed to map workers as pairs(sentence-id, (xt, yt)). Each map worker per-forms a standard perceptron training epoch and outputs a pair (feature-id, wi,f) for each...
... paper; ME, a practitioner stakeholder,guided the conceptualization and implementation of theprocess and assisted with the analysisand interpretationof the results. All authors read and approved ... roundtable held Clear voice for graduate and undergraduate public health education Clear voice for graduates versed in both practice and research Clear voice for sustained linkage to practice ... warranted6. Set primary goals/objectives Graduatesã Define the goals for program graduates Programã Define the programs academic goals and primary objectives 7. Specify educational strategies/approachesã...
... contribution of this book have been to helpmake financial/economic analysisa practical, understandable and usable process for managers and analysts, and we argue with conviction that applying these con-cepts ... differentiate between purely financial analysis on one hand, and economic analysisand trade-offs on the other. As wementioned, the first is largely based on financial statements and accounting data,while ... current and fu-ture economic performance and value. Therefore, the manager or analyst must at alltimes carefully interpret and even translate the available data to properly match thecontext and...
... Free ligandswere adsorbed on charcoal, and the absorbance spectrawere recorded. Concentration of appearing IF–CNCbl wascalculated by comparison with the standards IFH2OCbl and IFCNCbl according ... Seligman PA & Allen RH (1978) Characterization ofthe receptor for transcobalamin II isolated from humanplacenta. J Biol Chem 253, 1766–1772.22 Quadros EV, Nakayama Y & Sequeira JM (2005) ... 2006 The Authors Journal compilation ê 2006 FEBS Application of a fluorescent cobalamin analogue for analysis of the binding kinetics A study employing recombinant human transcobalamin and intrinsic...
... Authors Journal compilation ê 2010 FEBS Staphylococcus aureus elongation factor G – structure and analysis of a target for fusidic acidYang Chen, Ravi Kiran Koripella, Suparna Sanyal and Maria ... which coordinates the a- phosphate and b-phosphate, and two so-called switchregions, which coordinate the c-phosphate and changeconformation between a tense GTP state anda relaxedGDP state [17].Ribosomal ... Diederichs K & Karplus PA (1997) Improved R-factors for diffraction data analysis in macromolecularcrystallography. Nat Struct Biol 4, 269–275.49 Richter Dahlfors AA & Kurland CG (1990)...