an ensemble approach random forests for identification of laryngeal malignancy

... f p p p D h o GIG!IGrqeÔ2ofS2dhGIaG29GhI s53hfD –2Sa2292SIh‡255S… hSfh5iŠ2hfSS‡h3hI¥–h‡!™  F “ … e “ e F “ … H ˆo e D p ™ ˆ … D w D ‰ p “ e e D … H w f H e xof}}SfhGIGhEfhGIG2SAclẳ fh9ÂGS~ ... ‰p “F ˆ † D b  q”uI2SdGSI3!GIfhd–”HIa”—fhGD i}Ih‡”ofhŠÄ ™ H e p H D “ F y e† m p o p‰ “ f … F p‰ o† D‰ “ F ˆ w “ e p F 2hfSGS3hÂ}ofr3hIƠfrẩHfrIhh2Ihu H f H H D e “ ™ p H eQ  H F “ … ... fhS–SS–cA€”…‡fha5BS‡¢¿hIGhhGp †› e D f … F “ … … “ • — †o D ˆ · D f …† m ™ ˆ … D w “ e ‰ ’ “ h D f “ m ‰ — o D ˆH k ! ‡”ofhS9}" Ä G –“ Wf}hdŸG fr#aŸG ”“ ’   F p ‰ ` Å …IG2‡f‡fSaG2€GhIdI2SIh‡2‹S‡S–!S–hSfhdw...

Ngày tải lên: 16/01/2014, 16:33

... theory and information theory for Gaussian channels was presented in [8]; in particular, it was shown that for the MIMO standard Gaussian channel, √ Y = snr HX + N (5) and regardless of the input ... MIMO broadcast channels [12], illuminating extrinsic information of good codes [13], and enabling a simple proof of the monotonicity of the non-Gaussianness of independent random variables [14] ... Gaussian channels,” European Transactions on Telecommunications, vol 18, no 2, pp 133–139, 2007 ´ [14] A M Tulino and S Verdu, “Monotonic decrease of the nonGaussianness of the sum of independent random...

Ngày tải lên: 21/06/2014, 23:20

... onset of hyperalgesic symptoms [8] There are changes in the ion channels especially Na+ and Ca2+ channels in neuropathic pain Therefore combination of a Na+channel blocker [local anesthetic] and ... sensitization and 'wind up' phenomena in CRPS forms a strong basis for the use of Ketamine to block the cellular mechanisms that initiate and maintain these changes Both subanesthetic infusions and Ketamine ... the patient for publication of this case report and accompanying images A copy of the written consent is available for review by the Editor-in-Chief of this journal Stanton-Hicks M, Janig W, Hassenbusch...

Ngày tải lên: 10/08/2014, 10:20

... Faculty of Medical and Human Sciences, University of Manchester, Oxford Road, Manchester, M13 9PT, UK and 2Faculty of Life Sciences, Michael Smith Building, University of Manchester, Oxford Road, Manchester, ... α-2-macroglobulin; AC: articular cartilage; ACAN: aggrecan; AF: annulus fibrosus; ANOVA: analysis of variance; ANXA4: annexin A4; AQP1: aquaporin; BASP1: brain abundant: membrane attached signal protein 1; ... pattern of expression, that is high expression of ACAN in NP and AC, high expression of type I collagen in AF compared with NP and AC, and high expression of versican (VCAN) in both NP and AF...

Ngày tải lên: 12/08/2014, 11:23

... bronchoscopy and CT scan findings when performed, severity of haemoptysis, and pre-ICU and in-ICU management The persistence or recurrence of bleeding, the patients' ICU and hospital lengths of stay and ... arteriography This approach was applicable to 75% of our patients and led to an immediate control of bleeding in more than 80% of them Although the median cumulated volume of haemoptysis averaged ... was conducted in accordance with French law, which does not require approval of an IRB or the consent of patients for such retrospective analysis of medical records Patients and methods Patients...

Ngày tải lên: 12/08/2014, 15:20

... with the overall number of individuals (planned matings + ancestors) and not quadratic as for the direct approach using matrix A A similar approach for obtaining the variance of coefficients a ij ... a tabular method for back exploration of pedigrees Individual tables of ancestors and contributions were stored in core only for sire and dams, and obtained from merging those of their parents ... recursively and stored, using linked list techniques This method does not spare storage room but can be run faster than Meuwissen and Luo’s method if pedigrees includes many generations of ancestors...

Ngày tải lên: 14/08/2014, 13:21

Ngày tải lên: 06/10/2014, 15:33

... long-span bridges and offshore platforms often require inspection and maintenance for purpose of sustainable and safe usage The state of these large structures can be assessed by means of structural ... concept and the standard GA can be found in references (Narayana and Shankar 2006; Sandesh and Shankar 2006; Koh and Thanh 2009) 1.2.4 Moving Force Identification Methods Moving force identification ... DIVIDE-AND-CONQUER STRATEGY FOR IDENTIFICATION OF STRUCTURAL SYSTEMS AND MOVING FORCES TRINH NGOC THANH B.Eng (HCMUT) A THESIS SUBMITTED FOR THE DEGREE OF DOCTOR OF PHILOSOPHY DEPARTMENT OF CIVIL...

Ngày tải lên: 11/09/2015, 10:00

... English language has been recognized as a means of communication in the world It is the official language of many developed counties and is taught as the second foreign language in most of the ... plays an important role Foreign language listening comprehension is a complex process and crucial in the development of second language competence, and the importance of listening in language ... know many varieties of language such as standard or regional, formal or informal language Therefore, listening is regarded to be one of the most important educational objectives It increases an...

Ngày tải lên: 30/11/2015, 09:11

... Caribbean Sea, Gulf of Mexico, Bermuda, the Bahamas, and both tropical coasts of the Atlantic), (iii) Mediterranean (including the Mediterranean Sea, the Black, Caspian and Aral Seas and Northwest ... China Sea via the Gulf of Thailand, Andaman Sea and Bay of Bengal and role of geographic barrier based on ITS, AFLP and microsatellite analyses • To show the important role of sulfur-containing ... Gulf of Thailand and the Thai Andaman Sea Genetic diversity and population structure of H ovalis from the Western Pacific to the Western Indian Ocean Discussion New records of Halophila major for...

Ngày tải lên: 20/05/2016, 16:28

... {YaleB.RandomfaceM30, YaleB RandomfaceM56, YaleB.RandomfaceM120, YaleB.RandomfaceM504}, {ORL.EigenfaceM30, ORL.EigenM56, ORL.EigenM120, ORL.EigenM504}, and {ORL.RandomfaceM30, ORL RandomM56, ORL.RandomM120, ... ORL.EigenM56, ORL.EigenM120, ORL.EigenM504, and ORL.RandomfaceM30, ORL.RandomM56, ORL.RandomM120, and ORL.RandomM504 features at any levels of the decision trees The effect of the unbiased feature selection ... number of training samples, and 𝑀 is the number of features and a random forest model RF described ̂ 𝑘 be the prediction of tree 𝑇𝑘 given input in Algorithm 1, let 𝑌 𝑋 The prediction of random forest...

Ngày tải lên: 12/12/2017, 14:32

... point of view References [1] G Christian, A Monfort, Times Deries and Dynamic Models, Cambridge University Press, 1997 [2] Nguyen Van Huu, Nguyen Huu Du, Statistic Analysis and Forecast, Hanoi ... generally and effectively under the random noise The optimal model of object determined by the estimation method for non-linear random model ensures the suitability according to probability and statistic's ... Table, Informatic and Control Jour., Hanoi, No (1995) 30 (in Vietnamese) [7] Nguyen Van Manh, The Affine projection method for solving non-linear optimization problems, Proceeding of NCST of VietNam,...

Ngày tải lên: 28/03/2014, 13:20

... point of view References [1] G Christian, A Monfort, Times Deries and Dynamic Models, Cambridge University Press, 1997 [2] Nguyen Van Huu, Nguyen Huu Du, Statistic Analysis and Forecast, Hanoi ... generally and effectively under the random noise The optimal model of object determined by the estimation method for non-linear random model ensures the suitability according to probability and statistic's ... Table, Informatic and Control Jour., Hanoi, No (1995) 30 (in Vietnamese) [7] Nguyen Van Manh, The Affine projection method for solving non-linear optimization problems, Proceeding of NCST of VietNam,...

Ngày tải lên: 28/03/2014, 13:20

... genome context (that is, flanking genes) for each annotated Page of IS, allowing identification of IS-induced gene disruption and rearrangements For example, the DRs flanking an IS are generated by ... automatically to remove many of the major annotation ambiguities encountered due to the diversity and complexity of ISs (for example, the presence of more than one ORF in an IS, overlapping reading ... ISsaga user manual A detailed explanation of the use of ISsaga and instructions concerning the correct system of annotation for insertion sequences Additional file 2: Figure S1 - annotation table...

Ngày tải lên: 09/08/2014, 22:24

... directive objcct identification problem licncrally and effectively un d er the random noise The optim al m odel o f objcct dctcm iincd b y the estim ation m ethod for non-linear random m odel ensures ... Krasovski, Summarization of Development History' and Situation of the Control Theory, Automation and ỉndĩistry Jour, Moscow, No 6-7 (1999) (in Russian) [6] Nguyen Van Manh, A Frcqucncy Method ... Control System without Use of Il-lunction Table, hiformatic and Control Jour, Hanoi, No (1995) 30 (in Vietnamese) |7J Nguyen Van Manh, The Aliinc projection mclliod for solving non-lincar optimization...

Ngày tải lên: 14/12/2017, 20:09

... scheme to an ensemble of bagged models to increase parser performance, and (Becker and Osborne, 2005) suggested an active learning technique in which the agreement among an ensemble of bagged ... graphs show, SEPA outperforms CB and random for all val- ues of the filter f-score parameter k, and outperforms the MR baseline where the value of k is 95 or more Although for small k values MR ... University of Pennsylvania Daniel Gildea, 2001 Corpus variation and parser performance EMNLP ’01 John C Henderson and Eric Brill, 2000 Bagging and boosting a treebank parser NAACL ’00 Terry Koo and...

Ngày tải lên: 20/02/2014, 12:20

... role of the human resources for health in terms of the management and delivery of health services, especially considering that they account for an important part of the health budgets in most of ... relationship between the human resources for health (e.g density of doctors, density of health workers, and density of nurses and midwives) and the health outcomes (e.g maternal, infant and under-five mortality ... description (i.e number of observation, mean, standard deviation, minimum and maximum) of each one of the dependent and Castillo-Laborde Human Resources for Health 2011, 9:4 http://www.human-resources-health.com/content/9/1/4...

Ngày tải lên: 18/06/2014, 17:20

... a banks,” in Proceedings of the 1st International Workshop on Transforms and Filter Banks, pp 336–365, Tampere, Finland, February 1998 [5] R Bregovi and T Saramă ki, An efficient approach for ... complementarity of the analysis filters, additional restrictions in the transition bands of Pa (z) and Ps (z) must be added This leads to slightly tightened restrictions on the passband and stopband edges of ... ωc T, ωs T, δc , and δs denote the passband edge, stopband edge, passband ripple, and stopband ripple, respectively, for the overall filter Pa (z) (and Ps (z)) For the model and masking filters...

Ngày tải lên: 22/06/2014, 23:20

... linear and angular momentum not hold in noninertial reference frames due to the non-uniformity and anisotropy of space in these frames Finally, it can also be shown that time is non-uniform in ... describe properties of such space by means of a non-Euclidean geometry From the previous papers[5,6], we see that inertial force field is just gravitational force field, therefore space –time in ... field of inertial forces) is non- Euclidean MOTION OF BODIES IN A GRAVITATIONAL FIELD Consider a particle moving freely under the influence of purely gravitational forces Because inertial forces...

Ngày tải lên: 22/07/2014, 06:21

... add an additional L2 -stabilization to the convex functionals (0.13) and (0.14) for respectively identifying q and a, and obtain convergence rates not only in the sense of the Bregman distance ... a U positive constant γ such that |U (a† )| ≥ γ a.e on Ω and a† − a∗ is an element of H (Ω) This chapter was written on the basis of the papers [1] Dinh Nho H`o and Tran Nhan Tam Quyen (2010), ... (·) and Gzδ (·) respectively defined by (0.6) and (0.7) and obtain convergence rates O(δ) of regularized solutions to solutions of our identification problems in the sense of the Bregman distance...

Ngày tải lên: 25/07/2014, 07:22