creating and sustaining national action

... Da Silva Filho, Alexandre Shozo Onuki, Luís Fernando Pompeo Ferrara, Maurício Conceição Mário, José de Melo Camargo, Dorotéa Vilanova Garcia, Marcos Rosa dos Santos and Alexandre Rocco Section ... diagnosis of the status and operating conditions of transformers is of fundamental impor‐ tance in the reliable and economic operation of electric power systems The aging and wear and tear of transformers ... sensors and allocated on the wall would be more sensitive in experiment rather than in experiments and From Figures 14 and 15 it is possible to observe the energy response supplied by sensors and...

Ngày tải lên: 05/03/2014, 21:21

... detection and monitoring [7, 8], to understand what drugs are co-prescribed with antacids [10], to discover frequent patterns in gene data [5, 11], to understand interaction between proteins [27] and ... certain risk factors and both the RCA and LAD arteries The rules with RCA have very high lift pointing to specific relationships between this artery and cholesterol level and the IS region It ... Ezquerra, and C.A Santana Constraining and summarizing association rules in medical data Knowl and Inf Syst (KAIS), 9(3):259–283, 2006 [26] C Ordonez, E Omiecinski, Levien de Braal, Cesar Santana, and...

Ngày tải lên: 27/06/2014, 21:20

... produced by end milling Armarego and Deshpande [1989] presented one more milling process geometry model that incorporates cutter runout to predict cutting forces Sutherland and Babin [1985] demonstrated ... surfaces exhibit interrelated characteristics of both random and deterministic components Zhang and Kapoor [1991] demonstrated the effect of random vibrations on surface roughness in the turning ... parameters Step 2: Read the weight matrix W_xh and W_hy, and the bias vector θ_h and θ_y Step 3: Load the input vector X of a testing example Step 4: Calculate and infer the actual output Y (a) Calculate...

Ngày tải lên: 23/01/2014, 01:20

... understanding of the human brain, and to develop computers that can deal with abstract and poorly defined problems For example, conventional computers have trouble understanding speech and recognizing ... However, most scientists and engineers are not this formal and use the term neural network to include both biological and nonbiological systems Chapter 26- Neural Networks (and more!) 459 Neural ... greater than some threshold and parameter greater than another threshold This technique of thresholding the parameters separately and then invoking logic functions (AND, OR, etc.) is very common...

Ngày tải lên: 13/09/2012, 09:50

... Neural Networks and Fuzzy Logic:Preface Self−Organization Learning Vector Quantizer Associative Memory Models and One−Shot Learning Learning and Resonance Learning and Stability Training and Convergence ... Rohini and Pranav for their patience and understanding through many lost evenings and weekends Table of Contents Copyright © IDG Books Worldwide, Inc Dedication 13 C++ Neural Networks and Fuzzy ... lowval, midval and highval and category name // and fuzzifies an input based on // the total number of categories and the membership // in each category int i=0,j=0,numcat=0,randnum; float l,m,h,...

Ngày tải lên: 23/03/2014, 22:21

... Frames and Unity of Apperception 2.9.4 Limitations and What Is Next 96 85 96 2.10 SENSOR FUSION AND JDL MODEL 97 2.10.1 Sensor Fusion and Origins of JDL Model 97 2.10.2 Definitions, Issues, and Types ... CONJECTURES 11 Gödel Theorems, Mind, and Machine 383 11.1 PENROSE AND COMPUTABILITY OF MATHEMATICAL UNDERSTANDING 383 11.2 LOGIC AND MIND 385 ¨ 11.3 GODEL, TURING, PENROSE, AND PUTNAM ¨ 11.4 GODEL THEOREM ... perception and cognition is interaction between signals coming from within the mind and from the outside world (efferent and afferent signals) This is the Aristotelian meeting of Form and matter...

Ngày tải lên: 03/04/2014, 12:09

... Frames and Unity of Apperception 2.9.4 Limitations and What Is Next 96 85 96 2.10 SENSOR FUSION AND JDL MODEL 97 2.10.1 Sensor Fusion and Origins of JDL Model 97 2.10.2 Definitions, Issues, and Types ... CONJECTURES 11 Gödel Theorems, Mind, and Machine 383 11.1 PENROSE AND COMPUTABILITY OF MATHEMATICAL UNDERSTANDING 383 11.2 LOGIC AND MIND 385 ¨ 11.3 GODEL, TURING, PENROSE, AND PUTNAM ¨ 11.4 GODEL THEOREM ... perception and cognition is interaction between signals coming from within the mind and from the outside world (efferent and afferent signals) This is the Aristotelian meeting of Form and matter...

Ngày tải lên: 03/04/2014, 12:09

... and R B Randall, “Differential diagnosis of gear and bearing faults,” Transactions of the ASME: Journal of Vibration and Acoustics, vol 124, no 2, pp 165–171, 2002 [7] A C McCormick and A K Nandi, ... and A K Nandi, “Comparison of neural networks and support vector machines in condition monitoring applications,” in Proc 13th International Congress and Exhibition on Condition Monitoring and Diagnostic ... Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, England, UK, 2000 [22] L B Jack and A K Nandi, “Genetic algorithms for feature extraction in machine condition...

Ngày tải lên: 23/06/2014, 01:20

... Abouelseoud1 and Amin Shoukry2 2Computer 1Alexandria University Science and Eng Dept, Egypt-Japan University of Science and Technology (EJUST), Alexandria, Egypt Introduction FRS (Fuzzy Rule Systems) and ... and set the minimal and maximal values for all approximated points The first band is therefore obtained and bordered by the upper and lower boundaries 13 Neural Networks and Static Modelling ... training and testing against other methods, MLP and PSNN We hope this book will be of value and interest to researchers, students and those working in the artificial intelligence, machine learning, and...

Ngày tải lên: 27/06/2014, 00:20

... hypersensitivity reaction and late phase reaction Allergic patients exemplified a Th2 cytokine profile would implicate class switching of B cells toward IgG1 and IgE production, and differentiation and survival ... (CD11a and CD54) and accessory molecules (CD40, CD80 and CD86) (Steinman RM, 1997) DCs in culture exist in two functional and phenotypically distinct states, immature and mature (Mellman I and Steinman ... 2000) and Cytokines and transcription factors that exert potent influences on the efficiency of Th1 and Th2 development (Le Gros G et al., 1990; Paul WE and Seder RA, 1994; Glimcher LH and Singh...

Ngày tải lên: 14/09/2015, 14:20

Ngày tải lên: 07/03/2014, 13:20

... Classification Underfitting and Overfitting Missing Values Costs of Classification © Tan,Steinbach, Kumar Introduction to Data Mining 50 Underfitting and Overfitting (Example) 500 circular and 500 triangular ... malignant Classifying credit card transactions as legitimate or fraudulent Classifying secondary structures of protein as alpha-helix, beta-sheet, or random coil Categorizing news stories as ... – Class counts in each of the partitions, A < v and A ≥ v Simple method to choose best v – For each v, scan the database to gather count matrix and compute its Gini index – Computationally Inefficient!...

Ngày tải lên: 15/03/2014, 09:20

... for sensors and measurement systems, for identification in instrumentation and measurement, for instrumentation and measurement dedicated to system and plant control, and for signal and image processing ... confidence and understanding as well as to know and appreciate new possible partners and to create long lasting friendships and cooperations All of the above will be useful for positive globalization and ... been encompassed in several Standards, issued by the International (IEC) and National (UNI-CEI, DIN, AFNOR) Standard Organizations 2.4 Uncertainty: definitions and methods for its determination...

Ngày tải lên: 03/06/2014, 01:04

... matrix T and threshold values of a = (c) 0.04, (d) 0.03, (e) 0.02 5.2.4 Feature extraction Two window-based features, such as the mean and standard deviation defined in Equations 18 and 19, respectively, ... image segmentation by the k-means algorithm, feature extraction based on window-based features such as the mean and standard deviation and, finally, the use of a classifier based on an artificial ... on good feature extraction and, in this paper, on the image enhancement stage Once the MCs were detected from the original ROIs, window-based features such as the mean and standard deviation were...

Ngày tải lên: 20/06/2014, 22:20

... , and there exist positive constants am , aM such that < am < t, u < aM for all t ∈ T, u ∈ R, i 1, 2, , n; i i i i Journal of Inequalities and Applications H2 bi t, u ∈ C T × R, R , bi t and ... Inequalities and Applications respectively It is not difficult to show that P and Q are continuous projectors such that Im P Further, let L−1 P Ker L, Im L Ker Q Im I − Q L−1 is given by P L|Dom L∩Ker P and ... even if the time scale T R or Z and are of great significance in designs and applications of globally stable anti-periodic Cohen-Grossberg neural networks with delays and impulses Acknowledgment...

Ngày tải lên: 21/06/2014, 07:20

... respectively; τi j (t) and σ ji (t) correspond to the transmission delays and satisfy ≤ τi j (t) ≤ τi j and ≤ σ ji (t) ≤ σ ji (τi j and σ ji are constants); and b j are positive constants, and denote the ... jth neurons from FV and the ith neurons from FU at time t and in space x, respectively; αi and β j are constants, and denote the external inputs on the ith neurons from FU and the jth neurons ... KJ070401, and was supported by the National Natural Science Foundation of China under Grant 60574043, and the Natural Science Foundation of Chongqing Science and Technology Committee Q Song and J...

Ngày tải lên: 22/06/2014, 19:20

... for training and testing the system On the other hand, in this study there were no excluded subjects for testing and we used the same subjects for both training and testing the MLP and RBF neural ... artifacts, low and high frequency noises, and so forth Thus, we had to use a bandpass filter to extract the heart-originated BCG signal According to our experience, if we use a bandpass filter of ... second central moment, and it also happens to be its second cumulant The variance of a random variable is the square of its standard deviation Sharpness shows the amplitude and the direction of...

Ngày tải lên: 22/06/2014, 23:20

... fundamental and integrating part of SR and CR because it allows one to support multimode and multiband communications according to SR In general, MI can be blind or assisted [10], and modes can ... and discussed As a case study, two standards are considered: WLAN 802.11b [16] and Bluetooth [17] The choice of these two standards stems from three factors: first, they are based on DS-CDMA and ... standards using SS modes and superimposed in the same bandwidth at 2.4 GHz are considered: IEEE 802.11b and Bluetooth [16, 17] As explained above, they are employed for transmission the ISM band...

Ngày tải lên: 23/06/2014, 01:20

... S2 is randomly distributed and scores poorly, and S3 is not enriched 23 at the top of the list but is nonrandom, so it scores well Arrows show the location of the maximum enrichment score and the ... x2 se (2.6) where x1 and x2 denote the mean gene-expression value for the two classes respectively and se refers to the standard error of the difference between two means and has different forms ... (2.10) n2 (n2 +1) and Ri is the sum of ranks in class i, and ni is the number of samples in class i 2.2.1.4 SAM When the t-test and Wilcoxon test are used, a confidence interval (1−α) and significance...

Ngày tải lên: 09/09/2015, 10:15

... as AL and CR Understanding the inter-relationship between refraction and ocular biometry may help to explain the trends and patterns of refractive errors observed in different populations and ethnicities ... prevalence of myopia was 4.7%, 7.0% and 10.8% in 5, 10 and 15 year-olds, respectively On the other hand, the prevalence of myopia was 2.8%, 4.1% and 6.7% in 7, 10 and 15-year-olds, respectively in ... Caribbean and 70 white European children aged 6-7 years and 114 South Asian, 40 black African Caribbean and 115 white European children aged 12-13 years and found that myopia prevalence was 9.4% and...

Ngày tải lên: 09/09/2015, 10:21