advances in expert systems

... [6] According to [13], PD can be grouped into classes: • Point to Point discharges in insulating oil: these PDs are related to insulation defects be‐ tween two adjacent turns in the winding of a ... points in the winding insulation and the grounded parts of the transformer tank, but in the presence of gases dissolved in insulating oil; • Discharges caused by particles: in this case, the insulating ... non-linear systems [16] 21 22 Advances in Expert Systems On the other hand, the validation stage has the purpose of verifying the integrity of previ‐ ously conducted training, so that the learning...

Ngày tải lên: 05/03/2014, 21:21

... settings for risk factors varied depending on the type of rules being mined (predicting existence or absence of disease) Combinations of items in the same group are not considered interesting ... it into focused subsets, where association rules may be applied in a second phase RELATED WORK Important related work on using data mining and machine learning techniques in medical data includes ... constrained to be in the same group (group 1) The 4.2 Default Parameter Settings This section explains default settings for algorithm parameters, that were based on the domain expert opinion and...

Ngày tải lên: 27/06/2014, 21:20

... Iowa (including Winnebago Co in Forest City; Delavan Inc in Des Moines; Sauer-Sundstrand Inc in Ames), point to the feasibility of in- process surface roughness recognition (ISRR) systems for ... manually inspecting machined surfaces at fixed intervals A surface profilometer containing a contact stylus is used in the manual inspection procedure This procedure is both time-consuming and labor-intensive ... before or during machining The primary objective was to train the fuzzy system by generating fuzzy rules from input–output pairs, and combining these generated and linguistic rules into a common...

Ngày tải lên: 23/01/2014, 01:20

... Engineer's Guide to Digital Signal Processing more parameters can definitely have wrong divisions between regions For instance, imagine increasing the number of data points in Fig 26-3, revealing ... especially interesting since the two parameters contain information to perfectly separate the targets from the nontargets This is done by drawing a diagonal line between the two groups, as shown in the ... passive, doing nothing but relaying the values from their single input to their multiple outputs In comparison, the nodes of the hidden and output layers are active, modifying the signals in accordance...

Ngày tải lên: 13/09/2012, 09:50

... mapping or correspondence between them, namely having −1 of bipolar correspond to a of binary In determining the weight matrix in some situations where binary strings are the inputs, this mapping ... does, since the size of the bin (given a uniform distribution of random indexes into it) determines the probability of falling into the bin Therefore, the probability of falling into bin A is ... The guiding principle in this regard is the creation of a code−saving and time−saving facility while maintaining simplicity and clarity Operator overloading is especially useful for doing normal...

Ngày tải lên: 23/03/2014, 22:21

... subgoals; sensing, perception, recognition, decision making, planning, acting; acting inside and outside of the self; learning and adaptation; memory; acquiring, storing, and using knowledge; ... of learning, notwithstanding, attempts to add learning to Minsky’s artificial intelligence have 1.1 Concepts of Intelligence in Mathematics, Psychology, and Philosophy been continuing in various ... Shannon–Einsteinian similarity and discusses Modeling-field Einsteinian ANS (MEANS) for spectrum estimation of transient signals in the frequency domain and in the two-dimensional time-frequency domain...

Ngày tải lên: 03/04/2014, 12:09

... subgoals; sensing, perception, recognition, decision making, planning, acting; acting inside and outside of the self; learning and adaptation; memory; acquiring, storing, and using knowledge; ... of learning, notwithstanding, attempts to add learning to Minsky’s artificial intelligence have 1.1 Concepts of Intelligence in Mathematics, Psychology, and Philosophy been continuing in various ... Shannon–Einsteinian similarity and discusses Modeling-field Einsteinian ANS (MEANS) for spectrum estimation of transient signals in the frequency domain and in the two-dimensional time-frequency domain...

Ngày tải lên: 03/04/2014, 12:09

... data sets had no part in the training of ANNs In each case, the training was based on the training data sets only No validation set was used for early stopping of the training process because of ... his M.S degree in engineering management from Northwestern University in 1988, and his B.S degree in industrial engineering from the University of New Haven in 1981 Prior to joining Sultan Qaboos ... at SQU, he obtained his M.S degree in mechanical engineering from Texas Tech University, USA, in 1990 and his Ph.D degree in mechanical engineering from Cranfield University, UK, in 1996 He is...

Ngày tải lên: 23/06/2014, 01:20

... algorithm The training process continues from the first data point included in the training set to the very last, but the queue order is not important A single training run on a complete training data ... already known examples, in which case this training is said to be supervised, or without knowing anything about the training set outcomes In this case, the training is unsupervised In this chapter we ... and Static Modelling 3.1 Creation of model – The training process The process of adaptation of a neural network is called “training” or “learning” During supervised training, the input – output...

Ngày tải lên: 27/06/2014, 00:20

... contribute in gaining insights into the pathogenesis of allergy and in defining the potential strategies for therapeutic intervention (Sakai et al., 1999; Garnier et al., 2002) Indeed, much understanding ... studies indicated that CD4 T lymphocytes were the primary responding cells in these assays These responses were maintained in vaccines for at least a year (longest time point tested), indicating ... immunosorbent assay hour(s) interfereon Immunoglobulin interleukin intramuscular intraperitoneal liter monoclonal antibody minute(s) optical density phosphate buffered saline polymerase chain reaction paranitrophenyl...

Ngày tải lên: 14/09/2015, 14:20

... &3$&(—¦ˆs3BA6d{‘`)743BfcBAW`335&370T$”3&5)`tB¤C&BX 3B)U ¤Ž Expert layer ¦ Input layer Output layer yN wN Xn Σ YAME w1 y1 X1 Gating network T )0 #   V # d  # 0 @' ‡! ' C# C!#0 U E S d E1 ... ¤Ž uj Modelj Π wj e Σ u Plant X y Σ -i e + -j e - yj - Σ if min(J(e)) otherwise Cont.j Σ + yi { - Π Modeli wi w= + r Cont.i ui Gating System X Plant wj wi y #  8!# 0 $ „s&3' X d m jX V h)0 ... y  V #! G  3BA55Ad0T3”3Ah)5Qf$&Bi7Pa7Cai$5ƒ—¦€a’†Q —X 3U ¤Ž BP e X Σ um + - Sensory Input(s) HUMAN SYSTEM u y f V# 1P ‡ E C  S 1 @ U  E! S S '!0 E 'P # 0 #b C    Vj C#0...

Ngày tải lên: 07/03/2014, 13:20

... implying least interesting information – Minimum (0.0) when all records belong to one class, implying most interesting information C1 C2 Gini=0.000 © Tan,Steinbach, Kumar C1 C2 Gini=0.278 C1 C2 Gini=0.444 ... classes, implying least interesting information • Minimum (0.0) when all records belong to one class, implying most interesting information © Tan,Steinbach, Kumar Introduction to Data Mining 42 Examples ... that result in large number of partitions, each being small but pure © Tan,Steinbach, Kumar Introduction to Data Mining 40 Splitting Based on INFO Gain Ratio: GAIN n n GainRATIO = SplitINFO = −...

Ngày tải lên: 15/03/2014, 09:20

... of several reasons, such as, for instance, his insufficient training, an incorrect reading of the instrument indication, an incorrect post processing of the readings, and so on The effects of this ... also in training to create a consistent solution Large network errors and even convergence problems in dynamic systems may be in fact induced in the application system during in the operating ... encompassing -among many others- embedded systems and intelligent manufacturing systems Training of researchers and practitioners is an investment for the advancement of science and industry...

Ngày tải lên: 03/06/2014, 01:04

... in 7th IEEE International Conference on Industrial Informatics, INDIN, pp 510–515 (2009) Page 11 of 11 37 D Andina, J Sanz-Gonzalez, On the problem of binary detection with neural networks, in ... rois in digital mammograms, in International Joint Conference on Neural Networks, pp 3220–3223 (2009) 24 A Jevtic, J Quintanilla-Dominguez, J Barron-Adame, D Andina, Image segmentation using ant ... selecting c points from the data set Quintanilla-Domínguez et al EURASIP Journal on Advances in Signal Processing 2011, 2011:91 http://asp.eurasipjournals.com/content/2011/1/91 Determine uik,...

Ngày tải lên: 20/06/2014, 22:20

... : 0, ω T → Rn m |xk t is a piecewise continuous map with first-class discontinuity points in 0, ω T ∩{tk }, and at each discontinuity point it is continuous on the left} Take X x ∈ C 0, ω; t1 ... to nonlinear parabolic equations in noncylindrical domains,” Nonlinear Analysis, vol 14, no 9, pp 771–783, 1990 12 Y Q Chen, “On Massera’s theorem for anti-periodic solution,” Advances in Mathematical ... Section 2, we introduce some definitions and lemmas In Section 3, by using the method of coincidence degree theory, we obtain the existence of the anti-periodic solutions of system 1.1 In Section...

Ngày tải lên: 21/06/2014, 07:20

... β = β1 ,β2 , ,βm In the following, we will prove that H(x, y) is a homomorphism T Advances in Difference Equations First, we prove that H(x, y) is an injective map on Rn+m In fact, if there ... = 2, Since f j and gi are not monotone increasing functions, the conditions of two theorems in [26] are not satisfied, which means that the theorems in [26] are not applicable to ascertain the ... Science in China Series F, vol 44, no 5, pp 389–395, 2001 [24] L Wang and D Xu, “Global exponential stability of Hopfield reaction-diffusion neural networks with time-varying delays,” Science in China...

Ngày tải lên: 22/06/2014, 19:20

... extraction using neuro-fuzzy systems and shift-invariant wavelet transforms for epileptic seizures diagnosing,” in Proceedings of 26th Annual International Conference of the Engineering in Medicine and ... monitoring Teemu Koivistoinen was born in Varkaus, Finland, in 1979 He received his M.S degree in electrical engineering—biomedical engineering from the Tampere University of Technology in 2003 From 2002 ... Junnila was born in Uusikaupunki, Finland, in 1975 He received his M.S degree in information technology—digital and computer engineering from the Tampere University of Technology in 1999 Since then,...

Ngày tải lên: 22/06/2014, 23:20

... strength (RSS) The main approach to obtaining RSS is to apply filters for extracting power to a limited bandwidth in two ways [11]: a single filter with a sliding window that examines the entire bandwidth ... according to SR In general, MI can be blind or assisted [10], and modes can be superimposed in the same band or not In the blind approach, no previous information about the modes present in the ... are implemented in the following steps: (i) training, (ii) testing, (iii) evaluation Due to the terminal mobility, another critical issue arises: the choice of a significant training vector for...

Ngày tải lên: 23/06/2014, 01:20

... Hock, Li Zhenhua, Jin Jingjing, Lim Jing Quan, Fan Mengyuan, Michal Wozniak, Wang Yue and Zhou Hufeng, for discussing their ideas and making my stay in the lab a memorable one Finally, I thank my ... depicting batch effects in DMD/NOR A figure depicting batch effects in ALL/AML A figure depicting batch effects in BCR-ABL/E2A-PBX1 A figure depicting batch effects in ... depicting the calculations for the hypergeometric test An example depicting how GSEA works An example depicting firing of a transition in a Petri net in GGEA An example depicting...

Ngày tải lên: 09/09/2015, 10:15

... 12 Housing Type in the Singapore Indian Eye Study…………………… 202 Figure 13 Individual Monthly Income in the Singapore Indian Eye Study………203 Figure 14 Smoking Categories in the Singapore Indian ... Length in Population-Based Studies The means of AL adults were reported to be 23.23 mm in Singapore Chinese17, 23.55 mm in Singapore Malays92, 22.6 mm in India Indians117, 23.38 mm in Latinos18, ... reported in Caucasians and Chinese, and should be carefully delineated in Indians Population-based cross-sectional data in the Singapore Indian Eye Study on Indians aged 40-84 years were analyzed in...

Ngày tải lên: 09/09/2015, 10:21