... for the perceptron algorithm, the CRF algorithm using the approximation to the gradient of α0 , andthe CRF algorithm using an exact gradient of α0 Table shows these times in hours Because of the ... then the trigram wi−2 wi−1 wi is a feature, as is the bigram wi−1 wi andthe unigram wi In this case, the weight on the transition wi leaving state h must be the sum of the trigram, bigram and ... the starting point for our CRF algorithm: the feature set given to the CRF algorithm is the feature set selected by the perceptron algorithm; the feature weights are initialized to those of the...
... Exponentiation • can use the Square and Multiply Algorithm • a fast, efficient algorithm for • • • • exponentiation concept is based on repeatedly squaring base and multiplying in the ones that are ... primes at random - p, q • select either e or d and compute the other • primes p,q must not be easily derived from modulus N=p.q • means must be sufficiently large • typically guess and use probabilistic ... selecting two large primes at random - p, q • computing their system modulus N=p.q • note ø(N)=(p-1)(q-1) • selecting at random the encryption key e • where 1
... problem at hand, the complete set of data is the (equivalent) transmitted pattern B andthe channel gains g1 and g2 ; the sequence B is the desired data, andthe channel gains are the nuisance ... where there are random variables other than a desired component contributing to the observable data The complete set of data consists of the desired data andthe nuisance data In the context of the ... shown that the new noise samples w1 [k] and w2 [k] are independent and have variance 2N0 These results mean that the SNR in the samples p1 [k] and p2 [k] is also γ, in other words, the original...
... But their control may be in someone else’s hands; andthe process of instantiation (the conversion of the digital script into a physical object) may then be severed in space and time from the ... from the making andthe makers of the original file As a consequence, the author of the original script may not be the only author of the end product, and may not determine all the final features ... the distance between designers and building sites is an historical variable, and it ebbed and flowed for centuries before (and after) Alberti’s theoretical climax With these ebbs and flows, the...
... partial explanation of the high U.S external deficit over the 2000s See Chinn and Ito (2007) and Gruber and Kamin (2007) 12 2000, and other industrial country rates other than the United Kingdom’s ... the rise in world saving andthe expanding global imbalances that emerged later in the decade Indeed, it is only around 2004 that the 26 A curious and so far unresolved aspect of the saving and ... from the U.S rate in those years Early 2000 marked the peak of the U.S equity markets andthe prelude to the dotcom collapse Bernanke (2005, pp 8-9) suggests that investment demand fell around the...
... identification algorithmThe numerical simulations are taken when the sensor is placed at the distances L/4, L/2 and L from the base In Fig 3, the shapes of the 1st mode, the 3rd mode andthe 5th mode ... term The magnitude of the error term depends on the number andthe locations of the sensors The numerical simulation is applied to a base excited cantilever beam to illustrate thealgorithmThe ... identification algorithm is the requirement of the knowledge of entire state vector x(t) Combination of the identification algorithmandthe modal superposition method The incomplete measurement leads to the...
... identification algorithmThe numerical simulations are taken when the sensor is placed at the distances L/4, L/2 and L from the base In Fig 3, the shapes of the 1st mode, the 3rd mode andthe 5th mode ... term The magnitude of the error term depends on the number andthe locations of the sensors The numerical simulation is applied to a base excited cantilever beam to illustrate thealgorithmThe ... identification algorithm is the requirement of the knowledge of entire state vector x(t) Combination of the identification algorithmandthe modal superposition method The incomplete measurement leads to the...
... instance, if the first proposes “$60 for me and $40 for you” andthe second accepts, the first gets $60 andthe second gets $40 But here’s the twist: if the second subject rejects the proposal, the $100 ... because of their own cognitive mistakes, they have both the means andthe motive to curtail their losses They can seek additional information, for example, or employ experts to advise them They can ... years, weather and traffic will eat more deeply into the roadbed, and those same repairs will cost $30 million.2 During the depths of the downturn, the workers and equipment necessary to the work...
... dormancy—of the moments of the zeta function Nor is there any mention of the Generalized Riemann Hypothesis, the Modified Generalized Riemann Hypothesis, the Extended Riemann Hypothesis, the Grand Riemann ... factors They are, to use a word mathematicians rather like, “trivial” factors The interesting factors are the others: 2, 4, 7, and 14 These are called the proper factors The number 28, therefore, ... professional mathematics The Riemann Hypothesis is now the great white whale of mathematical research The entire twentieth century was bracketed by mathematicians’ preoccupation with the Riemann Hypothesis...
... upon the developments of beliefs on each side of the lines about the intentions and likely actions of the soldiers on the other side As the beliefs strengthened, they became trust trust from the ... collisions The shopkeeper andthe customers trust that the till calculator will reckon the bills correctly and that the banks will record the resulting changes in balances accurately They trust the ... observing the scene on the other side of the line might plant the seeds of sympathy Men saw their opposite numbers eating their meals or mending their defences, mirroring their own daily routines They...
... 1,3 and j = 1,2,3, , N Moreover, for every n Î N, let S and Sn be the S-mappings generated (n) (n) (n) by T1, T2, , TN and a1, a2, , aN and T1, T2, , TN and α1 , α2 , , αN , respectively Then ... S and K, (3.20) and Lemma 2.3, we have that Q is nonexpansive mapping and F(Q) = F(K) F(S) (3:25) Kangtunyakarn Fixed Point Theory and Applications 2011, 2011:38 http://www.fixedpointtheoryandapplications.com/content/2011/1/38 ... Kangtunyakarn: Iterative algorithms for finding a common solution of system of the set of variational inclusion problems andthe set of fixed point problems Fixed Point Theory and Applications 2011...
... theEuclidean operator radius of two operators and their applications for one operator, see the recent paper , where further references are given Motivated by the useful applications of theEuclidean ... utilizing the inequality 2.11 and making use of the same argument from the proof of Theorem 2.1, we can state the following result as well S S Dragomir n Theorem 2.5 If T1 , , Tn ∈ B H , then ... provides, for the case that B, C are the selfadjoint operators in the Cartesian decomposition of A, exactly the lower bound obtained by Kittaneh in 1.7 for the numerical radius w A For other inequalities...
... instance, if the first proposes “$60 for me and $40 for you” andthe second accepts, the first gets $60 andthe second gets $40 But here’s the twist: if the second subject rejects the proposal, the $100 ... because of their own cognitive mistakes, they have both the means andthe motive to curtail their losses They can seek additional information, for example, or employ experts to advise them They can ... years, weather and traffic will eat more deeply into the roadbed, and those same repairs will cost $30 million.2 During the depths of the downturn, the workers and equipment necessary to the work...
... them on yourself, to overcome problems and help you achieve goals then there is no problem at all They are dangerous: Although it is true that they are banned from within advertising due to the ... subliminal messages with an open mind, and use them to support your goals rather than expecting them to achieve them for you then you will receive some fantastic benefits and advantages Ultimately sending ... negative self beliefs - as the affirmations build in your mind they will slowly enter your reality and change the way you think about things, andthe way you think about yourself, and boost your self...
... o gcd- condition is Golod The following result ties together the notions of sequentially Cohen-Macaulay rings and Golod rings, via the Alexander dual Recall that the Alexander dual of ∆ is the ... 4.2.5] There are several equivalent but differently flavored characterizations of Golod rings, see Sections 5.2 and 10.3 in [1] andthe references therein One is that R is Golod if the ranks of the ... ∆} Here and henceforth F c denotes the complement of F in V The facets of ∆∨ are the complements in V of the minimal non-faces of ∆ Proposition (Herzog, Reiner, Welker [9]) If the Alexander dual...
... dosimetry with the PV-aS1000 is used, the dose calculation grid in the planning system should be the finest possible On the other hand, with GLAaS it is possible, in the composite and in the short ... Where Z(f) is the spectrum of the modulation pattern in the field andthe integration limit F was set to 1, as described in [20] The application of the MI on the dose matrices instead of the fluence ... values and standard deviations of all the acquisitions per each gantry interval Also the mean values and standard deviations, as well as the range, are reported as global mean of all the 6° and...
... groups, namely the speech-language therapists andthe physiotherapists Results can be viewed in Table For both of these groups the differences are between the spare time domain andthe domains of ... clients andthe 20 rehabilitation professionals treating them (including occupational therapists, physiotherapists, speech-language therapists and social workers) participated in the study The professionals ... analysis and interpretation Figure Schematic representation of the research process representative symbols of each domain The one group had both the graphic symbols andthe words andthe other group...
... varied and demanding clientele Step 1: Understanding the Client The process always starts with the investor and understanding his or her needs and preferences For a portfolio manager, the investor ... used model, the capital asset pricing model, with other models, and explain how and why they diverge in their measures of risk andthe implications for the equity risk premium In the second part ... from the expected return The spread of the actual returns around the expected return is measured by the variance or standard deviation of the distribution; the greater the deviation of the actual...
... using the Karnik-Mendel Iterative Algorithm 125 5.2.4 5.3 The KM Iterative Algorithmandthe EKM Iterative Algorithm1 28 Improved Algorithms for the FWA andthe LWA ... yl and yr because the switch points L and R are unknown The Karnik-Mendel iterative algorithm is an efficient algorithm that searches for the switch points L and R The detailed procedure of the ... with the introduction of the KM iterative algorithm /the EKM iterative algorithm to assist with the necessary α-cut arithmetic, the computational efficacy of FWA and LWA remained poor because of the...