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One way of achieving this is to perform one of the n BPTT-like phases of Step 4 at each time step of the next “block” of n time steps. 3 Concluding Remarks Like the RTRL-algorithm the method needs a fixed ... A learning algorithm for analog fully recurrent neural net- works. IEEE/INNS Int. Joint Conf. Neural Networks, San Diego 1, 643-644. Pearlmutter, B. A. 1989. ...
The MobileNet model was used by applying transfer learning on the 7 skin diseases to create a skin disease classification system on Android application. ... Lastly, by using oversampling technique and data augmentation on preprocessing the input data provide a 94.4% accuracy and this model was deployed on the developed Android application. ... Training Algorithm Based on the Table 2 , the proponent decided to use the pretrained CNN MobileNet model. ...doi:10.30534/ijatcse/2019/116852019 fatcat:mtkc4lwoend6ri2lxyqsr4jf74
In this paper, we focus on the projection on the tropical triangle (the three-point tropical convex hull), and we develop one algorithm and its improved version, such that for a given data set in the tropical ... projective torus, these algorithms output a tropical triangle, on which the projection of a Fermat-Weber point of the data set is a Fermat-Weber point of the projection of the data set. ... , −644). ...doi:10.3390/math9233102 fatcat:uqjb6uauu5g2tloso2mwvbmaze
Automation and Remote Control
y=) bjQ)+Z+uG=S+Z+uG =O. j=l But the probability of this even in one cycle is |B|~™, and in the entire protocol, |B|~'™. Remark. The cryptoanalysis of  is possible only with small values of m. ... Then let a probabilistic algorithm exist, which enables one, with ¢ fixed, to find b;;, bi’; and uj, uj’ such that m m > 6ij;Q)+Z4+ujG= >> biQ; +24 uW/G. (2) j=l j=l In this case, uj — uj’ = ja (bY — b ...
Automation and Remote Control
Remark, If the stationary replacement algorithm .9 is such that the corresponding chain. ... For any B-stationary control o such that the corresponding chain ° has more than one ergodic class, we can explicitly indicate a B-stationary control 8 such that the chain .A® will have one ergodic class ...
Lecture Notes in Computer Science
The best known approximation algorithm is the LP-rounding algorithm in  with a (1− 1 e ) approximation ratio. ... The basic algorithm passes an exponential number of real-valued messages in each iteration. ... Remark 1. We only compute beliefs from the job side. ...doi:10.1007/978-3-662-44917-2_35 fatcat:ow5iat4ganggrnaeudbiyp7zdy
Astronomy and Astrophysics
It is evident from the quoted references that this field of as- trophysics is evolving at a remarkable rate. ... K(a')In|a — 2’ | , (2.1) T JR where z is a two-dimensional position vector on the observer’s sky. ...
Freund (1-BELL; Murray Hill, NJ) 94m:65053 65F10 65F30 65Y05 Douglas, Craig C. (1-IBM-M; Yorktown Heights, NY) Some remarks on completely vectorizing point Gauss-Seidel while using the natural ordering ... The algorithm is based on a di- agonal modification of the matrix, and exploits symmetry and persymmetry properties of the inverse matrix.” 94m:65051 65F10 65F20 Chan, Raymond H. ...
Remarks on a recent paper. 2 (Oct. 1959), 26. ... On program ming the numerical solution of polynomial equations. 3 (Dec. 1960), 644-647. (T) Englund, Donald; and Clark, Ellen. ...
In this paper, we focus on the projection on the tropical triangle (the three-point tropical convex hull), and we develop one algorithm (Algorithm 1) and its improved version (Algorithm 4), such that for ... a given data set in the tropical projective torus, these algorithms output a tropical triangle, on which the projection of a Fermat-Weber point of the data set is a Fermat-Weber point of the projection ... And we can compute a Fermat-Weber point of P 2,3 ( X): F P 2,3 ( X) = (0, −23, 21, −644, −644). The last row of P 2,3 ( X) is r =(0, −40, 4, −644, −644). ...arXiv:2108.10124v1 fatcat:uft64irstrdqjedalwl2zzxa6a
However, one particular application conspicuously missing from the traffic safety literature until recently is association analysis or market basket analysis. ... Based on the association rules discovered from the analysis, it was concluded that there is a significant correlation between lack of illumination and high severity of crashes. ... Conclusive remarks and future scope In this study, the application of market basket analysis on crash data is demonstrated using the data from the State of Florida. ...doi:10.1016/j.ssci.2007.12.001 fatcat:44i7pbkmcvcf5b4yuk26i35bru
Under software methodology, it is amusing to re-read the Dijk- stra note “Go to statement considered harmful” even if one dis- agrees with it and a like remark applies to the note “Global variables considered ... Suel, On probabilistic networks for se- lection, merging, and sorting (559-582); C. E. Leiserson and K. H. Randall, Parallel algorithms for the circuit value update prob- lem (583-597); P. D. ...
The Journal of the Operational Research Society
At this point, as a remark we have to state that any such set-up minimization problem arising in cable assembly shops has a graphical representation like the one in Figure 1. ... 644 Journal of the Operational Research Society Vol. 56, No. 6 the resulting sequence can be modified to satisfy the head allocation constraints. ...
This method is superior to CG on normal equations, SYMMLQ, and Saad’s GCI algorithm. Also the algorithm is amenable for imple- menting on parallel machines. ... Comput. 13 (1992), no. 2, 631-644; MR 92j:65048], which is a bi-conjugate gradient method. ...
Parametric models on modeling stock price behavior have strict assumptions on the return distributions. ... From that perspective, financial modeling in the emerging markets requires flexible and nonparametric algorithms to minimize fails and variations in estimations. ... Kendall's To and Copula Algorithms Let's take the following copula function. (10) ) 1 )( 1 ( ) , ( v u uv uv v u C , ] 1 , 0 [ , v u , ] 1 , 1 [ . (8) Spearman's Ro and Copula Algorithms We can examine ...doaj:a6b8010825554e13982c9a19c5c79a83 fatcat:yjgwe5xspvbypkpl64pr73bvjm
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