In this paper, we developed a binary particle swarm optimization (BPSO) based association rule miner. Our BPSO based association rule miner generates the association rules from the transactional database by formulating a combinatorial global optimization problem, without specifying the minimum support and minimum confidence unlike the a priori algorithm. Our algorithm generates the best M rules...

In this paper, we classify the skew cyclic codes over Fp + vF_p + v^2F_p, where p is a prime number and v^3 = v. Each skew cyclic code is a F_p+vF_p+v^2F_p-submodule of the (F_p+vF_p+v^2F_p)[x;alpha], where v^3 = v and alpha(v) = -v. Also, we give an explicit forms for the generator of these codes. Moreover, an algorithm of encoding and decoding for these codes is presented.

We consider the problem of finitely parameterized multi-armed bandits where model underlying stochastic environment can be characterized based on a common unknown parameter. The true parameter is to learning agent. However, set possible parameters, which finite, known priori. propose an algorithm that simple and easy implement, we call Finitely Parameterized Upper Confidence Bound (FP-UCB) algo...

Modern deep neural networks (DNNs) spend a large amount of their execution time computing convolutions. Winograd's minimal algorithm for small convolutions can greatly reduce the number of arithmetic operations. However, a large reduction in floating point (FP) operations in these algorithms can result in significantly reduced FP accuracy of the result. In this paper we propose several methods ...

The amount of competition in the business world, especially sales industry, required developers to find a strategy that could increase and marketing products sold, one which was using clothing data with mining. Data Mining an iterative interactive process new patterns or models can be generalized for future, valuable, understandable massive database. HAS Stores arrangement goods layout still pl...

Prostaglandins stimulate hepatocyte proliferation in vivo and in vitro. We have examined the role of E prostanoid (EP) and F prostanoid receptors (FP) in enhancing the growth-stimulatory effect of epidermal growth factor (EGF) in cultured hepatocytes. The EP2 receptor agonist butaprost had no significant effect on EGF-induced DNA synthesis. EP1 receptor-selective antagonists did not affect the ...

Flavopiridol (FP) inhibits gene expression and causes apoptosis, and these effects cannot be explained by inhibition of cyclin-dependent kinases that govern cell cycle. The simple and established notion that FP is an inhibitor of transcription predicts its effects. Because Mdm-2 targets p53 for degradation, FP, as predicted, dramatically induced p53 by inhibiting Mdm-2. Once p53 was induced, re...

The Fokker–Planck (FP) equation can deterministically describe the evolution of probability density function, which plays an extremely significant role in fields stochastic dynamics. Unfortunately, limited samples that arise from consideration engineering practice are inevitable, restricts solving FP equation. Accordingly, present study, a super-DL-FP framework is established to solve steady-st...