This paper presents the design and implementation of a grid-computing environment for mining sequential patterns. An Apriori-like algorithm for mining sequential patterns is deployed in the proposed grid-computing environment. Apriori-like algorithm is not of very high performance in comparison to ...
For a standard convolution with weight\(\mathrm {w}\)and the input feature map\(\mathrm {x}\), it first samples features on\(\mathrm {x}\)using a fixed rectangular sampling grid\(\mathcal {R} = \{\mathbf {p}_1,\ldots ,\mathbf {p}_N\}\)(e.g.\(3\times 3\)grid\(\{(-...
B. (2022). A performance comparison of machine learning algorithms for load forecasting in smart grid. IEEE Access, 10, 48419–48433. https://doi.org/10.1109/ACCESS.2022.3171270 Article Google Scholar Wei, B., Kanai, K., & Katto, J. (2016). History-based throughput prediction with ...
Finally, the case study for different grid sizes demonstrated that the PIML model can reduce the computational time of SGSIM by several orders of magnitude. We also demonstrated that the proposed method can efficiently incorporate new data and provide accurate estimations without the necessity of ...
However, the accuracy of these method can be low for highly non-linear problems. With numerical integration methods, the first few moments of the LSF are computed by the point estimation method [3] or sparse grid integration method [16], and the model response PDF as well as the failure ...
4.RoI Mining.We divide the study region into spatio-temporal grid cells, then due to its e,ectiveness we apply the same “Hybrid”RoI expansion method as in[2] .The only extra 381Spatio-temporal Sequential Pattern Mining for Tourism Sciences Bermingham and Lee ...
Due to this limitation, application of higher-order statistics is not effective, and the choice of a suitable unsupervised learning method is restricted to those utilizing lower-order statistics. As an interesting case study, we present here variable magnetic-field Piezoresponse Force Microscopy (PFM)...
Anticancer peptides (ACPs) are a kind of bioactive peptides which could be used as a novel type of anticancer drug that has several advantages over chemistry-based drug, including high specificity, strong tumor penetration capacity, and low toxicity to n
We conclude that 3D bioprinted tissue with a gridded structure allows ingrowth of blood vessels and has the potential to be vascularized from the host. This is an essential step to take bioengineered tissue from the bench to clinical practice....
In Line 2 the potential of hyperparameter configurations are estimated using the plug-in estimators (Equation 6) on a fine grid G ⊂ Λ. The ν |G| hyperparameter configurations with little potential define regions where no improvement is predicted. Hence, the pruned hyperparameter space is ...