This article presents a study on the application of k-Nearest Neighbor (k-NN) machine learning algorithm for predictive maintenance in facility management. The implementation is crucial elimination unforeseen breakdowns, optimization operational efficiency, and reduction costs. k-NN was employed dataset comprising diverse factors to predict probability machine's malfunction. findings our case d...

We consider random multivariate quadtries obtained from n points independently and uniformly distributed on the unit cube of Rd. Let Nn(y) be the complexity of the standard partial match algorithm for fixed vector y, where y is a vector in Rs, 0 < s < d. We study Nn = supy Nn(y), the worst-case time for partial match. Among other things, we show that partial match is very stable, in the sense t...

INTRODUCTION Circulating nucleosomes released from apoptotic cells are important in the pathogenesis of systemic lupus erythematosus (SLE). Both nucleosomes and anti-nucleosome antibodies are deposited in inflamed tissues in patients with SLE. Active inflammation promotes nitration of tyrosine residues on serum proteins. Our hypothesis was that levels of nitrated nucleosomes would be elevated i...

Neural Networks (NN) have acquired great success, as they are one of the most rapidly expanding areas. Marketing and specifically Market Segmentation (MS) is one topic that NN can be a useful tool. This work presents an application of NN in MS. A Case Study (CS) in the market of mobile phones is used. In this scenario, a Mobile Company wants to predict what type of mobile phone people desire, i...

A total of 913 boned pork loins were selected in a commercial cutting operation on the basis of color measured by a Colormet surface colorimeter. Color (L, a, b values) at three locations, free water, and ultimate pH were measured on each loin. In addition, the genotype with respect to malignant hyperthermia was determined by a restriction endonuclease assay. Six hundred ninety-three loins were...

in this paper, we introduce a takagi-sugeno (ts) fuzzy model which is derived from a typical multi-layer perceptron neural network (mlp nn). at first, it is shown that the considered mlp nn can be interpreted as a variety of ts fuzzy model. it is discussed that the utilized membership function (mf) in such ts fuzzy model, despite its flexible structure, has some major restrictions. after modify...

CONTEXT Ghrelin is a peptide with multiple functions that circulates in acylated (AG) and unacylated (UAG) forms. However, the role of ghrelin in neonates (NN) remains to be clarified. OBJECTIVE The aim of this study was to determine ghrelin concentrations of the two forms in NN to clarify their biological roles. As such, ghrelin levels at birth were compared with those in later life. SETTI...