In this study, a odor concentration estimation model in the grow to finish swine pen was derived using principal component analysis and multiple regression models. 14 kinds of compounds were used. Prior statistical analysis, missing value (less than MDL)for each imputed with MDL/2, unit log-transformed follow normal distribution. The three components extracted through explained for 77.03% initi...

Abstract What role does knowledge play in expertise development professional domains, and to what extent that domain-specific interact with individuals’ strategic abilities their deep-seated interest a profession? These are central questions explored this chapter positions its within the framework of Model Domain Learning or MDL. The MDL is theoretical model used capture systematic changes know...

The quality of diverse compound selection mainly depends on cluster algorithms, descriptors, the combinations of the descriptors, and similarity metrics. The Jarvis-Patrick algorithm, MDL search keys, and Daylight fingerprints are a well accepted algorithm and structure descriptors for compound library diversity analysis. Based upon our 288 experiments on selecting compounds from various descri...

This paper reviews the principle of Minimum Description Length (MDL) for problems of model selection. By viewing statistical modeling as a means of generating descriptions of observed data, the MDL framework discriminates between competing models based on the complexity of each description. This approach began with Kolmogorov’s theory of algorithmic complexity, matured in the literature on info...

Multi-Domain Logic (MDL) is a generalization of signed logic, in which every variable has its own domain. This aspect increases the efficiency of direct solving of MDL satisfiability, because the solving process proceeds by reducing the size of the domains (contradiction appears as an empty domain). In contrast to the usual approach of translating signed logic satisfiability into boolean satisf...

Rotated object detection in aerial images is a meaningful yet challenging task as objects are densely arranged and have arbitrary orientations. The eight-parameter (coordinates of box vectors) methods rotated usually use ln-norm losses (L1 loss, L2 smooth L1 loss) loss functions. As mainly based on non-scale-invariant Minkowski distance, using will lead to inconsistency with the metric rotation...

This study aimed to determine the pupils practices at home during Modular Distance Learning (MDL) in terms of Reading, Parenting, and Gadgets, find their Reading Literacy levels either Independent, Instructional, Frustrated, or Non-Readers, further significant relationship between MDL Level. Also, design an Action Plan based on studys findings help with problems reading level. used a descriptiv...

International limits on the concentrations of living organisms in ballast water are now force for commercial ships. Microscopy-based, “direct count” assays estimate organisms. These used performance tests Ballast Water Management Systems (BWMSs), which shipboard technologies designed to reduce below discharge limits. Here, we examine factors that affect method detection limit (MDL) direct count...

The effects of modifying the carbohydrate chain and amino acids on the conformation and activity of Millettia dielsiana Harms. ex Diels. lectin (MDL) were studied by hemagglutination, fluorescence and circular dichroism analysis. The modification of tryptophan residues led to a compete loss of hemagglutinating activity; however, the addition of mannose was able to prevent this loss of activity....