Reduction

In this paper, we study the solvability analysis of arbitrarily high-order linear differential-algebraic equations (DAEs) with time-varying coefficients, using the algebraic-behavior approach. We propose a concept of strangeness-index and construct condensed forms for high-order linear DAEs.

14p vibenya 31-12-2024 1 0   Download

This paper aims to develop an effective method for reduction and decomposition on large matrices with low required computational resources and fast processing times. Our contribution is to design a PCA-SVD hybrid method that dividesthe feature extraction into two phases: PCA-based size reduction and SVD-based decomposition. In our method, PCA is first applied to a large matrix to extract its important components

5p vibenya 31-12-2024 1 0   Download

Metal forming to make large parts, take large reductions, use high strength materials, work to net shape (precision flashless closed die forging), and use cold forming to obtain certain physical properties all require high forming forces. These forces may be larger than the capacity of existing machinery.

33p vcuong222 13-05-2015 55 4   Download

Tại sao cần chuẩn bị dữ liệu?. Làm sạch dữ liệu ( data cleaning) . Chọn lọc dữ liệu (data selection) . Rút gọn dữ liệu ( data reduction) . Mã hoá dữ liệu3CÁC KIỂU DỮ LIỆUDữ liệu dạng thuộc tính giá trị (Attribute-value data) Các kiểu dữ liệu  số (numeric), phi số (categorical)  Tĩnh, động (thời gian) Các dạng dữ liệu khác.

30p abcdef_14 19-07-2011 422 43   Download

Early metabolic steps, including glycolysis and the activity of the pyruvate dehydrogenase complex, yield a two-carbon fragment called an acetyl group, which is linked to a large cofactor known as coenzyme A (or CoA). It is during the citric acid cycle that acetyl-CoA is oxidized to the waste product, carbon dioxide, along with the reduction of the cofactors NAD+ and ubiquinone

94p zingzing09 21-10-2012 58 9   Download

Concept of Shape-Selective ZSM-5 Dewaxing Catalyst. Cracking High-Pour Paraffins into Naphtha and Gas. Reduction Coking Propensity through Reactant-Shape Selectivity

44p ntchung8894 18-02-2014 64 7   Download

Balancing oxidation-reduction equations, oxidation-reduction reactions, voltaic cells, cell EMF, effect of concentration on cell EMF is the main content of the lecture "Chapter 20: Electrochemistry". Invite you to consult the detailed content lectures to capture details.

59p leminhuy 01-11-2015 38 3   Download

Digital Image Processing: Image Enhancement - Duong Anh Duc presents about Image Enhancement; Point Operations; Image Negative; Contrast Stretching; Compression of Dynamic Range; Image Averaging for noise reduction; Some Averaging Filters; Some Typical Histograms.

78p cocacola_08 21-11-2015 68 3   Download

Dithering, also called Halftoning or Color Reduction, is the process of rendering an image on a display device with fewer colors than are in the image. Digital Image Processing: Some Special Techniques Dithering presents about it.

56p cocacola_08 21-11-2015 41 2   Download

Computing matrices is a crucial and prevalent topic in the field of data processing and artificial intelligence. One of the significant and effective methods for matrix manipulation is Singular Value Decomposition (SVD). Based on matrix computations using SVD, we can perform various complex operations such as dimensionality reduction, hidden information detection, optimization, and many other applications.

9p viprimi 16-12-2024 2 0   Download

Bài giảng "Máy học nâng cao: Dimension reduction and feature selection" cung cấp cho người học các kiến thức: Introduction - dimensionality reduction and feature selection, dimensionality reduction, feature selection. Cuối bài giảng có phần bài tập để người học ôn tập và củng cố kiến thức.

81p abcxyz123_08 11-04-2020 44 6   Download

Bài giảng Khai phá dữ liệu (Data mining): Data preprocessing, chương này trình bày những nội dung về: why preprocess the data; descriptive data summarization; data cleaning; data integration and transformation; data reduction; discretization and concept hierarchy generation;... Mời các bạn cùng tham khảo chi tiết nội dung bài giảng!

71p diepkhinhchau 18-09-2023 10 5   Download

Bài giảng Khai phá dữ liệu (Data mining): Dimensionality reduction and feature selection, chương này trình bày những nội dung về: introduction to dimensionality reduction and feature selection; principal component analysis (PCA); fisher’s linear discriminant analysis (LDA);... Mời các bạn cùng tham khảo chi tiết nội dung bài giảng!

81p diepkhinhchau 18-09-2023 14 5   Download

Lecture "Applied data science: Regularisation" includes content: variable subset selection, shrinkage methods, dimension reduction, considerations in high dimensions,... We invite you to consult!

34p kimphuong1144 04-12-2023 10 3   Download

The broad aim of this research is to make the process of reverse osmosis water desalination more environmentally sustainable. For this purpose, the reduction of power consumption and also utilizing the final brine before being discharged to the sea, were two major concerns.

110p runthenight05 01-03-2023 56 3   Download

This thesis explores the problem of wasteful fashion consumption in light of the current need for individuals to develop a sustainable way of living. The Agenda 21 report from the Rio Earth Summit (1992) determined that sustainable consumption is an issue to be addressed in terms of resource conservation, waste reduction and a reduction of production pollutants. To date, in Australia, there are no policies or strategies in place to reduce wasteful consumption from the consumer’s perspective and it is this research and policy deficit that this thesis research addresses.

127p runthenight07 01-03-2023 14 3   Download

The increasing use of Intelligent Transport System (ITS) can enable very close vehicle spacings which generally results in a net drag reduction for the resulting convoys. The majority of vehicle development has, to date, been for vehicles in isolation, thus the study of interaction effects is becoming increasingly important. The main objective of this research is to investigate the use of Computational Fluid Dynamics (CFD) for understanding convoy aerodynamics and to further the understanding of airflow interaction between vehicles via CFD.

154p runthenight07 01-03-2023 8 3   Download

The overall aim of this study is to determine the most effective way to reduce the radiation dose to the breast during non-breast related CT scans, whilst still maintaining a suitable image quality. This study will attempt to compare the doses and noise of various protocols that can be used for dose reduction, including tube current modulation, bismuth breast shields and manual reduction of tube current.

111p runthenight07 01-03-2023 11 3   Download

The main aims of the project were to firstly find out or identify barriers that are inhibiting builders from installing greywater systems and secondly to identify and formulate strategies to reduce or eliminate the barriers identified. The main barriers for builders are; high cost, government regulations, lack of builder awareness or knowledge, and low client demand.

225p runthenight04 02-02-2023 5 2   Download

Poverty and inequality are among the most discussed topics in Economics. This thesis aims to investigate the empirical relationship between financial inclusion, poverty and gender inequality. Using unique cross-country panel and survey data sets, three hypotheses are tested: (1) microfinance is an effective tool for poverty reduction; (2) women’s participation in microfinance contributes to improvements in gender equality; and (3) financial inclusion has a positive effect on household income in China.

108p runthenight04 02-02-2023 18 4   Download