Training data

This article constructs a convolutional neural network for predicting pressure and velocity fields around a twodimensional aircraft wing model (airfoil model). Training data is computed using the Reynolds-averaged method, and then extracted, focusing on the flow around the wing.

11p viyamanaka 06-02-2025 2 2   Download

This paper presents a novel approach to enhancing the accuracy of precipitation estimation in Central Vietnam using the Extreme Gradient Boosting (XGBoost) machine learning model. The proposed method integrates multi-source data, combining satellite imagery from Himawari-8, atmospheric reanalysis from ERA-5, and digital elevation models from ASTER DEM to train the model.

9p tuetuebinhan000 23-01-2025 1 1   Download

The study collected primary data by sending surveys to individuals working in the franchising sector, 236 valid questionnaires were coded and processed using SPSS and AMOS software.

7p tuetuebinhan000 23-01-2025 3 2   Download

Currently, there are no studies providing data on normal thyroid anatomy images on ultrasound to document thyroid imaging for doctors in the country in general and in the Mekong River Delta in particular. Therefore, it is necessary to determine the size of a normal adult human thyroid gland by ultrasound and contribute to providing reference data for the training of clinicians, especially determining the dose of drugs to treat some thyroid diseases related to the size of the gland.

7p vinara 11-01-2025 1 1   Download

Recent MLP-Mixer has a good ability to handle longrange dependencies, however, to have a good performance, one requires huge data and expensive infrastructures for the pre-training process. In this study, we proposed a novel model for nuclei image segmentation namely Axial Convolutional-MLP Mixer, by replacing the token mixer of MLP-Mixer with a new operator, Axial Convolutional Token Mix.

6p vibenya 31-12-2024 3 2   Download

One of the most popular software packages for businesses today is Microsoft SharePoint Server. Microsoft SharePoint Server is a very popular program for businesses, because it helps to improve business procedures without the demand of extensive training beforehand. The suite supports a large number of programs and is built to be an efficient content management platform for business use. It is also designed to streamline many unlike types of business applications, allowing the users to be more effective in their day to day operates.

32p nguoidanden 03-07-2013 55 3   Download

This study explores the use of teacher reflective practice, teacher networking and teacher collaboration, beyond formal ICT training, through blog-based professional development of English teachers in the Mumbai region of India. Using data collected from 32 teachers in three private schools of Mumbai, through ICT interactive workshop observations, questionnaires, interviews and blog comments, the case study explains whether and why blogging, as a learning community, has potential to add significant value to existing professional development of English teachers in Mumbai.

187p runthenight05 01-03-2023 12 3   Download

This changing external environment is the context for this 'practitioner research' investigative project - the development of a motorsports program as a case study of innovation and entrepreneurship at Wodonga Institute of TAFE. A participant-observer research approach was applied to examine the perceptions of the stakeholders about the development of the program. Data was collected through semi-formal interviews with stakeholders, maintaining a reflective research journal and reviewing related literature.

172p runthenight07 01-03-2023 9 3   Download

This paper focuses on exploring Machine learning methods to automate this process. The main challenge we face is in generating adequate training datasets to train the Machine learning model. Creating training data by manually segmenting real images is very labour-intensive, so we have instead tested methods of automatically creating synthetic training datasets which have the same attributes of the original images. The generated synthetic images are used to train a U-net Model, which is then used to segment the original bread dough images.

75p runordie3 06-07-2022 6 2   Download

Research objectives of the thesis: Research the theories of complex fuzzy sets, complex fuzzy logic and measures based on complex fuzzy sets; research and development of fuzzy inference system based on complex fuzzy sets; research applied techniques to reduce rules, optimize fuzzy rules in complex fuzzy inference system; research on how to represent rules based on fuzzy knowledge graphs to reduce inference computation time for the test set and deal with the cases where the new dataset is not present in the training data set.

27p beloveinhouse01 15-08-2021 20 4   Download

Since data representation is one of the factors that affect the training and testing time, a compact and complete detector generation algorithm is investigated; the thesis investigates optimal algorithms to generate detector set in AIS; they help to reduce both training time and detecting time of AIS-based IDSs.

103p larachdumlanat129 20-01-2021 21 4   Download

The research has a root intention, started from manager’s dilemma. In these near years, employee turnover rate is very high (from 20% - near 35% in per head office, branch offices). Expenditure for recruiting new employee is very high. After recruiting, newcomers need probationary process, they maybe pass or fail, even if newcomer fails, the company lost more expenditure for looking for other candidates, for training, etc.

87p donhuvy 14-09-2020 39 5   Download

Proposing a model to classify by fuzzy decision trees and a method to select the feature training samples set for classification process. Recommending the linguistic value treatment method of inhomogeneous attributes based on hedge algebra. Proposing the algorithms by fuzzy decision tree in order to be effective in predicting and simple for users.

26p gaocaolon6 30-07-2020 33 3   Download

The thesis only studies the situation of developing the financial resources for public higher education in Vietnam. The author performs statistics and summarizes the data on the structure of financial institutions at 55 institutions of higher education nationwide in all the training groups belonging to two groups of higher education institutions: The group is completely self-financed in terms of finance and group partially financial autonomy and carry out opinion surveys of students of 5 typical public tertialry institutions in 5 typical industry groups.

27p dungmaithuy 18-09-2019 48 4   Download

Contents of "Project ACCPi10: Online Bus Ticket Resevevation System": problem definition; customer requimentSpecification(CRS); achitecture and design of the project; data flow diagram; flow chart; entity relationship diagram(ERD); task sheet; checklist of validations; submission checklist.

35p ngphutien 17-06-2014 79 12   Download

In this tutorial I will introduce ‘learning to rank’, a machine learning technology on constructing a model for ranking objects using training data. I will first explain the problem formulation of learning to rank, and relations between learning to rank and the other learning tasks. I will then describe learning to rank methods developed in recent years, including pointwise, pairwise, and listwise approaches.

1p hongphan_1 15-04-2013 54 2   Download

While the current trend in the training industry is heading toward the use of the LCD Projector technology, the overhead projector is still the most popular presentation device used today. Some presenters continue to misuse the overhead projector even though they have used them for years.

16p mientrung102 30-01-2013 88 16   Download

Hiện nay, tồn tại một số thuật Toán học phân lớp Văn bản thực hiện có kết quả rất tốt khi được Xây dựng dựa trên một tập ví dụ học lớn. Tuy nhiên, trong thi hành thực tế thì điều kiện này hết sức khó khăn vì ví dụ học thường được gán nhãn bởi con người nên đòi hỏi rất nhiều thời gian và công sức. Trong khi đó, các dữ liệu chưa gán nhãn (unlabeled data) thì lại rất phong phú. Do vậy, việc xem xét các thuật Toán học không cần nhiều dữ liệu gán nhãn, có khả năng tận dụng...

54p bluesky_12 26-12-2012 151 34   Download

PTuyển tập báo cáo các nghiên cứu khoa học quốc tế ngành hóa học dành cho các bạn yêu hóa học tham khảo đề tài: erformance evaluation of time-multiplexed and data-dependent superimposed training based transmission with practical power amplifier model

48p sting08 20-02-2012 68 9   Download

Tuyển tập các báo cáo nghiên cứu về y học được đăng trên tạp chí y học Critical Care giúp cho các bạn có thêm kiến thức về y học đề tài: Training in data definitions improves quality of intensive care data...

7p coxanh_1 23-10-2011 44 4   Download