Traditional learning methods

This research undertakes a comparative analysis of lane detection methodologies, explicitly focusing on traditional image processing techniques and Convolutional Neural Networks (CNNs). The evaluation utilized a sample of 500 images from the CULane dataset, which encompasses a diverse range of traffic scenarios.

14p vithomson 02-07-2024 0 0   Download

The study sheds light on the role of word embeddings in constructing robust spam detection models, offering valuable guidance for model selection. The methodology, comparative analysis, and future directions are also presented in the paper.

5p vithomson 02-07-2024 0 0   Download

"Education’s digital transformation: Current state and prospects" allows students to be proactive in their learning and practical application of knowledge, and they can access knowledge at any time and from any location. A successful digital transformation in education will speed up the process of creating a digital society, provide efficiency, save costs, and help shift mindsets as soon as feasible.

5p tonhiemm 07-06-2024 0 0   Download

In this book you will find the basics of probability theory and statistics. In addition, there are several topics that go somewhat beyond the basics but that ought to be present in an introductory course: simulation, the Poisson process, the law of large numbers, and the central limit theorem. Computers have brought many changes in statistics. In particular, the bootstrap has earned its place. It provides the possibility to derive confidence intervals and perform tests of hypotheses where traditional (normal approximation or large sample) methods are inappropriate.

484p zizaybay1103 29-05-2024 3 1   Download

This study seeks to develop a learning method based on local wisdom that is developed to support the learning process. One of the pearls of wisdom used in developing learning methods is the traditional games of the Sundanese people, namely the Bebentengan game.

12p viohoyo 25-04-2024 9 1   Download

The study included a total of twenty English teachers at Faculty of Foreign Languages (FFL) in Univerisity of Finance and Marketing (UFM). The information was gathered through a semi-structured interview. The results suggest that 65 percent of language teachers employed digital technology in their classrooms, whereas 35 percent used the traditional method (not using technology in language teaching and learning).

3p visergey 02-04-2024 6 1   Download

This approach can be problematic because SDN networks have different characteristics than traditional computer systems. In this paper, we propose a new method for SDN intrusion detection using machine learning. Our method addresses the problem of data imbalance, which is a common problem with machine learning datasets.

14p vigojek 02-02-2024 3 1   Download

This study introduces an approach to detect deepfake images using transfer learning methods, including XceptionNet, RestNet101, InceptionResV2, MobileNetv2, VGG19 and DenseNet121, along with comparing it with a traditional CNN model.

8p vigrab 02-02-2024 6 3   Download

Minerals, with their intricate chemical compositions and crystalline structures, play a pivotal role in diverse chemical processes, applications, and research. Traditionally, their classification was achieved through observational and chemical techniques. However, with increasing sample sizes, these methods often proved time-consuming. Recent advances in Artificial Intelligence (AI) and Deep Learning (DL) promise transformative improvements in the speed and accuracy of mineral classification.

14p vigojek 02-02-2024 4 1   Download

The article refers to the application of a blended learning model in the current digital transformation context at the Faculty of Engineering and Technology - Hung Vuong University. In which, the application method is presented in accordance with the conditions of the faculty - the university, analyzing and evaluating the current situation to see the effectiveness, benefits, existence, difficulties, as a basis for educators to find out improvement and adjustment plans to bring about practical effectiveness in training.

7p nhanchienthien 25-07-2023 5 3   Download

Supervised machine learning is considered as one of the methods to find out variable relationships more informative compared to traditional statistical methods. In this article, both traditional statistical analysis and supervised machine learning approaches are used to study consumer behavior through their willingness to pay for irrigation services.

9p vimalfoy 08-02-2023 3 2   Download

Ebook A comprehensive guide to simulations, computer games, and pedagogy in e-learning and other educational experiences - Part 2 presents the following content: Section 3: next gen sims; section 4: managing the simulation process; section 5: appendices; appendix 1: aligning the right instructional solution for the right problem; appendix 2 e-learning architecture considerations today; appendix 3: traditional corporate simulation vendors;…

189p runthenight05 11-01-2023 12 2   Download

Problem-based learning is a new effective teaching method but has not been applied at the University of Danang - School of Medicine and Pharmacy (UD-SMP) yet. This study assesses the level of knowledge and the satisfaction of students after studying Problem-based learning method in comparison with the traditional one, called “Lecture-based learning”.

6p visirius 11-01-2023 15 4   Download

This paper presents the results obtained from application of active learning methods into lectures to students of Mechanical Engineering classes. The traditional methods of teaching make students become more and more passive when they are in class.

5p vijaguar 16-11-2022 6 1   Download

A great number of teachers are gradually taking this innovative achievement to improve their teaching methods and language teachers are no exception. Meanwhile, “higher education has been pressured to shift towards more flexible, effective, active, and studentcentered teaching strategies that mitigate the limitations of traditional transmittal models of education”.

3p vimaryamnawaz 04-08-2022 5 2   Download

The application of information technology in teaching and learning activities has gradually changed the traditional pedagogical method to an active teaching approach, helping teachers and learners promote their thoughts, creativity, initiative, and effectiveness.

10p vichristinelagarde 11-07-2022 8 3   Download

Through research on the theoretical basis of interest in learning, we have assessed the actual situation of students’ interest in learning martial arts at Bac Ninh Sports University through the expression of awareness, attitudes and learning actions.

5p viellenkullman 17-05-2022 9 2   Download

Defect detection is recognized to be the most integral criterion for the printed circuit boards (PCBs) quality in industrial manufacturing. The traditional PCB inspection methods have several disadvantages such as time-consuming, labor-intensive, environmental clutter - susceptibility, and inaccurate detection ability. This paper offers a deep learning method for PCB defect detection.

6p viericschmid 12-01-2022 23 1   Download

Lecture Electronic commerce - Chapter 15: Economics and Justification of Electronic Commerce learning objectives: Describe the need for justifying EC investments, how it is done, and how metrics are used to determine justification. Understand the difficulties in measuring and justifying EC investments. Recognize the difficulties in establishing intangible metrics and describe how to overcome them. List and briefly describe traditional and advanced methods of justifying IT investments.

50p caphesuadathemtac 09-11-2021 14 4   Download

Precise identification of three-dimensional genome organization, especially enhancer-promoter interactions (EPIs), is important to deciphering gene regulation, cell differentiation and disease mechanisms. Currently, it is a challenging task to distinguish true interactions from other nearby non-interacting ones since the power of traditional experimental methods is limited due to low resolution or low throughput.

10p vibeauty 23-10-2021 11 1   Download