Classification

Bài thuyết trình Ứng dụng khai thác dữ liệu (Data Mining and Application): Artificial Neural Network for Classification tập trung vào ứng dụng của mạng nơ-ron nhân tạo trong bài toán phân loại. Nội dung thuyết trình đề cập đến cấu trúc, cách hoạt động của mạng nơ-ron, các ưu điểm, thách thức và một số ứng dụng thực tiễn. Đây là nền tảng quan trọng trong các hệ thống học sâu hiện đại. Mời các bạn cùng tham khảo để biết thêm chi tiết!

33p hoatrongguong03 15-05-2025 3 1   Download

Bài thuyết trình Ứng dụng khai thác dữ liệu (Data Mining and Application): Multi-label classification of enzyme substrates trình bày ứng dụng kỹ thuật phân loại đa nhãn trong nhận diện cơ chất của enzyme. Bài thuyết trình trình bày tổng quan bài toán, xây dựng mô hình và đánh giá kết quả. Đây là một ứng dụng tiềm năng trong nghiên cứu sinh học và hóa sinh. Mời các bạn cùng tham khảo để biết thêm chi tiết!

41p hoatrongguong03 15-05-2025 4 0   Download

Lesson "Machine Vision" Chapter 1 - Introduction to machine vision, compiled including the following main contents: Introduction; Basic elements of machine vision system; Classification; Technical specifications; Designing a Machine Vision System.

168p phongtrongkim0906 16-05-2025 1 1   Download

Lesson "Machine Vision" Chapter 7 - Object Recognition, compiled including the following main contents: Introduction; Pattern Matching; Feature-based Methods; Artificial Neural Networks.

106p phongtrongkim0906 16-05-2025 1 1   Download

The internet has become an indispensable part of daily life. However, excessive use of the internet can lead to internet addiction, a recognized mental health condition included in the International Classification of Diseases-11 Revision (ICD-11).

6p vijiraiya 19-05-2025 2 1   Download

This study presents the RAS-OESHG device, which utilizes advanced machine learning algorithms to automatically differentiate between glass bead jewelry from the Oc Eo and Sa Huynh cultures through SEM gemological analysis. This device is specifically designed for experts, archaeologists, and individuals in the field of archaeology.

12p visarada 28-04-2025 0 0   Download

This study presents a new proposal for gemstone color classification and integrates hardware to enable gemstone color assessment based on this new system. This allows for a quantified measurement of gemstone color, providing a visual description.

9p visarada 28-04-2025 1 0   Download

The research focuses on applying deep learning to automate the fruit recognition and classification process, meeting the development needs of modern agriculture. Applying this technology helps improve efficiency and classification quality and reduces labor costs, resulting in lower product prices. The research team used two deep learning models, SSD300 and YOLOv10s, to recognize and classify six types of fruits: apples, bananas, kiwis, lemons, oranges, and strawberries.

9p vimaito 11-04-2025 4 1   Download

In this study, we utilized the YOLO (You Only Look Once) model to evaluate the performance of real-time vehicle detection and classification. Additionally, we adjusted the learning rate parameter to achieve optimal performance.

9p vimaito 11-04-2025 0 0   Download

Low-rank representation (LRR) plays a significant role in image classification tasks due to its ability to capture the underlying structure and variations in image data. However, traditional low-rank representation-based dictionary learning methods struggle to leverage discriminative information effectively.

9p viling 11-10-2024 6 1   Download

In this study, we propose a novel approach using the oscillation characteristics of the RMS current as the input to machine learning models, combined with the confident learning technique. Using the oscillation characteristics obtained by taking a discrete Fourier transform (DFT) of the RMS current as model input, we aim to reduce the computational requirements of the machine learning models.

12p viling 11-10-2024 4 1   Download

Bài viết trình bày đánh giá tác dụng của điện châm kết hợp bài thuốc CRHV trong hỗ trợ điều trị nghiện rượu. Đối tượng và phương pháp nghiên cứu: Đối tượng nghiên cứu được chẩn đoán xác định nghiện rượu dựa trên tiêu chuẩn của Tổ chức Y tế thế giới về nghiện chất (ICD-10 (International Classification Disease – Hệ thống phân loại bệnh tất quốc tế ) năm 1992, mục F10.2).

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In this paper, we propose an effective AMC using deep learning (DL) for flexible and adaptive OFDM-based optical networks. The proposed DL-based AMC is able to classify four typical modulation schemes such as binary phase-shift keying (BPSK), quadrature PSK (QPSK), 8-PSK, and 16- quadrature amplitude modulation (QAM) in dynamic network conditions.

6p viengfa 28-10-2024 5 2   Download

This study proposes to test a combination model between CNN network and XGBoost algorithm for weather image classification problem. The proposed model uses deep learning network, namely CNN for feature extraction, then feeds the features into the XGBoost classifier to recognize the images.

6p viengfa 28-10-2024 1 1   Download

The aim of this study is to (1) Describe the ultrasound characteristics of ovarian tumors according to the O-RADS classification. (2) Investigate the signs predicting malignancy in the O-RADS 3, 4, and 5 categories.

7p viengfa 23-10-2024 2 1   Download

To analyze the drug list (DL) structure used at Military Hospital (MH) 354 according to general criteria and the ABC/VEN classification method. Subjects and methods: A retrospective description of DL of MH 354 from 01/01/2019 to 31/12/2019.

12p viengfa 28-10-2024 1 1   Download

In this work, we propose a splitting method for solving monotone inclusions in Hilbert spaces. Our method is a modification of the forward-backward algorithm by using the inertial effect. The weak convergence of the proposed algorithm is established under standard conditions.

8p vimitsuki 30-03-2025 5 1   Download

Artificial intelligence is gradually emerging as a method for optimizing various tasks, offering cost-saving and highly efficient solutions. Nowadays, Al is used as a general term for diverse tasks performed by computers. Fields like machine learning, deep learning, and data science, among others within this scope, are considered part of Al as long as they exhibit the characteristics of artificial intelligence.

12p viuzumaki 28-03-2025 5 1   Download

Lecture "Machine learning: An introduction to data classification" includes content: Introduction, common techniques in data classification, handing different data types, variations on data classification.

26p myhouse06 24-03-2025 4 1   Download

Bài giảng "Máy học nâng cao: Naive bayes classifier" cung cấp cho ngườ đọc các nội dung: Giới thiệu Naïve bayes classification (NBC), mô hình toán, các dạng phân phối dùng trong NBC, các ví dụ, bài tập. Mời các bạn cùng tham khảo nội dung chi tiết.

36p myhouse06 24-03-2025 5 1   Download