Data Algorithms

Accurate daily load forecasting is critical for effective energy management planning. In this study, the article proposes a new method for daily load forecasting that takes advantage of load data and weather data over time in Tien Giang.

10p viengfa 28-10-2024 0 0   Download

In recent years, landslides are taking place very seriously, and tend to increase in both scope and scale, threatening people's lives and properties. Therefore, timely detection of landslide areas is extremely important to minimize damage. In this paper, an improved algorithm for partitioning data with reliability problems using multiple fuzzifiers named as TSSFC is introduced.

9p viengfa 28-10-2024 1 1   Download

This paper introduces a new clustering technique based on granular computing. In tradional clustering algorithms, the integration of the high shaping capability of the existing datasets becomes fussy which in turn results in inferior functioning.

8p viling 11-10-2024 1 0   Download

The paper will present the design of techniques for building an application for testing and evaluating knowledge in the Data Structures and Algorithms course. This application will be a useful tool for both instructors and students, thereby enhancing the quality of teaching and learning in Information Technology-related subjects.

10p viling 11-10-2024 1 0   Download

The results of using machine learning via genetic programming (GP) to automatically generate novel effective length factor formula in accordance with AISC standard are presented in this article. The data points obtained from applying the numerical method equation solving for the transcendental equation for the effective length of the braced frame were fed into the machine learning algorithm.

5p vibecca 01-10-2024 3 1   Download

This study aims to evaluate the effectiveness of k-means and two-step cluster methods. Subsequently, the two-step cluster method and GIS are applied to analyze the traffic accident data sets from 2015 to 2017 in Hanoi, Vietnam.

15p vibecca 01-10-2024 0 0   Download

An embedded device is becoming popular in daily life thanks to their low power consumption and multiprocessing capability. In particular, the security of embedded devices has been a big issue of concern to academic and industrial communities. This study aims at the Grain 128- AEAD authenticated encryption with associated data algorithm embedded on low-power and resourceconstrained devices.

12p vibecca 01-10-2024 3 0   Download

In this paper, we research and propose a network attack detection framework using a 2-stage classification algorithm with an Autoencoder model, integrating online stream processing technology based on Apache Kafka and Spark technology.

17p viyoko 01-10-2024 3 1   Download

This article studies developing an algorithm called KalmanEMD with the combination of Kalman filter and empirical mode decomposition for processing this signal type. The algorithm is applied in 6 data sets measuring the shockwave pressure of underwater explosions by PCB W138A05 sensors with the same condition that 184 grams of A-IX-2 explosive is detonated underwater.

15p viyoko 01-10-2024 1 1   Download

Timely monitoring the large-scale civil structure is a tedious task demanding expert experience and significant economic resources. Towards a smart monitoring system, this study proposes a hybrid deep learning algorithm aiming for structural damage detection tasks, which not only reduces required resources, including computational complexity, data storage but also has the capability to deal with different damage levels.

12p vifilm 24-09-2024 3 1   Download

This paper presents the data processing method using Hilbert Huang Transform (HHT) algorithm in determining a time-dependent frequencies of steel frame. The vibration experiment for steel frame was conducted in this study.

10p viyoko 24-09-2024 2 1   Download

Using a data-driven approach to study and predict the shear strength of slender steel fiber reinforced concrete beams has great applicability for the design and construction process. Based on the data-driven approach, an Artificial Neural Network (ANN) model with some hyperparameters optimized by Particle Swarm Optimization (PSO) algorithm is successfully built.

12p vifaye 20-09-2024 2 1   Download

This study proposes a novel and efficient surrogate model for performing truss analysis based on graph theory and deep learning algorithms, which is applicable for various truss topologies with different load scenarios without requiring retraining as other Deep Learning (DL)-based counterparts.

11p vifaye 20-09-2024 4 1   Download

This paper presents our approach that addresses the problem of transplanting a source speaker’s emotional expression to a target speaker, one of the Vietnamese Language and Speech Processsing (VLSP) 2022 TTS tasks. Our approach includes a complete data preprocessing pipeline and two training algorithms.

11p dianmotminh02 03-05-2024 8 3   Download

Bài giảng "Lưu trữ và xử lý dữ liệu lớn: Chương 4 - Cơ sở dữ liệu phi quan hệ NoSQL (Phần 2)" trình bày các nội dung chính sau đây: Kiến trúc hệ thống dữ liệu, thuật toán phân vùng, đồng bộ bản sao, phiên bản dữ liệu,... Mời các bạn cùng tham khảo!

16p gaupanda025 09-04-2024 9 3   Download

Bài giảng Khai phá dữ liệu (Data mining): Genetic algorithm, chương này trình bày những nội dung về: introduction to genetic algorithms (GA); classes of search techniques; nature to computer mapping; GA operators and parameters; example and homework;... Mời các bạn cùng tham khảo chi tiết nội dung bài giảng!

70p diepkhinhchau 18-09-2023 12 5   Download

Bài giảng Cấu trúc dữ liệu và giải thuật (Data Structures and Algorithms) - Chương 1: Cấu trúc dữ liệu và giải thuật. Nội dung chính của chương gồm có: Mối quan hệ giữa cấu trúc dữ liệu và giải thuật, các cách diễn đạt giải thuật, thiết kế và đánh giá giải thuật, giải thuật đệ quy. Mời các bạn cùng tham khảo.

42p runthenight09 15-05-2023 15 6   Download

Bài giảng Cấu trúc dữ liệu và giải thuật (Data Structures and Algorithms) - Chương 2: Mảng và danh sách. Nội dung chính của chương gồm có: Mảng, danh sách, cấu trúc ngăn xếp (stack), cấu trúc hàng đợi (queue). Mời các bạn cùng tham khảo!

19p runthenight09 15-05-2023 17 6   Download

Bài giảng Cấu trúc dữ liệu và giải thuật (Data Structures and Algorithms) - Chương 3: Danh sách liên kết. Nội dung chính của chương gồm có: Giới thiệu về danh sách liên kết, danh sách liên kết đơn, danh sách liên kết vòng, danh sách liên kết kép, cài đặt ngăn xếp và hàng đợi bằng cấu trúc lưu trữ phân tán. Mời các bạn cùng tham khảo!

27p runthenight09 15-05-2023 22 5   Download

Bài giảng Cấu trúc dữ liệu và giải thuật (Data Structures and Algorithms) - Chương 0: Giới thiệu môn học. Chương này giới thiệu nội dung chính của môn học Cấu trúc dữ liệu và giải thuật (Data Structures and Algorithms) gồm 9 chương như sau: Chương 1: cấu trúc dữ liệu và giải thuật, chương 2: mảng và danh sách, chương 3: danh sách liên kết, chương 4: cây, chương 5: đồ thị, chương 6: giải thuật sắp xếp, chương 7: giải thuật tìm kiếm. Mời các bạn cùng tham khảo.

3p runthenight09 15-05-2023 7 4   Download