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C. Tamilselvi, Md Yeasin, Ranjit Kumar Paul and Amrit Kumar Paul
Denoising is an integral part of the data pre-processing pipeline that often works in conjunction with model development for enhancing the quality of data, improving model accuracy, preventing overfitting, and contributing to the overall robustness of pr...
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Yulia Timoshenkova,Sergey Porshnev,Nikolai Safiullin
Pág. 15 - 23
The article describes the method developed by the authors for integration of formal methods of time series (TS) forecasting (autoregressive integrated moving average (ARIMA), singular spectrum analysis, group method of data handling, artificial recurrent...
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Taeuk Kang, Sangho Lee, Namjoo Lee and Youngkyu Jin
The baseflow separation method based on a digital filter is a simple method for separating the baseflow from streamflow. Appropriate estimation of filter parameters is required to use the digital filter method for analysis. We carried out sensitivity ana...
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Qi Qian, Liang Shu, Yuxiang Leng and Zhizhou Bao
In order to improve the downlink communication performance of the traditional LoRa wide area network (LoRaWAN), a LoRaWAN downlink routing control strategy based on the software defined networks (SDN) framework and the improved auto-regressive integrated...
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Md Azam Hossain, Soonwook Hwang and Jik-Soo Kim
Scientific applications often require substantial amount of computing resources for running challenging jobs potentially consisting of many tasks from hundreds of thousands to even millions. As a result, many institutions collaborate to solve large-scale...
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Ronghao Yang, Qitao Li, Junxiang Tan, Shaoda Li and Xinyu Chen
Road markings that provide instructions for unmanned driving are important elements in high-precision maps. In road information collection technology, multi-beam mobile LiDAR scanning (MLS) is currently adopted instead of traditional mono-beam LiDAR scan...
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Haibing Hu, Bo Zhang, Dongjian Xu and Guo Xia
Detecting the defects of a battery on the surface and edge has always been difficult, especially for concave and convex ones, thereby seriously affecting its quality. Thus, sub-regional Gaussian and moving average filtering are innovatively proposed in t...
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Seokwon Yeom and In-Jun Cho
Small unmanned aircraft vehicles (SUAVs) or drones are very useful for visual detection and tracking due to their efficiency in capturing scenes. This paper addresses the detection and tracking of moving pedestrians with an SUAV. The detection step consi...
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Phan Khoa Cuong,Tran Thi Bich Ngoc,Bui Thanh Cong,Vo Thi Quynh Chau DOI: 10.26459/hueuni-jed.v128i5C.5083
Pág. 5?16
Abstract: This paper investigates the existence of noise trader risk in Vietnam?s stock market and its effect on the daily returns of stock prices. The methodologies contain the estimation of GARCH (1,1) model to filter the residuals using the moving ave...
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Paul C. Davidson, Theresa B. Kuhlenschmidt, Rabin Bhattarai, Prasanta K. Kalita, Mark S. Kuhlenschmidt
Pág. 1 - 16
Soil and vegetation are two critical factors for controlling the overland transport kinetics of pathogens in a natural environment. With livestock operations moving more towards concentrated animal operations, the need to dispose of a very large amount o...
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