Search Results - data processing methods

Analysis of Resampling Methods for the Red Edge Band of MSI/Sentinel-2A for Coffee Cultivation Monitoring by Rozymario Fagundes, Luiz Patric Kayser, Lúcio de Paula Amaral, Ana Caroline Benedetti, Édson Luis Bolfe, Taya Cristo Parreiras, Manuela Ramos-Ospina, Alejandro Marulanda-Tobón

“…The results highlight the importance of selecting appropriate resampling methods for precise remote sensing in coffee cultivation, ensuring accurate digital processing aligned with study objectives.…”
Get full text

DRGNet: Enhanced VVC Reconstructed Frames Using Dual-Path Residual Gating for High-Resolution Video by Zezhen Gai, Tanni Das, Kiho Choi

“…However, during the encoding process, compression artifacts and the loss of visual details remain unavoidable challenges, particularly in high-resolution video processing, where the massive amount of image data tends to introduce more artifacts and noise, ultimately affecting the user’s viewing experience. …”
Get full text

Optimized Whole-Slide-Image H&E Stain Normalization: A Step Towards Big Data Integration in Digital Pathology by Jose L. Agraz, Carlos Agraz, Andrew A. Chen, Charles Rice, Robert S. Pozos, Sven Aelterman, Amanda Tan, Angela N. Viaene, MacLean P. Nasrallah, Parth Sharma, Caleb M. Grenko, Tahsin Kurc, Joel Saltz, Michael D. Feldman, Hamed Akbari, Russell T. Shinohara, Spyridon Bakas, Parker Wilson

“…Building on published graphical method, this research demonstrates a mathematical population or data-driven method that optimizes the dependency on the number of reference WSIs and corresponding aggregate sums, thereby increasing SCN process efficiency. …”
Get full text

Mapping winter wheat using phenological feature of peak before winter on the North China Plain based on time-series MODIS data by Jian-bin TAO, Wen-bin WU, Yong ZHOU, Yu WANG, Yan JIANG

Get full text

Extracting Decision Rules from Linguistic Data Describing Economic Phenomena. The Approach Based on Decision Systems over Ontological Graphs and PSO by Krzysztof Pancerz, Arkadiusz Lewicki

“… The aim of the paper is to present a heuristic method for extracting the most general decision rules from linguistic data describing economic phenomena included in simple decision systems over ontological graphs. …”
Get full text

Establishing the Institute of Independent Evaluation of Higher Education in the Russian Federation by V. A. Bolotov, G. N. Motova, V. G. Navodnov

Get full text

A Methodology for Turbine-Level Possible Power Prediction and Uncertainty Estimations Using Farm-Wide Autoregressive Information on High-Frequency Data by Francisco Javier Jara Ávila, Timothy Verstraeten, Pieter Jan Daems, Ann Nowé, Jan Helsen

“…To overcome these limitations, we propose a probabilistic methodology for turbine-level active power prediction and uncertainty estimation using high-frequency SCADA data and farm-wide autoregressive information. The method leverages a Stochastic Variational Gaussian Process with a Linear Model of Coregionalization, incorporating physical models like manufacturer power curves as mean functions and enabling flexible modeling of active power and its associated variance. …”
Get full text

Kepemimpinan Kepala Sekolah Dalam Perencanaan Berbasis Data Melalui Rapor Pendidikan Guna Mewujudkan Sekolah Berkualitas Di Lembaga PAUD by Rosyida Nurul Anwar, Aulia Maharani Dasilva

“…These findings underscore the importance of accurate data in supporting ongoing reflection, planning, and evaluation processes in PAUD institutions.…”
Get full text

Protocol for a Multicenter, Double-Blind, Randomized Controlled Trial on Jal Neti: Current Trends, Standardization of Process, and Clinical Efficacy by Dasarathan Sathyanath, Satya Lakshmi Komarraju, Kajal Gupta, Shivangi Pandey, Shrikanth Muralidharan

Get full text

The effectiveness of wound caring technique with polyhexamethylene biguanide and dialkyl carbamoyl chloride to healing process duration of diabetic foot ulcer patient by Armi Armi, Dewi Fitriani, Mila Sartika, Yana Setiawan

“… The instruments were Bates Jensen’s observation sheet and data were processed by double linear regression. …”
Get full text

Motivation strategies for non-linguistic students to learn a foreign language in the process of professional training using artificial intelligence technologies by E. A. Nikolaeva, Iu. Yu. Kotliarenko

“…The research methods used are analysis of secondary data, systematization, synthesis, generalization. …”
Get full text

Multiplicative Method for Assessing the Technical Condition of Switching Bay Devices in a Substation Using Maintenance Priorities by Janez Ribič, Gorazd Štumberger, Marko Vodenik, Uroš Kerin, Miha Bečan, Anja Šketa, Peter Kitak, Drago Bokal

“…A data model is developed to extract the maintenance task data from device maintenance databases, enabling an automated assessment process. …”
Get full text

A New Bearing Fault Diagnosis Method Based on Deep Transfer Network and Supervised Joint Matching by Chengyao Liu, Fei Dong, Kunpeng Ge, Yuanyuan Tian

“…In practical industrial environment, variable working condition can result in shifts in data distributions, and the labeled fault data in various working conditions is difficult to collect because rotating machines often works in normal status, and the insufficient labeled fault data brings data samples imbalance and performance degradation of intelligent fault diagnosis model. …”
Get full text

The Extent оf the Spread and Activity оf the Manifestation оf Avalanche-Talus Processes in the Karachay-Cherkess Republic by V. V. Razumov, L. M. Fedchenko, N. V. Razumova, N. D. Bogdanova, V. A. Shalnev

“…The article provides an assessment of the extent of the spread, activity and danger of avalanche- talus processes on the territory of the republic over 2005–2022.Materials and research methods. …”
Get full text

Modeling and Comparison of the Modified Ludzack–Ettinger Process with Septic Tank Integration for Wastewater Treatment in Small Communities Using GPS-X by Mitra Hosseini, Saba Majidi

“…Methods: In this study, two scenarios MLE and SEP-MLE processes for wastewater treatment were simulated using the data of the Noshabad city wastewater treatment plant as a small community and GPS-X software. …”
Get full text

Online Prediction Method for Power System Frequency Response Analysis Based on Swarm Intelligence Fusion Model by Lin Xu, Li Li, Meiying Wang, Xiangxu Wang, Yicong Li, Weidong Li, Kuanjiu Zhou

“…Consequently, a swarm intelligence fusion model, which integrates physical-driven and data-driven methods, is proposed as an improved frequency response analysis method. …”
Get full text

Realist evaluation of Belgian pilot projects for paediatric transmural care: protocol for a mixed methods study by Katrien Vanderwee, Ann Van Hecke, Caroline Verdonck, Kristof Eeckloo, Sara Dequeker, Sabine Van daele, Veerle Duprez, Annemie Charles, Freya Couvin, John Crombez, Lieven De Geyter, Ann De Guchtenaere, Delphine De Smedt, Caroline Dolieslager, Patricia Fruyt, Lien Goossens, Ester Steffens, Sabine Van daele, Els Vandecruys, Arnaud Vanlander

“…In a third phase, qualitative and quantitative data will be analysed using a convergent mixed-methods model, involving continuous triangulation of multiple data sets to facilitate greater understanding of the context and refinement of the programme theory.Ethics and dissemination The study protocol was reviewed and approved by the Ethics Committee of the Ghent University Hospital (Belgian Registration Number B6702024000193) after consultation with all Ethics Committees of the participating hospitals. …”
Get full text

Analysis of the Activities That Make Up the Reverse Logistics Processes and Their Importance for the Future of Logistics Networks: An Exploratory Study Using the TOPSIS Technique by Vitor William Batista Martins, Denilson Ricardo de Lucena Nunes, André Cristiano Silva Melo, Rayra Brandão, Antônio Erlindo Braga Júnior, Verônica de Menezes Nascimento Nagata

“…<i>Methods</i>: Initially, through a detailed systematic review of the literature, the activities that make up the RL processes were identified. …”
Get full text

Valorization of Cultural Heritage through the Scan-to-BIM Process –The Berber Oil Mill as a Materiality of a Total Social Fact by Rawen Chetouane, Faten Hussein

“…In line with pedagogical experiences that rethink past objects and architectural facts by considering their overall complexity, we present a didactic approach for the regeneration of a traditional Berber oil mill located in southern Tunisia, based on the Scan-to-BIM process. This process involves acquiring historical, graphic, and geometric data to model the building in 3D, using a reverse design method. …”
Get full text

Comparison of Multi-Criteria Decision-Making Methods with the Same Normalization Procedure Based on Real-Life Applications by Nazlı Ersoy, Nuh Keleş

“…One of these procedural differences is normalization, which is an important step in data analysis and MCDM methods. In terms of demonstrating the impact of the normalization process on the results, this study aims to compare MCDM methods with a linear normalization process. …”
Get full text