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Journal articles on the topic 'Structural-statistical redundancy'

Author: Grafiati

Published: 30 May 2022

Last updated: 31 July 2025

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1

Mohseni Mehr, Kiomars, Hakimeh Niky Isfahan, and Samad Aali. "Validation of the Banking Services Redundancy Model in Sepah Bank." Digital Transformation and Administration Innovation 2, no. 3 (2024): 90–101. https://doi.org/10.61838/dtai.2.3.10.

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This study aims to validate a banking service redundancy model for Sepah Bank to assess the impact of redundant banking services on operational efficiency, customer experience, and technological integration. The research employs a mixed-methods approach, integrating both qualitative and quantitative analyses. The qualitative phase involves a meta-synthesis of existing literature on banking service redundancy, digital banking optimization, and financial risk management. The quantitative phase utilizes survey data collected from 384 Sepah Bank customers and experts in banking service management.

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Barannik, Vladimir, Andrii Krasnorutsky, Vitalii Kolesnyk, Valeriy Barannik, Sergii Pchelnikov, and Pavlo Zeleny. "Method of compression and ensuring the fidelity of video images in infocommunication networks." Radioelectronic and Computer Systems, no. 4 (November 29, 2022): 129–42. http://dx.doi.org/10.32620/reks.2022.4.10.

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Subject research in the article is the methods of compressing video images under conditions of ensuring the desired level of their fidelity in the delivery process using infocommunication networks. The goal is to develop methods of encoding video images for increasing the level of their compression in the conditions of ensuring required reliability. Task: to substantiate the approach regarding the structural clusterization of transformed video segments in the conditions of preserving their reliability; to develop a method of structural and statistical coding of transformants in the spectral-cl

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Barannik, V., A. Krasnorutsky, and V. Kolesnyk. "THE CONCEPT OF REDUCING INFORMATION INTENSITY TRANSFORMER OF INFORMATION SEGMENTS OF THE IMAGE." Information and communication technologies, electronic engineering 2, no. 2 (2022): 42–49. http://dx.doi.org/10.23939/ictee2022.02.042.

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The article is devoted to the problem of providing users with the necessary qualitative indicators of remote video service provision. The imbalance between the reliability of the received video image and time delays in the process of delivering such an image via wireless communication channels is substantiated. For this purpose, the article proposes to use an integrated method of technological solutions, which is connected with the technological processes of reducing the bit intensity of the video stream. It is justified that reducing the intensity of the video stream is achieved by eliminatin

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Tur, Andrei. "Robustness Assessment Based on Pseudo-Static Full Probabilistic Approach." Solid State Phenomena 292 (June 2019): 123–27. http://dx.doi.org/10.4028/www.scientific.net/ssp.292.123.

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Accordance with a new EN 1992 the robustness of the structural systems must be analyzed. When applying proposed new strategy, it has been verified that the structure has sufficient redundancy and possibility to mobilize so-called alternate load path (AP-method). Paper presents a modified complex method for robustness estimation in case of the RC-structural systems. Proposed pseudo-static method based on the energy-saving approach. Paper also presents a full probabilistic pseudo-static nonlinear method which was developed for structural robustness assessment, taking into account the statistical

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Akhatov, Akmal R. "Methods for controlling the authenticity of textual information transfer on the basis of statistical and structural redundancy." International Journal of Automation and Computing 9, no. 5 (2012): 518–29. http://dx.doi.org/10.1007/s11633-012-0675-8.

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Kim, Changhyeon, Dongmin Lee, and Jongwhoa Na. "A Comparison of Reliability and Resource Utilization of Radiation Fault Tolerance Mechanisms in Spaceborne Electronic Systems." Aerospace 12, no. 2 (2025): 152. https://doi.org/10.3390/aerospace12020152.

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The advent of the New Space Era has significantly accelerated the development of space equipment systems using commercial off-the-shelf components. Field Programmable Gate Arrays are increasingly favored for their ability to be easily modified, which substantially reduces both development time and costs. However, their high susceptibility to space radiation poses a considerable risk of mission failure, potentially compromising system reliability in harsh space environments. To mitigate this vulnerability, the implementation of fault-tolerant mechanisms is essential. In this study, we applied e

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Barannik, V. V., А. O. Krasnorutsky, K. M. Pasynchuk, Yu M. Babenko, O. S. Stepanko, and I. M. Tupitsa. "Method for Restructuring Video Data in Compressed Coding Systems to Increase Reliability." Visnyk NTUU KPI Seriia - Radiotekhnika Radioaparatobuduvannia, no. 88 (June 30, 2022): 50–59. https://doi.org/10.20535/radap.2022.88.50-59.

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The subject of research in the article is the processing of video images using orthogonal transformation for data exchange in information and communication networks. The analysis of known algorithms for encoding video information with the active use of a statistical approach in data cod\-ing has been presented. The aim of the study is to develop a method for restructuring video information resource data in the compression coding systems for increasing information reliability. This will allow you to ensure the neutralizaon of the errors and avoid the destruction of video data during its reconst

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D. Majeed, Hamsa, and Goran Saman Nariman. "Offline Handwritten English Alphabet Recognition (OHEAR)." UHD Journal of Science and Technology 6, no. 2 (2022): 29–38. http://dx.doi.org/10.21928/uhdjst.v6n2y2022.pp29-38.

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In most pattern recognition models, the accuracy of the recognition plays a major role in the efficiency of those models. The feature extraction phase aims to sum up most of the details and findings contained in those patterns to be informational and non-redundant in a way that is sufficient to fen to the used classifier of that model and facilitate the subsequent learning process. This work proposes a highly accurate offline handwritten English alphabet (OHEAR) model for recognizing through efficiently extracting the most informative features from constructed self-collected dataset through th

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Yang, Yanbo, Hailiang Lv, Yujie Fu, Xingyuan He, and Wenjie Wang. "Associations between Road Density, Urban Forest Landscapes, and Structural-Taxonomic Attributes in Northeastern China: Decoupling and Implications." Forests 10, no. 1 (2019): 58. http://dx.doi.org/10.3390/f10010058.

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A better understanding on the associations between road density (RD), urban forest structural-taxonomic attributes, and landscape metrics is vital for forest ecological service evaluations and suitable management in sprawling urban areas with increasing road networks. We chose Harbin, a fast growing provincial capital city in northeast China, as a case study to address this issue. We utilized ArcGIS software (Esri, version 10.0; Redlands, CA, USA) and FRAGSTATS (V4.2.589) to digitize GF-1 images (Gaofen No.1 remote sensing images) to acquire road net characteristic information and landscape me

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Kulharia, Mahesh. "Geometrical and electro-static determinants of protein-protein interactions." Bioinformation 17, no. 10 (2021): 851–60. http://dx.doi.org/10.6026/97320630017851.

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Protein-protein interactions (PPI) are pivotal to the numerous processes in the cell. Therefore, it is of interest to document the analysis of these interactions in terms of binding sites, topology of the interacting structures and physiochemical properties of interacting interfaces and the of forces interactions. The interaction interface of obligatory protein-protein complexes differs from that of the transient interactions. We have created a large database of protein-protein interactions containing over100 thousand interfaces. The structural redundancy was eliminated to obtain a non-redunda

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Tsitsiashvili, Gurami. "Study of Synergistic Effects in Complex Stochastic Systems." Mathematics 9, no. 12 (2021): 1396. http://dx.doi.org/10.3390/math9121396.

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In this paper, a method for detecting synergistic effects of the interaction of elements in multi-element stochastic systems of separate redundancy, multi-server queuing, and statistical estimates of nonlinear recurrent relations parameters has been developed. The detected effects are quite strong and manifest themselves even with rough estimates. This allows studying them with mathematical methods of relatively low complexity and thereby expand the set of possible applications. These methods are based on special techniques of the structural analysis of multi-element stochastic models in combi

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Barannik, Volodymyr, Dmytro Havrylov, Serhii Pantas, et al. "THE METHOD OF ADAPTIVE STATISTICAL CODING TAKING INTO ACCOUNT THE STRUCTURAL FEATURES OF VIDEO IMAGES." Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska 14, no. 4 (2024): 109–14. https://doi.org/10.35784/iapgos.6132.

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The paper proposes a method of improved adaptive integral arithmetic coding. This method is advisable to use in the technology of multi-level processing of video data based on the JPEG method. The technology is based on the detection of key information at several stages of video data processing. To reduce the output volume, the RLE algorithm and integral arithmetic coding are adapted to the new structure of the input data. Thus, the method of linearization of two-dimensional transformants based on zig-zag scanning was further developed. The differences of the method consist in carrying out vec

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Ding, Huaping, Qinghong Shen, and Sidan Du. "Structural Condition Assessment of the Herringbone Middle Pylon of the Taizhou Bridge Using SHM Strain Data." Journal of Sensors 2017 (2017): 1–10. http://dx.doi.org/10.1155/2017/4269758.

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Taizhou Bridge is the world’s first kilometer-scale three-pylon suspension bridge. To minimize the impacts on navigation, a longitudinal herringbone steel pylon was adopted in the middle of the bridge without additional piers. This structure is unique, and little research has focused on its structural condition assessment. In this paper, eighty fiber Bragg grating strain sensors were deployed along the height of the steel tower to collect strain data about the key components and to monitor the pylon’s structural condition. Because temperature-induced strain contributes little to the stress in

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Duan, Di, Yuncheng Deng, Jianpeng Zhang, Jinliang Wang, and Pinliang Dong. "Influence of VF and SOR-Filtering Methods on Tree Height Inversion Using Unmanned Aerial Vehicle LiDAR Data." Drones 8, no. 4 (2024): 119. http://dx.doi.org/10.3390/drones8040119.

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Forests, as the main body of the terrestrial ecosystem, have long been focal points for accurate structural parameter extraction. Among these parameters, tree height is a fundamental measurement factor that plays an important role in monitoring forest structure and biomass. The emergence of unmanned aerial vehicle light detection and ranging (UAV-LiDAR) technology has provided a strong guarantee of the acquisition of forest tree height parameters. However, UAV-LiDAR point cloud data have problems such as a large volume and data redundancy, and different point cloud data processing methods have

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Chen, Fan, Ruoqi Hu, Jiaoxiong Xia, and Jie Tao. "Processing on Structural Data Faultage in Data Fusion." Data 5, no. 1 (2020): 21. http://dx.doi.org/10.3390/data5010021.

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With the rapid development of information technology, the development of information management system leads to the generation of heterogeneous data. The process of data fusion will inevitably lead to such problems as missing data, data conflict, data inconsistency and so on. We provide a new perspective that combines the theory in geology to conclude such kind of data errors as structural data faultage. Structural data faultages after data integration often lead to inconsistent data resources and inaccurate data information. In order to solve such problems, this article starts from the attrib

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Gumbsch, Thomas, Christian Bock, Michael Moor, Bastian Rieck, and Karsten Borgwardt. "Enhancing statistical power in temporal biomarker discovery through representative shapelet mining." Bioinformatics 36, Supplement_2 (2020): i840—i848. http://dx.doi.org/10.1093/bioinformatics/btaa815.

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Abstract Motivation Temporal biomarker discovery in longitudinal data is based on detecting reoccurring trajectories, the so-called shapelets. The search for shapelets requires considering all subsequences in the data. While the accompanying issue of multiple testing has been mitigated in previous work, the redundancy and overlap of the detected shapelets results in an a priori unbounded number of highly similar and structurally meaningless shapelets. As a consequence, current temporal biomarker discovery methods are impractical and underpowered. Results We find that the pre- or post-processin

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Barannik, Vladimir, Andrii Krasnorutsky, Sergii Shulgin, Valerii Yeroshenko, Yevhenii Sidchenko, and Andrii Hordiienko. "Image compression based on classification coding of constant-pitched functions transformers." RADIOELECTRONIC AND COMPUTER SYSTEMS, no. 3 (October 5, 2021): 48–62. http://dx.doi.org/10.32620/reks.2021.3.05.

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The subject of research in the article are the processes of video image processing using an orthogonal transformation for data transmission in information and telecommunication networks. The aim is to build a method of compression of video images while maintaining the efficiency of its delivery at a given informative probability. That will allow to provide a gain in the time of delivery of compressed video images, a necessary level of availability and authenticity at transfer of video data with preservation of strictly statistical regulations and the controlled loss of quality. Task: to study

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Gyrenko, Igor, Iryna Kononova, and Yurii Shchyhol. "Improved method of constructing two-sided boundaries of reliability indicators of information and communication network equipment with limited output information." Collection "Information Technology and Security" 11, no. 1 (2023): 84–95. http://dx.doi.org/10.20535/2411-1031.2023.11.1.283811.

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When researching issues of ensuring the specified reliability of information and communication network equipment, an important direction is the development of effective methods for assessing the intensity of failures and their impact on the processes of network functioning. Solving the problems of assessment and ensuring reliability may face the uncertainty of the source information due to the limited possibility of obtaining a large number of studies of random variables that determine the reliability, maintainability and process of system functioning, which are necessary to assess the degree

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19

Wang, Xu. "The Design of University Coordination Utility Management and Online Repair Platform Based on Multivariate Statistical Analysis with Random Matrix." Mathematical Problems in Engineering 2022 (August 11, 2022): 1–11. http://dx.doi.org/10.1155/2022/5477390.

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In this paper, the random matrix of multivariate statistical analysis is used to conduct in-depth research and analysis of the university coordination utility management and online repair platform. Considering that the chunking of variables based on mechanistic knowledge is not easy to achieve, firstly, the maximum correlation and minimum redundancy algorithm is used to portray the correlation more accurately between process variables and remove the redundancy between variables to provide the optimal variable input for the base model. The multivariate mean control chart was used to calculate t

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20

KOROLOV, V. P., I. V. KUSHCHENKO, and E. A. BOCHAROVA. "PARAMETERIZATION OF REQUIREMENTS OF CORROSION PROTECTABILITY OF STRUCTURAL STEEL." Building and reconstruction 108, no. 4 (2023): 33–46. http://dx.doi.org/10.33979/2073-7416-2023-108-4-33-46.

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Basic provisions are presented of scientific and methodological substantiation of corrosion protectability of steel structures and installations. Priorities have been analyzed of improving existing codes, taking into account scientific achievements and international standards. Tasks have been formulated for increasing competitiveness and resource saving through the use of effective measures of corrosion protection. The study is aimed at parameterization of a mechanism of technical regulation of quality, reliability and safety, approval and application of materials and technologies, procedures,

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Besada, Emilio. "Risk Factors and Adverse Events Poorly Predict Infections and Hypogammaglobulinemia in Granulomatosis with Polyangiitis Patients Receiving Rituximab." Autoimmune Diseases 2016 (2016): 1–6. http://dx.doi.org/10.1155/2016/8095695.

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Background. 29 GPA patients from the Northern Norway vasculitis disease registry received rituximab (RTX) induction and maintenance. 24% and 31% had, respectively, severe and chronic infections while 45% had hypogammaglobulinemia and 28% discontinued RTX due to hypogammaglobulinemia. The aim of the study was to examine how known predictors and adverse events interacted with adverse events using structural statistical methods.Methods. Five predictors (age, cyclophosphamide, total Ig and CD4/CD8 ratio prior RTX, and type of RTX maintenance regimen) and 4 adverse events (severe and chronic infect

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Zahedi, Mohammadreza, Morteza Abbasi, and Shayan Naghdi Khanachah. "Providing a lean and agile supply chain model in project-based organisations." Annals of Management and Organization Research 1, no. 3 (2020): 213–33. http://dx.doi.org/10.35912/amor.v1i3.440.

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Purpose: One of the differences between project-oriented and routine organisations is the difference in their supply chain. This leads to the use of distinct and new approaches to its management. In this article, according to the existing problems, a conceptual model of lean and agile supply chain in project-oriented organisations is presented by examining the lean functions and agility of supply chain discussion. Research methodology: This research is descriptive-analytical in terms of method and applied in terms of purpose. This study's statistical population includes all managers and supply

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Yu, Yulin, Julie Jiang, and Paramveer S. Dhillon. "Characterizing the Structure of Online Conversations Across Reddit." Proceedings of the ACM on Human-Computer Interaction 8, CSCW2 (2024): 1–23. http://dx.doi.org/10.1145/3686913.

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The proliferation of social media platforms has afforded social scientists unprecedented access to vast troves of data on human interactions, facilitating the study of online behavior at an unparalleled scale. These platforms typically structure conversations as threads, forming tree-like structures known as ''discussion trees.'' This paper examines the structural properties of online discussions on Reddit by analyzing both global (community-level) and local (post-level) attributes of these discussion trees. We conduct a comprehensive statistical analysis of a year's worth of Reddit data, enco

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Хмелевський, С. І., І. М. Тупиця, Kaciм Aббуд Махдi, О. П. Мусієнко, М. В. Пархоменко, and Я. О. Боровенський. "Development of the external restructuring method to increase the efficiency of information resource data encoding." Системи обробки інформації, no. 3(166) (September 24, 2021): 52–61. http://dx.doi.org/10.30748/soi.2021.166.06.

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The existing methods of data restructuring, implemented in modern algorithms for coding data of information resources, are investigated. The problematic aspects of using methods of external data restructuring are analyzed from the standpoint of ensuring the appropriate level of reliability. The main ones among them are the possibility of losing key information during the reconstruction of the original message, which can lead to the adoption of erroneous and untimely decisions by the relevant security sector authorities to overcome crisis situations. Requirements for information resources used

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Malozyomov, Boris V., Nikita V. Martyushev, Nikita V. Babyr, et al. "Modelling of Reliability Indicators of a Mining Plant." Mathematics 12, no. 18 (2024): 2842. http://dx.doi.org/10.3390/math12182842.

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The evaluation and prediction of reliability and testability of mining machinery and equipment are crucial, as advancements in mining technology have increased the importance of ensuring the safety of both the technological process and human life. This study focuses on developing a reliability model to analyze the controllability of mining equipment. The model, which examines the reliability of a mine cargo-passenger hoist, utilizes statistical methods to assess failures and diagnostic controlled parameters. It is represented as a transition graph and is supported by a system of equations. Thi

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Habib, M. A., J. J. O’Sullivan, S. Abolfathi, and M. Salauddin. "Enhanced wave overtopping simulation at vertical breakwaters using machine learning algorithms." PLOS ONE 18, no. 8 (2023): e0289318. http://dx.doi.org/10.1371/journal.pone.0289318.

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Accurate prediction of wave overtopping at sea defences remains central to the protection of lives, livelihoods, and infrastructural assets in coastal zones. In addressing the increased risks of rising sea levels and more frequent storm surges, robust assessment and prediction methods for overtopping prediction are increasingly important. Methods for predicting overtopping have typically relied on empirical relations based on physical modelling and numerical simulation data. In recent years, with advances in computational efficiency, data-driven techniques including advanced Machine Learning (

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Anwar, Muhammad, Aboul Ella Hassanien, Václav Snás̃el, and Sameh H. Basha. "Subgraph Query Matching in Multi-Graphs Based on Node Embedding." Mathematics 10, no. 24 (2022): 4830. http://dx.doi.org/10.3390/math10244830.

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This paper presents an efficient algorithm for matching subgraph queries in a multi-graph based on features-based indexing techniques. The KD-tree data structure represents these nodes’ features, while the set-trie index data structure represents the multi-edges to make queries effectively. The vertex core number, triangle number, and vertex degree are the eight features’ main features. The densest vertex in the query graph is extracted based on these main features. The proposed model consists of two phases. The first phase’s main idea is that, for the densest extracted vertex in the query gra

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Maulana, David, Rayhan Ahmad Alfa Rizki, Andy Andreawan, and I. Made Bagus Dwiarta. "THE INFLUENCE OF DIGITAL MARKETING ON PURCHASING DECISIONS THROUGH CONSUMER BEHAVIOR ON VEGETABLE SEED PRODUCTS." Jurnal Manajemen 13, no. 2 (2025): 135–47. https://doi.org/10.36546/jm.v13i2.1577.

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Vegetable seeds are vegetable plant seeds that are used for farming and farming development purposes. Seeds have an agronomic function, namely as a means to multiply vegetable plants. Seed quality is very important because it will determine the quality and yield of vegetable harvests. This study uses quantitative research methodology to test the relationship between digital marketing and purchasing decisions through consumer behavior on vegetable seed products. The research population is vegetable seed customers in the marketplace. The address of the vegetable seed shop is in Dsn. Tanjung, Ds.

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Бараннік, Володимир Вікторович, Наталія Вячеславівна Бараннік, Олександр Олексійович Ігнатьєв та Вікторія Вікторівна Хіменко. "Метод непрямого приховування інформації в процесі стиснення відеозображень". RADIOELECTRONIC AND COMPUTER SYSTEMS, № 4 (29 листопада 2021): 119–31. http://dx.doi.org/10.32620/reks.2021.4.10.

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It is substantiated that steganographic systems should be used to ensure the protection of special information resources in conditions of its prompt delivery. Here, steganographic technologies are an integral part of complex information protection systems. Simultaneously, for steganographic systems, there is a contradiction between the density of embedded data and level of information compaction of video container (level of reduction of volume bit volume of compact presented video image concerning bit volume of an initial video image). It leads to the fact that under the conditions of the requ

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Karlov, D. V., I. M. Tupitsya, and M. V. Parkhomenko. "METHODOLOGY OF INCREASING THE RELIABILITY OF VIDEO INFORMATION IN INFOCOMMUNICATION NETWORKS AEROSEGMENT." Radio Electronics, Computer Science, Control, no. 3 (October 17, 2022): 120. http://dx.doi.org/10.15588/1607-3274-2022-3-12.

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Context. The problem of localization of the effect of errors in data transmission channels when using compression and noiseimmune coding methods in the conditions of compliance with the speed of data delivery in infocommunication systems of the aerosegment. The object of the study is coding methods for increasing the reliability of video information resources in infocommunication networks using airmobile platforms. Objective. The goal of the work is to methodology development of increasing the reliability of video information in the infocommunication networks of the aerosegment. Me

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Barannik, V. V., А. O. Krasnorutsky, V. O. Kolesnyk, A. L. Sushko, E. S. Elіseev, and O. V. Fedorovskiy. "Video Segments Stamping Method Saving Their Reliability in the Spectral-Cluster Space." Visnyk NTUU KPI Seriia - Radiotekhnika Radioaparatobuduvannia, no. 92 (June 30, 2023): 41–53. https://doi.org/10.20535/radap.2023.92.41-53.

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An analysis of the peculiarities of the organization of video information support for critical infrastructure management systems is carried out. It is shown that the requirements for the completeness, timeliness and reliability of the delivery of video information are growing. The growth of demand for the organization of remote video services using technological platforms based on unmanned aerial systems (UAVs) is shown. At the same time, it requires compliance with the requirements of a number of international standards, which are put forward for the quality of providing video information. In

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Rasooli, Amanullah, and Hideki Idota. "Assessment of Redundant Steel Structural Systems Considering Effects of Member Strength Variability on the System." Applied Mechanics and Materials 267 (December 2012): 33–41. http://dx.doi.org/10.4028/www.scientific.net/amm.267.33.

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In the present study, the failure of basic redundant steel structural systems is investigated. By considering that each member of the system has brittle, semi-brittle, or perfectly plastic properties, the statistical behavior of perfectly brittle systems, semi-brittle systems, perfectly plastic and combination systems are evaluated, and the effects of the coefficient of variation (CoV) of members on the systems are investigated. Uncorrelated strengths with the same mean are considered for the system elements. By using the Monte Carlo simulation (MCS) method, maximum strength, yield strength an

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LI, TANPING, JUN WANG, KE FAN, and WEI WANG. "HOW SIMPLE CAN THE PROTEINS BE: FROM THE PREDICTION OF THE CLASSES OF PROTEIN STRUCTURES." Modern Physics Letters B 17, no. 05n06 (2003): 245–52. http://dx.doi.org/10.1142/s0217984903005159.

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The validity of complexity simplifications for proteins with different structural features may be different. In this paper, the simplification for proteins is studied using the ratios of successful prediction of structural class under a presumed amino-acid-grouping scheme with a composition-coupled method. It is found that for the α-class proteins, a two-letter alphabet may cover the degree of freedom to characterize the complexity of the class; for the β-class proteins, a 7-letter alphabet might indicate the minimal number of residue types to reconstruct the class feature of the natural prote

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Hasan Ebrahimi, Saeed, Martin Choux, and Van Khang Huynh. "Real-Time Detection of Incipient Inter-Turn Short Circuit and Sensor Faults in Permanent Magnet Synchronous Motor Drives Based on Generalized Likelihood Ratio Test and Structural Analysis." Sensors 22, no. 9 (2022): 3407. http://dx.doi.org/10.3390/s22093407.

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This paper presents a robust model-based technique to detect multiple faults in permanent magnet synchronous motors (PMSMs), namely inter-turn short circuit (ITSC) and encoder faults. The proposed model is based on a structural analysis, which uses the dynamic mathematical model of a PMSM in an abc frame to evaluate the system’s structural model in matrix form. The just-determined and over-determined parts of the system are separated by a Dulmage–Mendelsohn decomposition tool. Subsequently, the analytical redundant relations obtained using the over-determined part of the system are used to for

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Barannik, V. V., А. O. Krasnorutsky, V. O. Kolesnyk, S. I. Pchelnikov, Yu M. Babenko, and O. M. Sheigas. "Method of Coding Video Segments in Spectral-Cluster Space with Detection of Structural Features." Visnyk NTUU KPI Seriia - Radiotekhnika Radioaparatobuduvannia, no. 90 (December 30, 2022): 21–30. https://doi.org/10.20535/radap.2022.90.21-30.

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The directions for improving the efficiency of providing remote video services using the aviation info-communication segment in the process of support and decision-making in critical infrastructure systems are substantiated. It is justified that in order to localize or eliminate problematic aspects, it is necessary to apply technologies for reducing the bit intensity of the video stream. This will reduce the information load on the network and create conditions for the involvement of redundant code structures. Accordingly, it is necessary to integrate video data compression technologies for on

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Will, Robert, Rosalind A. Archer, and William S. Dershowitz. "Integration of Seismic Anisotropy and Reservoir Performance Data for Characterization of Naturally Fractured Reservoirs Using Discrete Feature Network Models." SPE Reservoir Evaluation & Engineering 8, no. 02 (2005): 132–42. http://dx.doi.org/10.2118/84412-pa.

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Summary This paper proposes a method for quantitative integration of seismic(elastic) anisotropy attributes with reservoir-performance data as an aid in characterizing systems of natural fractures in hydrocarbon reservoirs. This method is demonstrated through application to history matching of reservoir performance using synthetic test cases. Discrete-feature-network (DFN) modeling is a powerful tool for developing fieldwide stochastic realizations of fracture networks in petroleum reservoirs. Such models are typically well conditioned in the vicinity of the wellbore through incorporation of c

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Quinn, M. A., and A. A. Hower. "MULTIVARIATE ANALYSIS OF THE POPULATION STRUCTURE OF SITONA HISPIDULUS (COLEOPTERA: CURCULIONIDAE) IN ALFALFA FIELD SOIL." Canadian Entomologist 118, no. 6 (1986): 517–24. http://dx.doi.org/10.4039/ent118517-6.

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AbstractThe multivariate statistical techniques of canonical correlation and canonical redundancy analyses were used to assess the population structure of larvae of Sitona hispidulus (F.) in alfalfa field soil. A series of rhizosphere variables was correlated with a series of insect variables that represented the developmental stages of the insect to identify relationships between the insect and rhizosphere. Results indicated that 1st and 2nd-instar larvae were correlated with small root nodules and soil moisture, but not with taproot biomass. Third- and 4th-instar larvae and pupae were not co

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Dong, Fei, Xiao Yu, Enjie Ding, Shoupeng Wu, Chunyang Fan, and Yanqiu Huang. "Rolling Bearing Fault Diagnosis Using Modified Neighborhood Preserving Embedding and Maximal Overlap Discrete Wavelet Packet Transform with Sensitive Features Selection." Shock and Vibration 2018 (2018): 1–29. http://dx.doi.org/10.1155/2018/5063527.

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In order to enhance the performance of bearing fault diagnosis and classification, features extraction and features dimensionality reduction have become more important. The original statistical feature set was calculated from single branch reconstruction vibration signals obtained by using maximal overlap discrete wavelet packet transform (MODWPT). In order to reduce redundancy information of original statistical feature set, features selection by adjusted rand index and sum of within-class mean deviations (FSASD) was proposed to select fault sensitive features. Furthermore, a modified feature

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Anbo, Hiroto, Koya Sakuma, Satoshi Fukuchi, and Motonori Ota. "How AlphaFold2 Predicts Conditionally Folding Regions Annotated in an Intrinsically Disordered Protein Database, IDEAL." Biology 12, no. 2 (2023): 182. http://dx.doi.org/10.3390/biology12020182.

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AlphaFold2 (AF2) is a protein structure prediction program which provides accurate models. In addition to predicting structural domains, AF2 assigns intrinsically disordered regions (IDRs) by identifying regions with low prediction reliability (pLDDT). Some regions in IDRs undergo disorder-to-order transition upon binding the interaction partner. Here we assessed model structures of AF2 based on the annotations in IDEAL, in which segments with disorder-to-order transition have been collected as Protean Segments (ProSs). We non-redundantly selected ProSs from IDEAL and classified them based on

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Crobeddu, Éric, and Saad Bennis. "Suivi et validation des mesures pour un déversoir d'orage latéral à seuil court." Canadian Journal of Civil Engineering 33, no. 3 (2006): 326–35. http://dx.doi.org/10.1139/l05-123.

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This work proposes an original approach for monitoring and validating discharge measurements on a lateral storm weir. The approach is based on the combined use of a measuring device and a discharge formula. The developed validation procedure first identifies the erroneous measurements and, consequently, the faulty sensor, using information redundancy on the discharged flow. The erroneous measurements are identified using statistical tests on the relative gap between the measured and simulated discharged flows. Secondly, the erroneous discharge flow measurements are corrected by following the c

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Lei, Jun, José Antonio Lozano-Galant, Dong Xu, Feng-Liang Zhang, and Jose Turmo. "Robust Static Structural System Identification Using Rotations." Applied Sciences 11, no. 20 (2021): 9695. http://dx.doi.org/10.3390/app11209695.

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Deflections are commonly measured in the static structural system identification of structures. Comparatively less attention has been paid to the possibility of measuring rotations for structural system identification purposes, despite the many advantages of using inclinometers, such as a high resolution and being reference free. Although some work using rotations can be found in the literature, this paper, for the very first time, proposes a statistical analysis that justifies the theoretical advantage of measuring rotations. The analytical expressions for the target parameters are obtained v

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Ishak, Sherif. "Deriving Traffic-Performance Measures and Levels of Service from Second-Order Statistical Features of Spatiotemporal Traffic Contour Maps." Transportation Research Record: Journal of the Transportation Research Board 1858, no. 1 (2003): 148–57. http://dx.doi.org/10.3141/1858-22.

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Little information has been successfully extracted from the wealth of data collected by intelligent transportation systems. Such information is needed for the efficiency of operations and management functions of traffic-management centers. A new set of second-order statistical measures derived from texture characterization techniques in the field of digital image analysis is presented. The main objective is to improve the data-analysis tools used in performance-monitoring systems and assessment of level of service. The new measures can extract properties such as smoothness, homogeneity, regula

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Habib, Maan. "Quantifying Topographic Ruggedness Using Principal Component Analysis." Advances in Civil Engineering 2021 (November 2, 2021): 1–20. http://dx.doi.org/10.1155/2021/3311912.

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The development of geospatial technologies has opened a new era in terms of data collection techniques and analysis procedures. Digital elevation models as 3D visualization of the Earth’s surface have many mapping and spatial analysis applications. The primary terrain factors derived from the raster dataset are usually less critical than secondary ones, e.g., ruggedness index, which plays a vital role in engineering, hydrological information derivation, and geomorphological processes. Surface ruggedness is a significant predictor of topographic heterogeneity by calculating the absolute value o

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Parker, W. J., H. D. Monteith, and H. Melcer. "Pilot and model studies of toxic organic compounds in municipal sludge digestion." Canadian Journal of Civil Engineering 23, no. 2 (1996): 471–79. http://dx.doi.org/10.1139/l96-051.

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The removal of selected toxic compounds during anaerobic and aerobic digestion of municipal sludge was investigated at pilot scale. The candidate compounds included a mixture of cresols, chlorophenols, heterocyclic nitrogenous compounds, phthalates, and polyaromatic hydrocarbons. A wide range of responses of the candidate compounds was observed in anaerobic digestion with seven compounds removed at efficiencies greater than 90% in primary digestion, four compounds demonstrating removals of greater than 80% after secondary digestion, and five compounds demonstrating overall removals of less tha

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Boratto, Tales, Heder Soares Bernardino, Alex Borges Vieira, et al. "An Agglomerative Clustering Combined with an Unsupervised Feature Selection Approach for Structural Health Monitoring." Infrastructures 10, no. 2 (2025): 32. https://doi.org/10.3390/infrastructures10020032.

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Structural health monitoring (SHM) is critical for ensuring the safety and longevity of structures, yet existing methodologies often face challenges such as high data dimensionality, lack of interpretability, and reliance on extensive label datasets. Current research in SHM has primarily focused on supervised approaches, which require significant manual effort for data labeling and are less adaptable to new environments. Additionally, the large volume of data generated from dynamic structural monitoring campaigns often includes irrelevant or redundant features, further complicating the analysi

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Wang, Han, Gang Tang, Youguang Zhou, and Yujing Huang. "A Novel Multiscale Deep Health Indicator with Bidirectional LSTM Network for Bearing Performance Degradation Trend Prognosis." Shock and Vibration 2020 (November 3, 2020): 1–17. http://dx.doi.org/10.1155/2020/8871981.

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As rolling bearings are the key components in rotating machinery, bearing performance degradation directly affects machine running status. A tendency prognosis for bearing performance degradation is thus required to ensure the stability of operation. This paper proposes a novel strategy for bearing performance degradation trend prognosis, including health indicator construction techniques and a performance degradation trend prediction method. To more accurately represent the degradation trend, the multiscale deep bottleneck health indicator is proposed as a new synthesized health indicator to

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Tripathi, Milan, Waree Kongprawechnon, and Toshiaki Kondo. "A Highly Robust Encoder–Decoder Network with Multi-Scale Feature Enhancement and Attention Gate for the Reduction of Mixed Gaussian and Salt-and-Pepper Noise in Digital Images." Journal of Imaging 11, no. 2 (2025): 51. https://doi.org/10.3390/jimaging11020051.

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Image denoising is crucial for correcting distortions caused by environmental factors and technical limitations. We propose a novel and highly robust encoder–decoder network (HREDN) for effectively removing mixed salt-and-pepper and Gaussian noise from digital images. HREDN integrates a multi-scale feature enhancement block in the encoder, allowing the network to capture features at various scales and handle complex noise patterns more effectively. To mitigate information loss during encoding, skip connections transfer essential feature maps from the encoder to the decoder, preserving structur

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Sun, Shilong, Peter W. Tse, and Y. L. Tse. "An Enhanced Factor Analysis of Performance Degradation Assessment on Slurry Pump Impellers." Shock and Vibration 2017 (2017): 1–13. http://dx.doi.org/10.1155/2017/1524840.

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Slurry pumps, such as oil sand pumps, are widely used in industry to convert electrical energy to slurry potential and kinetic energy. Because of adverse working conditions, slurry pump impellers are prone to suffer wear, which may result in slurry pump breakdowns. To prevent any unexpected breakdowns, slurry pump impeller performance degradation assessment should be immediately conducted to monitor the current health condition and to ensure the safety and reliability of slurry pumps. In this paper, to provide an alternative to the impeller health indicator, an enhanced factor analysis based i

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Sysyn, Mykola, Ulf Gerber, Olga Nabochenko, Yangyang Li, and Vitalii Kovalchuk. "INDICATORS FOR COMMON CROSSING STRUCTURAL HEALTH MONITORING WITH TRACK-SIDE INERTIAL MEASUREMENTS." Acta Polytechnica 59, no. 2 (2019): 170–81. http://dx.doi.org/10.14311/ap.2019.59.0170.

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This paper focuses on the experimental study of an alteration in the railway crossing dynamic response due to the rolling surface degradation during a crossing’s lifecycle. The maximal acceleration measured with the track-side measurement system as well as the impact position monitoring show no significant statistical relation to the rolling surface degradation. The additional spectral features are extracted from the acceleration measurements with a wavelet transform to improve the information usage. The reliable prediction of the railway crossing remaining useful life (RUL) demands the trustw

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Kurbatova, Natalja, Matthieu Chartier, María Inés Zylber, and Rafael Najmanovich. "IsoCleft Finder – a web-based tool for the detection and analysis of protein binding-site geometric and chemical similarities." F1000Research 2 (April 30, 2013): 117. http://dx.doi.org/10.12688/f1000research.2-117.v1.

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IsoCleft Finder is a web-based tool for the detection of local geometric and chemical similarities between potential small-molecule binding cavities and a non-redundant dataset of ligand-bound known small-molecule binding-sites. The non-redundant dataset developed as part of this study is composed of 7339 entries representing unique Pfam/PDB-ligand (hetero group code) combinations with known levels of cognate ligand similarity. The query cavity can be uploaded by the user or detected automatically by the system using existing PDB entries as well as user-provided structures in PDB format. In al

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