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Journal articles on the topic 'Algorithmic support'

Author: Grafiati

Published: 28 May 2022

Last updated: 31 July 2025

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1

Wolper, Pierre. "Where is the algorithmic support?" ACM Computing Surveys 28, no. 4es (1996): 58. http://dx.doi.org/10.1145/242224.242298.

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Pogorelov, V. A., and S. V. Sokolov. "Algorithmic support for integrated navigation systems." Journal of Computer and Systems Sciences International 47, no. 2 (2008): 308–20. http://dx.doi.org/10.1134/s1064230708020172.

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3

Ernsting, Steffen, and Herbert Kuchen. "Data Parallel Algorithmic Skeletons with Accelerator Support." International Journal of Parallel Programming 45, no. 2 (2016): 283–99. http://dx.doi.org/10.1007/s10766-016-0416-7.

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4

Dmitrieva, Olga, and Olga Polovinka. "Algorithmic support for parallel association rule search methods." Scientific papers of Donetsk National Technical University”. Series: “Computer engineering and automation 1, no. 31 (2018): 62–69. http://dx.doi.org/10.31474/2075-4272-2018-1-31-62-69.

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Rizvanov, D. A., and E. S. Chernyshev. "Information and Algorithmic Support of Production Capacity Planning." Intellekt. Sist. Proizv. 18, no. 4 (2020): 117. http://dx.doi.org/10.22213/2410-9304-2020-4-117-125.

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В настоящей статье рассматриваются вопросы применения интеллектуальных технологий для решения задачи планирования производственных мощностей при создании/модернизации производства. В силу того что расчет количества необходимого технологического оборудования ведется классическим способом – на основе станкоемкости на максимальную известную годовую программу, в которой различные простои предусмотрены на основе нормативов, задача эффективного планирования производственных мощностей остается актуальной. Расчет необходимого количества технологического оборудования предлагается проводить с помощью си

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Якимук, Алексей, Aleksey Yakimuk, Антон Конев, Anton Konev, Юрий Терещенко, and Yuriy Tereschenko. "ALGORITHMIC SUPPORT OF SYSTEM FOR WHISPERING SPEECH ANALYSIS." Bulletin of Bryansk state technical university 2018, no. 10 (2018): 62–71. http://dx.doi.org/10.30987/article_5bf3cb52dd99b5.52729401.

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Глебова, Е. А., and А. Г. Пимонов. "SOFTWARE AND ALGORITHMIC SUPPORT FOR MISSING DATA IMPUTATION." СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ, no. 2(88) (June 5, 2022): 52–55. http://dx.doi.org/10.36622/vstu.2022.88.2.010.

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В статье представлено разработанное программное обеспечение импутирования пропущенных данных. В составе ядра созданной информационной системы реализованы различные алгоритмы и методы восстановления пропущенных наблюдений. The article presents the developed software for imputation of missing data. As part of the core of the created information system, various algorithms and methods of missing observations recovery are implemented, the most promising of which is the evolutionary, which allows the complex use of neural network technology and a genetic algorithm.

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Tverskoy, Yu S., I. A. Kolesov, A. V. Golubev, I. K. Muravyov, and J. A. Gaidina. "Information and algorithmic support of streamlined control systems." Vestnik IGEU, no. 3 (June 30, 2022): 45–56. http://dx.doi.org/10.17588/2072-2672.2022.3.045-056.

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Modern production machinery is equipped with multifunctional automated process control systems (APCS) based on software and hardware complexes (SHC) of a network hierarchical structure. The experience of designing and operating multifunctional process control systems proves that the efficiency of the systems being developed significantly depends on the array of problems at different stages of the technology design and system modernization. It is to be developed, both at the fundamental level of local automatic control systems and at a higher level of hierarchical system structure. At the same

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Kniga, E. V., A. V. Gurjanov, A. V. Shukalov, and I. O. Zharinov. "Algorithmic support for graphic images rotation in avionics." Journal of Physics: Conference Series 1015 (May 2018): 032155. http://dx.doi.org/10.1088/1742-6596/1015/3/032155.

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10

Almagro, Ronald E., Loyd C. Flores, and Mary Rose V. Amora. "Perceived Algorithmic Autonomy-Support and Computer Attitude on Learning Management Systems in Higher Education Institutions in Davao Region." International Journal of Research and Innovation in Social Science VII, no. XII (2024): 738–57. http://dx.doi.org/10.47772/ijriss.2023.7012057.

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This quantitative research study adopts a non-experimental, descriptive, and correlational design to investigate the influences of perceived algorithmic autonomy-support and computer attitude on Learning Management Systems (LMS) among higher education institutions. The study involves a 100 sample of participants from diverse educational settings, employing adapted questionnaires and statistical measures such as mean, Pearson correlation coefficient (Pearson r), standard deviation, and regression analysis. The research reveals positive perceptions of algorithmic autonomy-support and computer at

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11

Myslovych, Mykhailo, Valerij Zvarych, Ludwiga Ostapchuk, Yuriy Hyzhko, and Мaryna Hutorova. "Some issues of informational support for multilevel diagnostic systems of electrotechnical equipment." Computational Problems of Electrical Engineering 10, no. 1 (2020): 19–26. http://dx.doi.org/10.23939/jcpee2020.01.019.

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Algorithmic software for the operation of informational measuring diagnostic systems according to the Smart Grid technology and with the conditional division of the electrotechnical equipment into hierarchical levels is proposed.

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12

Alexandra, Stroescu Silvia. "Algorithmic program - support in learning of ‘handspring forward with 1½ tucked salto forward’ on vault." Global Journal of Guidance and Counseling in Schools: Current Perspectives 7, no. 1 (2017): 07–14. http://dx.doi.org/10.18844/gjgc.v7i1.2942.

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This paper aimed to increase the learning efficiency of 'Handspring forward with 1½ tucked salto forward’ on vault by exploiting gymnasts’ internal factors of performance and shortening the assimilation time of technical elements using algorithmic programs. Experimental research involves the selection and adjustment of the most efficient means for specific physical and technical training requiered in learning 'Handspring forward with 1½ tucked salto forward’ on vault. This paper also brings evidence to evaluate in an objective and gradual manner the technical preparation of gymnasts through al

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Watanobe, Yutaka, and Nikolay Mirenkov. "Algorithmic Transparency of Large-Scale *AIDA Programs." International Journal of Software Engineering and Knowledge Engineering 30, no. 09 (2020): 1263–88. http://dx.doi.org/10.1142/s0218194020500345.

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Programming in pictures is an approach where pictures and moving pictures are used as super-characters to represent the features of computational algorithms and data structures, as well as for explaining the models and application methods involved. *AIDA is a computer language that supports programming in pictures. This language and its environment have been developed and promoted as a testbed for various innovations in information technology (IT) research and implementation, including exploring the compactness of the programs and their adaptive software systems, and obtaining better understan

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Kornushk, V. F., I. V. Bogunova, A. A. Flid, O. M. Nikolaeva, and A. A. Grebenshchikov. "INFORMATION-ALGORITHMIC SUPPORT FOR DEVELOPMENT OF SOLID PHARMACEUTICAL FORM." Fine Chemical Technologies 13, no. 5 (2018): 73–81. http://dx.doi.org/10.32362/2410-6593-2018-13-5-73-81.

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The article deals with the application of the system approach for constructing informationalgorithmic support for the pharmaceutical development of solid dosage forms. Information modeling of the life cycle of pharmaceutical drug development has been carried out starting from the stage of studying the active pharmaceutical substance and ending with the utilization of the drug. These models are built in the IDEF0 nomination. A generalized block diagram is presented that reflects, in its most general form, the iterative process of developing a ready-made dosage form as applied to the further tra

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Adensamer, Angelika, Rita Gsenger, and Lukas Daniel Klausner. "“Computer says no”: Algorithmic decision support and organisational responsibility." Journal of Responsible Technology 7-8 (October 2021): 100014. http://dx.doi.org/10.1016/j.jrt.2021.100014.

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Bieliaiev, Oleksandr, Iryna Liutenko, and Nataliia Stratiienko. "ALGORITHMIC SUPPORT FOR MULTICRITERIA ASSESSMENT OF RETAIL INFORMATION SYSTEMS." Bulletin of National Technical University "KhPI". Series: System Analysis, Control and Information Technologies, no. 1 (5) (July 12, 2021): 3–9. http://dx.doi.org/10.20998/2079-0023.2021.01.01.

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This article is devoted to the issues of assessing the effectiveness of information systems for enterprises engaged in retail trade in consumer goods. This article describes the tasks that the retail FMCG trade, as well as the functions of the retail trade, solve. The features of the subject area were considered, which will form the basis for the formation of scales for assessing the effectiveness of information systems. The priorities, tasks, and features of the business model of enterprises engaged in retail trade in consumer goods, depending on the market segment they occupy. Various types

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Ispahany, Nighat, Kathren Torraca, Marina Chilov, Elaine R. Zimbler, Konstantina Matsoukas, and Tracy Y. Allen. "Library Support for Problem-Based Learning: An Algorithmic Approach." Medical Reference Services Quarterly 26, no. 4 (2007): 45–63. http://dx.doi.org/10.1300/j115v26n04_04.

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18

Glinos, N. "Video-on-Demand Based on Delayed-Multicast: Algorithmic Support." Computer Journal 47, no. 5 (2004): 545–59. http://dx.doi.org/10.1093/comjnl/47.5.545.

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19

KIPER, A. V., and T. S. STANKEVICH. "ALGORITHMIC SUPPORT OF THE INTELLECTUAL DECISION SUPPORT SYSTEM FOR THE HEAD OF FIREFIGHTING." ПОЖАРОВЗРЫВОБЕЗОПАСНОСТЬ 23, no. 9 (2014): 45–56. http://dx.doi.org/10.18322/pvb.2014.23.9.45-56.

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20

Castelo-Branco, Renata, and António Leitão. "Algorithmic Design in Virtual Reality." Architecture 2, no. 1 (2022): 31–52. http://dx.doi.org/10.3390/architecture2010003.

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Virtual reality has been shown to facilitate perception and navigation inside 3D models, while stimulating creativity and enhancing architect/client interaction. In this scenario, in order to better explore paths along the design space that are suggested from this interaction, it is important to support quick updates to the model while still immersed in it. Algorithmic design, an approach to architectural design that uses parametric algorithms to represent a design space, rather than a single design instance, provides such support. We present a novel architectural design process based on the i

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21

Ma, Renkai, and Yubo Kou. ""How advertiser-friendly is my video?": YouTuber's Socioeconomic Interactions with Algorithmic Content Moderation." Proceedings of the ACM on Human-Computer Interaction 5, CSCW2 (2021): 1–25. http://dx.doi.org/10.1145/3479573.

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To manage user-generated harmful video content, YouTube relies on AI algorithms (e.g., machine learning) in content moderation and follows a retributive justice logic to punish convicted YouTubers through demonetization, a penalty that limits or deprives them of advertisements (ads), reducing their future ad income. Moderation research is burgeoning in CSCW, but relatively little attention has been paid to the socioeconomic implications of YouTube's algorithmic moderation. Drawing from the lens of algorithmic labor, we describe how algorithmic moderation shapes YouTubers' labor conditions thro

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22

Kusk, Kalle, and Claus Bossen. "Working with Wolt." Proceedings of the ACM on Human-Computer Interaction 6, GROUP (2022): 1–22. http://dx.doi.org/10.1145/3492823.

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In this paper, we present the results of an ethnographic study focusing on food deliveries for the digital platform Wolt. The platform manages food transport ordered by customers to be delivered at home from restaurants, and subcontracts the transport to workers called 'couriers', who act as independent firms or entrepreneurs. The paper is based on six months of participant observation, during which time the first author worked as a courier, as well as on ad-hoc conversations and semi-structured interviews with other couriers. We describe couriers' work for the platform and discuss our finding

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23

Alekseev, V. V., E. M. Antonyuk, and I. E. Varshavskiy. "Algorithmic Support of Adaptive Automatic Control Systems with Data Compression." Journal of the Russian Universities. Radioelectronics 23, no. 6 (2020): 84–99. http://dx.doi.org/10.32603/1993-8985-2020-23-6-84-99.

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Introduction. The exponential growth of measurement information caused by ongoing complication of technical and production facilities necessitates the development of improved or brand new information and measurement systems, including those performing adaptive automatic control functions. Automatic criteria-based selection and reduction of measurement information continuously supplied by multi-parameter sources characterizing the objects under study require algorithms ensuring reconfiguration of automatic control systems during operation. In comparison with automatic control systems based on t

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24

Kayama, Mizue, Makoto Satoh, Kei Kobayashi, Hisayoshi Kunimune, Masami Hashimoto, and Makoto Otani. "Algorithmic Thinking Learning Support Syste Based on Student-Problem Score Table Analysis." International Journal of Computer and Communication Engineering 3, no. 2 (2014): 134–40. http://dx.doi.org/10.7763/ijcce.2014.v3.307.

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25

Chan, Jireh Yi-Le, Seuk Wai Phoong, Wai Khuen Cheng, and Yen-Lin Chen. "Support Resistance Levels towards Profitability in Intelligent Algorithmic Trading Models." Mathematics 10, no. 20 (2022): 3888. http://dx.doi.org/10.3390/math10203888.

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Past studies showed that more advanced model architectures and techniques are being developed for intelligent algorithm trading, but the input features of the models across these studies are very similar. This justifies the increasing need for new meaningful input features to better explain price movements. This study shows that the inclusion of Support Resistance input features engineered from the proposed novel methodology increased the machine learning model’s aggregate profitability performance by 65% across eight currency pairs when compared to an identical machine learning model without

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Tynchenko, V. S., V. E. Petrenko, A. V. Murygin, and S. O. Kurashkin. "Software and algorithmic support of the electron-beam welding system." IOP Conference Series: Materials Science and Engineering 919 (September 26, 2020): 052024. http://dx.doi.org/10.1088/1757-899x/919/5/052024.

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Kozulia, Tatiana V., and Daria I. Emelianova. "Information-algorithmic support for complex ecological assessment of system objects." System research and information technologies, no. 2 (June 26, 2017): 68–76. http://dx.doi.org/10.20535/srit.2308-8893.2017.2.07.

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Gottschling, Peter, David S. Wise, and Adwait Joshi. "Generic support of algorithmic and structural recursion for scientific computing1." International Journal of Parallel, Emergent and Distributed Systems 24, no. 6 (2009): 479–503. http://dx.doi.org/10.1080/17445760902758560.

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Schönberger, Siegfried, Rudolf K. Keller, and Ismail Khriss. "Algorithmic support for model transformation in object-oriented software development." Concurrency and Computation: Practice and Experience 13, no. 5 (2001): 351–83. http://dx.doi.org/10.1002/cpe.555.

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Marley, Vladimir, Dmitrii Vasilchenko, Lubov Tyndykar, Sergey Plotnikov, and Oleg Korolev. "Algorithmic Networks and Object-Oriented Programming." E3S Web of Conferences 363 (2022): 01003. http://dx.doi.org/10.1051/e3sconf/202236301003.

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The article considers relevance of using the formalism of algorithmic networks in terms of object-oriented programming and the development of the basic ideology of using the formalism of algorithmic networks to solve problems in the framework of object-oriented systems is considered. A solution is proposed to create a network of connected objects of a certain structure with the formalism of algorithmic networks and its algorithmic completeness. The choice of the platform for the implementation of the required task on the software part was made, providing full support for the object-oriented pa

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Буланкин, А. А., and Ш. Г. Гарайшин. "ALGORITHMIC SUPPORT AND SOFTWARE MODULES FOR DISPLAYING AND EDITING SEISMIC OBSERVATION PROFILE SCHEMES." ГЕОФИЗИКА, no. 4 (September 10, 2022): 99–107. http://dx.doi.org/10.34926/geo.2022.44.54.001.

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В статье рассматривается проблема автоматизации эффективного составления качественного абриса для минимизации ресурсных затрат, которые возникают в процессе работы топографической службы при проведении сейсморазведочных работ. Сформулирована практическая задача автоматизации построения и редактирования схемы сейсмических профилей ортогональной системы наблюдения при составлении абриса. Предлагается алгоритмическое обеспечение для ее решения. Описаны алгоритмы для редактирования схемы профилей путем вставки смещения и пропуска пикетов в среде автоматизированного проектирования AutoCAD. Представ

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32

Cooper, Rosalind. "Pastoral Power and Algorithmic Governmentality." Theory, Culture & Society 37, no. 1 (2019): 29–52. http://dx.doi.org/10.1177/0263276419860576.

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This paper contributes to inquiries into the genealogy of governmentality and the nature of secularization by arguing that pastoralism continues to operate in the algorithmic register. Drawing on Agamben’s notion of signature, I elucidate a pair of historically distant yet archaeologically proximate affinities: the first between the pastorate and algorithmic control, and the second between the absconded God of late medieval nominalism and the authority of algorithms in the cybernetic age. I support my hypothesis by attending to the signaturial kinships between, on the one hand, temporality and

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Bailey, Simon, Dean Pierides, Adam Brisley, Clara Weisshaar, and Tom Blakeman. "Dismembering organisation: The coordination of algorithmic work in healthcare." Current Sociology 68, no. 4 (2020): 546–71. http://dx.doi.org/10.1177/0011392120907638.

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Algorithms are increasingly being adopted in healthcare settings, promising increased safety, productivity and efficiency. The growing sociological literature on algorithms in healthcare shares an assumption that algorithms are introduced to ‘support’ decisions within an interactive order that is predominantly human-oriented. This article presents a different argument, calling attention to the manner in which organisations can end up introducing a non-negotiable disjuncture between human-initiated care work and work that supports algorithms, which the authors call algorithmic work. Drawing on

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34

Wright, Adam, Skye Aaron, Allison B. McCoy, et al. "Algorithmic Detection of Boolean Logic Errors in Clinical Decision Support Statements." Applied Clinical Informatics 12, no. 01 (2021): 182–89. http://dx.doi.org/10.1055/s-0041-1722918.

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Abstract Objective Clinical decision support (CDS) can contribute to quality and safety. Prior work has shown that errors in CDS systems are common and can lead to unintended consequences. Many CDS systems use Boolean logic, which can be difficult for CDS analysts to specify accurately. We set out to determine the prevalence of certain types of Boolean logic errors in CDS statements. Methods Nine health care organizations extracted Boolean logic statements from their Epic electronic health record (EHR). We developed an open-source software tool, which implemented the Espresso logic minimizatio

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35

Ereshko, Felix Ivanovich, Yury Igorevich Brodsky, and Vasily Vladimirovich Shevchenko. "About algorithmic support of the software complex of simulative game modeling." Scientific Bulletin of the Military-Industrial Complex of Russia, no. 3 (2021): 18–25. http://dx.doi.org/10.52135/2410-4124_2021_3_18.

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Ereshko, Felix Ivanovich, Yury Igorevich Brodsky, and Vasily Vladimirovich Shevchenko. "About algorithmic support of the software complex of simulative game modeling." Scientific Bulletin of the Military-Industrial Complex of Russia, no. 3 (2021): 18–25. http://dx.doi.org/10.52135/2410-4124_2021_3_18.

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Fomin, S. Ya. "ALGORITHMIC MAINTENANCE OF WKS SUPPORT FOR VOLUME SCHEDULING IN PIPE PRODUCTION." Izvestiya Visshikh Uchebnykh Zavedenii. Chernaya Metallurgiya = Izvestiya. Ferrous Metallurgy 59, no. 7 (2016): 504–9. http://dx.doi.org/10.17073/0368-0797-2016-7-504-509.

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Gorodetsky, V. I., and O. L. Bukhvalov. "Self-Organized B2B Production Networks. Part 2. Architecture and Algorithmic Support." MEHATRONIKA, AVTOMATIZACIA, UPRAVLENIE 18, no. 12 (2017): 829–39. http://dx.doi.org/10.17587/mau.18.829-839.

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Shevko, Denis. "Algorithmic support of hybrid control systems with the implicit reference model." Журнал технических исследований 1, no. 3 (2015): 5. http://dx.doi.org/10.12737/14564.

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Mehnert, Jan, Dirk Reiß, Stefan Plesser, and Matthias Hannen. "An algorithmic module toolkit to support quality management for building performance." E3S Web of Conferences 111 (2019): 05002. http://dx.doi.org/10.1051/e3sconf/201911105002.

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Data from building automation systems is so far used for the operation of building systems and components only. The following work shows how this data can be used to enhance the building’s performance by strategically detecting potential sources for building optimization. With this method, faults and optimization potentials of the building operation can be detected; thus, the quality gap regarding efficiency and comfort aspects between design and operation can then be reduced. Furthermore, the intelligent use of data enables the realization of economic savings to support facility management wi

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Ślepaczuk, Robert, and Maryna Zenkova. "Robustness of Support Vector Machines in Algorithmic Trading on Cryptocurrency Market." Central European Economic Journal 5, no. 52 (2019): 186–205. http://dx.doi.org/10.1515/ceej-2018-0022.

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Abstract This study investigates the profitability of an algorithmic trading strategy based on training SVM model to identify cryptocurrencies with high or low predicted returns. A tail set is defined to be a group of coins whose volatility-adjusted returns are in the highest or the lowest quintile. Each cryptocurrency is represented by a set of six technical features. SVM is trained on historical tail sets and tested on the current data. The classifier is chosen to be a nonlinear support vector machine. The portfolio is formed by ranking coins using the SVM output. The highest ranked coins ar

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Wojciechowski, Adam, and Alok Mishra. "The 3rd Workshop on Social and Algorithmic Issues in Business Support." ACM SIGSOFT Software Engineering Notes 41, no. 3 (2016): 34–35. http://dx.doi.org/10.1145/2934240.2934250.

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43

Cherkashin, Mikhail, Aleksey Nikolaev, Sergey Kozlov, and Natalia Berezina. "131 Should be Advanced Life Support (ALS) course realistic or algorithmic?" Resuscitation 203 (November 2024): S65. http://dx.doi.org/10.1016/s0300-9572(24)00442-8.

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44

Kudryavtsev, P. S., L. Yu Prokhorov, E. V. Khirova, and A. N. Khokhlov. "Algorithmic support of a testing unit for screening geroprotectors and geropromotors." Biomedical Engineering 31, no. 4 (1997): 209–15. http://dx.doi.org/10.1007/bf02369021.

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Togobitskaya, D. N., A. F. Khamkhot'ko, and A. I. Bel'kova. "Informational, algorithmic, and programming support for solving Blast-Furnace optimization problems." Metallurgist 43, no. 6 (1999): 270–72. http://dx.doi.org/10.1007/bf02463601.

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46

Cundiff, W. E. "Database organisation: An algorithmic framework for decision support systems in APL." Decision Support Systems 5, no. 1 (1989): 57–64. http://dx.doi.org/10.1016/0167-9236(89)90028-6.

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47

Kitabov, Andrei N., Ural M. Abutalipov, Danila D. Gorbunov, and Marat I. Khakimyanov. "ALGORITHMIC AND MATHEMATICAL SUPPORT OF INFORMATION-MEASURING SYSTEM FOR DETERMINING ENERGY CONSUMPTION OF ROD WELL PUMPING UNITS." Electrical and data processing facilities and systems 20, no. 2 (2024): 89–102. http://dx.doi.org/10.17122/1999-5458-2024-20-2-89-102.

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Relevance One of the directions for increasing the efficiency of processes in the oil and gas industry is to optimize the consumption of electrical energy at all stages of production activity, with the main share of energy consumption costs occurring in processes associated with oil production. Currently, to assess and calculate the level of energy consumption and specific energy consumption, semi-empirical methods are used, characterized by the lack of an integrated approach and low accuracy. In this regard, the development of algorithmic and mathematical support for the implementation of an

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Buarque, Gabriela. "Artificial intelligence and algorithmic discrimination." Brazilian Journal of Law, Technology and Innovation 1, no. 2 (2023): 63–86. http://dx.doi.org/10.59224/bjlti.v1i2.63-86.

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This article is an investigation into the risks involved in the activity of artificial intelligence aimed at children and adolescents. It appears that artificial intelligence has been active in several fields, not being different in the daily lives of children, especially after the advent of the COVID-19 pandemic. However, its risks are often not properly analyzed, which culminates in damage and discrimination in one of the most vulnerable sectors: children and adolescents. This article aims, through deductive method of literature review, to analyze the risks that are involved in the activity

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Grozdanovski, Ljupcho. "In search of effectiveness and fairness in proving algorithmic discrimination in EU law." Common Market Law Review 58, Issue 1 (2021): 99–136. http://dx.doi.org/10.54648/cola2021005.

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Examples of discriminatory algorithmic recruitment of workers have triggered a debate on application of the non-discrimination principle in the EU. Algorithms challenge two principles in the system of evidence in EU non-discrimination law. The first is effectiveness, given that due to algorithmic opacity, the parties in algorithmic discrimination cases do not have easy and unrestricted access to facts enabling them to support their claims. The second is fairness, insofar as the launching and unfolding of the evidentiary debate requires lifting the veil of algorithmic opacity: a colossal task,

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Fang, Anna, and Haiyi Zhu. "Matching for Peer Support: Exploring Algorithmic Matching for Online Mental Health Communities." Proceedings of the ACM on Human-Computer Interaction 6, CSCW2 (2022): 1–37. http://dx.doi.org/10.1145/3555202.

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Online mental health communities (OMHCs) have emerged in recent years as an effective and accessible way to obtain peer support, filling crucial gaps of traditional mental health resources. However, the mechanisms for users to find relationships that fulfill their needs and capabilities in these communities are highly underdeveloped. Using a mixed-methods approach of user interviews and behavioral log analysis on 7Cups.com, we explore central challenges in finding adequate peer relationships in online support platforms and how algorithmic matching can alleviate many of these issues. We measure

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