Academic literature on the topic 'Estimation of innovative activity'

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Journal articles on the topic "Estimation of innovative activity"

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Nechaev, Andrey Sergeevich, Dmitry Alekseevich Antipin, and Oksana Victorovna Antipina. "Efficiency Estimation of Innovative Activity the Enterprises." Journal of Mathematics and Statistics 10, no. 4 (2014): 443–47. http://dx.doi.org/10.3844/jmssp.2014.443.447.

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Egorov, Nikolay E. "Innovative potential Econometric Estimation of Far East Federal District Regions." Bulletin of the Far Eastern Federal University. Economics and Management, no. 1 (81) 2017 (April 21, 2017): 43–50. https://doi.org/10.5281/zenodo.386576.

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The analysis and estimation of innovative potential of regions of the far Eastern Federal district in the sphere of scientific-educational and innovation activities in the period 2010–2014 were realized. Econometric estimation made by the author's method is based on the concept of "Triple helix" model with usage of economic and quantitative indicators of scientific and educational complex of business and government (triad) in the field of scientific-educational and innovation activities contained in the official statistical collections. The results of the calculation for normalized average val
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Синькова, Ю., and Yu Sin'kova. "Theoretical and Methodological Aspects of Estimation of Innovative Potential and Innovative Activity of the Enterprise." Scientific Research and Development. Economics 6, no. 1 (2018): 60–65. http://dx.doi.org/10.12737/article_5a8d55b2802474.78237782.

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Innovation can be defined as the successful conversion of new concepts and knowledge into new products, services or processes that deliver new customer value in the market. Innovation is the specific instrument of entrepreneurship, the act of endowing resources with a new capacity to create profits. Innovation can be defined as “a step that creates a new dimension of performance”. Innovation is the embodiment, combination and/or synthesis of knowledge in new, relevant, valuable new products, processes or services. Innovation is the creation of something that improves our lives. A modern compan
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ZEUG-ŻEBRO, Katarzyna. "Spatial modeling of investment activity of enterprises in service sector." Scientific Papers of Silesian University of Technology. Organization and Management Series 2021, no. 150 (2021): 357–68. http://dx.doi.org/10.29119/1641-3466.2021.150.27.

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Purpose: Due to the visible disproportions, the problem of innovation is increasingly often perceived regionally. These inequalities result from the concentration of knowledge, resources and the amount of expenditure on innovation in a few regions. The aim of the paper is to study the spatial dependence between Polish voivodships in terms of expenditure on innovative activities in enterprises in the service sector. Design/methodology/approach: For the selected variable conditioning the innovative activity of the enterprise, a classical econometric model will be built and the necessity to inclu
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Smolin, Yuri Alexandrovich, Ivan Yurievich Samilo, Vitaliy Yurievich Zlobin, et al. "ALGORITHM OF ESTIMATION OF INNOVATIVE ACTIVITY IN TELECOMMUNICATION SYSTEMS." Bulletin of the National Technical University "KhPI". Series: Elektroenergetika i preobrazovatelnaya tehnika, no. 8 (August 22, 2018): 59–64. http://dx.doi.org/10.20998/2079-4525.2018.18.10.

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Amirova, Regina. "Estimation of Innovative Activity in the Regions of Russia." Vestnik Volgogradskogo gosudarstvennogo universiteta. Serija 3. Ekonomika. Ekologija, no. 1 (March 2017): 23–30. http://dx.doi.org/10.15688/jvolsu3.2017.1.3.

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Piatnytskyi, Yu S., L. I. Zakrutko, O. V. Myslytskyi, et al. "ESTIMATION OF INNOVATION ACTIVITY OF SCIENTIFIC INSTITUTIONS IN UKRAINE HEALTH CARE FOR 2016." Likarska sprava, no. 3 (May 29, 2019): 64–68. http://dx.doi.org/10.31640/jvd.3.2019(10).

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The objective of the work:to monitor the innovation support of Ukrainian healthcare institutions by scientific products developed by the higher medical educational institutions (VMNZ) of Ukraine and research institutes (NDU) of the Ministry of Health and Science of Ukraine in 2016. A retrospective analysis of 630 scientific reports on innovative developments was conducted. During the work, methods of expert evaluation, statistical, system, structural-logical and cluster analysis are used. The research showed that in 2016 scientific institutions developed the most innovations in the specialties
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Kireyeva, Anel A., and Saken S. Yespayev. "A Study of the Formation of Innovative Clusters As Growth Poles In the Regions of Kazakhstan." International Journal of Research in Business and Social Science (2147-4478) 3, no. 1 (2014): 15–34. http://dx.doi.org/10.20525/ijrbs.v3i1.85.

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The aim of this resarch is to examine the level of innovative process of national economy and to reveal the essence of the cluster approach and indicators of innovative development. Keeping with the previous literature, the present study is determined by the novelty of the problem, concerning the formation and development of innovative clusters as growth poles, as well as large specifics of problems in the framework of use of innovative potential. The study employs method of monitoring of innovative processes in regions; we use method of rating estimation of innovative competitiveness of the r
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Pobochenko, Lesia. "Estimation of Innovative Positions of TNCS in Developed Countries." International Relations: Theory and Practical Aspects, no. 4 (August 7, 2019): 91–103. https://doi.org/10.31866/2616-745x.4.2019.177620.

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In today's conditions, the dynamic development of countries is impossible without a comprehensive and continuous production and use of innovations as catalysts of general economic development. The article is a study of innovative positions of TNCs in developed countries of the world in conditions of global competition. As a result of the theoretical foundations’ analysis of the world economy’s innovative development (the theory of economic development and intellectual technology, the concept of harmonious economy and economic integration, etc.), and the basic components of this
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Sobko, Olha, and Ihor Krysovatyy. "Improvement of Innovative Projects Management and Revival of Innovation Activities of Ukrainian Enterp." Herald of Economics, no. 3 (November 21, 2021): 84. http://dx.doi.org/10.35774/visnyk2021.03.084.

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Introduction. The wider application of the benefits of project management in the organization of innovation is seen as an effective tool for revitalizing the innovation activities of modern enterprises. Innovative project is a modern form of organization of innovation processes, which allows to generate intellectual added value to increase innovation and competitiveness of enterprises. The expediency of improving the management of innovative projects on the basis of increasing their intelligence to increase the innovation and competitiveness of enterprises is substantiated.Purpose is to substa
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Dissertations / Theses on the topic "Estimation of innovative activity"

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Diaz, Pedro, and Grant Skrepnek. "Marginal Tax Rates and Innovative Activity in the Biotech Sector." The University of Arizona, 2013. http://hdl.handle.net/10150/614244.

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Class of 2013 Abstract<br>Specific Aims: To assess the association between marginal tax rates (MTR) and innovative output of biotechnology firms. The MTR plays an important role in firms’ financing choices. Assessment of a firm’s tax status may reveal how firms decide on investment policies that affect R&D. Methods: A retrospective database analysis was used. Subjects included were firms within the biotechnology sector with the Standard Industrial Classification code of 2836 from 1980 - 2011. MTR Data was obtained from the S&P Compustat database, and Patent data was obtained from the U.S. P
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Буркун, Н. А. "Інноваційний розвиток підприємств готельного господарства (на прикладі готелю «Вояж»)". Thesis, Одеський національний економічний університет, 2021. http://local.lib/diploma/Burkun.pdf.

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Доступ до роботи тільки на території бібліотеки ОНЕУ, для переходу натисніть на посилання нижче<br>У роботі розглядаються теоретичні та методичні аспекти інноваційного розвитку підприємств готельного господарства, розкрито економічну сутність інновацій у сфері послуг гостинності, наведено їх класифікацію. Проаналізовано виробничу та інноваційну діяльність та процес надання послуг в готелі «Вояж». Здійснено оцінку інноваційної діяльності підприємства готельного господарства, запропоновано комплекс заходів щодо впровадження інноваційної програми лояльності клієнтів до послуг готелю.<br>Th
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Dermarkar, Paul. "Innovative Gyroless Attitude Estimation Method." Thesis, KTH, Mekanik, 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-202631.

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A key aspect in Attitude and Orbital Control Systems (AOCS) is the ability to estimateaccurately a spacecraft’s attitude and angular rate. While a classic gyrometer and star-trackerhybridization features high performances, gyroless solutions using only star-trackers as attitudesensors are often chosen to reduce the mission’s cost, when possible. Such an estimation is improvedusing the knowledge of the torque commanded by the spacecraft’s reaction wheels. The torqueestimate is however imperfect, mostly due to friction occurring on the wheels’ shafts. This paperpresents the research undertaken t
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Prudnikova, N., and L. Royenko. "Commercialization results of innovative activity." Thesis, КНУТД, 2016. https://er.knutd.edu.ua/handle/123456789/5043.

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Дядечко, Алла Миколаївна, Алла Николаевна Дядечко, Alla Mykolaivna Diadechko, and S. I. Kolosok. "The companies' focuses in innovative activity." Thesis, Видавництво СумДУ, 2008. http://essuir.sumdu.edu.ua/handle/123456789/16071.

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Karpenko, I. V. "Financing of innovative activity of the enterprises." Thesis, Сумський державний університет, 2012. http://essuir.sumdu.edu.ua/handle/123456789/28698.

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In the current economic climate strong role in the competitiveness of individual companies, regional and national economy in general have an innovation. When you are citing the document, use the following link http://essuir.sumdu.edu.ua/handle/123456789/28698
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Shin, Hyung John. "Fuzzy approach to construction activity estimation." Thesis, Loughborough University, 1994. https://dspace.lboro.ac.uk/2134/10830.

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Past experience has shown that variations in production rate value for the same work item is attributed to a wide range of factors. The relationships between these factors and the production rates are often very complex. It is impossible to describe an exact mathematical causal relationship between the qualitative factors(QF) and production rates. Various subjective approaches have been attempted to quantify the uncertainties contained in these causal relationships. This thesis presents one such approach by adopting a fuzzy set theory in conjunction with a fuzzy rule based system that could im
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Rehman, S. "Knowledge-based cost modelling for innovative design." Thesis, Cranfield University, 2000. http://hdl.handle.net/1826/3971.

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The contribution to new knowledge from this research is a novel method for modelling production costs throughout the design phase of a product's lifecycle, from conceptual to detail design. The provision of cost data throughout the design phase allows management to make more accurate bid estimates and encourages designers to design to cost, leading to a reduction in the amount of design rework and product's time to market. The cost modelling strategy adopted incorporates the use of knowledge-based and case-based approaches. Cost estimation is automated by linking design knowledge, required for
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Гриценко, Павло Валерійович, Павел Валериевич Гриценко, Pavlo Valeriiovych Hrytsenko, et al. "Innovative activity as a basis for sustainable economic growth." Thesis, Sumy State University, 2020. https://essuir.sumdu.edu.ua/handle/123456789/80971.

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Матеріал присвячено питанням розвитку інструментарію для стійкого економічного зростання.<br>Материал посвящен вопросам развития инструментария для устойчивого экономического роста.<br>The material is devoted to the development of tools for sustainable economic growth.
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Уткіна, Марина Сергіївна, Марина Сергеевна Уткина, and Maryna Serhiivna Utkina. "Intellectual property in the context of innovative activity development." Thesis, Chișinău, 2019. http://essuir.sumdu.edu.ua/handle/123456789/73874.

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Сучасний світ характеризується активним впровадженням інноваційних та нових технологій, розвитком інтелектуальної власності в цілому, особливо в контексті єдиного цифрового ринку. Інтелектуальна власність є центром європейської програми протягом десятиліть, і вона продовжує піддаватися інтенсивному законодавчому та судовому контролю.<br>Современный мир характеризуется активным внедрением инновационных и новых технологий, развитием интеллектуальной собственности в целом, особенно в контексте единого цифрового рынка. Интеллектуальная собственность была в центре европейской повестки дня на протяж
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Books on the topic "Estimation of innovative activity"

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Colomo-Palacios, Ricardo. Agile estimation techniques and innovative approaches to software process improvement. Information Science Reference, 2014.

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Geroski, P. A. Market structure, corporate performance and innovative activity. Clarendon Press, 1994.

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Badykova, Idelya, and Anna Romanova. Project management of innovative activity of enterprises. INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1415574.

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The monograph examines the statement that the combination of innovation activity and corporate social responsibility should create a synergistic effect of sustainable development of the enterprise. It is shown that increasing loyalty on the part of a large number of stakeholder groups (especially employees, consumers, suppliers, etc.) and reducing the level of risk perception on the part of financial stakeholders, consumers, etc. through the emergence of a "halo" or "halo" of responsible business are extremely important for high-risk innovation activities, increase the effectiveness of project
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Rhoden, Imke. Space and Time in German Innovative Activity. Springer Fachmedien Wiesbaden, 2019. http://dx.doi.org/10.1007/978-3-658-28600-2.

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Koepke, Frank J. Access management guidelines for activity centers. Transportation Research Board, national Research Council, 1992.

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Siebert, Nicole. Innovative art projects for children. Crystal Productions, 2010.

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Deardorff, Darla K., and Kate Berardo. Building cultural competence: Innovative activities and models. Stylus Publishing, LLC, 2012.

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Link, Albert N., and Laura T. R. Morrison. Innovative Activity in Minority-Owned and Women-Owned Business. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-21534-7.

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Collins, Alan. Innovative activity over the business cycle: An alternative interpretation. University of Portsmouth, Dept. of Economics, 1996.

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Sloth, Andersen Esben, ed. Economic interdependence and innovative activity: An input-output analysis. Edward Elgar, 1996.

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Book chapters on the topic "Estimation of innovative activity"

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Chomać-Pierzecka, Ewa, and Jacek Stasiak. "Domestic Tourism Preferences of Polish Tourist Services’ Market in Light of Contemporary Socio-economic Challenges." In Strategic Innovative Marketing and Tourism. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-51038-0_52.

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AbstractThe available literature insufficiently explores the themes of socio-economic conditions determining the state of Polish tourism sector. In addition to the COVID-19 pandemic, the war in Ukraine and its economic impact is an important factor creating the contemporary operating reality. Recognising the important role of tourism in the Polish economy and the diagnosed gap in the literature, it was considered reasonable and valuable to scientifically identify the presented issues, with particular emphasis on the national dimension of tourism activity. The aim of this paper is to analyse an
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Farinyuk, Yuri T., Anna G. Glebova, and Konstantin A. Kotelnikov. "The Estimation of Factor Activity of the Productive Forces of the Region." In Complex Systems: Innovation and Sustainability in the Digital Age. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-44703-8_18.

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Laisney, François, Michael Lechner, and Winfried Pohlmeier. "Semi-Nonparametric Estimation of Binary Choice Models Using Panel Data: An Application to the Innovative Activity of German Firms." In Output and Employment Fluctuations. Physica-Verlag HD, 1994. http://dx.doi.org/10.1007/978-3-642-57989-9_7.

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Ortiz-Delatorre, Julissa, Ryan P. Durk, Alexandra Esparza, et al. "Estimating Energy Expenditure During Active Virtual Reality Gaming." In Innovation in Physical Activity and Sport. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-92897-1_8.

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Scheaffer, Richard L., Ann Watkins, Mrudulla Gnanadesikan, and Jeffrey A. Witmer. "Sampling Error and Estimation." In Activity-Based Statistics. Springer New York, 1996. http://dx.doi.org/10.1007/978-1-4757-3843-8_23.

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Ali, A., and S. Lee. "Destination and Activity Estimation." In Public Transport Planning with Smart Card Data. CRC Press, 2016. http://dx.doi.org/10.1201/9781315370408-5.

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Tinguely, Xavier. "The Clustering of Innovative Activity." In The New Geography of Innovation. Palgrave Macmillan UK, 2013. http://dx.doi.org/10.1057/9781137367136_6.

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Benchrifa, Mohammed, Hajar Essalhi, Rachid Tadili, and Hassan Nfaoui. "Estimation of Daily Direct Solar Radiation for Rabat." In Innovative Renewable Energy. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-76221-6_69.

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Zheng, Shenghua, and Wenjing Yuan. "Alliance Capability, Innovative Activity and Evolution." In Innovative Management in Information and Production. Springer New York, 2013. http://dx.doi.org/10.1007/978-1-4614-4857-0_6.

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Feldman, Maryann P. "Why Location Matters for Innovative Activity." In The Geography of Innovation. Springer Netherlands, 1994. http://dx.doi.org/10.1007/978-94-017-3333-5_2.

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Conference papers on the topic "Estimation of innovative activity"

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Santhanalaxmi, K., Ryam Majed Khazal, Nada Qasim Mohammed, Diana Erudiyanathan, Hameed Hassan Khalaf, and D. Rajkumar Pillay. "Computer Vision for Economic Activity Monitoring." In 2024 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES). IEEE, 2024. https://doi.org/10.1109/icses63760.2024.10910691.

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Luminiţa, Rostaş Florina, and Oltean Gabriel. "Abnormal Activity Detection using CNNs with TimeDistributed Layers." In 2024 8th International Symposium on Innovative Approaches in Smart Technologies (ISAS). IEEE, 2024. https://doi.org/10.1109/isas64331.2024.10845484.

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Haugdal, Hallvar, Kjetil Uhlen, Daniel Muller, and Hjortur Johannsson. "Estimation of Oscillatory Mode Activity from PMU Measurements." In 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe). IEEE, 2020. http://dx.doi.org/10.1109/isgt-europe47291.2020.9248789.

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Arifin, Mufti, and Ericko Chandra Utama. "Estimation of noise around the airport due to aircraft engine run-up for maintenance activity." In ADVANCES IN INTELLIGENT APPLICATIONS AND INNOVATIVE APPROACH. AIP Publishing, 2023. http://dx.doi.org/10.1063/5.0142603.

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Meli, Enrico, Pierluca D’Adamio, Alice Innocenti, Lorenzo Marini, Luca Pugi, and Andrea Rindi. "An Innovative Procedure for High Speed Weighing in Motion of Railway Vehicles." In ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2015. http://dx.doi.org/10.1115/detc2015-46315.

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In the present work the authors propose an innovative estimation algorithm for Weigh-in-motion (WIM) applications with the aim of estimating the axle or wheel loads of a generic train composition, starting from indirect track measurements. The WIM algorithm elaborates the set of experimental physical quantities chosen as track inputs, making use of estimation procedures based on least square minimization techniques. To perform an accurate estimation, the algorithm uses a flexible multibody model of the track and the vehicle. The novelty of the proposed solution is the general approach that all
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Dhulekar, P. A., S. T. Gandhe, Anjali Shewale, Sayali Sonawane, and Varsha Yelmame. "Motion estimation for human activity surveillance." In 2017 International Conference on Emerging Trends & Innovation in ICT (ICEI). IEEE, 2017. http://dx.doi.org/10.1109/etiict.2017.7977015.

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Kurchenkov, Vladimir, Hans-Christian Brauweiler, and Larisa Ponomareva. "Formation of the estimation system of the innovative activity in the regions of South Russia." In International Scientific Conference "Competitive, Sustainable and Secure Development of the Regional Economy: Response to Global Challenges" (CSSDRE 2018). Atlantis Press, 2018. http://dx.doi.org/10.2991/cssdre-18.2018.6.

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Malgesini, G., L. Sartini, M. Bolla Pittaluga, et al. "Probabilistic Estimation of Turbidity Current Risk for Offshore Developments Under Changing Climate Conditions." In Innovative Geotechnologies for Energy Transition. Society for Underwater Technology, 2023. http://dx.doi.org/10.3723/iwzh7101.

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Recent advances in direct monitoring of submarine canyons activity suggest that metocean events can prime or ultimately trigger turbidity currents at sub-annual to centennial frequencies, challenging the paradigm that such highly destructive flows typically result from infrequent submarine landslides. Here we present a methodology aimed to link information on nearshore circulation and sediment resuspension events such as floods, tides and storms to the downslope evolution of turbidity flows, applied to cyclone-triggered turbidity currents affecting a deep-sea gas development offshore northern
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Shakenova, Ainur. "Comparative analysis of the innovation system of Kazakhstan." In The European Union’s Contention in the Reshaping Global Economy. Szegedi Tudományegyetem Gazdaságtudományi Kar, 2020. http://dx.doi.org/10.14232/eucrge.2020.proc.10.

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In the modern world, economic growth is closely linked to the development of innovation. Today, to become an economically developed country, it is necessary to invest in innovation and improve factors that have a direct impact on innovation activity. However, the significant problem in innovation is the gap among the industrialized countries, countries with economies in transition, and developing countries. This study focuses on a country with a transition economy – Kazakhstan, and its ability to make an innovation breakthrough. In search of the indicators influencing innovation activity in Ka
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Nesteruk, Dmitriy, and Michail Momot. "Information technology of estimation and forecasting innovative activity: Development of a web-centric information system with the distributed data input." In 2012 7th International Forum on Strategic Technology (IFOST). IEEE, 2012. http://dx.doi.org/10.1109/ifost.2012.6357608.

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Reports on the topic "Estimation of innovative activity"

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Griffith, Rachel, and Helen Miller. Corporate taxes and the location of innovative activity. The IFS, 2012. http://dx.doi.org/10.1920/ps.ifs.2024.0946.

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Crumpton-Young, Lesia L. An Innovative Investigation of Productivity Estimation & Performance Assessment. Defense Technical Information Center, 2002. http://dx.doi.org/10.21236/ada400668.

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Jon Carmack and Kemal Pasamehmetoglu. Options Study Documenting the Fast Reactor Fuels Innovative Design Activity. Office of Scientific and Technical Information (OSTI), 2010. http://dx.doi.org/10.2172/1000536.

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Badiru, Adedeji, J. R. Wirthlin, Jeffrey D. Weir, M. Al-Romaihi, Stephen Clay, and Som Soni. Composite Airframe Cost Estimation Model Research: Report on Activity. Defense Technical Information Center, 2013. http://dx.doi.org/10.21236/ada584686.

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Bell, S., and T. Yoder. Estimation of small business activity by county for the National Infrastructure Information System (NIIS). Office of Scientific and Technical Information (OSTI), 1992. http://dx.doi.org/10.2172/10191939.

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Bell, S., and T. Yoder. Estimation of small business activity by county for the National Infrastructure Information System (NIIS). Office of Scientific and Technical Information (OSTI), 1992. http://dx.doi.org/10.2172/7085098.

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Simpson, Helen, Laura Abramovsky, and Rupert Harrison. Increasing innovative activity in the UK? Where now for government support for innovation and technology transfer? Institute for Fiscal Studies, 2004. http://dx.doi.org/10.1920/bn.ifs.2004.0053.

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Bilousova, Liudmyla I., Liudmyla E. Gryzun, Julia O. Rakusa, and Ekaterina O. Shmeltser. Informatics teacher's training for design of innovative learning aids. [б. в.], 2020. http://dx.doi.org/10.31812/123456789/3889.

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In accordance with its goal, the paper covers practical aspects and experience of Informatics teachers’ preparation for the design of innovative learning aids as one of the important components of the renewed model of teachers’ training. Theoretical background of the research includes holistic educational approach and functional basics of electronic didactic aids development. The specific example of such an experience (students’ project activity on the design of English multimedia tutorial for schoolchildren) is depicted in details. The prospects of further research are outlined.
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Бакум, З. П., and В. В. Ткачук. Mining Engineers Training in Context of Innovative System of Ukraine. Криворізький державний педагогічний університет, 2014. http://dx.doi.org/10.31812/0564/425.

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The paper clarifies the process of a mining engineer training in terms of the innovation system of Ukraine. The authors analyze a number of normative documents concerning innovative activity in Ukraine in general and mining business in particular. In the process of implementation of innovations into mining industrial complex urgent problems are defined. The methodology of information and communication technologies (electronic, distance and mobile studies) usage in engineers training within the conditions of university education is offered. It is marked that the worked out methodology finds its
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Hearn, Greg, Marion McCutcheon, Mark Ryan, and Stuart Cunningham. Australian Cultural and Creative Activity: A Population and Hotspot Analysis: Geraldton. Queensland University of Technology, 2020. http://dx.doi.org/10.5204/rep.eprints.203692.

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Grassroots arts connected to economy through start-up culture Geraldton is a regional centre in Western Australia, with 39,000 people and a stable, diverse economy that includes a working port, mining services, agriculture, and the rock-lobster fishing industry (see Appendix). Tourism, though small, is growing rapidly. The arts and culture ecosystem of Geraldton is notable for three characteristics: - a strong publicly-funded arts and cultural strategy, with clear rationales that integrate social, cultural, and economic objectives - a longstanding, extensive ecosystem of pro-am and volunteer a
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