Academic literature on the topic 'Integration by types'

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Journal articles on the topic "Integration by types"

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Sainyaara, Subiya. "A Survey on Integration of Applications - Tools, Types & It’s Challenges." December 2023 2, no. 2 (2023): 405–13. http://dx.doi.org/10.36548/rrrj.2023.2.011.

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Application integration services allow a variety of apps inside a company to share processes and business data. enabling the transformation and orchestration of the data necessary for business activities by integrating a number of assumptions and cloud apps. The program that integrates and improves the data transfer between two different software applications is called application integration. Businesses frequently use this software to build a bridge between an older on-premises application and a new cloud-based one, allowing the two systems to coexist. This article will describe application i
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Semenova, T. V., and K. A. Vilkova. "TYPES MOOC INTEGRATION INTO UNIVERSITIES’ EDUCATIONAL PROCESS." University Management: Practice and Analysis 21, no. 6 (2017): 114–26. http://dx.doi.org/10.15826/umpa.2017.06.080.

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Öberg, Christina. "Acquisition as a mode for servitisation: servitisation integration and consequences." Journal of Service Management 35, no. 6 (2023): 1–21. http://dx.doi.org/10.1108/josm-08-2022-0255.

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PurposeWhile existing literature extensively explores manufacturing firms expanding into services, little is known about the modes of servitisation, the means by which they carry it out. This paper concentrates on acquisitions as a mode of servitisation. Post-acquisition integration is when the potential of an acquisition is realised. The paper therefore aims to categorise types of integrations following the acquisition of servitised firms and discusses their consequences for servitisation.Design/methodology/approachThe empirical part of the paper is based on two case studies, each involving t
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Масляев, Н. С. "ONLINE ACTIVITY: FORMS, LEVELS, TYPES." Actual problems of pedagogy and psychology, no. 1(2) (December 14, 2021): 46–50. http://dx.doi.org/10.55000/h9137-0572-4173-c.

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В данной статье приводятся определения основных уровней, форм и видов онлайн-активности, выведенные с использованием теорий интеграции онлайн- и офлайн-миров, а также теории социальной интеграции и концепции “rich get richer”. This article provides definitions of the main levels, forms and types of online activity, derived using the theories of integration of online and offline worlds, as well as the theory of social integration and the concept of “rich get richer”.
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Andreu, Rafael, and Sandra Sieber. "Knowledge integration across organizations: how different types of knowledge suggest different ‘integration trajectories’." Knowledge and Process Management 12, no. 3 (2005): 153–60. http://dx.doi.org/10.1002/kpm.232.

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Goethals, Frank, Jacques Vandenbulcke, Wilfried Lemahieu, Monique Snoech, and Bjorn Cumps. "Two Basic Types of Business-to-Business Integration." International Journal of E-Business Research 1, no. 1 (2005): 1–15. http://dx.doi.org/10.4018/jebr.2005010101.

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Rączaszek-Leonardi, Joanna. "Types of Integration in a Theory of Language." Psychology of Language and Communication 16, no. 2 (2012): 79–88. http://dx.doi.org/10.2478/v10057-012-0007-7.

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AbstractIn the face of the complexity of language as an object of study, it becomes crucial for researchers who investigate its various facets to communicate and to understand each-others’ terminology, methods and results. The feasibility and utility of striving for the elegance of formal models of isolated aspects of the linguistic system (for example, set of generative rules in an individual’s head) are called into question: a theory of language needs to account for how it functions in multiple systems and on multiple time-scales. This short introduction to the special issue on Language as S
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Gill, Carol J. "Four types of integration in disability identity development." Journal of Vocational Rehabilitation 9, no. 1 (1997): 39–46. http://dx.doi.org/10.3233/jvr-1997-9106.

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Das, Sanchoy K. "A scheme for classifying integration types in CIM." International Journal of Computer Integrated Manufacturing 5, no. 1 (1992): 10–17. http://dx.doi.org/10.1080/095119x9208547561.

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Гарнов, Андрей, Andrey Garnov, В. Топчий, et al. "The Concept of Intergovernmental Integration: Types and Characteristics." Scientific Research and Development. Economics of the Firm 6, no. 4 (2018): 35–39. http://dx.doi.org/10.12737/article_5a5730f479aef4.51254258.

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Nowadays intergovernmental integration plays a great role because it gives an opportunity to shore upeconomic, cultural, political, social relations. There are some types of intergovernmental integration, and each of them has its own characteristics of functioning. Cooperation of counties is a mechanism of external politics realization.
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Dissertations / Theses on the topic "Integration by types"

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Bourennani, Farid. "Integration of heterogeneous data types using self organizing maps." Thesis, UOIT, 2009. http://hdl.handle.net/10155/41.

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With the growth of computer networks and the advancement of hardware technologies, unprecedented access to data volumes become accessible in a distributed fashion forming heterogeneous data sources. Understanding and combining these data into data warehouses, or merging remote public data into existing databases can significantly enrich the information provided by these data. This problem is called data integration: combining data residing at different sources, and providing the user with a unified view of these data. There are two issues with making use of remote data sources: (1) discovery o
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KIERNAN, GERALD. "Integration des types abstraits de donnees dans un sgbd relationnel deductif." Paris 6, 1989. http://www.theses.fr/1989PA066273.

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Dans les versions courantes de sgbd relationnels commerciales, les domaines de base sont limites aux entiers, aux reels et aux textes avec quelques ajouts pour representer les domaines date et devise. Cette these a pour ambition d'etendre les domaines relationnels aux types de donnees abstraits (adt). Le modele relationnel de codd ne precise aucune restriction sur les types de valeurs qui peuvent etre representees par les domaines relationnels. Donc, l'approche demeure entierement relationnelle. L'utilisateur peut definir les domaines qui caracterisent son application et les enregistrer avec l
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Karlsson, Daniel. "Specification of unique neuronal sub-types by integration of positional and temporal cues." Doctoral thesis, Linköpings universitet, Utvecklingsbiologi, 2010. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-63628.

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The nervous system contains vast numbers of neuronal sub-types, generated at specific time points, in the proper location, and in proper numbers. One of the fundamental issues in neurobiology is to understand the molecular genetic mechanisms that underlie the generation of this daunting neuronal diversity. To help shed light upon these fundamental questions, my PhD project has addressed the generation and specification of a certain group of neurons, the Ap cluster. This group of four neurons is found only in thoracic segments within the Drosophila melanogaster central nervous system, and consi
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Donaldson, Yvonne K. "Studies on common genital HPV types, HPV variants and HPV integration in the development of cervical carcinoma." Thesis, University of Edinburgh, 1993. http://hdl.handle.net/1842/19692.

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There has been considerable epidemiological and experimental evidence to support a role for human papillomavirus (HPV) in the development of cervical cancer, however, the precise contribution of HPV remains controversial. Variation in prevalence of HPV types in cervical lesions have been found and there have been reports of a high prevalence of HPV in normal tissue. These variable findings have been attributed to several factors including the different detection and cervical sampling techniques used. In this study a PCR based assay for the detection of the common genital HPV types 6b, 11, 16,
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Paine, Dorothy E. "An exploration of three residence hall types and the academic and social integration of first year students." [Tampa, Fla.] : University of South Florida, 2007. http://purl.fcla.edu/usf/dc/et/SFE0002337.

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König-Rinke, Marie Rita. "Bildung funktioneller Typgruppen des Phytoplanktons: Integration von Modell-, Freiland - und Laborarbeiten." Doctoral thesis, Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden, 2008. http://nbn-resolving.de/urn:nbn:de:bsz:14-ds-1211298138751-31206.

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Phytoplankter sind die bedeutendsten Primärproduzenten in aquatischen Ökosystemen und leisten ca. 45 % der globalen Primärproduktion. Sie weisen eine hohe taxonomische Diversität mit vielfältigen morphologischen und physiologischen Eigenschaften auf. Funktionelle Eigenschaften, die das licht-, temperatur- und nährstoffabhängige Wachstum sowie Verlustgrößen (Fraß, Sedimentation) beschreiben, sind eine Möglichkeit Phytoplankter zu klassifizieren. Diese Einteilung gewinnt für das Verständnis und die Modellierung der Phytoplanktonsukzession (z.B. in Wassergütemodellen) immer mehr an Bedeutung, da
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König-Rinke, Marie Rita. "Bildung funktioneller Typgruppen des Phytoplanktons: Integration von Modell-, Freiland - und Laborarbeiten." Doctoral thesis, Technische Universität Dresden, 2007. https://tud.qucosa.de/id/qucosa%3A23827.

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Phytoplankter sind die bedeutendsten Primärproduzenten in aquatischen Ökosystemen und leisten ca. 45 % der globalen Primärproduktion. Sie weisen eine hohe taxonomische Diversität mit vielfältigen morphologischen und physiologischen Eigenschaften auf. Funktionelle Eigenschaften, die das licht-, temperatur- und nährstoffabhängige Wachstum sowie Verlustgrößen (Fraß, Sedimentation) beschreiben, sind eine Möglichkeit Phytoplankter zu klassifizieren. Diese Einteilung gewinnt für das Verständnis und die Modellierung der Phytoplanktonsukzession (z.B. in Wassergütemodellen) immer mehr an Bedeutung, da
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GIORDANI, ILARIA. "Relational clustering for knowledge discovery in life sciences." Doctoral thesis, Università degli Studi di Milano-Bicocca, 2010. http://hdl.handle.net/10281/7830.

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Clustering is one of the most common machines learning technique, which has been widely applied in genomics, proteomics and more generally in Life Sciences. In particular, clustering is an unsupervised technique that, based on geometric concepts like distance or similarity, partitions objects into groups, such that objects with similar characteristics are clustered together and dissimilar objects are in different clusters. In many domains where clustering is applied, some background knowledge is available in different forms: labelled data (specifying the category to which an instance belon
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Burgess, Robin. "The development of a single strategy for the integration of quantitative and qualitative data types for the production of decision support systems." Thesis, University of Nottingham, 2008. http://eprints.nottingham.ac.uk/14185/.

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The research described in this thesis expresses the importance of quantitative and qualitative data types and how these can be incorporated and combined to produce an agricultural management decision support system (DSS). Researchers cannot solely depend on numerical data and relationships when designing, modelling and producing decision management tools. The relevance of the social sciences and peoples interpretations of these tools is equally important. The DSS described here focuses on the management of rainwater harvesting (RWH) in Tanzania. Numerical data related to natural resources (wat
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Adamovic, Mladen. "Fairness in Work Teams : The Integration of Organizational Justice with Workplace Conflict, Workplace Dissimilarity, and National Cultural Values." Thesis, Toulouse 1, 2014. http://www.theses.fr/2014TOU10041.

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Les recherches sur la justice organisationnelle ont prouvé que l’équité était un concept majeur pour appréhender l’expérience de travail des salariés. Pourtant, les chercheurs en ce domaine ont focalisé leur attention sur la relation verticale entre salariés et managers ou entre les salariés et les organisations auxquelles ils appartiennent, au détriment des rapports entre individus de même niveau hiérarchique. Cette thèse a pour but de présenter le concept de justice dans les équipes de travail en analysant la perception des salariés quant au traitement qui leur ait réservé, à titre individue
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Books on the topic "Integration by types"

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Saulles, Tom De. Utilisation of thermal mass in non-residential buildings: Guidance on system design, floor types, surface finish and integration of services. The Concrete Centre, 2006.

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Agamagomedova, Saniyat, Ol'ga Bakaeva, and Ol'ga Grechkina. Control and supervisory activities of customs authorities in the context of digitalization and integration of the economy. INFRA-M Academic Publishing LLC., 2023. http://dx.doi.org/10.12737/1907066.

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The monograph is devoted to the implementation of the control and supervisory functions of the customs authorities of the Russian Federation in the context of digital and integration agendas. The theoretical foundations of the construction of control and supervisory activities of customs authorities are investigated, the author's methodology of its doctrinal positioning is proposed, the correlation of various types of state control and supervision in the activities of customs authorities is substantiated. It is of interest to consider the control and supervisory activities of customs authoriti
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Lloyd, Brown-John C., ed. Federal-type solutions and European integration. University Press of America, 1995.

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Dragomir, Sever S., and Themistocles M. Rassias, eds. Ostrowski Type Inequalities and Applications in Numerical Integration. Springer Netherlands, 2002. http://dx.doi.org/10.1007/978-94-017-2519-4.

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name, No. Ostrowski type inequalities and applications in numerical integration. Kluwer Academic, 2002.

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Silvestru, Dragomir Sever, and Rassias Themistocles M. 1951-, eds. Ostrowski type inequalities and applications in numerical integration. Kluwer Academic, 2002.

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Abramova, Aleksandra, Lyudmila Andrichenko, Nikolay Bondar', et al. Law-making in the context of international regionalization. INFRA-M Academic Publishing LLC., 2025. https://doi.org/10.12737/2192872.

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One of the main trends in the world order and the development of law is international regionalization, which has a direct impact not only on international relations, but also on national and subnational levels of public life. The monograph presents research on the role of integration processes in the development of lawmaking. His subject was various types and forms of international integration, its impact on the formation and development of national and supranational legal systems. Based on the comparative legal analysis, the importance of lawmaking for the functioning of integration entities
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P, Barranger John, and Lewis Research Center, eds. Ramp-integration technique for capacitance-type blade-tip clearance measurement. National Aeronautics and Space Administration, Lewis Research Center, 1986.

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1942-, Maddux Cleborne D., and Johnson D. LaMont 1939-, eds. Classroom integration of Type II uses of technology in education. Haworth Press, 2005.

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R, Carter Joseph. Purchasing: Continued improvement through integration. Business One Irwin, 1993.

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Book chapters on the topic "Integration by types"

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Bussler, Christoph. "Types of Integration." In B2B Integration. Springer Berlin Heidelberg, 2003. http://dx.doi.org/10.1007/978-3-662-05169-6_3.

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Vlahavas, Ioannis, and Nick Bassiliades. "Integration of Multiple Rule Types." In Parallel, Object-Oriented, and Active Knowledge Base Systems. Springer US, 1998. http://dx.doi.org/10.1007/978-1-4757-6134-4_3.

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Gordon, Ron. "Evaluation of Definite Integrals II: Applications to Various Types of Integrals." In Complex Integration. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-24228-1_3.

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Stuckey, Peter J., and Guido Tack. "Enumerated Types and Type Extensions for MiniZinc." In Integration of Constraint Programming, Artificial Intelligence, and Operations Research. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-08011-1_25.

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Pfeffer, Dan. "Beyond Ideal Types: The Case of Anglophone Quebec." In Group Integration and Multiculturalism. Palgrave Macmillan UK, 2015. http://dx.doi.org/10.1057/9781137498434_6.

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Salari, Keyan, and Jonathan R. Pollack. "Integration of Diverse Microarray Data Types." In Microarray Analysis of the Physical Genome. Humana Press, 2009. http://dx.doi.org/10.1007/978-1-60327-192-9_15.

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Schobeiri, Meinhard T. "Introduction, Gas Turbines, Applications, Types." In Gas Turbine Design, Components and System Design Integration. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-58378-5_1.

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Schobeiri, Meinhard T. "Introduction, Gas Turbines, Applications, Types." In Gas Turbine Design, Components and System Design Integration. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-23973-2_1.

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Nattie, Gene, and Aihua Li. "Multiple Central Chemoreceptor Sites: Cell Types and function in vivo." In Integration in Respiratory Control. Springer New York, 2008. http://dx.doi.org/10.1007/978-0-387-73693-8_60.

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Gray, John W. "The integration of logical and algebraic types." In Categorical Methods in Computer Science With Aspects from Topology. Springer Berlin Heidelberg, 1989. http://dx.doi.org/10.1007/3-540-51722-7_2.

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Conference papers on the topic "Integration by types"

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Rankin, Larry G. "Pipeline Integrity Information Integration." In CORROSION 2004. NACE International, 2004. https://doi.org/10.5006/c2004-04175.

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Abstract Developing and implementing pipeline integrity management programs is now a regulatory requirement for hazardous liquids and natural gas transmission pipeline operators in the United States. One of the key elements required of an integrity management program is the integration of information pertinent to pipeline integrity. Meaningful information integration is necessary to facilitate meaningful information analysis that will allow pipeline operators to identify and resolve integrity issues. This paper addresses the elements of the integrity program where information integration is pe
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Dubey, Vikas, Dirk Wünsch, Knut Gottfried, et al. "Impact of Dielectric Types on Surface Topography for Wafer-Level Hybrid Bonding." In 2024 IEEE 10th Electronics System-Integration Technology Conference (ESTC). IEEE, 2024. http://dx.doi.org/10.1109/estc60143.2024.10712062.

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Prathyusha, Gajawada, M. B. Mukesh Krishnan, and S. Prem Kumar Deepak. "Integration of IoT-enabled UAVs in Smart Agriculture: Types, Applications, Trends, challenges." In 2024 7th International Conference on Circuit Power and Computing Technologies (ICCPCT). IEEE, 2024. http://dx.doi.org/10.1109/iccpct61902.2024.10673039.

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Gupta, Babita, Suresh Kumar Sudabattula, Sachin Mishra, and Nagaraju Dharavat. "Techno Assessment of Distribution System with Integration of Different Types of Distributed Generators." In 2024 International Conference on Sustainable Power & Energy (ICSPE). IEEE, 2024. https://doi.org/10.1109/icspe62629.2024.10924378.

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Greer, Joshua. "Data Integration Techniques to Support Meaningful Visualization of Corrosion Data." In CORROSION 2018. NACE International, 2018. https://doi.org/10.5006/c2018-11007.

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Abstract The advent of more advanced methods for monitoring corrosion means that, for most pipeline professionals, decisions are not constrained by a lack of data. If anything, the sheer volume of information available can prove to be a bottleneck, as the amount of time required for analysis grows with the amount of data available. This paper focuses on how pipeline corrosion control departments, integrity management personnel and administrators can obtain a more nuanced view of their corrosion data by using visualization techniques to quickly analyze large datasets. Specifically, the paper ex
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Zhu, Yihua, Yechun Xin, Guangnan Zhang, et al. "Assessment Method for Minimum Inertia Considering the Differences in Support Characteristics of Various Types of Renewable Energy Sources." In 2024 IEEE 8th Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2024. https://doi.org/10.1109/ei264398.2024.10990796.

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Coelho, Jorge, Mario Florido, and Temur Kutsia. "Collaborative schema construction using regular sequence types." In Integration (IRI). IEEE, 2009. http://dx.doi.org/10.1109/iri.2009.5211567.

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Symons, S. J. "MFR - IRST integration in the naval domain." In IEE Colloquium the Use of Radars with other Sensing Types. IEE, 2000. http://dx.doi.org/10.1049/ic:20000476.

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Lindley, Sam, and James Cheney. "Row-based effect types for database integration." In the 8th ACM SIGPLAN workshop. ACM Press, 2012. http://dx.doi.org/10.1145/2103786.2103798.

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Shimizu, Hitoshi, Yasunori Okabe, Hirohiko Suwa, and Keiichi Yasumoto. "Integration of Two Types of School Districts." In Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences, 2025. https://doi.org/10.24251/hicss.2025.641.

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Reports on the topic "Integration by types"

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Robinson, Eric. Comparing Three Types of Numerical Techniques for the Integration of Perturbed Satellite Motion. Office of Scientific and Technical Information (OSTI), 2010. http://dx.doi.org/10.2172/1117981.

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Yoel, David, Tina Sicilia, Matthew Bogaart, and Jeremy Fernandes. PR-417-203902-R01 Remote Sensing and Leak Detection Platform That Can Deploy Multiple Sensor Types. Pipeline Research Council International, Inc. (PRCI), 2024. http://dx.doi.org/10.55274/r0000052.

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The PRCI Project #417-203902 - ROW 3-1-A Final Report is attached for Member review and comment. The report includes a summary of all work completed in all Tasks which include: - Catalog, taxonomy, and sample data set for the threats detected. - Benchmarks of the sensitivity, accuracy, reliability, and robustness of an automated multi sensor, multi-threat detection and near real-time reporting comparing performance on conventional aircraft and UAS. - Technical synopsis for operators on integrating automated near real-time aerial threat reports into pipeline performance and safety improvement p
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Gasparini, Leonardo. Argentina's Distributional Failure: The Role of Integration and Public Policy. Inter-American Development Bank, 2003. http://dx.doi.org/10.18235/0011277.

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This paper documents the income distribution changes experienced by Argentina during the last decades. Inequality substantially increased, and despite economic growth during some periods, poverty also went significantly up. Two types of episodes have shaped Argentina's income distribution: deep macroeconomic crisis and periods of openness and integration. The sizable raise in inequality in the 90s seems to be associated to reallocations against unskilled-labor intensive sectors, and especially to skilled-biased technological change within most sectors, both factors stimulated by the process of
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Fabregues, Sergi. Introduction to Mixed Methods Research. Instats Inc., 2023. http://dx.doi.org/10.61700/mgrotvwij3o3a532.

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This two-day seminar focuses on mixed methods research and is designed to introduce participants to its principles and practical considerations. It covers the logic, designs, and procedures of integrating qualitative and quantitative methods, aiming to enhance the understanding of multifaceted research phenomena. The seminar is practical in nature, discussing the rationale, research questions, design types, integration strategies, and quality reporting principles of mixed methods research. Geared towards graduate students and early-stage researchers, it offers an opportunity for hands-on desig
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USDA Forest Service, Rocky Mountain Research Station. Fuels planning: science synthesis and integration; social issues fact sheet 02: Developing personal responsibility for fuels reduction: Types of information to encourage proactive behavior. U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station, 2004. http://dx.doi.org/10.2737/rmrs-rn-21-v2.

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Tzonev, Nick. PR-396-183905-R01 Autonomous System For Monitoring Pipeline River Crossings. Pipeline Research Council International, Inc. (PRCI), 2021. http://dx.doi.org/10.55274/r0012110.

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The goal of the GHZ-2-01 Project is to develop and lab-test a system for monitoring underground pipeline facilities at remote river crossings where access to power and wireline communications is not readily available. A next generation real-time river crossing monitoring solution requires an integration of various sensor types, data computation capabilities, and low power wireless connectivity which would: - utilize proven sensors technologies such as accelerometers, inclinometer strings and float-out buoys to detect dangerous conditions, - be able to recognize and minimize false alarms by exa
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Vlasenko, Kateryna V., Sergei V. Volkov, Daria A. Kovalenko, Iryna V. Sitak, Olena O. Chumak, and Alexander A. Kostikov. Web-based online course training higher school mathematics teachers. [б. в.], 2020. http://dx.doi.org/10.31812/123456789/3894.

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The article looks into the problem of theoretical aspects of using Web 2.0 technology in higher education. This paper describes answers of 87 respondents who have helped to identify the most required types of educational content for the integration to pages of the online course training higher school mathematics teachers. The authors carry out a theoretical analysis of researches and resources that consider the development of theoretical aspects of using web tools in higher education. The research presents the characteristics common to online courses, principles of providing a functioning and
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Eder, G. C., H. R. Wilson, F. Frontini, et al. Fact Sheet: Multi-Dimensional-Evaluation of BIPV Installations. International Energy Agency Photovoltaic Power Systems Programme, 2024. http://dx.doi.org/10.69766/wadz1776.

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This Multi-Dimensional Evaluation Tool for BIPV Installations, developed by IEA PVPS Task 15, is designed to assist architects, system developers, and other stakeholders in planning and optimizing BIPV projects. It allows for a comprehensive assessment of BIPV systems across four performance categories: energy-related, economic, environmental, and optical/visual. The methodology includes a numerical rating system and a classification scheme for different BIPV installation types. The Fact Sheet presents four case studies and highlights challenges such as data availability, standardization issue
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Saez, Raul, Antoni Estevadeordal, and Junichi Goto. The New Regionalism in the Americas: The Case of MERCOSUR. Inter-American Development Bank, 2000. http://dx.doi.org/10.18235/0011101.

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This paper takes seriously the recent claim made by Ethier [1998] that the "New Regionalism" reflects the success of the multilateral trading system, not its failure. In fact, the New Regionalism represents a qualitative departure of the old regionalism in several respects, in particular, its development has taken place in a very different international economic environment. Moreover, the traditional Vinerian paradigm is no longer the primary analytical framework for its evaluation. We use this novel approach to analyze the case of one of the most important experiences in regional integration,
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Lawson, Adrienn, Marco Gerosa, Stephen Hendrick, Matthew White, and Lucy Hyde. 2023 Open Source Generative AI Survey Report: Enterprise Perspectives and Survey-based Insights at the Intersection of Open Source Innovation and Generative AI Advancements. The Linux Foundation, 2023. https://doi.org/10.70828/wsag7760.

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With the explosion in generative AI, the Linux Foundation wanted to understand how the technology is being adopted at an organization level and the benefits and challenges of an open source solution in comparison to closed source. In partnership with LF AI & Data and Generative AI Commons, Linux Foundation Research fielded a survey to sample individuals on their familiarity with their organization’s adoption of generative AI. Analyzing the findings from the survey, we found that generative AI is becoming a key component of current and future business for our respondents, with many preferri
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