Academic literature on the topic 'Pi-closed and delta-closed sets'

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Journal articles on the topic "Pi-closed and delta-closed sets"

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Hemlata, Sahay Hemlata Sahay. "MORE ABOUT πg eta-CLOSED SETS". International Journal of Current Science 12, № 2 (2022): 981–87. https://doi.org/10.5281/zenodo.14885341.

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In this paper, we study  πg eta-closed sets in topological spaces and investigate the relationship with other existing generalized closed sets. Moreover, we also study the concepts of  πg eta-continuous and almost  πg eta-continuous functions in topological spaces. We obtain some properties of πg eta-closed sets and almost  πg eta-continuous functions. A subset A of a space (X, ) is said to be gη-closed if η-cl(A)  U whenever A  U and U is -open in X. A function f : X → Y is called  πg eta- continuous if f &m
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Khedr, F. H., and O. R. Sayed. "DELTA GENERALIZED CLOSED AND GENERALIZED DELTA CLOSED SETS IN BITOPOLOGICAL SPACES." Universal Journal of Mathematics and Mathematical Sciences 14, no. 1 (2021): 13–28. http://dx.doi.org/10.17654/um014010013.

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Hamant, Kumar Hamant. "pi g eta-CLOSED SETS AND SOME RELATED TOPICS." Journal of Emerging Technologies and Innovative Research (JETIR) 8, no. 6 (2021): 367–74. https://doi.org/10.5281/zenodo.14885756.

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In this paper, we introduce a new class of sets called pi g eta-closed sets in topological spaces and investigate the relationship with other existing generalized closed sets. Moreover, we also introduce and studied the concepts of pi g eta-continuous and pi g eta-irresolute functions via pi g eta-closed sets which are defined by me. We obtain some properties about pi g eta-closed sets, pi g eta-continuous and pi g eta-irresolute functions, and pi g eta-compactness.
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Reepa, Biswas, Asokan R. та Premkumar R. "Nano (1,2)*-w πg Closed Sets and its Generalizations". International Journal of Mathematics and Computer Research 12, № 12 (2024): 4652–59. https://doi.org/10.5281/zenodo.14288791.

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In this paper, we introduce the notions of nano (1,2)*-<em>&pi;-</em>closed sets and nano (1,2)*-<em>&pi;</em>g-closed sets, nano (1,2)*-w<em>&pi;</em>g -closed sets and nano (1,2)*-r<em>w</em>g-closed sets use it to obtain a characterization and preservation theorems of quasi-normal spaces.
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Keskin, Kaymakci A. "TWO SPECIAL GRAPHS FOR δ-B-OPEN SETS". Sciences of Europe, № 156 (6 січня 2025): 29–31. https://doi.org/10.5281/zenodo.14603419.

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Boonpok, Chawalit, and Napassanan Srisarakham. "Properties of Generalized $\delta p(\Lambda,s)$-closed Sets." European Journal of Pure and Applied Mathematics 16, no. 4 (2023): 2581–96. http://dx.doi.org/10.29020/nybg.ejpam.v16i4.4736.

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This paper deals with the concept of generalized $\delta p(\Lambda,s)$-closed sets. Especially, some properties of generalized $\delta p(\Lambda,s)$-closed sets are discussed. Moreover, we apply the notion of generalized $\delta p(\Lambda,s)$-closed sets to present and study new classes of spaces called $\delta p(\Lambda,s)$-$T_\frac{1}{2}$-spaces and $\delta p(\Lambda,s)$-normal spaces. Several properties and characterizations concerning $\delta p(\Lambda,s)$-$T_\frac{1}{2}$-spaces and $\delta p(\Lambda,s)$-normal spaces are established.
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Ankit, Gupta. "On \(\pi gs-\lambda\) Closed Sets in Generalized Topological Spaces." Journal of Advanced Studies in Topology 13, no. 1-2 (2023): 7–13. https://doi.org/10.5281/zenodo.7905124.

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In this paper, a new class of generalized closed sets called \(\pi gs-\lambda\) closed sets are introduced and some of its properties are studied. Along with this, the notion of \(\pi gs-\lambda\)-continuity and \(\pi gs-\lambda\)-\(T(1/2)\) spaces are introduced.
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Hamant, Kumar Hamant. "Quasi ξ- Normal Spaces and Gξ-Closed Sets". Online International Interdisciplinary Research Journal, {Bi-Monthly} 8, № 4 (2018): 134–42. https://doi.org/10.5281/zenodo.14898239.

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In this paper, we introduce the concept of g&xi;-closed sets as a weak form of &nbsp; &nbsp;gclosed sets. By utilizing g&xi;-closed sets, we define g&xi;-closed, almost g&xi;-closed, &nbsp; &nbsp; &nbsp;g&xi;-continuous and almost g&xi;-continuous functions. We also introduce the notion of quasi &xi;-normal spaces and obtain a characterization and some preservation theorems for quasi &nbsp; &nbsp; &nbsp; &xi;-normal spaces. Further &nbsp;we &nbsp;show &nbsp;that &nbsp;this &nbsp;property &nbsp;is &nbsp;a &nbsp;topological &nbsp;property &nbsp;and &nbsp;it &nbsp;is &nbsp;a hereditary &nbsp;prop
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Hamant, Kumar Hamant. "piggjai*-CLOSED SETS AND QUASI gjai*-NORMAL SPACES." Journal of Emerging Technologies and Innovative Research (JETIR) 6, no. 5 (2019): 358–68. https://doi.org/10.5281/zenodo.14901317.

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&nbsp;In this paper, we introduce a new class of sets called piggjai*-closed sets in topological spaces. Also we study and investigate the relationship with other existing closed sets. Moreover, we introduce some functions such as gjai*-closed, paiggjai*-closed, almost gjai*-closed, almost piggjai*-closed, piggjai*-continuous and almost piggjai*-continuous. We also study a new class of normal space called, quasi gjai*-normal space. The relationships among normal, pi-normal, quasi normal, softly normal, mildly normal, alpha-normal, pi alpha-normal, quasi alpha-normal, softly alpha-normal, mildl
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Hamant, Kumar Hamant. "On Q*g-closed sets." EPRA International Journal of Research and Development (IJRD) 9, no. 7 (2025): 189–90. https://doi.org/10.5281/zenodo.14872515.

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The author introduce the notion of Q*g-closed sets in the paper entitled Q*g-closed sets in topological space by P. Padma and S. Uday Kumar. However, there is a false theorem, namely Theorem 3.4. The correct statement of Theorem 3.4 is mentioned in this paper with correct proof and gave a counter-example in support of this theorem.
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Dissertations / Theses on the topic "Pi-closed and delta-closed sets"

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Hummdi, Ali. "SETS CLOSED UNDER THE DIVISION ALGORITHM FINITE DA-SETS." Kent State University / OhioLINK, 2016. http://rave.ohiolink.edu/etdc/view?acc_num=kent1478267679533519.

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Salas, Brown Margot, Ennis Rosas, and Carlos Carpintero. "Generalized closed sets via ideals and operator." Pontificia Universidad Católica del Perú, 2014. http://repositorio.pucp.edu.pe/index/handle/123456789/95456.

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Caldas, Miguel, та Govindappa Navalagi. "On generalizing δ-open functions". Pontificia Universidad Católica del Perú, 2014. http://repositorio.pucp.edu.pe/index/handle/123456789/96271.

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In this paper we introduce two classes of functions called weakly δ -open and weakly δ -closed functions. We obtain their characterizations, their basic properties and their relationships with other types of functions between topological spaces.
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Bishop, Gregory J. "Ultrafilters generated by a closed set of functions and K- covering sets /." The Ohio State University, 1992. http://rave.ohiolink.edu/etdc/view?acc_num=osu1487779914823645.

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Bongiorno, E. G. "A Birth-and-Growth Process for Random Closed Sets Based on Minkowski Sum." Doctoral thesis, Università degli Studi di Milano, 2007. http://hdl.handle.net/2434/55276.

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In literature,birth-and-growth processes are the composition of a marked point process together with a real process that represents a local isotropic dilatation.They describe those evolution phenomena that are typically associated to crystals which border is supposed regular enough.The aim of thesis is to redefine the framework to avoid regularity hypothesis for the border.In order to do this,a geometrical point of view is used to present a particular family of set-valued continuous time stochastic processes:the growth process is described by a bounded closed set-valued process {G_t,t>0},at th
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Gersch, Oliver. "Convergence in distribution of random closed sets and applications in stability theory of stochastic optimisation." [S.l.] : [s.n.], 2007. http://deposit.ddb.de/cgi-bin/dokserv?idn=983617856.

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Monserrat, Antich Miquel. "Machines in closed categories in general and in categories of heyting Algebra valued sets in particular." Thesis, McGill University, 1990. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=59807.

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A survey of the minimal realization theory of Arbib and Manes for "state-behavior" machines in a category is given, and how the closed category machines of Goguen are included in the above machines is discussed in detail. A survey of the non-deterministic treatment due to Arbib and Manes is given. A study of C-machines in a closed category for a monoid C is given in both the deterministic and the non-deterministic cases. A notion of u-machine in a topos for a morphism of monoids u is introduced and studied. A discussion of the category of H-valued sets as a topos is given and finally some of t
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Caldas, Miguel, Saeid Jafari та R. M. Latif. "Β - open sets and a new class of functions". Pontificia Universidad Católica del Perú, 2014. http://repositorio.pucp.edu.pe/index/handle/123456789/96443.

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The concept of (b, s)-continuous functions in topological spaces is introduced and studied. Some of their characteristic properties are considered. Also we investigate the relationships between these classes of functions and other classes of functions.
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Baldotto, Giorgia <1988&gt. "CLOSED LOOP SYSTEM E SIMBIOSI INDUSTRIALE: REALTÀ DINAMICHE ED INNOVATIVE DELLA GREEN ECONOMY." Master's Degree Thesis, Università Ca' Foscari Venezia, 2013. http://hdl.handle.net/10579/2897.

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La terra ci sta inviando segnali di indebolimento, e per evitare l’esaurimento delle risorse naturali l’uomo dovrebbe cercare di creare un rapporto mutualistico con essa. È necessario, quindi, che l’uomo riconsideri il proprio consumo ed impari a riciclare il più possibile, solo così si potranno preservare le risorse naturali e si ridurrà la quantità di rifiuti. Un’impresa che intraprende il proprio viaggio verso la sostenibilità dovrebbe, pertanto, attivarsi nell'ecologia industriale. L’economia, per essere sostenibile, dovrebbe imitare la natura; gli ecosistemi, funzionando come un ciclo chi
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Caldas, Miguel, Erdal Ekici та Saeid Jafari. "On λ-closure spaces". Pontificia Universidad Católica del Perú, 2014. http://repositorio.pucp.edu.pe/index/handle/123456789/95936.

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In this paper, we show that a pointwise λ -symmetric λ -isotonic λ -closure function is uniquely determined by the pairs of sets it separates. We then show that when the λ -closure function of the domain is λ -isotonic and the λ -closure function of the codomain is λ -isotonic and pointwise- λ -symmetric, functions which separate only those pairs of sets which are already separated are λ -continuous.
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Books on the topic "Pi-closed and delta-closed sets"

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Beer, Gerald. Topologies on Closed and Closed Convex Sets. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-015-8149-3.

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Beer, Gerald Alan. Topologies on closed and closed convex sets. Kluwer Academic Publishers, 1993.

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Jung, A. Cartesian closed categories of domains. Centrum voor Wiskunde en Informatica, 1989.

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Molchanov, Ilya S. Limit Theorems for Unions of Random Closed Sets. Springer Berlin Heidelberg, 1993. http://dx.doi.org/10.1007/bfb0073527.

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Khan, M. Ali. On sufficient conditions for the sum of two weak * closed convex sets to be weak * closed. College of Commerce and Business Administration, University of Illinois at Urbana-Champaign, 1985.

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Neubauer, Andreas. Tikhonov-regularization of ill-posed linear operator equations on closed convex sets. VWGÖ, 1986.

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Wingren, Peter. Lipschitz spaces on closed sets, polynomial interpolation, linear projections and local approximation. Dept., Univ., 1987.

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Topologies On Closed And Closed Convex Sets. Springer, 2010.

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Topologies on Closed and Closed Convex Sets. Springer Nature, 1993.

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Molchanov, Ilya S. Limit Theorems for Unions of Random Closed Sets. Springer London, Limited, 2006.

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Book chapters on the topic "Pi-closed and delta-closed sets"

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Beer, Gerald. "Preliminaries." In Topologies on Closed and Closed Convex Sets. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-015-8149-3_1.

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Beer, Gerald. "Weak Topologies Determined by Distance Functionals." In Topologies on Closed and Closed Convex Sets. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-015-8149-3_2.

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Beer, Gerald. "The Attouch-Wets and Hausdorff Metric Topologies." In Topologies on Closed and Closed Convex Sets. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-015-8149-3_3.

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Beer, Gerald. "Gap and Excess Functionals and Weak Topologies." In Topologies on Closed and Closed Convex Sets. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-015-8149-3_4.

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Beer, Gerald. "The Fell Topology and Kuratowski-Painlevé Convergence." In Topologies on Closed and Closed Convex Sets. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-015-8149-3_5.

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Beer, Gerald. "Multifunctions: the Rudiments." In Topologies on Closed and Closed Convex Sets. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-015-8149-3_6.

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Beer, Gerald. "The Attouch-Wets Topology for Convex Functions." In Topologies on Closed and Closed Convex Sets. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-015-8149-3_7.

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Beer, Gerald. "The Slice Topology for Convex Functions." In Topologies on Closed and Closed Convex Sets. Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-015-8149-3_8.

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Brodhead, Paul, Douglas Cenzer, and Seyyed Dashti. "Random Closed Sets." In Logical Approaches to Computational Barriers. Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11780342_6.

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Kaymakci, Aynur Keskin. "Between $$\tau ^{*}$$-Closed and $$*IG$$-Closed Sets." In Springer Proceedings in Mathematics & Statistics. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-84151-4_23.

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Conference papers on the topic "Pi-closed and delta-closed sets"

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Treider, Thomas, Tesfaye A. Zerihun, and Lars B. Nordevall. "Testing Two Methods for Earth Fault Location in Closed-Ring Operated Distribution Networks: Lessons Learned from Field Tests." In 2024 International Conference on Smart Energy Systems and Technologies (SEST). IEEE, 2024. http://dx.doi.org/10.1109/sest61601.2024.10694143.

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López-González, Paula, Rosario Arjona, and Iluminada Baturone. "Exploring Vein Biometrics on Ordinary Smartphones Using CNNs and Transfer Learning with Open and Closed Sets." In 2024 International Conference of the Biometrics Special Interest Group (BIOSIG). IEEE, 2024. https://doi.org/10.1109/biosig61931.2024.10786727.

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Williams, Terry M. "Methylisothiazolone: A New Biocide Product for Closed Loop Systems." In CORROSION 2007. NACE International, 2007. https://doi.org/10.5006/c2007-07066.

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Abstract Closed loop cooling systems provide a unique set of environmental and microbiological conditions for biocides to control microbial growth and fouling. Key factors for biocide selection include in-use stability, solvent content, and materials compatibility. A new biocide product based on the methylisothiazolone active ingredient was recently developed for use in closed loop cooling systems. The new biocide is water-based, effective versus a range of bacteria, stable in high pH and high temperature conditions, and contains no salts, metals, or organic solvents. Results of comparative ef
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Vera, Jose, Sai P. Venkateswaran, Tim Bieri, Conchita Mendez, and Richard Woollam. "Experimental Evaluation of Water Transport through Closed Cell Polyurethane Insulation." In CORROSION 2019. NACE International, 2019. https://doi.org/10.5006/c2019-13477.

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Abstract A simple set-up and methodology was developed to semi-quantitatively measure water transport (liquid and vapor) through intact and damaged insulation when a thermal gradient across the insulation is maintained. The main objective was to contribute to a better understanding of water transport mechanism in different insulation materials which can be related to corrosion under insulation (CUI). Most tests were conducted using closed cell polyurethane (PU) insulation. For comparison purposes, tests were conducted with mineral wool insulation as well as with insulation externally covered w
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Musawi, Abu Firas Muhammad Jawad Al, and Shuker Mahmood Khalil. "The characteristics of neutrosophic pi-generated regular-closed sets in Neutrosophic topological spaces." In INTERNATIONAL CONFERENCE ON SCIENTIFIC RESEARCH & INNOVATION (ICSRI 2022). AIP Publishing, 2023. http://dx.doi.org/10.1063/5.0150477.

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Abdul Wahab, Nurul Adilla Farhana, та Zabidin Salleh. "Fuzzy θ-generalized semi-closed sets". У PROCEEDINGS OF THE 20TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES: Research in Mathematical Sciences: A Catalyst for Creativity and Innovation. AIP, 2013. http://dx.doi.org/10.1063/1.4801236.

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Machida, Hajime, and Jovanka Pantovic. "Three Classes of Closed Sets of Monomials." In 2017 IEEE 47th International Symposium on Multiple-Valued Logic (ISMVL). IEEE, 2017. http://dx.doi.org/10.1109/ismvl.2017.46.

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Sprague, Alan, Adam Rhodes, and Gary Warner. "Using closed frequent sets to cluster malwares." In 2013 XXIV International Conference on Information, Communication and Automation Technologies (ICAT). IEEE, 2013. http://dx.doi.org/10.1109/icat.2013.6684043.

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Abdullah, Sanaa I., Taha H. Jasim та Ali A. Shihab. "A βm-generalized fuzzy closed sets and βm – Weakly generalized fuzzy closed sets in double fuzzy topological spaces". У 2ND INTERNATIONAL CONFERENCE OF MATHEMATICS, APPLIED SCIENCES, INFORMATION AND COMMUNICATION TECHNOLOGY. AIP Publishing, 2023. http://dx.doi.org/10.1063/5.0161690.

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Abbas, Abduljabar K., Ghassan E. Arif та Alaa M. F. AL-Jumaili. "New forms of generalized Quasi and strongly closed mappings via δ-ß-closed sets". У 1ST SAMARRA INTERNATIONAL CONFERENCE FOR PURE AND APPLIED SCIENCES (SICPS2021): SICPS2021. AIP Publishing, 2022. http://dx.doi.org/10.1063/5.0121998.

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Reports on the topic "Pi-closed and delta-closed sets"

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Chang, Arturo, Thomas Ferguson, Jacob Rothschild, and Benjamin I. Page. Ambivalence About International Trade in Open- and Closed-ended Survey Responses. Institute for New Economic Thinking Working Paper Series, 2021. http://dx.doi.org/10.36687/inetwp162.

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Spontaneous, open-ended survey responses can sometimes better reveal what is actually on people’s minds than small sets of forced-choice, closed questions. Our analysis of closed questions and trade-related open-ended responses to 2016 ANES “likes” and “dislikes” prompts indicate that Americans held considerably more complex, more ambivalent, and – in many cases – more negative views of international trade than has been apparent in studies that focus only on closed-ended responses. This paper suggests that contrast between open- and closed-question data may help explain why the effectiveness o
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Galik, William, John Stanton, and Richard Wiebe. Lateral-Torsional-Roll Stability of Long Precast Girders. Precast/Prestressed Concrete institute, 2022. http://dx.doi.org/10.15554/pci.rr.comp-035.

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The overall goal of this project was to investigate the role of torsional deformations and major axis bending deformations in lateral instability of long girders, specifically their effect on the theoretical buckling load. A closed-form solution showed that the torsional deformations do indeed reduce the buckling load below the value predicted by the present lateral-roll buckling model by an amount that can be captured with a “knockdown factor.” A numerical tool (ROLLBUCK) was also developed and checked against the closed-form solution for configurations that the latter could address. It was t
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Roberts, Ronald. Implementing the Race Equality Action Plan. Wales Centre for Public Policy - Cardiff University, 2021. http://dx.doi.org/10.54454/20211115.

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The Welsh Government’s Race Equality Action Plan sets out to tackle structural racial inequalities in Wales in order to make ‘meaningful and measurable changes to the lives of Black, Asian and Minority Ethnic people by tackling racism’ and achieve ‘a Wales that is anti-racist by 2030’. The consultation closed in July and responses are currently being reviewed. Delivering on this ambitious vision will require concerted and carefully thought-through actions. The Welsh Government and public bodies are going to need to establish a very clear set of priorities and metrics to ensure accountability f
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Johnson, Mark, and John Wachen. Examining Equity in Remote Learning Plans: A Content Analysis of State Responses to COVID-19. The Learning Partnership, 2020. http://dx.doi.org/10.51420/report.2020.2.

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In this technical report, the authors present a content analysis of state guidance on remote learning from the 2019-20 school year. As schools across the country closed in response to COVID-19, state education agencies (SEAs) developed guidance for use by districts on how to ensure the continuation of education during the pandemic. The described analysis applied an equity framework that was developed based on concepts drawn from a literature review to examine the extent to which SEAs addressed issues of equity in their remote learning recommendations. The analysis revealed variation in the ext
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Burson, Jory. The 2023 State of Open Standards: Empirical Research on the Transition to Open Standards. The Linux Foundation, 2023. https://doi.org/10.70828/qlmk1690.

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Standards are a part of the fabric of our technical systems and have important influence over decision-making and innovation. To better understand how these standards come to be, the Linux Foundation set out to research the practices currently used to develop and adopt standards in the information and computing technology sector. This report synthesizes findings from a survey that asked LF and survey partner communities about their involvement in standards, the value of and growth in standards, and what challenges they have experienced in this practice. Overall, we found that our respondents p
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Azuara Herrera, Oliver. IDB-9 Survey: Overview of the Results. Inter-American Development Bank, 2013. http://dx.doi.org/10.18235/0010528.

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This document describes the results of the Ninth General Capital Increase Survey (IDB-9 Survey). This was an electronic survey sent by the Office of Evaluation and Oversight (OVE) to all operational staff of the Bank between September 20 and October 4, 2012. The goal of the survey was to measure the extent of implementation of the reforms mandated in the IDB-9 Agreement. All survey responses were anonymous, and the results were aggregated at the unit level. The IDB-9 survey included up to 31 closed questions organized in the following eight modules: sector strategies (4 to 6 questions); Bank p
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Shabelnyk, Tetiana V., Serhii V. Krivenko, Nataliia Yu Rotanova, Oksana F. Diachenko, Iryna B. Tymofieieva, and Arnold E. Kiv. Integration of chatbots into the system of professional training of Masters. [б. в.], 2021. http://dx.doi.org/10.31812/123456789/4439.

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The article presents and describes innovative technologies of training in the professional training of Masters. For high-quality training of students of technical specialties, it becomes necessary to rethink the purpose, results of studying and means of teaching professional disciplines in modern educational conditions. The experience of implementing the chatbot tool in teaching the discipline “Mathematical modeling of socio-economic systems” in the educational and professional program 124 System Analysis is described. The characteristics of the generalized structure of the chatbot information
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Shen, Shiyu, Yuhui Zhai, and Yanfeng Ouyang. Planning and Dynamic Management of Autonomous Modular Mobility Services. Illinois Center for Transportation, 2024. https://doi.org/10.36501/0197-9191/24-029.

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As we enter the next era of autonomous driving, robo-vehicles (which serve as low-cost and fully compliant drivers) are replacing conventional chauffeured services in the mobility market. During just the last few years, companies like Waymo Inc. and Cruise Inc. have already offered fully driverless robo-taxi services to the general public in cities like Phoenix and San Francisco. The rapid evolution of autonomous vehicles is anticipated to reshape the shared mobility market very soon. This project aims to address the following open questions. At the operational level, how should modular units
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Leis, Sherry, and Mary Short. Vegetation community monitoring at Pea Ridge National Military Park, Arkansas: 2007–2021. National Park Service, 2023. http://dx.doi.org/10.36967/2299454.

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Resource managers at Pea Ridge National Military Park manage the natural communities of the park as a backdrop for interpreting the civil war battle that occurred on March 7–8, 1862. Restoration of the landscape to the vegetation communities that were present at the time of the battle is ongoing. Priorities for restoration include density, form, and vegetation structure, but native representative species are also desired. Heartland Inventory and Monitoring Network ecologists observed plant community sites in park woodlands in 2007, 2012, 2016, and 2021. Climate may influence vegetation and oth
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Guevara-Castañeda, Diego Alejandro, Leonardo Villar-Gómez, Olga Lucía Acosta-Navarro, et al. Report of the Board of Directors to the Congress of Colombia, February 2025. Banco de la República, 2025. https://doi.org/10.32468/inf-jun-dir-con-rep-eng.01-2025.

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In 2024, the macroeconomic adjustment process continued, characterized by a sustained reduction in inflation that began in 2023 and a decline in the current account deficit of the balance of payments. This adjustment took place in the context of a contractionary monetary policy, with a gradual reduction in the monetary policy interest rate. GDP grew by 1.7%, driven by investment and consumption, while employment increased by 2.2%. Foreign reserves remained at adequate levels, and Banco de la República recorded a profit of COP 10,041 billion, benefiting from the returns on foreign reserves. Mac
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