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Journal articles on the topic 'Complementarity Framework'

Author: Grafiati

Published: 6 September 2023

Last updated: 31 July 2025

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1

Cuffaro, Michael. "The Kantian framework of complementarity." Studies in History and Philosophy of Science Part B: Studies in History and Philosophy of Modern Physics 41, no. 4 (2010): 309–17. http://dx.doi.org/10.1016/j.shpsb.2010.04.003.

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Grygar, Filip. "Bohr’s Complementarity Framework in Biosemiotics." Biosemiotics 10, no. 1 (2016): 33–55. http://dx.doi.org/10.1007/s12304-016-9281-4.

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3

Lipovšek, Frančiška. "Why English Exhibits Determiner-Possessor Complementarity and Slovene Doesn’t." ELOPE: English Language Overseas Perspectives and Enquiries 1, no. 1-2 (2004): 15–22. http://dx.doi.org/10.4312/elope.1.1-2.15-22.

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The aim of the paper is to provide an explanation for the following difference between English and Slovene: whereas in English a definite determiner and a possessor are in complementary distribution, in Slovene the two categories are perfectly compatible. Arguing that the traditional approach to determiner-possessor complementarity is inadequate, the paper proposes an explanation that has been developed within the framework of generative grammar: languages exhibiting determiner-possessor complementarity are characterized by the presence of the [∼def] feature on the functional head Pos. The gen

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4

Ferris, Michael C., Alexander Meeraus, and Thomas F. Rutherford. "Computing Wardropian equilibria in a complementarity framework." Optimization Methods and Software 10, no. 5 (1999): 669–85. http://dx.doi.org/10.1080/10556789908805733.

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5

Rastogi, Charvi, Liu Leqi, Kenneth Holstein, and Hoda Heidari. "A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML Complementarity." Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 11, no. 1 (2023): 127–39. http://dx.doi.org/10.1609/hcomp.v11i1.27554.

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Hybrid human-ML systems increasingly make consequential decisions in a wide range of domains. These systems are often introduced with the expectation that the combined human-ML system will achieve complementary performance, that is, the combined decision-making system will be an improvement compared with either decision-making agent in isolation. However, empirical results have been mixed, and existing research rarely articulates the sources and mechanisms by which complementary performance is expected to arise. Our goal in this work is to provide conceptual tools to advance the way researcher

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Shanbhag, Uday V., Gerd Infanger, and Peter W. Glynn. "A Complementarity Framework for Forward Contracting Under Uncertainty." Operations Research 59, no. 4 (2011): 810–34. http://dx.doi.org/10.1287/opre.1110.0947.

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7

Wang, Xuefeng, Rongrong Li, Yuqin Liu, and Ming Lei. "A Morphology-Driven Method for Measuring Technology Complementarity: Empirical Study Involving Alzheimer's Disease." Journal of Data and Information Science 7, no. 3 (2022): 20–48. http://dx.doi.org/10.2478/jdis-2022-0017.

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Abstract Purpose Measuring the exact technology complementarity between different institutions is necessary to obtain complementary technology resources for R&D cooperation. Design/methodology/approach This study constructs a morphology-driven method for measuring technology complementarity, taking medical field as an example. First, we calculate semantic similarities between subjects (S and S) and action-objects (AO and AO) based on the Metathesaurus, forming clusters of S and AO based on a semantic similarity matrix. Second, we identify key technology issues and methods based on clusters

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8

Cameron, Lynne. "Confrontation or complementarity?" Annual Review of Cognitive Linguistics 5 (November 29, 2007): 107–35. http://dx.doi.org/10.1075/arcl.5.06cam.

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Theoretical and methodological challenges presented by studying metaphor in its discourse environment are addressed. Complex dynamic systems theory provides a theoretical ‘discourse dynamics’ framework for describing metaphor in face-to-face conversation, and more generally, as a phenomenon that is at once linguistic, cognitive, affective and socio-cultural. Empirical data from post-conflict reconciliation conversations illustrate the procedures of metaphor-led discourse analysis, using metaphor to investigate patterns of talking and thinking. Identification of linguistic metaphors is followed

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9

Sandakova, Ludmila B. "Principle of Complementarity in the Research of the Links between Language, World View and Picture of the World." Siberian Journal of Philosophy 17, no. 3 (2019): 66–82. http://dx.doi.org/10.25205/2541-7517-2019-17-3-66-82.

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The article deals with the problem of the epistemological status of the complementarity principle in socio-humanitarian studies. It clarifies the content of the principle of complementarity and the possibility of its application from the point of view of its methodological significance for studying the interdependence of language, world view and the picture of the world. It is shown that the authentic application of the principle is possible within the framework of a constructionist epistemological model, subject to a number of methodological requirements for the organization of the research p

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10

Naeem, Aqsa, Naveed Ul Hassan, Chau Yuen, and S. Muyeen. "Maximizing the Economic Benefits of a Grid-Tied Microgrid Using Solar-Wind Complementarity." Energies 12, no. 3 (2019): 395. http://dx.doi.org/10.3390/en12030395.

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The increasing use of intermittent, renewable energy sources (RESs) for electricity generation in microgrids (MGs) requires efficient strategies for reliable and economic operation. Complementarity between RESs provides good prospects for integrating several local energy sources and reducing the costs of MG setup and operations. This paper presents a framework for maximizing the economic benefits of a grid-tied MG by exploiting the spatial and temporal complementarity between solar and wind energies (solar-wind complementarity). The proposed framework considers the cost of energy production fr

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11

Folse, Henry, and Abner Shimony. "The Philosophy of Niels Bohr: The Framework of Complementarity." Physics Today 38, no. 10 (1985): 108–9. http://dx.doi.org/10.1063/1.2814739.

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12

Kan, Ziyun, Fei Li, Haijun Peng, Biaosong Chen, and XueGuan Song. "Sliding cable modeling: A nonlinear complementarity function based framework." Mechanical Systems and Signal Processing 146 (January 2021): 107021. http://dx.doi.org/10.1016/j.ymssp.2020.107021.

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13

Kojima, Masakazu, Nimrod Megiddo, and Shinji Mizuno. "A General Framework of Continuation Methods for Complementarity Problems." Mathematics of Operations Research 18, no. 4 (1993): 945–63. http://dx.doi.org/10.1287/moor.18.4.945.

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14

Oliveto, N. D., and M. V. Sivaselvan. "Dynamic analysis of tensegrity structures using a complementarity framework." Computers & Structures 89, no. 23-24 (2011): 2471–83. http://dx.doi.org/10.1016/j.compstruc.2011.06.003.

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15

Liu, Xian, Wenyu Wang, and Yiyi Su. "Leveraging Complementary Resources through Relational Capital to Improve Alliance Performance under an Uncertain Environment: A Moderated Mediation Analysis." Sustainability 15, no. 1 (2022): 310. http://dx.doi.org/10.3390/su15010310.

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Integrating the resource-based theory, the relational view, and the contingency theory, this research advances the strategic alliance literature by providing a theoretical framework that explains alliance outcomes from both the inter-organizational and the external environmental perspectives. Specifically, we analyzed the effect of complementary resources on alliance performance through the mechanism of relational capital in an uncertain environment. We also explored the moderating roles of environmental dynamism and environmental hostility in the indirect relationship between resource complem

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16

Álvarez-Albelo, Carmen D. "The role of complementarity of goods in a mixed bundling strategy." Economics and Business Letters 9, no. 1 (2020): 31. http://dx.doi.org/10.17811/ebl.9.1.2020.31-40.

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This paper studies optimal pricing when a monopolist firm produces two complementary goods and may undertake a bundling strategy. To do so, a modified version of Yan and Bandyopadhyay’s (2011) framework is used, in which the efficacy of the bundling strategy depends positively on the degree of complementarity of goods. Two main results are obtained. First, mixed bundling turns out to be the optimal strategy for the firm, since it yields higher profits than pure unbundling and pure bundling. Second, sales and profits from the bundling (unbundling) strategy increase (decrease) as the products be

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17

Vasca, F., L. Iannelli, M. K. Camlibel, and R. Frasca. "A New Perspective for Modeling Power Electronics Converters: Complementarity Framework." IEEE Transactions on Power Electronics 24, no. 2 (2009): 456–68. http://dx.doi.org/10.1109/tpel.2008.2007420.

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18

Blanc, Jérôme. "Unpacking monetary complementarity and competition: a conceptual framework: Table 1." Cambridge Journal of Economics 41, no. 1 (2016): 239–57. http://dx.doi.org/10.1093/cje/bew024.

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19

Mezzadri, Francesco. "A modulus-based framework for weighted horizontal linear complementarity problems." Applied Mathematics and Computation 495 (June 2025): 129313. https://doi.org/10.1016/j.amc.2025.129313.

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20

Carnevale, Franco A., and Irma Manjavidze. "Examining the complementarity of ‘children’s rights’ and ‘bioethics’ moral frameworks in pediatric health care." Journal of Child Health Care 20, no. 4 (2016): 437–45. http://dx.doi.org/10.1177/1367493515605173.

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The United Nations Convention on the Rights of the Child has inspired numerous initiatives to recognize children’s health-related rights. Whereas children’s rights have served as the dominant moral framework for child health concerns in Europe, pediatric bioethics has emerged as the principal framework used in North America. Despite their similarities, these two frameworks differ significantly. Children’s rights initiatives tend to be universalist, highlighting substantive standards for all children, while pediatric bioethics has developed norms, models, and procedures for the ethical analysis

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21

Chen, Junchi, Richong Zhang, and Junfan Chen. "Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities." Proceedings of the AAAI Conference on Artificial Intelligence 39, no. 15 (2025): 15812–20. https://doi.org/10.1609/aaai.v39i15.33736.

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Supervised multimodal classification has been proven to outperform unimodal classification in the image-text domain. However, this task is highly dependent on abundant labeled data. To perform multimodal classification in data-insufficient scenarios, in this study, we explore semi-supervised multimodal classification (SSMC) that only requires a small amount of labeled data and plenty of unlabeled data. Specifically, we first design baseline SSMC models by combining known semi supervised pseudo-labeling methods with the two most commonly used modal fusion strategies, i.e. feature-level fusion a

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22

Brock, Steen, and Rom Harré. "Nature’s affordances and formation length: The ontology of quantum physical experiments." SATS 17, no. 1 (2016): 1–20. http://dx.doi.org/10.1515/sats-2016-0007.

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23

Kao, C. Y., and J. Sharon. "Chimeric antibodies with anti-dextran-derived complementarity-determining regions and anti-p-azophenylarsonate-derived framework regions." Journal of Immunology 151, no. 4 (1993): 1968–78. http://dx.doi.org/10.4049/jimmunol.151.4.1968.

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Abstract The framework regions of antibodies fold into a conserved beta-sheet structure that acts as scaffolding for the antigen-contacting complementarity-determining regions (CDR). To test the structural equivalence of the frameworks between two antibodies with widely different combining sites, we created chimeric H and L chains by grafting the CDR of an alpha(1--&gt;6)dextran specific antibody onto the framework of a p-azophenylarsonate (Ars) specific antibody through oligonucleotide-directed mutagenesis of the anti-Ars variable region genes. Antibodies consisting of various chain combi

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24

Gwara, Joyline, Diana Ekor, and Aribiah David Attoe. "Discrimination and Violence against Women with Disabilities in Africa: Introducing Innocent Asouzu’s Complementarity." Philosophia Africana 21, no. 2 (2022): 63–77. http://dx.doi.org/10.5325/philafri.21.2.0063.

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Abstract To the authors’ knowledge, not much has been said or done in African philosophical circles with regard to providing a theoretical framework from which the discrimination against African women with disabilities can be addressed. In this article, the authors show how such a framework can be grounded in Innocent Asouzu’s complementarism. Their contention, one grounded in this framework, is that this discrimination has its roots in an isolationist, elitist, and exclusivist mindset/metaphysics. The authors further argue that one way to overcome this problematic mindset is to replace it wit

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25

Kan, Ziyun, Haijun Peng, and Biaoshong Chen. "Complementarity Framework for Nonlinear Analysis of Tensegrity Structures with Slack Cables." AIAA Journal 56, no. 12 (2018): 5013–27. http://dx.doi.org/10.2514/1.j057149.

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26

Zhang, Liang, Kaijun Dong, Mengkai Lu, and Hongwu Zhang. "A wrinkling model for pneumatic membranes and the complementarity computational framework." Computational Mechanics 65, no. 1 (2019): 119–34. http://dx.doi.org/10.1007/s00466-019-01755-7.

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27

Zafiris, Elias, and Vassilios Karakostas. "Category-Theoretic Interpretative Framework of the Complementarity Principle in Quantum Mechanics." International Journal of Theoretical Physics 58, no. 12 (2019): 4208–34. http://dx.doi.org/10.1007/s10773-019-04292-4.

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28

Levin, Avner. "Quantum Physics in Private Law." Canadian Journal of Law & Jurisprudence 14, no. 2 (2001): 249–60. http://dx.doi.org/10.1017/s0841820900000503.

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IzhakEnglard argues that Ernest Weinrib's idea of coherence in private law, based solely on corrective justice, must be modified to include distributive justice in order to better fit legal practice. Englard proposes complementarity, a framework accommodating mutually exclusive scientific concepts, as a basis for private law’s coherence, based on an analogy between the concepts of light and justice. This analogy is insufficient as an epistemological basis common to science and law upon which complementarity can be applied as Englard suggests. Despite Englard's failure complementarity may yet b

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29

Green, Paul, and Stanley Hardman. "A Conceptual Framework For Evaluating An Academic Department: A Systems Approach." International Business & Economics Research Journal (IBER) 12, no. 12 (2013): 1535. http://dx.doi.org/10.19030/iber.v12i12.8248.

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The purpose of this paper is to report on the development of a conceptual framework for the evaluation of an academic department as a service provider at a university of technology. A multi-methodological approach using action research, which involved a cyclical process between action and critical reflection, continuous refinement and understanding, was implemented. Critical to the study was the concept of emergence as a consequence of the interactions in the system. An analysis of systems methodologies and their applicability to evaluation signified a possible complementarity in their strengt

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30

Wen, Baohua, Lihua Liang, Feng Xu, Jianwei Yan, Xiangqi Yan, and S. Ramesh. "FRAMEWORK FOR UPDATING GREEN BUILDING RATING TOOLS FOR DEVELOPING COUNTRIES." Journal of Green Building 17, no. 4 (2022): 41–77. http://dx.doi.org/10.3992/jgb.17.4.41.

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ABSTRACT This research presents the current state of understanding on strategies to update green building rating tools (GBRTs). Based on existing literature, the study determined the GBRT-updating requirements (URs) and their related technical elements (TEs) and integrated them to form a system framework through Functional Quality Development. The framework emphasizes the interaction and balance between expert deliberation and stakeholder participation, and fully considers the complementarity between international experience and local practice. Subsequently, the Fuzzy Analytic Hierarchy Proces

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31

Dhlamini, Zwelithini Bongani. "The structural and operational complementarity: Grade nine learners’ pitfalls and gains of simplifying algebraic expressions." Eurasia Journal of Mathematics, Science and Technology Education 19, no. 10 (2023): em2344. http://dx.doi.org/10.29333/ejmste/13653.

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This study focused on the investigation of the structural and operational complementarity in the simplification of algebraic expressions. The dual nature of mathematical conceptions is the theoretical framework that underpin this study. Qualitative content analysis was employed as a method and research design to investigate the complementarity between the operational and structural learners’ conceptions of the simplification. The findings revealed that learners’ undeveloped and fragmented structures of algebra caused the inability to simplify expressions. Ironically, for the very few learners

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32

Labuda, Patryk I. "The Flipside of Complementarity." Journal of International Criminal Justice 17, no. 2 (2019): 369–90. http://dx.doi.org/10.1093/jicj/mqz019.

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Abstract A variety of human rights dilemmas were left unresolved in Rome. One issue likely to generate controversy is the relationship between the prohibition of double jeopardy, complementarity and minimal fair trial protections for defendants. Under the Rome Statute’s complementarity framework, the International Criminal Court (ICC) must defer to domestic proceedings if a state is handling the same case and the national authorities are not ‘unable or unwilling’ to prosecute the same person. Much ink has been spilt on Article 17 of the Statute and the ensuing case law, but less understood is

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33

Jenifer, D. H., and R. Irene Hepzibah. "On Solving Linear Complementarity Problem using Principal Pivoting Method." Indian Journal Of Science And Technology 17, no. 47 (2024): 4993–98. https://doi.org/10.17485/ijst/v17i47.3095.

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Objectives: A rudimentary framework called the linear complementarity problem (LCP) describes a wide range of real-world scenarios in which equilibrium conditions must be met while adhering to constraints. Methods: This study presents the Principal Pivoting Method (PPM), a novel method for solving linear Complementarity problems. PPM is a viable substitute for addressing large-scale complementarity problems. It is a powerful method for handling large-scale challenge circumstances while addressing LCPs. The PPM uses a principle-based pivoting strategy to navigate the solution space. It terminat

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Semak, Bohdan, and Serhiy Semiv. "COMPLEMENTARITY OF BILATERAL TRADE RELATIONS BETWEEN POLAND AND UKRAINE." Acta Scientiarum Polonorum. Oeconomia 21, no. 2 (2022): 25–35. http://dx.doi.org/10.22630/aspe.2022.21.2.7.

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Poland and Ukraine and to substantiate on its basis the priority areas of further mutually beneficial cooperation built on the principles of complementarity and strategic partnership. The authors of the article applied a comprehensive approach to the analysis of bilateral trade relations between Poland and Ukraine, in particular, the Trade Complementarity Index (CI) and the Revealed Comparative Advantage Index (RCA) were used in the analysis. The statistical data of the State Statistics Service (Ukraine), WTO, Ministerstwo rozwoju i tekhnologii (Poland) and Główny Urząd Statystyczny (Poland) w

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Bloch, Sidney, and Stephen A. Green. "An ethical framework for psychiatry." British Journal of Psychiatry 188, no. 1 (2006): 7–12. http://dx.doi.org/10.1192/bjp.188.1.7.

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SummaryPsychiatry has not reached a consensus hitherto concerning an optimal theoretical framework for ethical decision-making and corresponding action. Various theories have been considered, but found wanting. Moreover, classic theories may contradict one another, contribute to confusion and immobilise the clinician. We have examined major theories commonly applied in bioethics, conferred with moral philosophers and psychiatrists and striven to apply more recent insights drawn from moral philosophy. We report that instead of pursuing a single theoretical framework, we should garner the streng

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Co, M. S., N. M. Avdalovic, P. C. Caron, M. V. Avdalovic, D. A. Scheinberg, and C. Queen. "Chimeric and humanized antibodies with specificity for the CD33 antigen." Journal of Immunology 148, no. 4 (1992): 1149–54. http://dx.doi.org/10.4049/jimmunol.148.4.1149.

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Abstract L and H chain cDNAs of M195, a murine mAb that binds to the CD33 Ag on normal and leukemic myeloid cells, were cloned. The cDNAs were used in the construction of mouse/human IgG1 and IgG3 chimeric antibodies. In addition, humanized antibodies were constructed which combined the complementarity-determining regions of the M195 antibody with human framework and constant regions. The human framework was chosen to maximize homology with the M195 V domain sequence. Moreover, a computer model of M195 was used to identify several framework amino acids that are likely to interact with the comp

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37

Besong, Eric Ndoma. "Exploring the Logic of Gender Complementarity using Chimakonam’s Ezumezu System." Filosofia Theoretica: Journal of African Philosophy, Culture and Religions 10, no. 1 (2021): 87–102. http://dx.doi.org/10.4314/ft.v10i1.6.

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In this essay, I want to argue that the existence of gender most times translated as gender binary, is a biological fact. What is at stake is a framework for transcending unequal gender binary to gender complementarity. Here, I propose to use Chimakonam’s Ezumezu logic as a mechanism for disclosing gender complementarity. The illogical, irrational and subjective perspectives on lopsided gender differences between men and women will be challenged in this essay. I will analyze the thrust of Ezumezu logic, its major principles, structures, and pillars of thought. I will also demonstrate its globa

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Schneider, W. P., S. M. Glaser, J. A. Kondas, and J. Hakimi. "The anti-idiotypic response by cynomolgus monkeys to humanized anti-Tac is primarily directed to complementarity-determining regions H1, H2, and L3." Journal of Immunology 150, no. 7 (1993): 3086–90. http://dx.doi.org/10.4049/jimmunol.150.7.3086.

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Abstract The anti-ld response developed by cynomolgus monkeys to the humanized anti-Tac antibody was analyzed by using 12 humanized anti-Tac variants differing in V region structure. The majority of the monkey response was directed against idiotopes composed wholly or in part of complementarity-determining regions H1, H2, and L3. There was no detectable response directed solely to five single complementarity-determining regions examined or solely to the modified human V region framework.

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39

MacKinnon, Edward. "The Philosophy of Niels Bohr: The Framework of Complementarity. Henry J. Folse." Philosophy of Science 53, no. 3 (1986): 458–59. http://dx.doi.org/10.1086/289333.

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Howard, Don. "The Philosophy of Niels Bohr: The Framework of Complementarity. Henry J. Folse." Isis 77, no. 1 (1986): 117–18. http://dx.doi.org/10.1086/354055.

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ABECASSIS-MOEDAS, CELINE, and SIHEM BEN MAHMOUD-JOUINI. "SOURCE-RECIPIENT KNOWLEDGE COMPLEMENTARITY: A FRAMEWORK OF DESIGN ABSORPTION PROCESS IN NPD." Academy of Management Proceedings 2007, no. 1 (2007): 1–6. http://dx.doi.org/10.5465/ambpp.2007.26530464.

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42

Rošker, Jana S. "Sublating Anxiety: Heidegger’s Notion of Angst and Xu Fuguan’s Thesis of Youhuan Yishi." Philosophy East and West 75, no. 2 (2025): 323–52. https://doi.org/10.1353/pew.2025.a958928.

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Abstract: This essay performs a detailed contrastive analysis of two differing concepts of anxiety: Heidegger’s Angst and Xu Fuguan’s youhuan yishi , employing the method of transcultural philosophical sublation. This dialectical approach, deeply rooted in the traditional Chinese philosophy of mutual complementarity between opposing ideas, thoughtfully integrates Heidegger’s notion of Sorge (care) with the Confucian principle of ren (humaneness) as complementary rather than contradictory elements. This conceptual framework highlights the critical importance of balancing personal authenticity w

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Pramanik, Paramahansa, and Lambert Dong. "Strategic Complementarities Due to Monetary Shock Under Sticky Price." European Journal of Statistics 5 (May 5, 2025): 9. https://doi.org/10.28924/ada/stat.5.9.

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In this paper, we determine the optimal complementarity strategy of a firm under a Cox-Ingersoll-Ross (CIR) stochastic framework with a non-zero drift. The firm’s objective function is maximized using percent deviations from symmetric equilibrium of its own and aggregate consumer price index (CPI) as state variables, while the complementarity strategy due to random monetary shock serves as the control variable. Extending the driftless Calvo model, we employ a mean field approach to derive a closed-form solution for the optimal strategy. Our findings indicate that higher volatility leads to a r

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Tian, Liang, and Shiguang Jia. "Distribution-Aware Dual-LLM Collaborative Framework for Human Preference Prediction." Applied and Computational Engineering 109, no. 1 (2024): 150–58. http://dx.doi.org/10.54254/2755-2721/2024.17896.

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This paper proposes a novel Distribution-aware Dual-LLM Collaborative Framework (D2CF) for human preference prediction in large language model dialogue systems. Through data analysis in the Kaggle LMSYS Chatbot Arena competition, we innovatively selected two complementary base models: Gemma-2-9b and Llama-3.1-8b. The framework's main technical innovations include: (1) A model complementarity quantification method based on Wasserstein distance, optimizing model selection from a data distribution perspective; (2) A parameter-efficient QLoRA improvement strategy that reduced computational overhea

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Iqbal, Tahir, Muhammad Shakeel Sadiq Jajja, Mohammad Khurrum Bhutta, and Shahzad Naeem Qureshi. "Lean and agile manufacturing: complementary or competing capabilities?" Journal of Manufacturing Technology Management 31, no. 4 (2020): 749–74. http://dx.doi.org/10.1108/jmtm-04-2019-0165.

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PurposeLean (TQM and JIT) and agile manufacturing (AM) are viewed as strategic capabilities that can help firms to meet diverse set of market demands. However, the question whether lean manufacturing and AM are complementary or competing capabilities is still open to discussion. This research proposes an integrated research framework that draws on complementary theory, theory of systems, and concept of fit to examine this question regarding these two strategic capabilities.Design/methodology/approachData are collected from 248 apparel exporting firms, and the proposed model is evaluated using

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Ai, Wei, Fuchen Zhang, Yuntao Shou, Tao Meng, Haowen Chen, and Keqin Li. "Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum." Proceedings of the AAAI Conference on Artificial Intelligence 39, no. 11 (2025): 11418–26. https://doi.org/10.1609/aaai.v39i11.33242.

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Efficiently capturing consistent and complementary semantic features in context is crucial for Multimodal Emotion Recognition in Conversations (MERC). However, limited by the over-smoothing or low-pass filtering characteristics of spatial graph neural networks, are insufficient to accurately capture the long-distance consistency low-frequency information and complementarity high-frequency information of the utterances. To this end, this paper revisits the task of MERC from the perspective of the graph spectrum and proposes a Graph-Spectrum-based Multimodal Consistency and Complementary collabo

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Haase, F., K. Gottschling, L. Stegbauer, et al. "Tuning the stacking behaviour of a 2D covalent organic framework through non-covalent interactions." Materials Chemistry Frontiers 1, no. 7 (2017): 1354–61. http://dx.doi.org/10.1039/c6qm00378h.

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The distinct stacking behaviour of two related 2D covalent organic frameworks is traced back to geometric and electronic features of their building blocks. Self-complementarity and donor–acceptor-type interactions are identified as design principles to access highly crystalline COFs.

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Yee, Kenton K. "Opportunities Knocking: Residual Income Valuation of an Adaptive Firm." Journal of Accounting, Auditing & Finance 15, no. 3 (2000): 225–66. http://dx.doi.org/10.1177/0148558x0001500303.

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Maintaining a competitive edge requires a firm to replace deteriorating business lines with new projects. Accordingly, part of a firm's value resides in its ability to exploit new opportunities. This paper incorporates adaptation into Ohlson's residual income valuation framework and obtains an adaptation-adjusted valuation formula. Although parsimoniously cast, the model makes two predictions that are consistent with phenomena reported in the empirical literature: earnings convexity and complementarity. Moreover, the Appendix introduces an Equivalence Theorem relating Modigliani-Miller dividen

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Yang, Lingling. "Study on the Trade Complementarity among China and CEE Countries." Academic Journal of Management and Social Sciences 4, no. 3 (2023): 142–45. http://dx.doi.org/10.54097/ajmss.v4i3.13267.

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Under the "the Belt and Road" and the "17+1" framework, trade cooperations among China and the Central and Eastern European (CEE)countries have attracted great attention, and which has become the focus of attention to achieve coordinated trade development among China and the CEE countries. The article introduces the current trade situation among China and CEE countries, and reveals that the overall trade situation between the both sides is great. From the perspective of trade complementarity, through the trade integration index and trade complementarity index, it is concluded that there is gre

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Saeed Akhtar, Adnan Khan, Farman Ali, Ibrahim, and *Mohammad Hussain. "Islam and Gender Complementarity: A Critique of Radical Feminism and its Impact on the Islamic Family Institution." Physical Education, Health and Social Sciences 2, no. 4 (2024): 58–61. https://doi.org/10.63163/jpehss.v3i1.214.

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Islam supports gender complementarity and believes in assigning different roles to different genders based on biological differences and social considerations. Radical feminists, on the other hand, overlook biological and psychological discrepancies and criticize the gender-based division of roles. This study employs the Islamic framework of gender complementarity, supporting its stance with evidence from the Holy Quran, Hadiths, views of classical Muslim jurists, and scientific research. Additionally, the study critically evaluates the gender-equal ideas of radical feminists and seeks to demo

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