Industrial Organizations Adapting to the Novel EU Taxonomy While Developing Socio-Technical Systems: A Literature Review by Henri Giudici, Fabio Bento, Kristin Falk

“…For industrial organizations, there is an urgent need to develop adaptive capabilities to meet the requirements set by the new taxonomy. …”
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Adaptive AI Alignment: Established Resources for Aligning Machine Learning with Human Intentions and Values in Changing Environments by Stephen Fox

“…There has been little consideration in previous AI Alignment studies of the need for AI Alignment to be adaptive in order to contribute to the survival of human organizations in changing environments. …”
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Agentic AI: Autonomous Intelligence for Complex Goals—A Comprehensive Survey by Deepak Bhaskar Acharya, Karthigeyan Kuppan, B. Divya

“…Agentic AI, an emerging paradigm in artificial intelligence, refers to autonomous systems designed to pursue complex goals with minimal human intervention. Unlike traditional AI, which depends on structured instructions and close oversight, Agentic AI demonstrates adaptability, advanced decision-making capabilities and self-sufficiency, enabling it to operate dynamically in evolving environments. …”
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Towards a Method of Participatory Planning in an Emerging Metropolitan Delta in the Context of Climate Change by Verónica Zagare

“…Those pressures interact at multiple scales and temporalities, affecting the components of the systems, as well as the relations between them and with the environment. This complexity reveals the need for the society (including governments, institutions, civil organizations, academia, etc.) to enhance the adaptability of the system of the delta, in order to cope with changes without losing their substantial characteristics. …”
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Preservation and Development of the Library Network under Digital Transformation: Analysis of Approaches and Search for Complex Solutions by D. A. Yarutich

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Towards Sustainable Heritage: Redevelopment Of Historical Districts Through Place-Quality Matrix.Case Study: Religious Complex, Old Cairo by Eman Saleh, Ghada Mohamed

“…The redevelopment of historical districts introduces significant challenges, especially, in balancing heritage adaptability with contemporary urban needs. This research paper explores the redevelopment of historical districts, focusing on the religious complex in Old Cairo as a case study. …”
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R‐DP: A risk‐adaptive privacy protection scheme for mobile crowdsensing in industrial internet of things by Lisha Shuai, Jiamin Zhang, Yu Cao, Min Zhang, Xiaolong Yang

“…In addition, DP was designed as a lightweight and risk‐adaptive privacy protection method to meet the operational needs of 3C resource‐constrained gadgets. …”
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How Much Rationality Is Needed for Decision Making? by Annette Grathoff

“…It is most often researched in a world of rational decision-makers, who are assumed to cause the worsening situation due to rational optimization of individual interests. In strongly complex networks, the exploitation of new possibilities most probably needs rational decision-makers who can see the use of new possibilities for them. …”
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A Complex Adaptive Systems Approach to Health Professions Education Transformation: The Case of the University of Missouri-Columbia School of Medicine and an Integrated Quality Imp... by Katherine Stevenson, Marcel D’Eon, Linda Headrick, Boel Andersson Gäre

“…While exploring a different case study focused on the content of the curriculum, investigators became intrigued by MU SOM's approach to change, specifically, how complex adaptive systems (CAS) thinking may have supported sustained transformational change in curriculum across multiple health professions programs. …”
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Conception de systèmes d’assistance au conducteur : comment prendre en compte le caractère complexe, dynamique et situé de la conduite automobile ? by Thérèse Villame

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Algorithms Facilitating the Observation of Urban Residential Vacancy Rates: Technologies, Challenges and Breakthroughs by Binglin Liu, Weijia Zeng, Weijiang Liu, Yi Peng, Nini Yao

“…In view of the challenges brought by a complex environment, diverse data sources and urban development needs, our study comprehensively reviews the application of algorithms in urban residential vacancy rate observation. …”
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Cognitive model of the national financial market: creating process and prospects for assessing the security of its functioning by E. A. Loktionova

“…The belonging of modern financial markets to complex adaptive systems consisting of elements and relationships, the formal description of the dynamics of which is very problematic, determines the advisability of using cognitive analysis and modeling methods in the process of assessing the safety of their functioning. …”
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Reference coordinate based Chan algorithm for UWB personnel localization in underground coal mines by Zhipeng Li, Zecheng Li

“…This work advances the state-of-the-art by resolving the long-standing trade-off between accuracy and computational complexity in NLOS-prone environments. Unlike filtering-dependent approaches (e.g., PF-Chan, Kalman-Chan), CBORF eliminates the need for iterative particle resampling or linear-Gaussian assumptions, ensuring reliability in high-noise, nonlinear conditions. …”
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Adaptive control law nonlinear synthesis for hydroturbine rotation frequency: principle of integral adaptation by A. A. Kuz’Menko

“…Hydroturbine, like any complex system, operates under conditions of various parametrical perturbations as well as perturbations acted from the external environment. …”
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Does a natural killer need a CAR? by Kangbo Wang, Yumo Zhang, Zhibo Han, Youwei Wang

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The Consolidated Approach to Intervention Adaptation (CLARION): Developing and undertaking an empirically and theoretically driven intervention adaptation by Lydia Ould Brahim, Sylvie D. Lambert, Nancy Feeley, Jane McCusker, Dan Bilsker, Mark J. Yaffe, Rosetta Antonacci, Stephanie Robins, John William Kayser, Christine Genest, Haida Paraskevopoulos, Jessica Blair, Andrea Laizner

“…M-PACE was selected for its patient-oriented research principles, its application to a similar complex intervention, and for offering some of the specificity needed for execution. …”
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Reliability and Quality of Complex Systems by A.V. Masloboev, V.N. Tsygichko

“…The ongoing study is aimed at developing methods and information technologies for monitoring and assessing the resilience of critical entities and infrastructures to improve the efficiency of situational management of these complex dynamic systems. The urgency of this study is due to the need to design and integrate adaptive control systems to maintain the safety and stability of critical infrastructures under destructive impact of negative factors on their constituent elements, and the increased need for methodological, information and analytical support of the current control tasks at all phases of the resilience management life-cycle of critical entities. …”

Democratising complex system modelling by Anabele-Linda Pardi, Elizaveta Burina

“…Our aim is to introduce a deterministic method for investigating the stability of complex systems, in order to find the most important elements of such systems and their impact on different scenarios. …”
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A Review of Research on the Education of Migrant Students with Special Needs by Ayşenur Çayır, Nevin Güner Yıldız, Abdulkadir Kocaoğlu

“…These difficulties can become even more complex when combined with special needs or disabilities, making it harder for students to adjust to the education system of the host countries.Method: The study aimed to examine to examine research articles published between 2011 and 2022 regarding the education of migrant students with special needs (MSSN). …”
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Differentiation approach in education: Tailoring instruction for diverse learner needs by Nigora Goyibova, Narzulla Muslimov, Gulnoza Sabirova, Nargiza Kadirova, Barnoxon Samatova

“…Background: In education, differentiation creates engaging and challenging experiences that improve engagement and accomplishment by customizing instruction, content, and assessment to match the needs of varied learners. Method: This study examined differentiation in education across diverse national contexts, exploring strategies like task complexity differentiation, flexible grouping, and multiple intelligences, supplemented by case studies in foreign language classrooms to observe teacher adaptations for individual needs. …”
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