Elevation-Aware Domain Adaptation for Sematic Segmentation of Aerial Images by Zihao Sun, Peng Guo, Zehui Li, Xiuwan Chen, Xinbo Liu

“…However, lower accuracy for elevation-insensitive classes suggests the need for further refinement to enhance overall generalizability.…”
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Utilizing Artificial Intelligence for Adaptive Scenario Development in Interprofessional Education by Hatice Şahin, Aysel Baser

“…AI-assisted scenarios offer adaptive and personalized learning experiences by tailoring content to learners' needs and professional roles. …”
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Adaptive strategy automation with large language models in paradoxical games by Kang Hao Cheong, Jie Zhao, Tao Wen

“…In this context, LLMs can serve to substantially alleviate the human labor needed to manage these complexities. Through comprehensive simulations of coin-tossing games, we have demonstrated that the adaptive switching strategies formulated by LLMs surpass predefined sequences in profitability when applied to certain paradoxical games. …”
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The Institution of Mediation in the Legislation of the Republic of Kazakhstan: Prospects for Regional Adaptation by N. S. Chimarov, S. Yu. Chimarov

“…The gradual segmentation of the sphere of public regulation is a question that constantly arises, since the growing needs of a person require the provision of a greater number of guarantees already on behalf of the state. …”
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Embodied design for enhanced flipper-based locomotion in complex terrains by Nnamdi C. Chikere, John Simon McElroy, Yasemin Ozkan-Aydin

“…Evaluating key performance metrics such as speed and cost of transport, our experimental results highlight adaptive designs as crucial for multi-terrain robotic mobility to achieve not only speed and efficiency but also the versatility needed to tackle the varied and complex terrains encountered in real-world applications.…”
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The Complex Matter of Requesting Support—Experiences of Persons with Intellectual Disability by Ann-Marie Öhrvall, Margret Buchholz, Annika Sköld

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Complex role of neutrophils in the tumor microenvironment: an avenue for novel immunotherapies by Mao Zhang, Haokai Qin, Yingcheng Wu, Qiang Gao

“…This adaptability is pivotal within the tumor microenvironment (TME). …”
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Poly-model complex in the information and analytical environment of the Situation Centre by A. A. Mikryukov, M. E. Mazurov, P. A. Smelov

“…The advantage of poly-model complex is a possibility of solving the same problems with the use of different models and then comparing the results obtained, a description of the object under study by the set of heterogeneous and composite models, the possibility of taking into account the structural dynamics of the modeling object (organizational, technical, social and economic systems, and others) as well as adaptation of the model taking into account changes in the research object. …”
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Climate change and the development of mountain areas: what do we need to know and for what types of action? by Didier Richard, Emmanuelle George-Marcelpoil, Vincent Boudières

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Using a Mobile Application to Teach Mathematics to Learners with Special Educational Needs: Exploring Teachers’ Experiences by Zandile Mboneni, Johannes Cronje

“…This study provides valuable insights into the complex dynamics of integrating technology into mathematics education for learners with special educational needs. …”
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Sociotechnical Adaptation of Telerehabilitation in Rehabilitation Practice: Survey Among Rehabilitation Professionals by Tuija Partanen, Riitta Seppänen-Järvelä, Sinikka Hiekkala, Jari Lindh

“…Our findings suggest that certain dimensions of the FITTE framework need to be specified in order to better understand the sociotechnical adaptation of TR. …”
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Rethinking clinical trials for medical AI with dynamic deployments of adaptive systems by Jacob T. Rosenthal, Ashley Beecy, Mert R. Sabuncu

“…We introduce dynamic deployment as a framework for AI clinical trials tailored for the dynamic nature of large language models, making possible complex medical AI systems which continuously learn and adapt in situ from new data and interactions with users while enabling continuous real-time monitoring and clinical validation.…”
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STUDENTS' SOCIAL ADAPTATION TO UNIVERSITY EDUCATIONAL ENVIRONMENT AS A PHENOMENON OF PEDAGOGY by G. Nezhelskaya

“…The author points out three common ways to determine the notion of students’ social adaptation through such notions as “need, necessity”, “adjustment” and “interaction”. …”
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AI-Powered System to Facilitate Personalized Adaptive Learning in Digital Transformation by Yao Yao, Horacio González-Vélez

“…The results also revealed performance fluctuations for LLMs across varying contexts, underscoring the critical need for domain-specific knowledge support to enhance AI-driven adaptive learning systems.…”
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Mother–newborn couplet care and the expectations, concerns and educational needs of healthcare professionals: a qualitative study by Jette Led Sørensen, Porntiva Poorisrisak, Laura Emdal Navne, Lotte Broberg, Joan Neergaard Larsen, Helena Hansson, Ragnhild Maastrup

“…We found focus groups useful as a tool for needs assessment and uncovering and adapting practices to address challenges in implementing couplet care.…”
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The Association Between Internet Use and Co-occurring Health Care Needs: Cross-Sectional Study in China by Yiqing Xing, Xuejiao Liu, Liang Zhang, Ruibo He

“…However, previous studies have primarily focused on specific populations or types of needs, overlooking the diversity and complexity of residents’ health care requirements. …”
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Challenges and Adaptations: Researchers Facing the Narratives of Parents of Adult Transgender Children by Justyna Ratkowska-Pasikowska, Katarzyna Miśkiewicz

“…This article represents an attempt to delve into and describe the complex dilemmas that female researchers encounter while conducting interviews within the context of a research project titled About becoming… Narratives of Parents with Adult Transgender Children. …”
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An automated parallel genetic algorithm with parametric adaptation for distributed data analysis by Laila Al-Terkawi, Matteo Migliavacca

“…Abstract Unleashing the potential of large-scale data analysis requires advanced computational methods capable of managing the immense size and complexity of distributed data. Genetic algorithms (GAs), known for their adaptability, benefit significantly from parallelization, prompting ongoing enhancements to boost performance further. …”
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Adapting the Competences of the Employed Personnel in the Context of the Integration of Artificial Intelligence in Organizations by Ioana Maria Popescu (Iacobescu), Iuliana Zavatin (Chilea), Daniela-Ioana Manea, Rodica Pamfilie, Alexandru Jurconi

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Linguistic and Cultural Analysis of Translation Techniqies in the Process of Adaptation of an English Series by N. V. Stepanova, Ye. Yu. Sinitskaya

“…Poleshchuk.Results and discussion. Linguocultural adaptation of a foreign language work includes complex translation and stylistic transformations. …”
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