A Data-Driven Parameter Adaptive Clustering Algorithm Based on Density Peak by Tao Du, Shouning Qu, Qin Wang

“…In DDPA-DP, all parameters can be adaptively adjusted based on the data-driven thought, and then the accuracy of clustering is highly improved, and the time complexity is not increased obviously. …”
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Understanding the Complex Adoption Behavior of Cloud Services by SMEs Based on Complexity Theory: A Fuzzy Sets Qualitative Comparative Analysis (fsQCA) by Ge Zhang, Weijie Wang, Yikai Liang

“…To survive in a competitive environment, small and medium enterprises (SMEs) have had to adapt to the digital environment in order to adjust to customer needs globally, particularly in the post-COVID-19 world. …”
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ASSESSMENT OF THE EFFECTIVENESS OF BIOLOGICALLY ACTIVE ADDITIVESCOMPLEX IN THE ADAPTATION OF THE MILITARYAFTER PNEUMONIA by Дмитрий Владимирович Чуркин, Екатерина Сергеевна Гасендич, Ольга Николаевна Долгошапко, Дмитрий Олегович Ластков

“…Objective – evaluating the effectiveness of dietary supplements on the basis of selenium and spirulina, vitamin and mineral complex, nutritional therapy in the adaptation of the military after community-acquired pneumonia. …”
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Evaluation of the Competency and Skills Needs for Seaplane Maintenance in Pilot Education at the Indonesian Pilot Academy Banyuwangi by Hadi Prayitno, Sunardi, Ahmad Mubarok, Demmy Setyo, Setyo Hariadi

“…Special skills, such as adaptability to complex working conditions and meticulousness in maintenance procedures, are also deemed essential. …”
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Addressing the spiritual needs of patients with serious illness in Lebanon: perspectives and practices of palliative care professionals by Yahya Wehbeh, Rana Yamout, Zhimeng Jia, Hibah Osman

“…Adaptations included fostering environments for spontaneous spiritual discussions and tailoring assessments to individual patient needs. …”
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Facilitating Smooth Post-School Transition for Learners with Specific Learning Needs: Policy and Curriculum Recommendations by Nettie Nobukosi Ndou-Chikwena

“…This study explores the complex landscape of inclusive education for learners with Specific Learning Needs (SLNs), examining critical factors that facilitate successful post-school transitions. …”
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REAL TIME OBJECT MONITORING USING ADAPTIVE CORRELATION FILTER by A. M. Polonevitch, M. P. Revotjuk

“…Present article describes real-time object tracking algorithm based on adaptive correlation filter usage. The algorithm is autonomous and doesn't need parameters adjustments from the beginning till the end of its functioning.…”
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Economic and ecological efficiency of adaptive system for fertilising spring barley by I. I. Gureev, A. V. Gostev, L. B. Nitchenko

“…Three‐year tests were conducted in a field experiment on spring barley. An adaptive innovative version of the experiment was oriented toward eliminating the deficit in plant nutrition by foliar fertilizing with complex fertilizers according to leaf functional diagnostics, which took into account the synergy of interaction between the applied elements. …”
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Modern Adaptive and Intelligent Digital Learning Systems: Mechanisms and Potential by Konstantin A. Skvorchevsky, Olga V. Dyatlova

“…In conclusion, the prospects of using artificial intelligence and collaborative tools in creating and improving adaptive systems are described, emphasizing the need for interdisciplinary collaboration and consideration of complex cognitive process models while creating and testing the systems.…”
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ORGANIC FARMING POTENTIAL FOR CLIMATE CHANGE RESILIENCE AND ADAPTATION IN BULGARIA by Dobri DUNCHEV, Rositsa BELUHOVA-UZUNOVA

“…The paper focuses on exploring the potential of organic farming in the context of climate change efforts. Given the complex influences, the study emphasizes the need to assess the benefits and challenges of organic farming while identifying opportunities for mitigating climate change. …”
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Dynamic Relevance-Weighting-Based Width-Adaptive Auto-Encoder by Malak Almejalli, Ouiem Bchir, Mohamed Maher Ben Ismail

“…A newly formulated cost function governs this dual optimization, allowing the hidden layer to expand or contract based on the complexity of the input data. This adaptability results in a more compact and expressive latent representation, making the model particularly effective in handling diverse and complex recognition tasks. …”
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Domain- and Language-Adaptable Natural Language Interface for Property Graphs by Ioannis Tsampos, Emmanouil Marakakis

“…The schema-agnostic design enables adaptation across domains and languages. Our system supports single- and multi-hop queries, conjunctions, comparisons, aggregations, and complex questions through an explainable process. …”
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Circle Detection with Adaptive Parameterization: A Bottom-Up Approach by Lin Han, Yan Zhuang, Ke Chen, Yuhua Xie, Guoliang Liao, Guangfu Yin, Jiangli Lin

“…The algorithm implements a local stochastic sampling strategy integrated with a bottom-up circular search mechanism, with all critical parameters in the algorithm derived adaptively based on λ and K, eliminating the need for repetitive hyperparameter search processes. …”
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Adapting to uncertainty: navigating the pandemic with green and traditional HR practices by Ume Sumayya, Ume Amen, Irfan Hameed

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Self-trainable and adaptive sensor intelligence for selective data generation by Arghavan Rezvani, Wenjun Huang, Hanning Chen, Yang Ni, Mohsen Imani

“…Our approach allows near-sensor models to dynamically fine-tune their parameters post-deployment using online learning, eliminating the need for extensive pre-labeling and training. Through a sequential training and execution process, the framework achieves continuous adaptability without prior knowledge of the deployment environment. …”
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Neuromuscular adaptations to resistance training in elite versus recreational athletes by Sumaira Aslam, Jean De Dieu Habyarimana, Shi Yong Bin

“…Genetic predispositions and training history further modulate adaptations. Fatigue, recovery, and injury risk differ between groups, underscoring the need for tailored monitoring and recovery strategies. …”
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Ornstein–Uhlenbeck Adaptation as a Mechanism for Learning in Brains and Machines by Jesús García Fernández, Nasir Ahmad, Marcel van Gerven

“…While modern intelligent systems typically rely on gradient descent for learning, the need for exact gradients and complex information flow makes its implementation in biological and neuromorphic systems challenging. …”
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Consideration of people’s design preferences for the development of adaptive user interfaces by Brandenburger Jessica, Janneck Monique

“…Adaptive user interfaces enable the display of user-specific, relevant information in complex interactive systems. …”
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Online Testing of Dynamic Reconfigurations w.r.t. Adaptation Policies by Frederic Dadeau, Jean-Philippe Gros, Olga Kouchnarenko

“…Self-adaptation of complex systems is a very active domain of research with numerous application domains. …”
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Adaptive Top-K Algorithm for Medical Conversational Diagnostic Model by Yiqing Yang, Guoyin Zhang, Yanxia Wu, Zhixiang Zhao, Yan Fu

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