ACIVY: An Enhanced IVY Optimization Algorithm with Adaptive Cross Strategies for Complex Engineering Design and UAV Navigation by Heming Jia, Mahmoud Abdel-salam, Gang Hu

“…To address these limitations, ACIVY integrates three strategic enhancements: the crisscross strategy, enabling horizontal and vertical crossover operations for improved population diversity; the LightTrack strategy, incorporating positional memory and repulsion mechanisms for effective local optima escape; and the Top-Guided Adaptive Mutation strategy, implementing ranking-based mutation with dynamic selection pools for smooth exploration–exploitation balance. …”
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A Novel High-Fidelity Reversible Data Hiding Method Based on Adaptive Multi-pass Embedding by Xiaoxi Kong, Wenguang He, Zhanchuan Cai

“…Our approach selects the most appropriate prediction method from preset prediction errors, considering both pixel position and value characteristics. Furthermore, we implement an adaptive strategy that dynamically selects multiple iteration parameters based on pixel content to obtain more expandable prediction errors and adjusts the modification of prediction errors accordingly. …”
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FE-DIoT: IoT Device Classification Through Dynamic Feature Selection and Adaptive Cross-Network Model by Hanxi Zheng, Huanpu Yin, Haisheng Li

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Adaptability investigation of water ecological security and socio-ecological resilience in arid inland river basins, China by Xianglong Gao, Chengpeng Lu, Qi Feng, Wei Liu, Jutao Zhang

“…Based on adaptability theory, this study integrates the Water Ecological Security Index (WESI) with a comprehensive adaptability evaluation model to systematically assess the spatiotemporal dynamics and adaptive coordination between water ecological security and socio-ecological resilience in arid inland river basins from 2011 to 2021. …”
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The Effect of Credit Access on Climate Change Adaptation Strategies Among Dairy Farmers in East Java, Indonesia by Eko Nugroho, Tina Sri Purwanti, Moh Shadiqur Rahman, Nanang Febrianto, Priyo Sugeng Winarto, Nila Kamil

“…The analysis employing PSM further reveals a notable effect of credit access on climate change adaptation. Farmers with access to credit demonstrate a greater propensity to adopt and implement a greater number of climate change adaptation strategies. …”
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Early Diagnosis of Alzheimer’s Disease Using Adaptive Neuro K-Means Clustering Technique by Karan Kumar, Shweta Agrawal, Isha Suwalka, Celestine Iwendi, Cresantus N. Biamba

“…The approach integrates the Adaptive Moving Self-Organizing Map (AMSOM), a neural network technique for unsupervised training and tissue segmentation, with K-means clustering and Principal Component Analysis (PCA) for feature selection. …”
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Automated Adaptation and Stabilization of a Tunable WDM Polarization-Independent Receiver on Active Silicon Photonic Platform by Minglei Ma, Hossam Shoman, Sudip Shekhar, Nicolas A. F. Jaeger, Lukas Chrostowski

“…We demonstrate automated adaptation, and stabilization of a silicon photonic wavelength-division multiplexing (WDM), polarization-independent receiver. …”
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Prefrontal meta-control incorporating mental simulation enhances the adaptivity of reinforcement learning agents in dynamic environments by JiHun Kim, Jee Hang Lee, Jee Hang Lee, Jee Hang Lee

“…Rooted from these neuroscientific insights, we present Meta-Dyna, a novel neuroscience-inspired reinforcement learning architecture that demonstrates rapid adaptation to environmental dynamics whilst managing variable goal states and state-transition uncertainties.MethodsThis architectural framework implements prefrontal meta-control mechanisms integrated with hippocampal replay function, which in turn optimized task performance with limited experiences. …”
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Enhancing Microgrid Protection Through Adaptive Decentralized Relay Coordination: A Solution to Blinding and Sympathetic Tripping by Sujatha Balasubramanian, J. Preetha Roselyn, Prabha Sundaravadivel

“…These currents are derived from the perspective of the relay by analyzing the current and voltage measured at relay position before system fault. The proposed adaptive decentralized protection is developed and implemented in an IEEE-modified 9-bus and 14-bus system. …”
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Physarum-inspired multi-parameter adaptive routing protocol for coal mine hybrid wireless mesh networks by Guangzhi Han, Haifeng Jiang, Liansheng Lu, Shanshan Ma, Shuo Xiao

“…Physarum-inspired multi-parameter adaptive routing protocol has achieved distributed routing decision by drawing the hybrid wireless mesh network parameters into Poisson’s equation of Physarum-inspired autonomic optimization model to measure the quality of link and implements two adjustment strategies to make the protocol more adaptive. …”
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MODELING CHRONIC FILARIASIS CASES IN WEST JAVA USING A MULTIVARIATE ADAPTIVE APPROACH REGRESSION SPLINES by Ardi Kurniawan, Mochammad Firmansyah, Toha Saifudin

“…Reinfection occurs in places that have implemented POMP. Therefore, monitoring operations must be carried out to track the emergence of new cases and risk factors for transmission. …”
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Service-Level Objective-Aware Load-Adaptive Timeout: Balancing Failure Rate and Latency in Microservices Communication by Hiroki Hanada, Keisuke Ishibashi

“…The proposed method was implemented as an open-source Go library and evaluated using the Online Boutique benchmark under various load conditions. …”
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WPD-Based Noise Reduction for Microseismic Data Through Adaptive Coefficient Shrinkage and Multi-Basis Fusion by Yaqi Zhang, Zhiqiang Lan, Zheng Shi, Yuhang Xue, Jie Wang, Kun Zhu, Jian He, Xiujian Chou

“…To overcome the above barriers, we present a denoising method based on adaptive coefficient shrinkage and dynamic weighted fusion in this work. …”
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A Novel, Self-Adaptive, Multiclass Priority Algorithm with VM Clustering for Efficient Cloud Resource Allocation by Hicham Ben Alla, Said Ben Alla, Abdellah Ezzati, Abdellah Touhafi

“…To address these challenges in cloud computing environments, particularly within the infrastructure of service models, we propose a novel, self-adaptive, multiclass priority algorithm with VM clustering for resource allocation. …”
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Additive Manufacturing Oriented Parametric Design Automation of Adaptive Joint System for an Irregular Form Gridshell Structure by Jin-Ho Ahn, Nam-Hyuk Ham, Ju-Hyung Kim, Jae-Jun Kim

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Strength prediction of ECC-CES columns under eccentric compression using adaptive sampling and ML techniques by Khaled Megahed

“…This study presents an innovative method for predicting the eccentric compressive capacity of ECC-CES columns, utilizing adaptive sampling and machine learning (ML) techniques. …”
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A hybrid CNN-LSTM model with adaptive instance normalization for one shot singing voice conversion by Assila Yousuf, David Solomon George

“…This paper investigated the use of activation guidance and adaptive instance normalization techniques for one shot singing voice conversion. …”
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Explainable educational assistant integrated in Moodle: automated semantic assessment and adaptive tutoring based on NLP and XAI by William Villegas-Ch, Rommel Gutierrez, Joselin García-Ortiz, Vanessa Guevara

“…This work demonstrates that it is technically feasible to implement a fully explainable, adaptive, and efficient educational assistant for real-time operation within institutional Learning Management Systems (LMS). …”
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Urban flood mapping by fully mining and adaptive fusion of the polarimetric and spatial information of Sentinel-1 images by Qi Zhang, Xiangyun Hu

“…Then, an ML-based unsupervised classification model assisted by uncertainty analysis based on the Gaussian mixture model is designed and implemented for flood mapping at different segmentation scales. …”
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The role of integrated prawn farming in climate change adaptation in Bangladesh: ecosystem services, economic viability and barriers by Md. Asadur Rahman, Md. Mehedi Alam, Sadman Sakib, Rupesh Das, Md. Hasan Faruque

“…This study aims to evaluate the role of RPVC in climate change adaptation, its ecosystem services, and economic sustainability in Bangladesh. …”
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