sEMG-based gesture recognition using multi-stream adaptive CNNs with integrated residual modules by Yutong Xia, Dawei Qiu, Cheng Zhang, Jing Liu

“…However, when processing surface electromyography data, current deep learning models still face challenges, such as insufficient effective feature extraction, poor performance in multi-gesture recognition, and low accuracy in recognizing sparse surface electromyography.MethodsTo address these issues, this study proposed a multi-stream adaptive convolutional neural networks with residual modules (MSACNN-RM) for surface electromyography gesture recognition, which integrates multiple streams of convolutional neural networks, adaptive convolutional neural networks, and residual modules to enhance the model’s feature extraction and learning capabilities. …”
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A New and Tested Ionospheric TEC Prediction Method Based on SegED-ConvLSTM by Yuanhang Liu, Yingkui Gong, Hao Zhang, Ziyue Hu, Guang Yang, Hong Yuan

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Industrial Era Islamic Education Revolution 4.0: Strategy for Optimizing ICT Integration in Curriculum Education Study Programs by Hamdan, Rusdiana, Tarwilah, Suraijiah, Rusdiah, M. Ramli

“…Using a mixed-methods approach, the research explores the effectiveness and challenges of ICT integration in enhancing pedagogical practices, student learning outcomes, and institutional strategies. …”
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LS-MambaNet: Integrating Large Strip Convolution and Mamba Network for Remote Sensing Object Detection by Lingyu Yan, Zijian He, Zhiqi Zhang, Guangqi Xie

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An Integrated Fault Detection, Classification, and Region Identification Methodology Applied to Onshore Wind Farm Collector Systems by Moises J. B. B. Davi, Mario Oleskovicz, Felipe V. Lopes

“…As the main contributions and novelties to the state-of-the-art, this paper provides: 1) pioneering insights about atypical faulty phase current behaviors in wind farm collector systems, 2) recommendations about conventional fault detection and classification methods that are most suitable for application in onshore wind farm collectors, and 3) an integrated methodology for fault detection, fault classification, and fault region identification in onshore wind farm collector systems.…”
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Epithelial and immune transcriptomic characteristics and possible regulatory mechanisms in asthma exacerbation: insights from integrated studies by Ye Liu, Yue Li, Ruhao Wu, Yu Wang, Pengfei Li, Tianci Jiang, Ke Wang, Yize Liu, Zhe Cheng

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Integrated geophysical investigation of flooding within the campus of Federal College of Education (Technical), Omoku and its environs by Agada Idoko, Johnson C. Ibuot, Moses M.M. Ekpa

“…This study investigates flooding within the campus of the Federal College of Education (Technical), Omoku, and its environs using integrated geophysical methods. Geo-electric resistivity (VES) and Electrical Resistivity Tomography (ERT) were employed to characterize subsurface properties that influence water retention, drainage, and flooding susceptibility. …”
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Integrated transcriptome and metabolome analyses reveal the differentially expressed metabolites and genes involved in lipid in olive fruits by Jipeng Qu, Zhou Xu, Zhengsong Peng, Zhenyong Chen, Tao Chen, Chunbang Ding

“…The molecular mechanisms underlying lipid variations in different olive cultivars remain unclear. …”
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Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models by Chenling Xu, Romain Lopez, Edouard Mehlman, Jeffrey Regier, Michael I Jordan, Nir Yosef

“…In contrast to existing methods, scVI and scANVI integrate multiple datasets with a single generative model that can be directly used for downstream tasks, such as differential expression. …”
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Integration of whole genome resequencing and transcriptome sequencing to identify candidate genes for tall and short traits in Baicheng Fatty chickens by Jiaqi Li, Kaixu Chen, Mengting Zhu, Jingdong Bi, Honggang Tang, Weiyi Gao

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Integration of multi agent reinforcement learning with golden jackal optimization for predicting average localization error in wireless sensor networks by K. Lakshmi Prabha, Hanan Abdullah Mengash, Hamed Alqahtani, Randa Allafi

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Initial Study of Column-Integrated Aerosol Optical Properties over Birkat al Mouz, Sultanate of Oman by Baiju Dayanandan, Nirmal Krishna, Ajay Parottil, Vinoj Velu, Ahmed Al Harrasi, Binisia Sanatan, Pawan Gupta, Tom Eck, Alexander Smirnov, Humaid AlBadi

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Dynamic evolution characteristics and influencing mechanisms of groundwater in the Zoige Plateau by Yong Liu, An-bang Huang, Hao Liu, Bo Peng, Xin Zhang, Qinqin HUANG

“…The most significant declines occurred in grassland zones, driven by wetland degradation and elevated evapotranspiration, while mountain regions showed slower losses (~0.1 cm/a) primarily supported by sustained snowmelt recharge. Through the integration of multi-source datasets, this study highlights the spatial heterogeneity and key drivers of groundwater variation, providing a robust framework for sustainable groundwater management under climatic and anthropogenic pressures in alpine wetland systems.…”
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Enhanced Sliding Mode Control for Dual MPPT Systems Integrated with Three-Level T-Type PV Inverters by Farzaneh Bagheri, Jakson Bonaldo, Naki Guler, Marco Rivera, Patrick Wheeler, Rogerio Lima

“…Further performance enhancement is achieved by integrating a classical MPPT strategy to the control framework to make it feasible for a real-case grid integration. …”
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Unveiling Novel Protein Biomarkers for Psoriasis Through Integrated Analysis of Human Plasma Proteomics and Mendelian Randomization by Mao R, Zhang T, Yang Z, Li J

“…A protein scoring system was created using the Cox proportional hazards model, and cumulative risk curves were generated to analyze psoriasis incidence variations.Results: Our study pinpointed 62 proteins significantly linked to the risk of developing psoriasis. …”
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Integrative genomic analysis and diagnostic modeling of osteoporosis: unraveling the interplay of autophagy, osteogenesis, adipogenesis, and immune infiltration by Lin-Jing Han, Jian-Zong Zhu, Jian-Zong Zhu, Hong-Cai Liu, Xiao-Sheng Lin, Xiao-Sheng Lin, Shu-Zhong Yang

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Use of integrated population models for assessing density-dependence and juvenile survival in Northern Bobwhites (Colinus virginianus) by William B. Lewis, Chloé R. Nater, Justin A. Rectenwald, D. Clay Sisson, James A. Martin

“…Our results show that integrated population models provide an attractive and flexible method for directly modeling all relevant density-dependent processes and for combining breeding and post-breeding data to estimate juvenile survival in the absence of direct data.…”
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An accessible method for implementing hierarchical models with spatio-temporal abundance data. by Beth E Ross, Mevin B Hooten, David N Koons

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Probabilistic Elastic-plastic Fracture Mechanics Analysis of Propagation of Cracks in Pipes under Internal Pressure by Belaïd Mechab, Medjahdi Malika, Mokadem Salem, Serier Boualem

“…This study presents a three dimensional finite element method analysis of semi-elliptical surface cracks in pipes under internal pressure load. …”
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A Novel Neutrosophic Integral Framework for Classroom Teaching Quality Analysis in Children’s Dance Aesthetic Education by Xinxin Li

“…We introduce several new mathematical tools: the Generalized Neutrosophic Integral (GNI), Time-Weighted Neutrosophic Integral (NTWI), Game-Theoretic Neutrosophic Integral (GTNI), and Neutrosophic Tensor Representation (NTL). …”
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