Stage-Based Remaining Useful Life Prediction for Bearings Using GNN and Correlation-Driven Feature Extraction by Guangzhong Huang, Wenping Lei, Xinmin Dong, Dongliang Zou, Shijin Chen, Xing Dong

“…First, the proposed Pearson–Spearman correlation metric, along with Kernel Principal Component Analysis (KPCA) and autoencoders, is used to group and fuse health indicators (HIs), thereby obtaining a health indicator (HI) that effectively reflects the bearing degradation process. …”
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Design and validation of a power modulation system for residential demand-side management by Aaron Goldin, Elizabeth Buechler, Ram Rajagopal, Juan M. Rivas-Davila

“…The prototype power electronics operates at efficiencies between 96.4-98.5% at full load. The system can deliver fast load power modulation with a mean average percentage error below 1.8%.…”
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DBnet: A Lightweight Dual-Backbone Target Detection Model Based on Side-Scan Sonar Images by Quanhong Ma, Shaohua Jin, Gang Bian, Yang Cui, Guoqing Liu

“…Due to the large number of parameters and high computational complexity of current target detection models, it is challenging to perform fast and accurate target detection in side-scan sonar images under the existing technical conditions, especially in environments with limited computational resources. …”
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Answer Distillation Network With Bi-Text-Image Attention for Medical Visual Question Answering by Hongfang Gong, Li Li

“…To fully utilize the candidate answer information from answer distillation network, we propose a bi-text-image attention fusion module composed of self-attention and guided attention to automatically fuse image features, question representations, and candidate answer information and achieve intra-modal and inter-modal semantic interaction. …”
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Decomposition-Aware Framework for Probabilistic and Flexible Time Series Forecasting in Aerospace Electronic Systems by Yuanhong Mao, Xin Hu, Yulang Xu, Yilin Zhang, Yunan Li, Zixiang Lu, Qiguang Miao

“…This framework integrates a decomposition-aware layer to effectively separate and fuse global trends and local variations and a temporal attention module to capture temporal dependencies dynamically. …”
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Penatalaksanaan Kista Teratoid Leher by Nadya Dwi Karsa, Sukri Rahman

“…Kista teratoid timbul dari diferensiasi ektodermal sel multipotensial sepanjang proses fusi embrionik. Kista ini lebih sering terjadi pada laki-laki pada usia dekade kedua dan ketiga. …”
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Multilevel Attention and Multiscale Feature Fusion Network for Author Classification of Chinese Ink-Wash Paintings by Wei Jiang, Xianglian Meng, Ji Xi

“…Most of the existing methods mainly solve the problem by using deep convolutional neural networks as feature extractors. …”
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OSMANLI ÂLİM VE EDİPLERİNİN KADINLAR HAKKINDAKİ ESKİ HARFLİ ESERLERİ / AN ESSAY ON OTTOMAN SCHOLARS’ AND LECTURERS’ OLD-LETTER WRITTEN WORKS ABOUT WOMEN by Recep DİKİCİ

“…Aynı zamanda bunlar arasında, tiyatro ve roman türü eserler de mevcuttur. Türkiye kütüphânelerinden tesbit ettiğimiz  bu orijinal ve ilk defa topluca verilecek çalışmaların çoğunluğu, Osmanlıca’dır. …”
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WHEAT GENETIC RESOURCES IN KYRGYZSTAN by M. Dzhunusova, D. Ten, N. Aubekerova

“…At the present time, about 80 wheat varieties bred in FSU countries are successfully passing the state variety trial. …”
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Hanefi Belh Fıkhının Ekolleşmesi by Adnan Koşum, Obaidullah Mohammadullah

“…Bu ekollerin en kadimi kuşkusuz Belh ekolüdür. Söz konusu ekol hem usul hem de füru açıdan Hanefi fıkhının gelişmesine katkıda bulunmasına rağmen birkaç spesifik makale dışında hiçbir çalışma yapılmamıştır. …”
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Attention-Based Convolutional Neural Network for Pavement Crack Detection by Haifeng Wan, Lei Gao, Manman Su, Qirun Sun, Lei Huang

“…The experiment results demonstrated that, compared with other popular models (ENet, ExFuse, FCN, LinkNet, SegNet, and UNet), for the public dataset, CrackResAttentionNet with BCE loss function and PRelu activation function achieved the best performance in terms of precision (89.40), mean IoU (71.51), recall (81.09), and F1 (85.04). …”
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ANTIREALISTINIAI ARGUMENTAI FILOSOFIJOJE by Mindaugas Japertas

“… Straipsnyje siekiama parodyti vadinamojo realizmo, kaip požiūrio į realybę, taigi ir kaip tam tikros metafizinės realybės teorijos, nekoherentiškumą, svarstant, kodėl filosofo realistinės pozicijos negalima pagrįstai laikyti nuoseklia, suvokiama ir perteikiama mūsų disponuojamais filosofijos terminais. Realizmo nekoherentiškumas atskleidžiamas kritiškai nagrinėjant teorinius keblumus, neišvengiamus "atitikimo" ir referencijos sampratoms, svarbiausioms ir įtakingiausioms realistinio požiūrio filosofijoje išraiškomis. …”
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Bi-GRCN: A Spatio-Temporal Traffic Flow Prediction Model Based on Graph Neural Network by Wenhao Jiang, Yunpeng Xiao, Yanbing Liu, Qilie Liu, Zheng Li

“…Finally, the full connection layer is used to fuse the extracted spatial features and the learned temporal features to optimize the prediction results so that the Bi-GRCN model can better extract the spatial dependence and temporal correlation of traffic flow data. …”
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Changes on Sugar and Starch Contents during Seed Development of Synergistic Sweet Corn and Implication on Seed Quality by Bhornchai Harakotr, Warisa Sutthiluk, Panumart Rithichai

“…The optimal time to harvest seeds was genotype-dependent, which were 38 DAP for triple-recessive gene (btbtsh2sh2wxwx) and single-recessive genes (BtBtsh2sh2WxWx and Sh2Sh2susuWxWx) and 42 DAP for double-recessive genes (BtBtsh2sh2wxwx). …”
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The Possible Crystallization Process in the Origin of Bacteria, Archaea, Viruses, and Mobile Elements by Akari Yoshimura, Masayuki Seki

“…Double-stranded DNA operons can fuse and stabilize through the action of specific transcription systems, leading to differentiation between the Bacteria (σ genome) and Archaea (TBP genome) domains. …”
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Walking Gait Phase Detection Based on Acceleration Signals Using Voting-Weighted Integrated Neural Network by Lei Yan, Tao Zhen, Jian-Lei Kong, Lian-Ming Wang, Xiao-Lei Zhou

“…The efficient design of the recognition method for gait information is the key issue in the current gait phase division and eigenvalues extraction research. …”
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A Hierarchical Attention Recommender System Based on Cross-Domain Social Networks by Rongmei Zhao, Xi Xiong, Xia Zu, Shenggen Ju, Zhongzhi Li, Binyong Li

“…We propose the mask mechanism to solve the cold-start issues for users and items by randomly masking some nodes in the item domain and in the social domain during the training process. …”
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Strabismus A-V Pattern by Sri Handayani Mega Putri

“…Terapi bedah diperuntukkan bagi A-V pattern yang signifikan secara klinis, atau terdapat head posture chin up dan chin down yang signifikan untuk mendapatkan fusi. Terdapat berbagai pilihan terapi strabismus A-V pattern yaitu pelemahan otot obliq, transposisi otot rektus horizontal atau rektus vertikal.…”
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Strabismus A-V Pattern by Sri Handayani Mega Putri

“…Terapi bedah diperuntukkan bagi A-V pattern yang signifikan secara klinis, atau terdapat head posture chin up dan chin down yang signifikan untuk mendapatkan fusi. Terdapat berbagai pilihan terapi strabismus A-V pattern yaitu pelemahan otot obliq, transposisi otot rektus horizontal atau rektus vertikal.…”
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A Deep Learning Based Traffic State Estimation Method for Mixed Traffic Flow Environment by Fan Ding, Yongyi Zhang, Rui Chen, Zhanwen Liu, Huachun Tan

“…SUMO is used to simulate traffic cases under different penetration rates to evaluate our scheme. …”
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