Arterial Multi-Path Green Wave Control Model Concurrently Considering Motor Vehicles and Electric Bicycles by Binbin Jing, Fan Yang

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CNN-Transformer-BiGRU: A Pump Fault Detection Model for Industrialized Recirculating Aquaculture Systems by Wei Shao, Chengquan Zhou, Dawei Sun, Chen Li, Hongbao Ye

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VDMS: An Improved Vision Transformer-Based Model for PM_2.5 Concentration Prediction by Tong Zhao, Meixia Qu

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TransBind allows precise detection of DNA-binding proteins and residues using language models and deep learning by Md Toki Tahmid, A.K.M. Mehedi Hasan, Md Shamsuzzoha Bayzid

“…To address these challenges, we introduce TransBind, an alignment-free deep learning framework that predicts DNA-binding proteins and residues directly from a single primary sequence, eliminating the need for MSAs. By leveraging features from pre-trained protein language models, TransBind effectively handles the issue of data imbalance and achieves superior performance. …”
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Enhanced Detection of Mitochondrial Heteroplasmy and DNA Hypomethylation in Adipose-Derived Mesenchymal Stem Cells Using a Novel Adaptive Sampling Protocol by Antonina Gospodinova, Yuliia Mariienko, Diana Pendicheva-Duhlenska, Soren Hayrabedyan, Krassimira Todorova

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Creating and Validating a Ground Truth Dataset of Unified Modeling Language Diagrams Using Deep Learning Techniques by Javier Torcal, Valentín Moreno, Juan Llorens, Ana Granados

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Endothelium-specific endoglin triggers astrocyte reactivity via extracellular vesicles in a mouse model of Alzheimer’s disease by Pingao Zhang, Chenghuan Song, Jiyun Shi, Zijie Wei, Jing Wang, Wanying Huang, Rui Zhang, Jintao Wang, Xiaoli Yang, Gang Wang, Xiaoling Gao, Yongfang Zhang, Hongzhuan Chen, Hao Wang

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Time–Frequency-Domain Fusion Cross-Attention Fault Diagnosis Method Based on Dynamic Modeling of Bearing Rotor System by Shiyu Xing, Zinan Wang, Rui Zhao, Xirui Guo, Aoxiang Liu, Wenfeng Liang

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Uncovering Social States in Healthy and Clinical Populations Using Digital Phenotyping and Hidden Markov Models: Observational Study by Imogen E Leaning, Andrea Costanzo, Raj Jagesar, Lianne M Reus, Pieter Jelle Visser, Martien J H Kas, Christian F Beckmann, Henricus G Ruhé, Andre F Marquand

“…We trained the HMM on a subset of HCs (91/348, 26.1%) and selected a model with socially active and inactive states. Then, we generated hidden state sequences per participant and calculated their “total dwell time,” that is, the percentage of time spent in the socially active state. …”
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Mutations in hnRNP A1 drive neurodegeneration and alternative RNA splicing of neuronal gene targets by Ansalna Ansari, Patricia A. Thibault, Hannah E. Salapa, Joseph-Patrick W.E. Clarke, Michael C. Levin

“…Herein, we utilized a novel, neuron-specific model of neurodegeneration by transducing primary mouse neurons with mutant forms of the RNA binding protein heterogeneous nuclear ribonucleoprotein A1 (hnRNP A1) identified from MS patients, including one within the M9-nuclear localization sequence of hnRNP A1 (A1(P275S)) and a second in the prion-like domain of hnRNP A1 (A1(F263S)) to test the hypothesis that neuronal hnRNP A1 dysfunction drives neurodegeneration in MS.Examination of hnRNP A1 localization in neurons revealed an increase in nucleocytoplasmic mislocalization in neurons transduced with A1(P275S), but not A1(F263S). …”
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Hybrid Transformer-Based Large Language Models for Word Sense Disambiguation in the Low-Resource Sesotho sa Leboa Language by Hlaudi Daniel Masethe, Mosima Anna Masethe, Sunday O. Ojo, Pius A. Owolawi, Fausto Giunchiglia

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The APOE isoforms differentially shape the transcriptomic and epigenomic landscapes of human microglia xenografted into a mouse model of Alzheimer’s disease by Kitty B. Murphy, Di Hu, Leen Wolfs, Susan K. Rohde, Gonzalo Leguía Fauró, Ivana Geric, Renzo Mancuso, Bart De Strooper, Sarah J. Marzi

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A Lightweight Received Signal Strength Indicator Estimation Model for Low-Power Internet of Things Devices in Constrained Indoor Networks by Samrah Arif, M. Arif Khan, Sabih ur Rehman

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Interpretability Study of Gradient Information in Individual Travel Prediction by Ziheng Su, Pengfei Zhang, Xiaohui Song, Yifan Li

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Sedimentary Characteristics and Model of Estuary Dam-Type Shallow-Water Delta Front: A Case Study of the Qing 1 Member in the Daqingzijing Area, Songliao Basin, China by Huijian Wen, Weidong Xie, Chao Wang, Shengjuan Qian, Cheng Yuan

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A Mixed-Integer Linear Programming Model for Addressing Efficient Flexible Flow Shop Scheduling Problem with Automatic Guided Vehicles Consideration by Dekun Wang, Hongxu Wu, Wengang Zheng, Yuhao Zhao, Guangdong Tian, Wenjie Wang, Dong Chen

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Influence of Modal Decomposition Algorithms on Nonlinear Time Series Machine Learning Prediction Models in Engineering: A Case Study of Subway Tunnel Settlement by Qingmeng Shen, Yuming Wu, Limin Wan, Qian Chen, Yue Li, Zichao Liao, Wenbo Wang, Feng Li, Tao Li, Jiajun Shu

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A Deep Learning-Based Approach for Predicting Michaelis Constants from Enzymatic Reactions by Yulong Li, Kai Wang

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Named Entity Recognition in Online Medical Consultation Using Deep Learning by Ze Hu, Wenjun Li, Hongyu Yang

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A Spatiotemporal-Adaptive-Network-Based Method for Predicting Axial Forces in Assembly Steel Struts with Servo System of Foundation Pits by Weiwei Liu, Jianchao Sheng, Jian Zhou, Jinbo Fu, Wangjing Yao, Kuan Chang, Zhe Wang

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