Goal-oriented autonomous decision-making for social robots via collaborative interactive inverse reinforcement learning approach by Mingyue Luo, Hui Li, Wanbo Luo, Hewei Li, Jianan Li

“…Considering the longitudinal dominant navigation task of pedestrians in real-world scenarios, this study constructs a realistic training environment to validate the longitudinal and lateral dominant navigation tasks of the GO-ADM. …”
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Aging-Invariant Sheep Face Recognition Through Feature Decoupling by Suhui Liu, Chuanzhong Xuan, Zhaohui Tang, Guangpu Wang, Xinyu Gao, Zhipan Wang

“…To address this limitation, we propose the lifelong biometric learning of the sheep face network (LBL-SheepNet), a feature decoupling network designed for continuous adaptation to ovine facial changes, and constructed a dataset of 31,200 images from 55 sheep tracked monthly from 1 to 12 months of age. …”
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Therapeutic efficacy of 5-alkylresorcinol on progression of colorectal cancer by activating HCLS1 and suppressing TLR4/MYD88/NF-κB signaling by Chun Yang, Jun Yang, Heng Li, Wan Fan, Jian Wang

“…Hub genes were identified through GO and KEGG enrichment analyses. Construct the overexpression plasmid and interference plasmid of HCLS1, and transfect them into HCT116 cells. …”
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Neuropilin-1/GIPC1 signaling regulates alpha5beta1 integrin traffic and function in endothelial cells. by Donatella Valdembri, Patrick T Caswell, Kurt I Anderson, Juliane P Schwarz, Ireen König, Elena Astanina, Francesca Caccavari, Jim C Norman, Martin J Humphries, Federico Bussolino, Guido Serini

“…Taken together, these data suggest that the vascular phenotype caused by the loss of Nrp1 could be due to a VEGF-A164/SEMA3A-independent function of Nrp1 in ECs, such as adhesion to the extracellular matrix. By using RNA interference and rescue with wild-type and mutant constructs, we show here that Nrp1 through its cytoplasmic SEA motif and independently of VEGF-A165 and SEMA3A specifically promotes alpha5beta1-integrin-mediated EC adhesion to fibronectin that is crucial for vascular development. …”
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siRNA-mediated silencing of bFGF gene inhibits the proliferation, migration, and invasion of human pituitary adenoma cells by Kai Zhou, Yan-Dong Fan, Serick Duysenbi, Peng-Fei Wu, Zhao-Hai Feng, Zheng Qian, Ting-Rong Zhang

“…The basic fibroblast growth factor silencing interference plasmid was constructed, and the human pituitary adenoma cells were transfected and assigned as basic fibroblast growth factor–small interfering RNA, negative control–small interfering RNA, and blank groups. …”
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Unmanned aerial vehicle image detection of maize-YOLOv8n seedling leakage by Jiaxin Gao, Feng Tan, Jiapeng Cui, Zhaolong Hou

“…Based on these calculations, an improved Maize-YOLOv8n model was employed to detect actual seedling emergence.ResultsThe experimental results demonstrate that the new model achieved superior performance on a self-constructed dataset, with a mean average precision (mAP) of 97.4%, precision (P) of 94.3%, recall (R) of 93.1%, and an F1 score of 93.7%. …”
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Block Copolymer Nanomicelle-Encapsulated Curcumin Attenuates Cerebral Ischemia Injury and Affects Stem Cell Marker Expression by Inhibiting lncRNA GAS5 by Fengguang Li, Yan Xu, Xinghua Wang, Xuan Cai, Wanli Li, Wei Cheng, Xing Li, Gangli Yan

“…It is of great importance to actively investigate the protective mechanism of cerebral ischemia injury after IS (ischemic stroke). We constructed cerebral ischemia injury models in vivo MACO rat and in vitro (oxygen-glucose deprivation cell model) and set up different interference groups. …”
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Investigation of an Efficient Multi-Class Cotton Leaf Disease Detection Algorithm That Leverages YOLOv11 by Fangyu Hu, Mairheba Abula, Di Wang, Xuan Li, Ning Yan, Qu Xie, Xuedong Zhang

“…A database comprising 3000 images covering six types of cotton leaf diseases was constructed, and data augmentation techniques were applied. …”
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Adversarial Sample Generation Method Based on Frequency Domain Transformation and Channel Awareness by Yalin Gao, Dongwei Xu, Huiyan Zhu, Qi Xuan

“…In OFDM wireless communication systems, low-resolution channel characteristics and noise interference pose significant challenges to accurate channel estimation. …”
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Critical factors to predict efficacy of orthokeratology in inhibiting axial elongation in myopic children by Yuanqi Deng, Xuewei Li, Mingwei Zhao, Yan Li, Kai Wang

“…Linear mixed effect model was constructed to identify factors associated with ALE. …”
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Enhancing lipid production in Nannochloropsis salina via RNAi-mediated downregulation of carbohydrate biosynthesis by Hyun Gi Koh, Kyungmoon Park, See-Hyoung Park, Minsik Kim, Nam Kyu Kang

“…After confirming the presence of core RNAi machinery (Argonaute, Dicer, and RDR) in N. salina, an RNAi construct targeting UGPase was introduced. Two transformants, NsRiUGPase 5 and NsRiUGPase 26, were selected through McrBC-PCR and qRT-PCR screening based on reduced methylation-sensitive PCR band intensity and UGPase transcript levels. …”
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Edge Artificial Intelligence Device in Real-Time Endoscopy for the Classification of Colonic Neoplasms by Eun Jeong Gong, Chang Seok Bang

“…Recent advancements in medical AI emphasize decentralized architectures using edge computing devices, enhancing accessibility and real-time performance. This study aims to construct and evaluate a deep learning-based colonoscopy image classification model for automatic histologic categorization for real-time use on edge computing hardware. …”
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ERBB3-related gene PBX1 is associated with prognosis in patients with HER2-positive breast cancer by Shufen Mo, Haiming Zhong, Weiping Dai, Yuanyuan Li, Bin Qi, Taidong Li, Yongguang Cai

“…Three algorithms, LASSO, RandomForest and XGBoost were combined to identify the signature genes. we construct risk models and generate ROC curves for prediction. …”
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CircTLK1 alleviates oxygen-glucose deprivation/reperfusion induced apoptosis in HK-2 cells through miR-136-5p/Bcl2 signal axis by Liting Kuang, Anshang Lu, Shaojuan Yao

“…The circTLK1-miRNAs-mRNAs network was constructed following the ceRNA mechanism and visualized by Cytoscape software to investigate the mechanism of circTLK1 in AKI. …”
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Application of artificial intelligence sensor and visual image technology in the analysis of hydrophilic space landscape characteristics by Dayan Li

“…Combined with the key nodes of 3D object AI feature recognition, multi-sensor collaborative Dempster Shafer evidence theory and 3D convolutional neural network waterfront space landscape feature recognition sub-model are constructed, and the waterfront space landscape recognition analysis model is tested and analyzed. …”
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Structural Equation Model-Based Selection and Strength Co-Relation of Variables for Work Performance Efficiency Under Traffic Noise Exposure by Manoj Mansing YADAV, Bhaven TANDEL

“…The associations between the individual latent factors were studied by the structural equation model method in AMOS software. Validation of the constructed model was carried out by testing the proposed hypothesis as well as goodness-of-fit indices like Absolute fit, Incremental fit, and Parsimonious fit indices. …”
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DFN-YOLO: Detecting Narrowband Signals in Broadband Spectrum by Kun Jiang, Kexiao Peng, Yuan Feng, Xia Guo, Zuping Tang

“…To support this task, a signal detection dataset is constructed and utilized to evaluate the performance of DFN-YOLO. …”
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Seeking, Negotiating and Generating Common Ground. Micro Analyses of Communication Dynamics with a View to Emergent Cooperation by Rita Kéri

“…The paper presents a field study that looked at teaching contexts as instances of joint knowledge construction. The study was part of a larger enterprise in the vein of grounded theory, exploring qualitative connections between communication dynamics and evolving cooperation patterns, aiming to provide feedback to theories on the overall relationship between communication and cooperation. …”
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Graphene Film for Multifunctional Graphene‐Based Thermal Interface Material with Bidirectional High Thermal Conductivity by Sihua Guo, Minghe Wang, Yuanyuan Wang, Jin Chen, Kristoffer Harr, Lijie He, Yong Zhang, Yan Zhang, Bin Wei, Johan Liu

“…This study introduces an environmentally friendly strategy to construct an effective thermal conductive path by assembling and stacking recycled graphene strips (GS) under external mechanical force and using them as reinforcement to strengthen epoxy resin (EP) composites. …”
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circCIMT Silencing Promotes Cadmium‐Induced Malignant Transformation of Lung Epithelial Cells Through the DNA Base Excision Repair Pathway by Meizhen Li, Wei Chen, Jinjin Cui, Qiuyi Lin, Yufei Liu, Huixian Zeng, Qiuhan Hua, Yihui Ling, Xiaodi Qin, Yindai Zhang, Xueqi Li, Tianshu Lin, Lihua Huang, Yiguo Jiang

“…Here, a Cd‐induced malignant transformation model in mouse lungs and bronchial epithelial cell lines is constructed, and differences in the expression of non‐coding circRNAs are analyzed. …”
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