Hypernetwork link prediction method based on the SCL-CMM model by REN Yuyuan, MA Hong, LIU Shuxin, WANG Kai

“…Hypergraphs have been recognized for their ability to surpass the limitations imposed by low-order relationships. …”
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Whole brain functional connectivity: Insights from next generation neural mass modelling incorporating electrical synapses. by Michael Forrester, Sammy Petros, Oliver Cattell, Yi Ming Lai, Reuben D O'Dea, Stamatios Sotiropoulos, Stephen Coombes

“…The ready availability of brain connectome data has both inspired and facilitated the modelling of whole brain activity using networks of phenomenological neural mass models that can incorporate both interaction strength and tract length between brain regions. …”
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High-Resolution Land Use Land Cover Dataset for Meteorological Modelling—Part 2: ECOCLIMAP-SG-ML an Ensemble Land Cover Map by Thomas Rieutord, Geoffrey Bessardon, Emily Gleeson

“…The land cover ensemble members are obtained by sampling the land cover probabilities in the output of the neural network. This paper builds upon the work done in a companion paper describing the high-resolution version of ECOCLIMAP-SG, called ECOCLIMAP-SG+, used for the training and evaluation of the neural network. …”
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Human Action Recognition Method Based on Multi-channel Fusion by Zhiyong TAO, Xijun GUO, Xiaokui REN, Ying LIU, Zemin WANG

“…In this challenging context, innovative algorithms and model designs are crucial for addressing differences in CSI features between various actions and enhancing the model’s generalization ability and robustness.Method This study explores human actions’ physical and MIMO transmission characteristics, proposing a deep learning-based human action recognition method that employs a dual attention mechanism and a multi-channel, multi-scale fusion temporal convolution network to address the above challenges. …”
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Optogenetic cleavage of the Miro GTPase reveals the direct consequences of real-time loss of function in Drosophila. by Francesca Mattedi, Ethlyn Lloyd-Morris, Frank Hirth, Alessio Vagnoni

“…Rapid optogenetic cleavage of Split-Miro leads to a striking rearrangement of the mitochondrial network, which is mediated by mitochondrial interaction with the microtubules. …”
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MANAGEMENT OF ORGANIZATIONAL CONFLICTS AT RETAIL TRADE ENTERPRISES by Elena Kolesnichenko, Yana Radyukova, Yana Kulikova

“…Based on the application of the questionnaire method, it is revealed that the management style in the network of organizations under investigation is fairly democratic, and the management system is characterized by the ability to coordinate and ensure the focus of the work of personnel. …”
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StreaMD: the toolkit for high-throughput molecular dynamics simulations by Aleksandra Ivanova, Olena Mokshyna, Pavel Polishchuk

“…This tool minimizes the required knowledge for users engaging in molecular dynamics simulations and can efficiently operate across multiple servers within a network or a cluster. Notably, the tool not only automates trajectory simulation but also facilitates the computation of free binding energies for protein–ligand complexes and generates interaction fingerprints across the trajectory. …”
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Combining RNA-seq, molecular docking and experimental verification to explore the mechanism of BAM15 as a potential drug for atherosclerosis by Minghui Ma, Jiao Zhong, Yu Tai, Shuo Xu, Zejun Pei, Xin Wang

“…RNA-seq results confirmed the differential genes after BAM15 treatment and 140 common targets were identified by intersecting with AS-related targets. A protein–protein interaction (PPI) network analysis high-lighted IL1A, SRC and CSF3 as key targets of BAM15 against AS, which is further verified by molecular docking and western blot. …”
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RE-YOLO: An apple picking detection algorithm fusing receptive-field attention convolution and efficient multi-scale attention. by Jinxue Sui, Li Liu, Zuoxun Wang, Li Yang

“…This module makes the spatial semantic features uniformly distributed to each feature group through partial channel reconstruction and feature grouping, which emphasizes the interaction of spatial channels, improves the ability to detect subtle differences, can effectively discriminate the apple occlusion, and reduces the computational cost. …”
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Petiveria alliacea and Caesalpinia spinosa extracts reduce the generation of cancer-associated fibroblasts in a 3D platform representative of the tumor microenvironment by María Camila Jimenez, Paola Lasso, Susana Fiorentino, Alfonso Barreto

“…Both extracts disrupted the interaction between tumor cells and fibroblasts, reducing the ability of CAFs to support tumor growth and spread. …”
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Capacity Allocation Method for Wind-Solar-Hydro-Storage Complementary System Considering Time and Spatial Transfer Characteristics of Load by Jie WEN, Jichun LIU, Zhengnan WEN, Jianhua LI, Chenxin LI

“…At the same time, considering the market spot electricity price and the time and spatial transfer characteristics of load, a load-side model is established, and a source-grid-load interaction strategy is proposed based on multiple system indicators such as the economy and state evenness of system and the load tracking, with consideration of the randomness of wind/solar power output at source end and the system network constraints. …”
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Research on emotion recognition using sparse EEG channels and cross-subject modeling based on CNN-KAN-[Formula: see text] model. by Fan Xiong, Mengzhao Fan, Xu Yang, Chenxiao Wang, Jinli Zhou

“…Emotion recognition plays a significant role in artificial intelligence and human-computer interaction. Electroencephalography (EEG) signals, due to their ability to directly reflect brain activity, have become an essential tool in emotion recognition research. …”
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YOLOv5-DTW: Gesture recognition based on YOLOv5 and dynamic time warping for digital media design by Lu Zhao, Jing Yu

“…In the detection stage, YOLOv5 is used as the detection network, and its positioning ability is used to quickly detect the hand position. …”
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Coarse-grained model of serial dilution dynamics in synthetic human gut microbiome. by Tarun Mahajan, Sergei Maslov

“…We applied our model to: (i) calculate steady-state abundances of leave-one-out communities and use these results to infer the interaction network between strains; (ii) explore direct and indirect interactions between strains and resources by increasing concentrations of individual resources and monitoring changes in strain abundances; (iii) construct a resource supplementation protocol to maximally equalize steady-state strain abundances.…”
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TransNN-MHA: A Transformer-Based Model to Distinguish Real and Imaginary Motor Intent for Assistive Robotics by Tipu Sultan, Guangping Liu, Pascal Sikorski, Madi Babaiasl

“…Real-time applications need a high level of precision to guarantee smooth interaction and control, especially for users who depend on imagined movements. …”
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Progressive Self-Prompting Segment Anything Model for Salient Object Detection in Optical Remote Sensing Images by Xiaoning Zhang, Yi Yu, Daqun Li, Yuqing Wang

“…Recently, prompt engineering has been employed to enhance the generalization ability of networks in the Segment Anything Model (SAM), an emerging vision foundation model that has achieved remarkable success across various tasks. …”
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SmoothDectector: A Smoothed Dirichlet Multimodal Approach for Combating Fake News on Social Media by Akinlolu Oluwabusayo Ojo, Fatma Najar, Nuha Zamzami, Hanen T. Himdi, Nizar Bouguila

“…This reliance limits the ability of researchers to explore different modeling assumptions freely. …”
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Mechanical Structure Design and Motion Simulation Analysis of a Lower Limb Exoskeleton Rehabilitation Robot Based on Human–Machine Integration by Chenglong Zhao, Zhen Liu, Yuefa Ou, Liucun Zhu

“…A controller based on BP fuzzy neural network PID control is designed to ensure the stability of human walking. …”
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Exploring a circulating circRNA and miRNA biomarker panel for early detection of ovarian cancer through multiple omics analysis by Lingxi Tian, Feng Xu, Yang Lu, Zaian Deng, Yan Gao, Jun Yang

“…Through the circRNA-miRNA-mRNA regulatory network, we identified 9 circRNAs that interact with 8 miRNAs, subsequently regulating the expression of 324 mRNAs. …”
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HPRT-DETR: A High-Precision Real-Time Object Detection Algorithm for Intelligent Driving Vehicles by Xiaona Song, Bin Fan, Haichao Liu, Lijun Wang, Jinxing Niu

“…We thus propose a Deformable Attention-based Intra-scale Feature Interaction (DAIFI) module by combining the Deformable Attention mechanism with the Intra-Scale Feature Interaction module. …”
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