Diagnosis of depression based on facial multimodal data by Nani Jin, Renjia Ye, Peng Li

“…Traditional scale-based depression diagnosis methods often have problems of strong subjectivity and high misdiagnosis rate, so it is particularly important to develop automatic diagnostic tools based on objective indicators.MethodsThis study proposes a deep learning method that fuses multimodal data to automatically diagnose depression using facial video and audio data. …”
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Spatial-temporal load prediction of electric bus charging station based on S2TAT by Guangnian Xiao, Hailin Tong, Yaqing Shu, Anning Ni

Subjects: “…Electric bus…”
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Enhanced Human Skeleton Tracking for Improved Joint Position and Depth Accuracy in Rehabilitation Exercises by Vytautas Abromavičius, Ervinas Gisleris, Kristina Daunoravičienė, Jurgita Žižienė, Artūras Serackis, Rytis Maskeliūnas

“…The results demonstrate that adding a second video camera, rotated 90° and aimed at the subject, can compensate for depth prediction inaccuracies, reducing errors by up to 0.4 m. By using a dual-camera setup and fusing the predicted human skeletal models, it is possible to construct a complete human model even when one camera does not capture all body parts and to refine depth coordinates through error correction using a linear regression model.…”
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Multifeature Fusion Vehicle Detection Algorithm Based on Choquet Integral by Wenhui Li, Peixun Liu, Ying Wang, Hongyin Ni

“…Finally, these three features are fused together by Choquet integral. Being evaluated on public test collections and our own test images, the experimental results show that our method has achieved effective and robust multivehicle detection in complicated environments. …”
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Structural Analysis of Recombinant Human Preproinsulins by Structure Prediction, Molecular Dynamics, and Protein-Protein Docking by Sung Hun Jung, Chang-Kyu Kim, Gunhee Lee, Jonghwan Yoon, Minho Lee

“…More effective production of human insulin is important, because insulin is the main medication that is used to treat multiple types of diabetes and because many people are suffering from diabetes. …”
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KGRDR: a deep learning model based on knowledge graph and graph regularized integration for drug repositioning by Huimin Luo, Huimin Luo, Hui Yang, Hui Yang, Ge Zhang, Ge Zhang, Jianlin Wang, Jianlin Wang, Junwei Luo, Chaokun Yan, Chaokun Yan, Chaokun Yan

“…Next, the similarity features and topological features are fused by utilizing an attention-based feature fusion method. …”
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Enhanced Solubility of the Support in an FDM-Based 3D Printed Structure Using Hydrogen Peroxide under Ultrasonication by Seong Je Park, Ji Eun Lee, Jean Ho Park, Nak Kyu Lee, Min-Young Lyu, Keun Park, Myung Sool Koo, Sung Hwan Cho, Yong Son, Suk-Hee Park

“…Fused deposition modeling (FDM), one of the archetypal 3D printing processes, typically requires support structures matched to printed model parts that principally have undercut or overhung features. …”
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Reconstruction of Riser Profiles by an Underwater Robot Using Inertial Navigation by Luciano Luporini Menegaldo, Stefano Panzieri, Cassiano Neves

“…The robot scrolls outside the catenary riser, used for underwater petroleum exploration, and is designed to perform several nondestructive tests. …”
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Multi-branch convolutional neural network with cross-attention mechanism for emotion recognition by Fei Yan, Zekai Guo, Abdullah M. Iliyasu, Kaoru Hirota

“…This innovation proves effective in fusing distinctive features within a single mode and across different modes. …”
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Site Assessment of Multiple-Sensor Approaches for Buried Utility Detection by Alexander C. D. Royal, Phil R. Atkins, Michael J. Brennan, David N. Chapman, Huanhuan Chen, Anthony G. Cohn, Kae Y. Foo, Kevin F. Goddard, Russell Hayes, Tong Hao, Paul L. Lewin, Nicole Metje, Jen M. Muggleton, Adham Naji, Giovanni Orlando, Steve R. Pennock, Miles A. Redfern, Adrian J. Saul, Steve G. Swingler, Ping Wang, Christopher D. F. Rogers

“…Open-cut methods are predominantly used, in preference to trenchless technology, to effect a repair, replace or install a new section of the network. …”
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MCADFusion: a novel multi-scale convolutional attention decomposition method for enhanced infrared and visible light image fusion by Wangwei Zhang, Menghao Dai, Bin Zhou, Changhai Wang

“…Finally, image reconstruction is achieved using the restormer module. During the training phase, MCADFusion employs a two-stage strategy to optimize the network parameters, resulting in high-quality fused images. …”
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XGBoost-enhanced ensemble model using discriminative hybrid features for the prediction of sumoylation sites by Salman Khan, Sumaiya Noor, Tahir Javed, Afshan Naseem, Fahad Aslam, Salman A. AlQahtani, Nijad Ahmad

“…The model utilizes a transformer-based attention mechanism to encode peptides and extract evolutionary features through the PsePSSM-DWT approach. By fusing word embeddings with evolutionary descriptors, it applies the SHapley Additive exPlanations (SHAP) algorithm for optimal feature selection and uses eXtreme Gradient Boosting (XGBoost) for classification. …”
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Research on temperature detection method of liquor distilling pot feeding operation based on a compressed algorithm by Xiaolian LIU, Shaopeng Gong, Xiangxu Hua, Taotao Chen, Chunjiang Zhao

“…At the same time, in order to effectively reduce the occupancy of the computational resources and improve the deployment performance, this study established infrared image dataset of fermented grains surface, and fused the YOLO v5n and the knowledge distillation and the model pruning algorithms, and an lightweight method YOLO v5ns-DP was proposed as as a model for detecting temperature changes in the surface layer of fermented grains during the process of feeding the distilling. …”
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Analysis of the Evacuation Capacity of Parallel Double Running Stairs in Different Merging Form Based on Simulation by Xia-zhong Zheng, Xue-ling Xie, Dan Tian, Jian-lan Zhou, Ming Zhang

“…The evaluation model of stairs evacuation capacity is established by fusing the evacuation time and the robustness of stairs. …”
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Some Generalized Pythagorean Fuzzy Bonferroni Mean Aggregation Operators with Their Application to Multiattribute Group Decision-Making by Runtong Zhang, Jun Wang, Xiaomin Zhu, Meimei Xia, Ming Yu

“…This study develops a few aggregation operators for fusing the Pythagorean fuzzy information, and a novel approach to decision-making is introduced based on the proposed operators. …”
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Mesenchymal Stem Cells Combined with Tissue Fusion Technology Promoted Wound Healing in Porcine Bowel Anastomosis by Hong Pan, Ping Keun Lam, See W. Tong, Kevin K. Leung, Anthony Y. Teoh, Enders K. Ng

“…Five anastomoses per animal were established using LigaSure ForceTriad (Covidien, MA, USA), a tissue sealing system. …”
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Muscle Satellite Cells: Exploring the Basic Biology to Rule Them by Camila F. Almeida, Stephanie A. Fernandes, Antonio F. Ribeiro Junior, Oswaldo Keith Okamoto, Mariz Vainzof

“…Satellite cells are maintained in a quiescent state and upon requirement are activated, proliferating, and fusing with other cells to form or repair myofibers. …”
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Simulation and Optimization of Bus Interior Noise Based on Hybrid Method for Engine Vibration Load Identification by Xintao Cui, Naibin Zhai, Yufan Cao

“…Challenges of the full bus simulation include obtaining accurate engine vibration loads and building the finite element model of the full bus. …”
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Pergerakan Muhammadiyah sebagai gerakan agama, ideologis, sosial, dan ekonomi by Muhammad Luthfi Abdullah, Akhsanul In'am, Mukhammad Hasbi, Alpan Tanjung

“…Tahapan yang dilakukan dalam tinjuan sistematik literatur ini adalah; (1) pencarian pada database google scholar dengan kata kunci; (2) penyaringan dengan pembacaan abstrak artikel jurnal dan daftar isi pada buku; (3) pemilihan artikel dengan membaca keseluruhan teks dan membaca secara skiming isi jika pada buku. …”
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Bilevel Programming for Traffic Signal Coordinated Control considering Pedestrian Crossing by Dawei Li, Yuchen Song, Qiong Chen

“…Finally, the bilevel programming problem which fuses the above two models is determined; by coding an algorithm, it can be resolved. …”
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