Application of RSSD-OCYCBD Strategy in Enhanced Fault Detection of Rolling Bearing by Xiaolong Wang, Guiji Tang, Yuling He

“…The defect characteristics of rolling bearing are difficult to excavate at the incipient injury phase; in order to effectively solve this issue, an original strategy fusing recursive singular spectrum decomposition (RSSD) with optimized cyclostationary blind deconvolution (OCYCBD) is put forward to achieve fault characteristic enhanced detection. …”
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Combining Region-Guided Attention and Attribute Prediction for Thangka Image Captioning Method by Fujun Zhang, Wendong Kang, Wenjin Hu

“…To enhance the understanding of the core regions in Thangka images and improve the richness of generated content during decoding, we propose a Thangka image captioning method based on Region-Guided Feature Enhancement and Attribute Prediction (RGFEAP). …”
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Towards accurate anomaly detection for cloud system via graph-enhanced contrastive learning by Zhen Zhang, Zhe Zhu, Chen Xu, Jinyu Zhang, Shaohua Xu

“…Then, the GraphGRU processes extended temporal graph data, extracting and fusing spatiotemporal features from resource status and system topology. …”
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Detection of Adulteration of Extra Virgin Olive Oil via Laser-Induced Breakdown Spectroscopy and Ultraviolet-Visible-Near-Infrared Absorption Spectroscopy: A Comparative Study by Eleni Nanou, Marios Bekogianni, Theodoros Stamatoukos, Stelios Couris

“…The fast detection of Extra Virgin Olive Oil (EVOO) adulteration with poorer quality and lower price vegetable oils is important for the protection of consumers and the market of olive oil from fraudulent activities, the latter exhibiting an increasing trend worldwide during the last few years. …”
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Bioactive Potential of 3D-Printed Oleo-Gum-Resin Disks: B. papyrifera, C. myrrha, and S. benzoin Loading Nanooxides—TiO2, P25, Cu2O, and MoO3 by Diogo José Horst, Sergio Mazurek Tebcherani, Evaldo Toniolo Kubaski, Rogério de Almeida Vieira

“…This experimental study investigates the bioactive potential of filaments produced via hot melt extrusion (HME) and intended for fused deposition modeling (FDM) 3D printing purposes. …”
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Enhancing foundation models for scientific discovery via multimodal knowledge graph representations by Vanessa Lopez, Lam Hoang, Marcos Martinez-Galindo, Raúl Fernández-Díaz, Marco Luca Sbodio, Rodrigo Ordonez-Hurtado, Mykhaylo Zayats, Natasha Mulligan, Joao Bettencourt-Silva

“…Despite this potential, challenges and opportunities remain, including fusing multiple sequential, structural and knowledge modalities and models leveraging the strengths of each; developing scalable architectures for multi-task multi-dataset learning; creating end-to-end workflows to enhance the trustworthiness of biomedical FMs using knowledge from heterogeneous datasets and scientific literature; the domain data bottleneck and the lack of a unified representation between natural language and chemical representations; and benchmarking, specifically the transfer learning to tasks with limited data (e.g., unseen molecules and proteins, rear diseases). …”
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Multi-modal feature fusion with multi-head self-attention for epileptic EEG signals by Ning Huang, Zhengtao Xi, Yingying Jiao, Yudong Zhang, Zhuqing Jiao, Xiaona Li

“…The experimental results demonstrated that the proposed method achieves a classification accuracy of 92.76 ± 1.64% across the five-category classification task for epileptic EEG signals. …”
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Construcción de modelos tridimensionales a partir de materiales ecológicos y reciclados by Néstor Andrés Guarnizo Sánchez, Robert Gutiérrez Ortiz, Misael Fernando Ariza Rodríguez

“…La elección de materiales biodegradables, como la madera y el papel reciclado, ha fomentado su uso creativo en el proceso de diseño arquitectónico y destacado sus cualidades compositivas. Por lo tanto, se pretenden explorar desde una perspectiva creativa, a partir del método de Bruce Archer, los resultados del empleo de materiales naturales en el desarrollo de maquetas, así como el trabajo que conlleva su proceso de elaboración en tres fases: analítica, creativa y ejecutiva. …”
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IEDSFAN: information enhancement and dynamic-static fusion attention network for traffic flow forecasting by Lianfei Yu, Ziling Wang, Wenxi Yang, Zhijian Qu, Chongguang Ren

“…However, traffic flow forecasting still faces serious challenges. Most of the existing traffic flow forecasting methods are static graph convolutional networks based on prior knowledge, ignoring the special spatial–temporal dynamics of spatial–temporal data. …”
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Gambaran Kejadian Diare Akibat Infeksi Protozoa Usus pada Pasien Kemoterapi di RSUP Dr. M. Djamil Padang by Putri Awaliyah Deza, Eka Nofita, Adrial Adrial

“…Data didapatkan dari analisis feses dan rekam medik. Pengolahan data dilakukan secara manual dan disajikan dalam bentuk tabel distribusi frekuensi. …”
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Improving Industrial Quality Control: A Transfer Learning Approach to Surface Defect Detection by Ângela Semitela, Miguel Pereira, António Completo, Nuno Lau, José P. Santos

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Comparative and critical analysis of data sources used for ship traffic spatial pattern analysis in Canada and across the global Arctic by Adrian Nicoll, Jackie Dawson, Jérôme Marty, Michael Sawada, Luke Copland

“…This study presents a comprehensive comparative analysis of three primary datasets commonly employed to evaluate shipping patterns in Arctic waters: 1) Northern Canada Vessel Traffic Zone (NORDREG), 2) satellite-based Automatic Identification System (S-AIS) from a private provider, and 3) the Arctic Ship Traffic Database (ASTD). …”
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Preparation of the Digital Elevation Model using open source Geographic Information Systems tools for 3D prints by Chwiałkowski Cyprian, Zydroń Adam

“…However, a certain limitation is the process of printing itself, which depends on the availability of specialized printing equipment. In this case study, FDM (Fused Deposition Modeling) technology was used for printing, and the model itself was prepared on a Creality Ender 7 printer. …”
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Real time SOC estimation for Li-ion batteries in Electric vehicles using UKBF with online parameter identification by Selvarani Nachimuthu, Faisal Alsaif, Gunapriya Devarajan, Indragandhi Vairavasundaram

“…The UKBF is then used to estimate the SOC by fusing the battery model with noisy measurements of the battery’s voltage and current. …”
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Additive Manufacturing Technologies: An Overview about 3D Printing Methods and Future Prospects by Mariano Jiménez, Luis Romero, Iris A. Domínguez, María del Mar Espinosa, Manuel Domínguez

“…Additive manufacturing has several alternatives ranging from simple RepRap machines to complex fused metal deposition systems. …”
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One-Instant Flux Observer design for Three-Phase induction motor with reduced bound active load rejection speed controller by AKRAM HASHIM HAMEED, SHIBLY A. AL-SAMARRAIE, AMJAD JALEEL HUMAIDI

“…Moreover, three controllers have been designed. The first control design is devoted to flux control based on a backstepping controller, while the other two controllers’ design is dedicated to rotor speed control of the motor. …”
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Controlling Underwater Robots with Electronic Nervous Systems by Joseph Ayers, Nikolai Rulkov, Dan Knudsen, Yong-Bin Kim, Alexander Volkovskii, Allen Selverston

“…Electronic neurons (ENs) based on Hindmarsh–Rose (HR) dynamics can be instantiated in analogue VLSI and exhibit similar behaviour to those based on discrete components. …”
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The N-Terminal Domain of Y-Box Binding Protein-1 Induces Cell Cycle Arrest in G2/M Phase by Binding to Cyclin D1 by Payal Khandelwal, Mythili K. Padala, John Cox, Ramareddy V. Guntaka

“…To test this hypothesis the N-terminal sequence of the YB-1 was fused with the third helix of antennapedia and the green fluorescent protein. …”
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Multi-objective Particle Swarm Optimization with Integrated Fireworks Algorithm and Size Double Archiving by Yansong Zhang, Yanmin Liu, Xiaoyan Zhang, Qian Song, Aijia Ouyang, Jie Yang

“…However, similar to many other optimization algorithms, the fast convergence property of MOPSO can occasionally lead to the population entering the local optimum too soon, obstructing researchers from investigating more efficient solutions. …”
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Multi-Kinects fusion for full-body tracking in virtual reality-aided assembly simulation by Yu Wang, Fuxiang Chang, Yuanjie Wu, Ziran Hu, Lihui Li, Pengyu Li, Pu Lang, Shouwen Yao

“…Then, the tracking skeletons from multiple Kinects are fused based on weighted arithmetic average and generalized covariance intersection. …”
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