Enhancing strategic decision-making in built asset management through BIM-Enabled asset information modelling (AIM) for public buildings in Ethiopia: A fuzzy-AHP analysis by Muluken Tilahun Desbalo, Asregedew Kassa Woldesenbet

“…To develop the framework, we employed a methodology that combines the Analytic Hierarchy Process (AHP) a structured technique for organizing and analysing complex decisions with fuzzy logic, which helps handle uncertainty in experts' judgments. …”
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Real-time driver drowsiness detection using transformer architectures: a novel deep learning approach by Osama F. Hassan, Ahmed F. Ibrahim, Ahmed Gomaa, M. A. Makhlouf, B. Hafiz

“…By combining cutting-edge deep learning techniques with real-time processing capabilities, this research offers a contactless, reliable, and efficient solution for driver drowsiness detection, significantly contributing to improved road safety and accident prevention. …”
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Digitization of Medical Device Displays Using Deep Learning Models: A Comparative Study by Pedro Ferreira, Pedro Lobo, Filipa Reis, João L. Vilaça, Pedro Morais

“…With the growing number of patients living with chronic conditions, there is an increasing need for efficient systems that can automatically capture and convert medical device readings into digital data, particularly in home-based care settings. …”
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ITD-YOLO: An Improved YOLO Model for Impurities in Premium Green Tea Detection by Zezhong Ding, Yanfang Li, Bin Hu, Zhiwei Chen, Houzhen Jia, Yali Shi, Xingmin Zhang, Xuesong Zhu, Wenjie Feng, Chunwang Dong

“…At present, this sorting procedure heavily depends on manual efforts, which include high labor intensity, low sorting efficiency, and high sorting costs. In addition, the hardware performance is poor in actual production, and the model is not suitable for deployment. …”
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A quantum machine learning framework for predicting drug sensitivity in multiple myeloma using proteomic data by M. Priyadharshini, B. Deevena Raju, A. Faritha Banu, P. Jagdish Kumar, V. Murugesh, Oleg Rybin

“…QSVM employs quantum kernels to map data into a higher-dimensional Hilbert space, so that the model can detect complex patterns in MM drug resistance. qPCA reduces dimensionality without loss of important variance, and thus improves computation efficiency. …”
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Mechanistic insight for T-cell exclusion by cancer-associated fibroblasts in human lung cancer by Joseph Ackermann, Chiara Bernard, Philemon Sirven, Helene Salmon, Massimiliano Fraldi, Martine D Ben Amar

“…We reproduce that cancer-associated fibroblasts act as a barrier to tumor expansion, but also reduce the efficiency of the immune response. Our conclusion is that the final outcome depends on the parameter values for each patient and leads to either tumor invasion, persistence, or eradication as a result of the interplay between cancer cell growth, T-cell cytotoxicity, and fibroblast activity. …”
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A Review of Microreactors for Process Intensification by Crizha Ann Bugay, Mae Czarella Caballas, Steven Brian Mercado, Jason Franco Rubio, Patricia Kayla Serote, Patrick Norman Villarte, Rugi Vicente C. Rubi

“…Microreactors for process intensification transform chemical synthesis, providing precise control over reactions in compact devices and enhancing efficiency. This review article explores their application in chemical synthesis, emphasizing advantages in mixing, temperature control, and heat transfer. …”
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A Novel Black Widow Optimization Algorithm Based on Lagrange Interpolation Operator for ResNet18 by Peiyang Wei, Can Hu, Jingyi Hu, Zhibin Li, Wen Qin, Jianhong Gan, Tinghui Chen, Hongping Shu, Mingsheng Shang

“…Consequently, adjustments are generally made through trial and error, thereby making the selection of the learning rate complex and time-consuming. …”
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Apple Yield Estimation Method Based on CBAM-ECA-Deeplabv3+ Image Segmentation and Multi-Source Feature Fusion by Wenhao Cui, Yubin Lan, Jingqian Li, Lei Yang, Qi Zhou, Guotao Han, Xiao Xiao, Jing Zhao, Yongliang Qiao

“…Four structural feature ratios were extracted, visible-light and multispectral vegetation indices were calculated, and feature selection was performed using Pearson’s correlation coefficient analysis. …”
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Creation of mathematical model for estimating energy intensity of livestock wastes disinfection by Besarion C. Meskhi, Nikolay V. Limarenko, Victor P. Zharov, Boris G. Shapoval

“…Electric energy intensity is selected as a parameter characterizing the energy efficiency of the of livestock wastes disinfection process. …”
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Simulation and Analysis of Imaging Process of Phosphor Screens for X-Ray Imaging of Streak Tube Using Geant4-Based Monte Carlo Method by Zichen Wang, Riyi Lin, Yuxiang Liao, Lin Tang, Zhenhua Wu, Diwei Liu, Renbin Zhong, Kaichun Zhang

“…Meanwhile, merits such as the luminous efficiency of the selected phosphor, spatial resolution of the phosphor screen, and spatial resolution of the selected CCD sensor are analyzed. …”
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Next-Generation Vaccine Platforms: Integrating Synthetic Biology, Nanotechnology, and Systems Immunology for Improved Immunogenicity by Majid Eslami, Bahram Fadaee Dowlat, Shayan Yaghmayee, Anoosha Habibian, Saeedeh Keshavarzi, Valentyn Oksenych, Ramtin Naderian

“…At the same time, nanotechnology enables precise antigen delivery and controlled immune activation through engineered nanoparticles such as lipid-based carriers, virus-like particles, and polymeric systems to improve stability, targeting, and dose efficiency. Systems immunology aids these advancements by analyzing immune responses through multi-omics data and computational modeling, which assists in antigen selection, immune profiling, and adjuvant optimization. …”
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Impact of active to inert shielding gas transition on the corrosion behavior of wire arc additively manufactured duplex stainless steel by Elina Akbarzadeh Chiniforoush, Tahereh Gholizadeh, Mohammad Reza Jandaghi, Johan Moverare, C.Hakan Gür

“…Active shielding gases are commonly used in arc welding to enhance arc stability and efficiency, which prompted their selection in this study. …”
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Research Progress on Catalysts for Pyrolysis and Gasification of Organic Solid Waste by Jianzhi YANG, Haitao CHEN, Xing ZHU, Min LIN

“…This synergy enhances process adaptability and resource efficiency while addressing the challenges of variable feedstocks. …”
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Influence of the rotation angles on the mechanical behavior of the one reci instrument by Renaud Giess, Éric Mortier, Marie Delanoë, Romain Hocquel, Jean-Marc Martrette, Rémy Balthazard, Marin Vincent

“…Abstract Aims The reciprocity is a complex endodontic kinematic involving many parameters. …”
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Diagnosis of Power Transformer On-Load Tap Changer Mechanical Faults Based on SABO-Optimized TVFEMD and TCN-GRU Hybrid Network by Shan Wang, Zhihu Hong, Qingyun Min, Dexu Zou, Yanlin Zhao, Runze Qi, Tong Zhao

“…The framework achieves significant accuracy improvement over baseline methods while maintaining computational efficiency, validated through comprehensive mechanical fault simulations. …”
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A hybrid framework: singular value decomposition and kernel ridge regression optimized using mathematical-based fine-tuning for enhancing river water level forecasting by Iman Ahmadianfar, Aitazaz Ahsan Farooque, Mumtaz Ali, Mehdi Jamei, Mozhdeh Jamei, Zaher Mundher Yaseen

“…Statistical criteria and data visualization tools indicates that the L-SKRidge model has superior efficiency in both the Brook (achieving R = 0.970 and RMSE = 0.051) and Dunk (with R = 0.958 and RMSE = 0.039) Rivers, surpassing the performance of other hybrid and standalone frameworks. …”
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Control system architecture of an intelligent agent based on a semiotic network by M. A. Rovbo, P. S. Sorokoumov

“…The topic is relevant because group control is a complex and important task with considerable practical value. …”
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Relational model of public-private partnership in railway transport by N. F. Sirina, V. P. Pershin

“…In this case, increasing the efficiency of natural monopolies in the conjuncture of the transport market becomes the most relevant direction in government activities.The article is devoted to the issues of public-private partnership in railway transport. …”
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Helping tools for the regular expression author for test questions in LMS Moodle by O. A. Sychev, G. V. Terehov

“…The survey also shows that ability to select part of regular expression representation and see that part selected in other representations and regular expression text was very useful in linking representations together and understanding complex expressions. …”
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