AnomLite: Efficient binary and multiclass video anomaly detection by Anna K. Zvereva, Mariam Kaprielova, Andrey Grabovoy

“…In response to these challenges, we propose AnomLite, a lightweight yet effective model designed to detect anomalies in video streams through a hybrid architecture. The initial layers of MobileNetV2 are employed for efficient spatial feature extraction, capturing low-to-mid-level features such as edges and textures, while the last hidden state of an LSTM processes temporal dependencies to identify patterns indicative of anomalies. …”
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Development an Artificial Neural Network Model for Estimating Cost of R/C Building by Using Life-Cycle Cost Function: Case Study of Mexico City by Henry E. Reyes, Juan Bojórquez, Laura Cruz-Reyes, Sonia E. Ruiz, Alfredo Reyes-Salazar, Edén Bojórquez, Manuel Barraza, Antonio Formisano, Omar Payán, José R. Torres

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Atrioventricular heart valves of indigenous cattle (bos indicus): the morphology and morphometry by Md. Nazrul Islam, Ferdaus Mohd. Altaf Hossain, Shahena Akhtar, Masud Alam

“…Harvested valves were gently packed with cotton wool to maintain the normal architecture of the leaflets and then preserved in 10% formalin solution.…”
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Review on Hollow-Core Fiber Based Multi-Gas Sensing Using Raman Spectroscopy by Qilu Nie, Zhixiong Liu, Mengen Cheng, Shilong Pei, Dexun Yang, Donglai Guo, Minghong Yang

“…The detailed discussion includes the system architecture, parameter configuration, and experimental results. …”
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A Channel Attention-Driven Optimized CNN for Efficient Early Detection of Plant Diseases in Resource Constrained Environment by Sana Parez, Naqqash Dilshad, Jong Weon Lee

“…<i>LeafNet</i> draws inspiration from the block-wise VGG19 architecture but incorporates several optimizations, including a reduced number of parameters, smaller input size, and faster inference time while maintaining competitive accuracy. …”
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Review of communication optimization methods in federated learning by YANG Zhikai, LIU Yaping, ZHANG Shuo, SUN Zhe, YAN Dingyu

“…Then, based on the factors affecting communication efficiency, existing federated learning communication optimization methods were comprehensively sorted out and analyzed from optimization objectives such as model parameter compression, model update strategies, system architecture, and communication protocols. The development trend of this research field was also presented. …”
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Exploration on the Action-Oriented Teaching Mode of Higher Vocational Political Courses under the Background of Internet + Education by Jiafang Li

“…The server-side development selects a mature B/S architecture, adopts the currently popular MVC5 development model, and uses HTML5 and MUI frameworks for mobile terminals. …”
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Reconstruction of Riser Profiles by an Underwater Robot Using Inertial Navigation by Luciano Luporini Menegaldo, Stefano Panzieri, Cassiano Neves

“…This paper proposes a kinematic model and an inertial localization system architecture for a riser inspecting robot. The robot scrolls outside the catenary riser, used for underwater petroleum exploration, and is designed to perform several nondestructive tests. …”
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Self-Organizing Mapping Neural Network Implementation Based on 3-D NAND Flash for Competitive Learning by Anyi Zhu, Lei Jin, Wen Zhou, Tianchun Ye, Zongliang Huo

“…The experimental results illustrate the excellent performance and efficiency of the proposed architecture, highlighting the potential of 3D NAND-based in-memory computing for artificial intelligence applications.…”
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Comparisons of Tensile Fracturing Behaviors of Hydraulic Fully Graded and Wet-Screened Concretes: A Mesoscale Study by Lei Xu, Yongmiao Jin, Shuaizhao Jing, Jie Liu, Yefei Huang, Changqiao Zhou

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CodeContrast: A Contrastive Learning Approach for Generating Coherent Programming Exercises by Nicolás Torres

“…By minimizing the distance between matched components and maximizing it for non-matched ones, CodeContrast learns the intricate relationships necessary to generate coherent programming exercises. Our model architecture includes three encoder networks for problem descriptions, test cases, and solutions. …”
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Study on the mechanics and self-sensing properties of ultrahigh-performance shotcrete containing waste glass aggregates by Jing Wang, Songze Wu, Yunlong Zhang, Xuesong Qian

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Integrated and streamlined microfluidic device for molecular diagnosis of pathogen through direct PCR amplification by Dohwan Lee, Tae Seok Seo

“…Direct PCR, which enables direct DNA amplification from biological samples without the need for DNA extraction and purification, streamlines the device architecture and transforms it into a more user-friendly form. …”
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Intelligent Transportation System Protocol Interoperability Evaluation by Jonas Vogt, Hans D. Schotten, Horst Wieker

“…The protocols&#x2019; architecture context evaluation displays the framework conditions. …”
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Determination and Monitoring of Key Construction Control Indices for Low-Temperature Performance of Asphalt Mixtures Based on BIM Platform by Yulong Zhao, Ying Gao, Ke Zhang, Yao Zhang, Mingce Yu

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A non-electrical pneumatic hybrid oscillator for high-frequency multimodal robotic locomotion by Genliang Chen, Yongzhou Long, Siyue Yao, Shujie Tang, Junjie Luo, Hao Wang, Zhuang Zhang, Hanqing Jiang

“…Here, we present a pneumatic hybrid oscillator that integrates a snap-through buckling beam, fabric chambers, and a switch valve into its hybrid architecture. This design creates a stiffness gradient through a soft-elastic-rigid coupling mechanism, which substantially boosts the oscillator’s frequency and broadens its versatility in robotic applications. …”
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Design of an Interleaved Boost Serial Resonant Converter With High Transformation Ratio for Fuel Cell Battery by Sen-Tung Wu, Jun-Teng Hong, Ching-Chun Chuang

“…In this study, an interleaved boost serial resonant converter with a high transformation ratio is proposed. The main architecture of this converter is a boost converter serial resonant converter, the first stage utilizes an interleaved boost converter to reduce input current ripple, In the second stage, a resonant converter is used, where power MOSFETs and rectifier diodes enable soft switching at an appropriate operating frequency. …”
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Hierarchically Structured Stimuli-Responsive Liquid Crystalline Terpolymer–Rhodamine Dye Conjugates by Samiksha Vaidya, Meenakshi Sharma, Christian Brückner, Rajeswari M. Kasi

“…We investigated how these architectural variations in these terpolymers impacted their hierarchically self-assembled mesophase properties. …”
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Receiver Jitter Tracking Characteristics in High-Speed Source Synchronous Links by Ahmed Ragab, Yang Liu, Kangmin Hu, Patrick Chiang, Samuel Palermo

“…High-speed links which employ source synchronous clocking architectures have the ability to track correlated jitter between clock and data channels up to high frequencies. …”
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PAI-1 Expression Is Required for HDACi-Induced Proliferative Arrest in ras-Transformed Renal Epithelial Cells by Stephen P. Higgins, Craig E. Higgins, Paul J. Higgins

“…Malignant transformation of mammalian cells with ras family oncogenes results in dramatic changes in cellular architecture and growth traits. The generation of flat revertants of v-K-ras-transformed renal cells by exposure to the histone deacetylase inhibitor sodium butyrate (NaB) was previously found to be dependent on transcriptional activation of the PAI-1 (SERPINE1) gene (encoding the type-1 inhibitor of urokinase and tissue-type plasminogen activators). …”
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