Metro Station Passenger Volume Prediction Algorithm Based on Improved LSTNet Model by XU Ling, GUAN Jianbo, XU Xiwei, BAN Yong

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Diagnosis and clinical significance of prostate calcification using computed tomography by Seong Cheol Kim, Tae Young Lee, Woocheol Kang, Hoyoung Bae, Ji Hyung Yoon, Sungchan Park, Kyung Hyun Moon, Sang Hyeon Cheon, Taekmin Kwon

“…After applying exclusion criteria (prostate cancer, post-prostatectomy, indwelling urethral catheter, severe artifacts, and software errors), 4,805 patients were included in the final analysis. …”
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Compositional Mining of Multiple Object API Protocols through State Abstraction by Ziying Dai, Xiaoguang Mao, Yan Lei, Yuhua Qi, Rui Wang, Bin Gu

“…Despite their usefulness, API protocols are often unavailable in practice because writing them is cumbersome and error prone. Multiple object API protocols are more expressive than single object API protocols. …”
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An integrated approach to image quality: comparative analysis of bilinear and nearest neighbor interpolation by Wusat Ullah, Seher Ilyas, Hamza Naveed, Saalam Ali

“…Pixel transitions are critical in image processing, largely depending on interpolation methods to ensure smoothness and clarity. …”
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Navigating the Handover: Reviewing Takeover Requests in Level 3 Autonomous Vehicles by Joel Andrew Miller, Soodeh Nikan, Mohamed H. Zaki

“…Autonomous vehicles (AVs) represent a transformative advance in automotive technology, promising increased safety and efficiency by reducing human error. However, integrating human factors remains a critical challenge, especially during takeover scenarios where the human driver must re-assume control of the vehicle. …”
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Vibroacoustic Response of a Disc-Type Underwater Glider During Its Entry into Water by Zhaocheng Sun, Yanting Yu, Dong Li, Chuanlin He, Yue Zhang

“…Compared to the verification result, the relative error of the eigenfrequency derived from the numerical result is less than 3%, and then the mesh division and boundary conditions are adjusted to calculate the vibroacoustic response of a disc-type glider. …”
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KDFE: Robust KNN-Driven Fusion Estimator for LEO-SoOP Under Multi-Beam Phased-Array Dynamics by Jiaqi Yin, Ruidan Luo, Xiao Chen, Linhui Zhao, Hong Yuan, Guang Yang

“…This decision model overcomes the accuracy-robustness trade-off by matching algorithmic strengths to beam-specific dynamics, ensuring optimal performance during abrupt SNR transitions and high Doppler rates. Both simulations and field tests demonstrate KDFE’s dual superiority: Doppler estimation errors were reduced by 26.3% (vs. …”
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Artificial Intelligence Driving Innovation in Textile Defect Detection by Ahmet Ozek, Mine Seckin, Pinar Demircioglu, Ismail Bogrekci

“…Traditional inspection methods, which predominantly depend on manual processes, are limited by human error and scalability challenges. Recent advancements in artificial intelligence (AI)—encompassing computer vision, image processing, and machine learning—have transformed defect detection, delivering improved accuracy, speed, and reliability. …”
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A Gate-Level Power Estimation Approach with a Comprehensive Definition of Thresholds for Classification and Filtering of Inertial Glitch Pulses by Benjamin Villegas, Ioannis Vourkas

“…Our method demonstrated good power estimation accuracy while presenting the lowest mean absolute error among all the cells of the circuits under test and the smallest standard deviation. …”
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Students Proportional Reasoning Level in Solving Ill Structured Problem on Proportion Material in Terms of Gregorc’s Thinking Style by Yasmine Az Zahra Awwalina Pramono, Abdussakir Abdussakir, Wahyu Henky Irawan, Imam Sujarwo

“…Students with a concrete sequential (CS) thinking style showed difficulty in understanding the concept of proportional and still relied on trial-and-error approaches, indicating they are at Level 0 (Non-proportional reasoning). …”
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Urban Parking Demand Forecasting Using xLSTM-Informer Model by Jimei Ma, Zhong Wang

“…Notably, it achieves a mean absolute percentage error (MAPE) of 3.93% for vehicle entry and 8.66% for vehicle exit prediction, along with strong performance in R2, RMSE, and MAE metrics. …”
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Analysis of Digital Television Signal Reception in Combined Transmitter Antenna Systems by Hana Fatimah Zahra, Endah Setyowati, Dewi Indriati Hadi Putri

“…This study evaluates the Modulation Error Ratio (MER) values in the Jabodetabek region when channel X uses a combined transmitter antenna system. …”
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A Non‐Sigmoidal‐Curve‐Dependent Dynamic Threshold Method Improves Precipitation Phase Partitioning in the Northern Hemisphere by Lina Liu, Liping Zhang, Qin Zhang, Gangsheng Wang, Zhiling Zhou, Xiao Li, Zhenyu Tang

“…The NSDT avoids curve‐fitting errors by directly calculating thresholds from snowfall and rainfall frequency curves. …”
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Study of in situ stress inversion of deeply incised valleys considering the river evolution process by Xianliang Wang, Changgui Zhao, Fenyuan Cheng, Zhiwei Ma, Wei Qi, Yinling Dou, Hao Lan, Jianhai Zhang, Benguo He, Lingying Peng, Wei Du

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Prediction of Surface Deformation Induced by Ultra-Shallow-Buried Pilot Tunnel Construction by Caijun Liu, Xiangdong Li, Yang Yang, Xing Gao, Yupeng Shen, Peng Jing

“…A computational formula for horseshoe-shaped sections is derived and validated through field data from Kunming Rail Transit Phase I, demonstrating a 59% improvement in maximum settlement prediction accuracy (reducing error from 7.5 mm to 3.1 mm) compared to traditional methods. …”
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Subway Sudden Passenger Flow Prediction Method Based on Two Factors: Case Study of the Dongsishitiao Station in Beijing by Chengguang Xie, Xiaofeng Li, Bingfa Chen, Feng Lin, Yushun Lin, Hainan Huang

“…The optimized WNN results proved better than the conventional WNN, and the error of models based on two factors was significantly smaller than the models with a single-factor.…”
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Pressure Characteristics Analysis of the Deflector Jet Pilot Stage Under Dynamic Skewed Velocity Distribution by Zhilin Cheng, Wenjun Yang, Liangcai Zeng, Lin Wu

“…A comparative analysis shows that the proposed model aligns most closely with computational fluid dynamics results, achieving a 98% match in velocity distribution and a maximum pressure error of 1.43%. This represents an improvement of 84.98% over the normal model and 82.35% over the uniform model, confirming the superior accuracy of the dynamic skewed model in pilot stage pressure calculation.…”
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Development and Application of Automated Assembly Testing Production Line for EMU Air Springs by HOU Jintao, DI Jiancai, LIU Xiaofeng, YAO Wei

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Research on Machine Vision–Based Intelligent Tracking System for Maintenance Personnel by Yinglin Ma, Hongmei Shi, Yao Wang, Baofeng Li

“…Traditional manual monitoring demands substantial manpower and is prone to human error, whereas machine vision–based intelligent monitoring offers a promising alternative, reducing the dispatch control center (DCC) workload while enhancing safety management. …”
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Bolt loosening evaluation method based on normalized screw root equivalent stress and loosening life curve by Guangwu Yang, Han Zhao, Long Yang, Wenyang Shao, Shoune Xiao, Tao Zhu, Yuqing Yuan

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