Generatively optimised compact 3-DoF spherical parallel manipulator with tightly integrated actuators by Kartikeya Walia, William Navaraj, Philip Breedon

“…Performance evaluation demonstrated high precision, with mean positional errors of 0.0291 mm–0.2778 mm and orientation errors between 0.0562° and 0.3561°. …”
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Enhancing positioning accuracy in adjuvant radiotherapy for left breast cancer using cervical‐thoracic integrated bracket combined with deep inspiration breath holding by Bao Wan, Yunsong Liu, Yandong Ge, Fan Liu, Ruiao Zhao, Tantan Li, Yanxin Zhang, Wei Zhang, Fukui Huan, Xu Yang, Zhouguang Hui

“…Results Compared to the conventional BB group, the CTIB & DIBH group demonstrated significant improvements in accuracy across multiple dimensions, including left–right, superior‐posterior, and anterior–posterior directions, as well as rotational errors in the sagittal and coronal planes. The CTIB & DIBH group showed a significant reduction of setup error in the anterior–posterior direction compared to the BB & DIBH group. …”
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Performance Analysis of Precoded MIMO PLC System Based on Two-Sided Jacobi SVD by Hasna Kilani, Mohamed Tlich, Rabah Attia

“…Numerous simplifications are introduced for the reduction of the algorithm complexity. The performance of the CL MIMO PLC is evaluated in terms of bit error rate (BER), constellation error vector magnitude (EVM), and mean square error (MSE) between the constructed SVD matrices and Matlab computed ones.…”
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Human-Annotated Label Noise and Their Impact on ConvNets for Remote Sensing Image Scene Classification by Longkang Peng, Tao Wei, Xuehong Chen, Xiaobei Chen, Rui Sun, Luoma Wan, Jin Chen, Xiaolin Zhu

“…We found that 1) human-annotated label noise exhibits significant class and instance dependence; 2) an additional 1% of human-annotated label noise in training data leads to a 0.5% reduction in the overall accuracy of ConvNets classification; and 3) the error pattern of ConvNet predictions was strongly correlated with that of participant's labels. …”
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Evaluating the performance of artificial intelligence-based speech recognition for clinical documentation: a systematic review by Joel Jia Wei Ng, Eugene Wang, Xinyan Zhou, Kevin Xiang Zhou, Charlene Xing Le Goh, Gabriel Zheng Ning Sim, Hiang Khoon Tan, Serene Si Ning Goh, Qin Xiang Ng

“…Although some studies highlighted reductions in documentation time and improvements in note completeness, others noted increased editing burdens, inconsistent cost-effectiveness and persistent errors with specialized terminology or accented speech. …”
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Double Panel Structure for Active Control of Noise Transmission by Leszek MORZYŃSKI, Grzegorz SZCZEPAŃSKI

“…A multichannel FxLMS algorithm with virtual error microphone technique is used as a control algorithm. …”
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Travel Time Information on Signalized Arterials by Jinhwan Jang

“…At the 4 km study site, the annual benefits from this error reduction could amount to USD 135,200.…”
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Force tracking in robotic control systems using an online work object stiffness hybrid impedance PI control approach by Hosham Wahballa, Abubker Ahmed, Jinjun Duan, Xiaohu Chen, Lei Weining

“…The results show a clear correlation between the PI-generated signal and the force tracking error, indicating an improvement in force accuracy and a reduction in computational processing.…”
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The effect of Wrestling+ warm-up program on balance and proprioception of adolescent wrestlers by Saleh Esmailnezhad, Hasan Daneshmandi, Nader Samami, Bahman Mirzaei

“…Additionally, there was a significant reduction in proprioception errors during knee movements (p < 0.001). …”
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Comprehensive Analysis of the Influence of Technical and Biological Variations on De Novo Assembly of RNA-Seq Datasets by Gonzalez Sergio Alberto, Rivarola Maximo, Ribone Andres, Lew Sergio, Paniego Norma

“…This selection will affect the completeness of represented genes and assembled isoforms, as well as contribute to error reduction.…”
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GRVIO: Semantic-Aware Visual-Inertial Odometry for Ground Robot Platforms by Sangbum Lee, Hanyeol Lee, Chan Gook Park

“…Simulation results demonstrate that each proposed measurement model enhances localization accuracy and show the robustness of the proposed method against semantic segmentation errors and extrinsic calibration uncertainties. Furthermore, experimental results validate that GRVIO outperforms state-of-the-art VIO methods relying solely on point features, achieving an average reduction of approximately 40% in position root mean squared error compared to MSCKF, thus highlighting its capability to impose effective measurements and enhance both robustness and accuracy for ground robots.…”
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Optimizing Rotary Cement Kiln modelling: A comparative analysis of metaheuristics in a real-world application by Miguel Ángel Castán-Lascorz, Antonio Alcaide-Moreno, Jorge Arroyo

“…Results indicate that the adapted MPA is expected to achieve similar error reduction to the other methods but requires 40 % fewer evaluations, thus positioning as the most suitable for the industrial application. …”
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Real-Time TECS Gain Tuning Using Steepest Descent Method for Post-Transition Stability in Unmanned Tilt-Rotor eVTOLs by Choonghyun Lee, Ngoc Phi Nguyen, Sangjun Bae, Sung Kyung Hong

“…Simulation results demonstrate that the SD-TECS approach significantly improves control performance compared to the default PX4 TECS, achieving a 35.5% reduction in the altitude settling time, a 57.3% improvement in the airspeed settling time, and a 66.1% decrease in the integrated altitude error. …”
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SFMattingNet: A Trimap-Free Deep Image Matting Approach for Smoke and Fire Scenes by Shihui Ma, Zhaoyang Xu, Hongping Yan

“…Compared to the suboptimal approach, MODNet, our SFMattingNet method achieved an average error reduction of 12.65% in the smoke and fire matting task.…”
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Enhancing Reliability in Redundant Homogeneous Sensor Arrays with Self-X and Multidimensional Mapping by Elena Gerken, Andreas König

“…Initially, four individual TMR sensors exhibited mean absolute error (MAE) of 4.709°, 5.632°, 2.956°, and 1.749°, respectively. …”
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Microstate Dynamics in Working Memory: Exploring Spatial Information Coding of Stimulus and Behavioral Performance by Hamideh Norouzi, Mohammad Reza Daliri

“…Methods EEG and Eye‐tracking data were recorded from participants performing an MGS task at two target eccentricities (near and far). Saccade error was used as a behavioral index of WM performance. …”
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Assessing the Efficiency of Reduced Positional Games in Soccer: A Multivariate Analysis of Technical and Tactical Indicators According to Different Playing Systems by Mostafa Errama, Mustapha Bassiri, Jafaar Atifi, Said Lotfi

“…It seeks to determine how RPG optimize key indicators such as possession, passing, shooting, goals scored and error reduction, while exploring their influence on tactical synchronization and team cohesion. …”
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A Pedaling Torque Observation Approach for Sensorless Electric Bicycles by Riccardo Mandriota, Niklas Konig, Emanuele Grasso, Matthias Nienhaus

“…Also, an online low-computational effort road slope estimation method based on Kalman filtering, that accounts for cornering effect errors, is proposed. The considered approaches, that utilize wheel speed, inertial, and motor current measurements, are tested in an outdoor setting with variable slopes and curves. …”
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Meta-analysis of Genetic Parameters for Productive and Reproductive Traits in Laying Hens by Maryam Sokhan, Sheida Varkoohi, Ali Hossein Piray

“…However, estimated genetic parameters in studies with small sample sizes are associated with large standard errors. Therefore, it is recommended to combine the obtained estimates from different studies to increase the reliability of genetic parameters. …”
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A visual positioning method for tunnel boring machines in underground coal mines based on anchor net features by Xuhui ZHANG, Yunkai CHI, Yuyang DU, Junying JIANG, Wenjuan YANG, Youjun ZHAO, Jicheng WAN, Yanqun WANG, Chenhui TIAN

“…Additionally, the root mean square error (RMSE) decreased from 0.531 to 0.426, suggesting a reduction of 19.8%. …”
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