Raw Camera Data Object Detectors: An Optimisation for Automotive Video Processing and Transmission by Pak Hung Chan, Chuheng Wei, Anthony Huggett, Valentina Donzella

“…This conversion to RGB requires computational resource, time, power, and increases by a factor of three the amount of output data. This work investigates DNN based detection using (for training and evaluation) Bayer frames, generated from a benchmarking automotive dataset (i.e. …”
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Estimation of the Ultimate Bearing Capacity of the Rocks via Utilization of the AI-Based Frameworks by Bianca Damico, Matteo Conti

“…The hybrid model realized high accuracy for Qu estimation by considering various influencing parameters like soil properties, pile dimensions, and load conditions. The output of this study adds to the development in the area of geotechnical engineering by providing a sound methodology for Qu estimation in rock-socketed piles. …”
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Experimental Validation of Virtual Torque Sensing for Wind Turbine Gearboxes Based on Strain Measurements by Jelle Bosmans, Simone Gallas, Victor Smeets, Matteo Kirchner, Luk Geens, Jan Croes, Wim Desmet

“…Model validation and updating are performed to ensure efficient and accurate prediction of the sensor output. Finally, an augmented extended Kalman filter (AEKF) is used to combine the measured response with predictions from the model to infer the gearbox input torque. …”
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Optimizing biochar yield and composition prediction with ensemble machine learning models for sustainable production by Jingguo Gou, Ghayas Haider Sajid, Mohanad Muayad Sabri, Mohammed El-Meligy, Khalil El Hindi, Nashwan Adnan OTHMAN

“…The Bagging Regressor (BR) demonstrated superior efficacy compared over the MLR, AR, and DT models across all eight output parameters, with R2 values of 0.94, 0.93, 0.93, 0.94, 0.95, 0.90, 0.92, and 0.96 for Biochar Yield, Fixed Carbon, Volatile Matter, Ash, and ultimate composition parameters (C, H, O, and N), respectively. …”
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Chinese Mathematical Knowledge Entity Recognition Based on Linguistically Motivated Bidirectional Encoder Representation from Transformers by Wei Song, He Zheng, Shuaiqi Ma, Mingze Zhang, Wei Guo, Keqing Ning

“…First, LERT provides context-related word vectors, and then the BiGRU captures both long-distance and short-distance information, the IDCNN retrieves local information, and finally the CRF is decoded to output the corresponding labels. Experimental results show that the accuracy of this model when recognizing mathematical concepts and theorem entities is 97.22%, the recall score is 97.47%, and the F1 score is 97.34%. …”
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Equivalent Circuit Parameter Measurement of Multiphase Induction Machine by Exploitation of Space Harmonic Relations by Omer Ikram Ul Haq, R. S. Kanchan, Sjoerd G. Bosga, Luca Peretti

“…These measured parameters are used for the field-oriented control of each torque-producing vector space, whose performances are analyzed by quantifying the measured output torque error and linearity.…”
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A Nonlinear Rebalanced Control Compensation Model for Visual Information of Drivers in the Foggy Section of Expressways by Xiaolei Li, Qianghui Song

“…The paper constructs a driving visual information demand model for foggy environments based on visual information input and output, using Shannon’s theory and feedback control theory. …”
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ARRT Development for the Upcoming Human Exploration Missions by S. Hu, S. Monadjemi, J. E. Barzilla, E. Semones

“…Though vastly different in terms of data cadence, smoothness, and data gaps, all events in these data sets can be correctly processed to output organ doses and ARS risks and generate flight notes for communication within the Flight Control Team (FCT). …”
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Phase Noise Cancelation Based on Polarization Modulation for Massive MIMO-OFDM Systems by Yao Nie, Chunyan Feng, Huan Wu, Fangfang Liu, Caili Guo, Maosheng Fu

“…In massive multiple-input multiple-output (MIMO) systems, phase noise introduced by oscillators can cause severe performance loss. …”
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Diagnosis and Management of Obesity Hypoventilation Syndrome during Labor by Brandon M. Togioka, Sarah S. McConville, Rachael M Penchoen-Lind, Katie J. Schenning

“…Pregnant women experience a decrease in serum bicarbonate concentration due to progesterone-mediated hyperventilation, an increase in arterial oxygenation from increased minute ventilation and higher cardiac output, and a decrease in hemoglobin due to the physiologic anemia of pregnancy. …”
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SYNTHESIS OF VOLTAGES OF UNIFORM PWM IN TIME REGULATION by A. G. Stryzhniou, A. N. Rusakovich, A. A. Shykhau

“…These expressions allow not only to define voltage amplitude of  harmonic but also to perform qualitative assessment of harmonic composition of output voltages at time regulation. It is specified that harmonic frequencies wi = w0/q change in inverse proportion to magnitude of parameter q during a process of regulation and there is a replacement of a fundamental frequency by frequencies of higher harmonics.The offered approach allows to synthesize voltage of uniform single and multiple PWM pulses and to perform their comparative and qualitative analysis and the obtained expressions can be used at modeling of AC motor work. …”
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Global Research Hotspots in Venous Thromboembolism Anticoagulation: A Knowledge-Map Analysis from 2012 to 2021 by Jia Wang, Yang-Xi Liu, Yi-Dan Yan, Li Liu, Chi Zhang, Mang-Mang Pan, Hou-Wen Lin, Zhi-Chun Gu

“…In recent years, the research output of VTE anticoagulation gradually increased. …”
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A Novel Control Method to Improve Current Regulation and Harmonics in Navigation Dimming Power Supply by Zhang Sun, Fan Wu, Weidong Jin, Jun Wang, Yunpu Wu, Xunbing Wu, Zhongjun Wei

“…Regulating the output current and reducing the harmonic distortion are key control problems in the airport navigation dimming power supply (DPS). …”
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View of intra-city differences and its position in explaining the factors affecting the identity of urban space using logistic and differentiation methods. Case study: West and Eas... by mostafa amirfakhriyan

“…The basis of this study is based on quantitative methods that have been used for research purposes, along with qualitative methods. The output of this discussion is to achieve the identity of the city and its classification according to the purpose of the study. …”
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Design of a New Energy Microgrid Optimization Scheduling Algorithm Based on Improved Grey Relational Theory by Dong Mo, Qiuwen Li, Yan Sun, Yixin Zhuo, Fangming Deng

“…In order to solve the problem of the large-scale integration of new energy into power grid output fluctuations, this paper proposes a new energy microgrid optimization scheduling algorithm based on a two-stage robust optimization and improved grey correlation theory. …”
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PharmaLLM: A Medicine Prescriber Chatbot Exploiting Open-Source Large Language Models by Ayesha Azam, Zubaira Naz, Muhammad Usman Ghani Khan

“…PharmaLLM incorporates a multi-modal input/output mechanism, supporting both text and speech, to enhance accessibility. …”
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A Feasibility Study on Nano-Particle Properties for Signal Generation at NaI(Tl) Scintillation Detectors by Siamak Hooshmand Koochi, Ahmad Esmaili Torshabi

“…Conclusion: However, concerns may arise regarding the implementation of the necessary hardware to retrieve the produced signal as output from the nano-material component, to represent ionizing beam characteristics. …”
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Dual-Band Power Divider with Wide Suppression Band by Salman Karimi, Golshan Mohamadpour, Saeed Roshani

“…The proposed neural network has two outputs (S11 and S21), and two hidden layers with eight neurons at each layer. …”
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Strengthening STEM education through a professional development program on enhancing teachers' TPACK in selected calculus topics by Jeneveb T. Malusay, Sylvester T. Cortes, Jay M. Ontolan, Tess P. Englis, Gabriel M. Pagaran, Rhey L. Dizon

“…At the end of the PD program, teachers were tasked to present a teaching learning sequence (TLS) as the output of the PD program and as evidence of their learning. …”
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Study of kinematics of spatial 5R mechanism with 4 cyclic motion by R. T. Islamov, F. F. Khabibullin, M. R. Faizov

“…The obtained parameters displayed on the graphs of the dependences of the rotation of the input link to the output. Additionally, for an accurate calculation, an additional ghostly angle of the mechanism is taken into account. …”
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