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Acceleration of Urdu Optical Character Recognition on Zynq UltraScale+ MPSoC Using Deep Convolutional Neural Network
Published 2025-01-01“…Deploying deep learning–based optical character recognition (OCR) systems for low-resource, complex-script languages like Urdu remains a major challenge due to high computational costs, lack of annotated datasets, and limited hardware support for real-time applications. …”
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Enhanced Cleft Lip and Palate Classification Using SigLIP 2: A Comparative Study with Vision Transformers and Siamese Networks
Published 2025-04-01“…This paper extends our previous work on cleft lip and/or palate (CL/P) classification, which employed vision transformers (ViTs) and Siamese neural networks. …”
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RU-OLD: A Comprehensive Analysis of Offensive Language Detection in Roman Urdu Using Hybrid Machine Learning, Deep Learning, and Transformer Models
Published 2025-06-01“…Of all the ML models—Random Forest (RF), Logistic Regression (LR), Support Vector Machine (SVM), and Naïve Bayes (NB)—the best performance was achieved by the same SVM. …”
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Enhanced YOLOv8 for Robust Pig Detection and Counting in Complex Agricultural Environments
Published 2025-07-01“…Experimental results on a comprehensive dataset spanning diverse agricultural scenarios (nighttime, controlled indoor, and natural daylight environments with density variations from 4 to 30 pigs) demonstrate our method achieves 94.2% mAP@0.5 for detection performance and 96.8% counting accuracy, representing 12.3% and 15.7% improvements compared to the strongest baseline, YOLOv11n. This work enables robust, accurate pig counting across challenging agricultural environments, supporting precision livestock management.…”
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Fast Prediction for Roll Motion of a Damaged Ship Based on SVR
Published 2025-07-01“…ANSYS-AQWA is applied to analyze the rolling motion response of the damaged ship DTMB5415 under various working conditions. The results are compared with those in exiting literature to validate the practicality of the hydrodynamic model. …”
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Pasithea-1: An Energy-Efficient Sequential Reconfigurable Array With CPU-Like Programmability
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Technical note: A comparative study of chemistry schemes for volcanic sulfur dioxide in Lagrangian transport simulations – a case study of the 2019 Raikoke eruption
Published 2025-04-01“…We consider this work to be an important step forward to support future research on emission source reconstruction involving nonlinear chemical processes.…”
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Evaluating the efficacy of Amanda: A voice-based large language model chatbot for relationship challenges
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Machine learning-based risk of fall estimation using insole with force sensors while performing a sequence of activities in the TUG test
Published 2024-12-01“…Several methods combining biomedical and computer-based approaches have been used to address the risk of falls among the elderly using instrumented insoles. …”
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SANA: Sentiment analysis on newspapers comments in Algeria
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ON THE EXPEDIENCY AND DIRECTIONS OF IMPROVING THE METHODOLOGY OF TEACHING STUDENTS MATERIAL OF THE CONTENT LINE "FUNCTIONS AND THEIR GRAPHS"
Published 2022-07-01“…To improve the methodology of teaching students the material of the content line "Functions and their graphs" it seems natural to use modern computer technologies. Teachers are currently actively using modern electronic tools for teaching mathematics, but need methodological support for their application in the educational process. …”
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Occluded face recognition using optimum features based on efficient preprocessing and machine learning
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Enhanced Kidney Stone Detection and Classification Using SVM and LBP Features
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Enhanced Disc Herniation Classification Using Grey Wolf Optimization Based on Hybrid Feature Extraction and Deep Learning Methods
Published 2024-12-01“…Due to the increasing number of people working at computers in professional settings, the incidence of lumbar disc herniation is increasing. …”
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