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Computational biomechanics of acute myocardial infarction and its treatment
Published 2015“…The biaxial mechanical data were utilized to establish material constitutive models of rat healing infarcts. …”
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A computer vision framework towards automated scene understanding & analysis
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A graph-based framework towards trading financial markets
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Software-defined pulse-doppler radar signal processing on graphics processors
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Relative orientation with limited control in close range Photogrammetry
Published 2016“…Throughout the thesis algorithms are developed which make it possible to execute all computations on computers with limited memory capacity. …”
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Hydraulic Data Preprocessing for Anomaly Based Intrusion Detection on SCADA Level of Water Treatment Systems
Published 2024“…The best performance was achieved when the preprocessed dataset was randomly split into training and testing, yielding a significant improvement in accuracy, F1 score and time to detection for both algorithms used in the study, namely Fine Tree and Boosted Trees Ensemble.…”
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Improved decoder metrics for DS-CDMA in practical 3G systems
Published 2016“…MUDs, however, suffer from high complexity, including most of sub-optimal algorithms. Hence, most commercial implementations still use conventional single-user matched filter detectors. …”
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The Egyptian Dementia Network (EDN): A Multimodal Registry for Advancing Dementia Epidemiology and Precision Research in Egypt and Other LMICs
Published 2026“…To translate multimodal registry data into potential clinical utility, a localized machine learning model, the Dementia Riskometer, was developed. …”
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The application of machine learning for computational electromagnetic solver selection
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Concept demonstrator for a decision support tool for agricultural applications
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Short term load forecasting based on hybrid artificial neural networks and particle swarm optimisation
Published 2015“…Short term load forecasts have been conducted by using various CI methods such as Artificial Neural Networks (ANNs), Genetic Algorithms (GAs), Fuzzy Logic (FL), Expert Systems (ES), and Particle Swarm Optimisation (PSO). …”
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Sensorless control of dual three-phase permanent magnet vernier machine for ship propulsion
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Improved explainability through uncertainty estimation in automatic target recognition of SAR images
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Growth-based computer aided design strategies for multimode waveguide design with the aid of functional blocks
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4D schedule generation for flat slab BIM models
Published 2017“…Planning & scheduling has made some amazing progress in the past 20 years, a period when numerous site engineers felt that utilizing formal planning was unnecessary to everyday operations and a period expending diversion. …”
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A generic computer vision human activity recognition tool.
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Money Laundering Alert Prioritisation Using Machine Learning and Benford’s Law
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