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Inductive Transfer and Deep Neural Network Learning-Based Cross-Model Method for Short-Term Load Forecasting in Smarts Grids
Published 2023“…To solve overfitting that exists with ITL, a novel weight regularized optimization approach is implemented. The proposed novel cross-model methodology is evaluated on a real-world case study of 1000 distribution nodes of an electrical grid for one-day ahead hourly forecasting. …”
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B5G: Predictive Container Auto-Scaling for Cellular Evolved Packet Core
Published 2021“…Leveraging AWS environment, we implemented and evaluated the two proposed auto-scaling models based on the attachment success rate, latency, CPU usage and RAM usage. …”
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166
Fault Coverage and Diagnosis of Protocols and Systems Modeled As Extended Finite State Machines
Published 2015Get full text
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167
A Decision Support Model for Prequalifying IPD Project Participants in Construction Projects
Published 2022Get full text
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Payload Prediction for Quadro Drone using Temporal Deep Machine Learning Models
Published 2024“…Several simulations were implemented for training, testing, and validation. Cross-validation for the models was implemented The RMSE and MAE errors were used to evaluate the loss and the accuracies. …”
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170
Development of a Best-Fit ERP Identifier Model for the Public Sector in the UAE
Published 2006Get full text
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171
Project performance rating model for water and wastewater treatment plant public projects
Published 2018“…The PPR model showed the implementation of the IPD principles to improve the performance of the case study project by a factor of 1.3. …”
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A Simple Free-Flow Traffic Model for Vehicular Intermittently Connected Networks
Published 2012“…These microscopic models are complex, and their implementations may be costly. …”
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Two Analytical Models (with Infinite Buffer) for Evaluating Performance of Gigabit Ethernet Hosts
Published 2006“…The paper gives guidelines and recommendations to address design and implementation issues. Simulation and reported experimental results show that our analytical models are valid and give a good approximation.…”
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Two Analytical Models for Evaluating Performance of Gigabit Ethernet Hosts with Finite Buffer
Published 2006“…The paper gives guidelines and recommendations to address design and implementation issues. Simulation and reported experimental results show that our analytical models are valid and give a good approximation.…”
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175
Distilling Wisdom: A Review on Optimizing Learning From Massive Language Models
Published 2025“…This survey provides a detailed discussion of the basic principles, algorithms, and implementation methods of knowledge distillation. It explores KD’s impact on LLMs, emphasizing its utility in model compression, performance enhancement, and self-improvement. …”
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Hybrid model of alternating least squares and root polynomial technique for color correction
Published 2023“…The effectiveness of the suggested hybrid color correction approach is assessed and validated in MATLAB software for each color model. Through extensive experiments, it is observed that the proposed hybrid model yields the least errors for the RGB color model. …”
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A finite element approach to model thin films in circular EHD contacts
Published 2007Get full text
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AI-based remaining useful life prediction and modelling of seawater desalination membranes
Published 2024Get full text
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179
Using Machine Learning Models for Inpatient Bed Demand Forecasting in the UAE Hospitals
Published 2024Get full text
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180
CFD Modeling of Biomass Thermal Conversion in A Novel Solar-Thermal Reactor
Published 2020Get full text
doctoralThesis