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1
Sulfur oxidative coupling of methane process development and its modeling via machine learning
منشور في 2022"…The outcomes of the simulated process were used to design a data-driven modeling approach, based on machine learning methods, and to evaluate its interpolation accuracy. …"
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2
Using Mobile Technology for Coordinating Educational Plans and Supporting Decision Making Through Reinforcement Learning in Inclusive Settings
منشور في 2021"…The proposed work presents four significant contributions, namely identifying the key design principles to inform the design of a coordination mobile app for special education, developing and implementing the IEP-Connect mobile app, modelling the selection of a motivator as a Markov Decision Process (MDP), and proposing a Reinforcement Learning (RL) framework to recommend a motivator to be used with students with SEND in a given learning setting. …"
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3
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Computer in education. (c1994)
منشور في 1994احصل على النص الكامل
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masterThesis -
5
Multi Agent Reinforcement Learning Approach for Autonomous Fleet Management
منشور في 2019احصل على النص الكامل
doctoralThesis -
6
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Heart Disease Prediction using Machine Learning and Deep Learning Approaches
منشور في 2025"…This article performs a systematic literature review of the data mining, machine learning and deep learning approaches used for heart disease prediction, especially in proving the efficiency of the techniques in identifying the hidden patterns in the large health datasets for early diagnosis. …"
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article -
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MCDFN: supply chain demand forecasting via an explainable multi-channel data fusion network model
منشور في 2025"…We introduce the Multi-Channel Data Fusion Network (MCDFN), a novel hybrid deep learning architecture integrating multiple data modalities for superior demand forecasting. …"
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An App for Navigating Patient Transportation and Acute Stroke Care in Northwestern Ontario Using Machine Learning: Retrospective Study
منشور في 2024"…</p><h3>Methods</h3><p dir="ltr">Using historical data (2008-2020), an accurate prediction model using machine learning methods was developed and incorporated into a mobile app. …"
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Comparative Study of Deep Learning Models Versus Machine Learning Models for Wind Turbine Intelligent Health Diagnosis Systems
منشور في 2023"…Although there have been number of attempts in addressing this problem, number of gaps exist including the lack of detecting early signs of abnormal signals, deep learning (DL) solutions which are rare in this specific area of interest, the impact of number of features in convolution neural networks (CNNs) which was never studied, and the lack of comparative studies between DL versus conventional machine learning (ML) models for this problem of interest. …"
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13
Digital twin in energy industry: Proposed robust digital twin for power plant and other complex capital-intensive large engineering systems
منشور في 2022"…The data-driven approach alone is not sufficient and a low-order physics based model should operate in tandem with the updated latest system parameters to allow interpretation and enhancing the results from the data-driven process. …"
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Hate speech detection with ADHAR: a multi-dialectal hate speech corpus in Arabic
منشور في 2024"…We describe the systematic data collection methodology, followed by a rigorous annotation process involving multiple annotators per dialect. …"
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Positive Unlabelled Learning to Recognize Dishes as Named Entity
منشور في 2019"…In this research, I focus on extracting food and dish names as a named entity. With the lack of labelled data, I try to overcome the cold start and avoid manual labelling by building a lookup table from a dictionary. …"
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17
Cyberbullying Detection in Arabic Text using Deep Learning
منشور في 2023"…Data-driven approaches, such as machine learning (ML), particularly deep learning (DL), have shown promising results. …"
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18
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Adoption and Implementation of Online Learning Systems in Lebanon: Prospects and Barriers
منشور في 2018"…This study aims at obtaining a finer-grained understanding of the primary prospects and barriers to adopt and implement online education systems in Lebanon, through investigating online learning readiness and acceptance among various key stakeholders in higher education. …"
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20
Portfolio Project Management In Philanthropic Organizations
منشور في 2011"…However, most philanthropic organizations are lacking in strong strategic plans and established procedures that can support sound project or portfolio selection decisions. …"
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