Using machine learning architecture to optimize and model the treatment process for saline water level analysis حسب Arumugam, Mahendran

"…This research proposed a novel method for optimization and modelling of the treatment process for saline water based on water level data analysis using machine learning (ML) techniques. …"
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Learning-Based Space-Time Adaptive Processing حسب El Khatib, Alaa

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Remote Labs and Game-Based Learning for Process Control حسب Zaulkerman, Imran

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A Deep Learning based Process Model for Crack Detection in Pavement Structures حسب Rababaah, Aaron

"…This paper presents an investigation of the effectiveness of a Machine Deep Learning (DL) model using Convolution Neural Networks (CNN) in detecting cracks in asphalt pavement. …"
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Image-CNN Based Process Control of Profile حسب Zeinab, Zeinab Jihad

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Detection of central serous retinopathy using deep learning through retinal images حسب Syed Ale Hassan (17785655)

"…This research proposes a deep learning-based CSR detection employing two imaging techniques: OCT and fundus photography. …"

Enhancing Students’ Learning and Engagement through Formative Assessment using Online Learning Tools حسب Elbasyouny, Tariq Refaat Bahieldeen

الموضوعات: "…students’ learning…"
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Integrating rule-based approach and machine learning approach for arabic named entity recognition حسب Oudah, Mai Mohamed

"…Most of Arabic NER systems have been developed using mainly two types of approaches including Rule-based approach and Machine Learning based approach. …"
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A bottom-up outcome-based learning assessment process for accrediting computing programs حسب Harmanani, Haidar M.

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Deep Learning for the Extraction of Aspects in Textual Opinions حسب ALSEREIDI, MOHAMED SOHAIL

الموضوعات: "…aspect-based sentiment analysis, deep learning, sentiment analysis, natural language processing, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Graph Neural Networks (GNNs), rule-based methods, textual opinions…"
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A learning-based approach for network selection in WLAN/3G heterogeneous network حسب Abbas, Nadine

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Faux-Data Injection Optimization for Accelerating Data-Driven Discovery of Materials حسب Abdul Wahab Ziaullah (16027076)

"…We achieve this objective through a batch optimization technique based on faux-data injection in the BO loop. In the approach at each candidate suggestion from a typical BO loop, we “predict” the outcome, instead of running the actual experiment or DFT calculation, forming a “faux-data-point” and injecting it back to update an ML model. …"

Machine learning based approaches for intelligent adaptation and prediction in banking business processes. (c2018) حسب Tay, Bilal M.

"…Companies, nowadays, rely on systems and applications to automate their business processes and data management. In this context, the notion of integrating machine learning techniques in banking business processes has emerged, where trainable computational algorithms can be improved by learning. …"
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Investigating the Impact of Negotiated Task-Based Syllabus on Adult Learners' Oral Fluency حسب Abu Shakra, Hidar

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Enhancing the learning-to-drive process for autistic learners in Qatar حسب Wondwesen Girma Mamo (15294170)

"…The study consisted of three progressive phases: (1) Assess driving instructors' prior knowledge and practices regarding autism and driving. (2) Explore driving instructors' knowledge on autism and driving before and after an evidence-based workshop. (3) Compare the learning-to-drive process for autistic learners following 28 days of driving lessons from trained driving instructors to non-trained driving instructors. …"

Optimizing malicious website prediction: An advanced XGBoost-based machine learning model حسب Sumaira Hussain (19259669)

Improved Machine Learning for Multiclass Fault Classification in Industrial Processes حسب Khaled Dhibi (16891524)

"…The proposed methodology aims to boost any base classifier via optimization, interval-based feature selection, and intelligent binary decomposition. …"

Distributed Tree-Based Machine Learning for Short-Term Load Forecasting With Apache Spark حسب Ameema Zainab (16864263)

"…The optimal value of clustering is used in this paper to cluster the data into groups to be able to reduce the computational time additionally. Multiple tree-based machine learning algorithms are tested with parallel computation to evaluate the performance with tunable parameters on a real-world dataset. …"

The effect of using scratch software on students' learning of geometric problem solving. (c2017) حسب Hajj Ali, Bassam El-

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Role of Head of Departments and Their Impact on Teaching-Learning Process and Related Policy حسب Abou Fakhr, Najat

"…The quantitative data analysis reveals that there is clear relationship between the role of the HoDs and the overall improvement of the teaching-learning process. On the other hand, the qualitative data analysis affirms and reconsolidates the quantitative data analysis findings and also indicates the existence of clear policy regarding HoDs’ role in addition to certain challenges associated with this role like time constraints due to teaching load and teachers’ reluctant. …"
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