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. …"

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

Learning-Based Space-Time Adaptive Processing حسب El Khatib, Alaa

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

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

"…Multiple tree-based machine learning algorithms are tested with parallel computation to evaluate the performance with tunable parameters on a real-world dataset. …"

Big Data Analytics Artefact for Outcome-Based Funding Prediction in South African Public Universities حسب Al Khatib, Inas

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

Deep learning-based marine big data fusion for ocean environment monitoring: Towards shape optimization and salient objects detection حسب Sulaiman Khan (12585349)

Image-CNN Based Process Control of Profile حسب Zeinab, Zeinab Jihad

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Sulfur oxidative coupling of methane process development and its modeling via machine learning حسب Giovanni Scabbia (13751501)

"…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. …"

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

"…The current study has presented analytic data for students and teachers’ responses. Using descriptive analysis, the study reveals that using online tools in the learning process enhances the performance and engagement of the students in English subject.…"
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Difficulties and Improvements to Graph-Based Lexical Sentiment Analysis Using LISA حسب Fares, Mireille

"…Lexical sentiment analysis (LSA) underlines a family of methods combining natural language processing, machine learning, or graph navigation techniques to identify the underlying sentiments or emotions carried in textual data. …"
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RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations حسب Kateryna Tymoshenko (19691680)

الموضوعات:

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

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Enhancing waste sorting and recycling efficiency: robust deep learning-based approach for classification and detection حسب Faizul Rakib Sayem (21399890)

On the Use of Deep Learning for Video Classification حسب Atiq ur Rehman (14153391)

A learning-based approach for network selection in WLAN/3G heterogeneous network حسب Abbas, Nadine

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Regression estimation for continuous-time functional data processes with missing at random response حسب Mohamed Chaouch (17983846)