RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations حسب Kateryna Tymoshenko (19691680)

الموضوعات:

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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Comparative Study on Arabic Text Classification: Challenges and Opportunities حسب Abualigah, Laith

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Ensemble Stacking Model for Sentiment Analysis of Emirati and Arabic Dialects حسب A. Al Shamsi, Arwa

"…The proposed ensemble stacking deep learning model was assessed on four datasets, three versions of the ESAAD Emirati Sentiment Analysis Annotated Dataset, two versions of Twitter-based Benchmark Arabic Sentiment Analysis Dataset (ASAD), an Arabic Company Reviews dataset, and an English dataset known as a Preprocessed Sentiment Analysis Dataset PSAD. …"
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Learning-Based Space-Time Adaptive Processing حسب El Khatib, Alaa

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Global User-Level Perception of COVID-19 Contact Tracing Applications: Data-Driven Approach Using Natural Language Processing حسب Kashif Ahmad (12592762)

"…As a proof of concept, we also developed a web application based on the proposed solutions, which is expected to help the community quickly analyze the potential of an application in the domain.…"

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

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Artificial intelligence in medical referrals triage based on Clinical Prioritization Criteria حسب Ahmad Abdel-Hafez (17289934)

"…We have developed a method using artificial intelligence to automate the process of categorizing medical referrals based on clinical prioritization criteria (CPC) guidelines. …"

Machine Learning–Based Approach for Identifying Research Gaps: COVID-19 as a Case Study حسب Alaa Abd-alrazaq (17058018)

Text-to-picture tools, systems, and approaches: a survey حسب Jezia Zakraoui (14151399)

"…We also compared these systems based on a set of criteria, mainly natural language processing, natural language understanding, and input/output modalities. …"

A systematic review of text classification research based on deep learning models in Arabic language حسب Wahdan, Ahlam

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Arabic Text Classification Using Modified Artificial Bee Colony Algorithm for Sentiment Analysis: The Case of Jordanian Dialect حسب Habeeb, Abdallah

"…Based on the need to work on Arabic text sentiment analysis problem, the case of the Jordanian dialect. …"
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A Systematic Literature Review on Phishing Email Detection Using Natural Language Processing Techniques حسب SALLOUM, SAID

"…We study the key research areas in phishing email detection using NLP, machine learning algorithms used in phishing detection email, text features in phishing emails, datasets and resources that have been used in phishing emails, and the evaluation criteria. …"
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Cyberbullying Detection in Arabic Text using Deep Learning حسب ALBAYARI, REEM RAMADAN SA’ID

"…The application of DL to cyberbullying detection problems within Arabic text classification can be considered a novel approach due to the complexity of the problem and the tedious process involved, besides the scarcity of relevant research studies. …"
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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. …"

Exploiting Functional Discourse Grammar to Enhance Complex Arabic Relation Extraction using a Hybrid Semantic Knowledge Base - Machine Learning Approach حسب OSMAN, TAHA

الموضوعات: "…CCS Concepts: • Information systems → Information extraction; Additional Key Words and Phrases: Arabic relation extraction, Natural Language Processing, semantic web base, Functional Discourse Grammar, hybrid knowledge-based machine learning classification…"
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Enhancing Students’ Learning and Engagement through Formative Assessment using Online Learning Tools حسب Elbasyouny, Tariq Refaat Bahieldeen

الموضوعات: "…students’ learning…"
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