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

الموضوعات:

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

احصل على النص الكامل
احصل على النص الكامل

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

احصل على النص الكامل

Cyberbullying Detection in Arabic Text using Deep Learning حسب ALBAYARI, REEM RAMADAN SA’ID

"…For the dataset to be regarded as a benchmark, Fleiss’s Kappa metric was adopted to measure the inter-annotator agreement (IAA), and the results show that the total Fleiss Kappa coefficient is = 0.869 with a p-value of 10-3, indicating near-perfect agreement among the three annotators. 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. …"
احصل على النص الكامل

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. …"
احصل على النص الكامل
احصل على النص الكامل

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

احصل على النص الكامل

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. …"
احصل على النص الكامل
احصل على النص الكامل

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

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

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

"…This study aimed to explore the effectiveness of deep learning models, including Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Transformer-based models, and Graph Neural Networks (GNNs), in aspect-based sentiment analysis (ABSA) of textual opinions. …"
احصل على النص الكامل

Con-Detect: Detecting adversarially perturbed natural language inputs to deep classifiers through holistic analysis حسب Hassan, Ali

"…Deep Learning (DL) algorithms have shown wonders in many Natural Language Processing (NLP) tasks such as language-to-language translation, spam filtering, fake-news detection, and comprehension understanding. …"
احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل

Cyber-risk Mitigation Strategies and the Role of Artificial Intelligence in Mitigating Cyber-Risks: The Case of the United Arab Emirates Transport Sector حسب ALYAMMAHI, ALI SAEED ALI AHMED

احصل على النص الكامل

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

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. …"

Unsupervised Topical Organization of Documents using Corpus-based Text Analysis حسب Sarkissian, Sarkis

احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل

Con-Detect: Detecting Adversarially Perturbed Natural Language Inputs to Deep Classifiers Through Holistic Analysis حسب Hassan Ali (3348749)

"…<p>Deep Learning (DL) algorithms have shown wonders in many Natural Language Processing (NLP) tasks such as language-to-language translation, spam filtering, fake-news detection, and comprehension understanding. …"

Across the Spectrum In-Depth Review AI-Based Models for Phishing Detection حسب Shakeel Ahmad (702854)

"…The study reviews traditional phishing detection methods, ML and DL models, phishing datasets, and the step-by-step phishing process. …"

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. …"
احصل على النص الكامل

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

احصل على النص الكامل
احصل على النص الكامل

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

"…Among the mechanics of a BO is the use of a machine learning (ML) model that learns about the scope of the problem through data being acquired on the fly. …"