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Not stated in source 2024 Needs review Available

Becoming the Cyberattacker: Active Defense for the Electric Grid

Author
Amr Mohamed Saber Mohamed
University
University of Toronto
Country
Canada
Main specialisation
Reinforcement Learning › Predictive Analytics & Time Series

Understanding the threat landscape of cyber-physical systems is crucial for developing effective defenses against emerging, highly sophisticated cyber threats. This understanding demands two essential components: the ability to predict the sophisticated behavi…

Not stated in source 2024 Needs review Available

Large Language Models on Software Refactoring

Author
Mikko Metsola
University
Tampere University
Country
Finland
Main specialisation
Natural Language Processing › Large Language Models

The recent surge in popularity of large language models (LLM) such as OpenAI's GPT series of models has raised interest in the application of artificial intelligence (AI) in different fields, including software engineering. AI-powered programming assistants an…

Not stated in source 2024 Needs review

Improve the efficiency of conditional generative models

Author
Yanwu Xu
University
Boston University
Country
United States
Main specialisation
AI in Healthcare › Medical Image Analysis

Deep generative models have undergone significant advancements, enabling the production of high-fidelity data across various fields, including computer vision and medical imaging. The availability of paired annotations facilitates a controllable generative pro…

Not stated in source 2024 Needs review

A Support System for Diacritic-aware Classical Arabic Language Processing: Integration of Speech, Text, and Vision Modalities

Author
Adel AbdelSabour Ahmad Aly
University
University of Washington
Country
United States
Main specialisation
Natural Language Processing › Large Language Models

Artificial intelligence (AI) impresses us daily, outperforming humans in complex games and tasks. Yet, AI and Large Language Models (LLMs) stumble to grasp a language that is thousands of years old. It's Arabic, where subtle diacritical marks can completely al…

Not stated in source 2023 Needs review Available

Towards robust real-world historical handwriting recognition

Author
Mahya Ameryan
University
University of Groningen / Centre for Information Technology
Country
Netherlands
Main specialisation
Computer Vision › Image Classification

Historical manuscripts embody important witnesses of cultural heritage.In recent years, libraries all over the world have scanned voluminous document collections and often made the scanned page images available online.However, especially for handwritten manusc…

Not stated in source 2023 Needs review Available

Reinforcement Learning and Dynamical Systems

Author
Björn Lindenberg
University
Not available
Country
Not available
Main specialisation
AI in Healthcare

This thesis concerns reinforcement learning and dynamical systems in finite discrete problem domains. Artificial intelligence studies through reinforcement learning involves developing models and algorithms for scenarios when there is an agent that is interact…

Not stated in source 2022 Needs review

Classification of pounds in images using neural networks convolutional

Author
Márcio Fabiano Oliveira de Moura Santos
University
Not available
Country
Not available
Main specialisation
Computer Vision › Object Detection

The literacy of deaf people is currently a major challenge that has generated many discussions in the educational context. Despite the existence of sign language (Libras), the training of people to carry out teaching activities in this area is quite scarce, an…

Not stated in source 2021 Needs review

Autonomous control of a mobile robot with incremental deep learning neural networks

Author
Isabella Glöde
University
Not available
Country
Not available
Main specialisation
Deep Learning & Neural Networks › AI in Industry

Over the last few years autonomous driving had an increasingly strong impact on the automotive industry. This created an increased need for artificial intelligence algo- rithms which allow for computers to make human-like decisions. However, a compro- mise bet…

Not stated in source 2021 Needs review

Enhanced Arabic Language Texts Classification using the Light Gradient Boosted Machine Algorithm (LIGHTGBM)

Author
عدي زياد فيصل البطاينه
University
Not available
Country
Not available
Main specialisation
Natural Language Processing › Arabic NLP

يتحرك العالم هذه الأيام بسرعة نحو تقنية الذكاء الاصطناعي (AI) حيث أن الذكاء الاصطناعي هو تقنية قوية للغاية للتعرف على أنماط احتياجات المستخدم وتحديدها وفي العديد من المجالات الرئيسية في الوقت الحاضر. كانت النصوص العربية أحد الفروع التي يجب تصنيفها واكتشافها في…

Not stated in source 2020 Needs review

Prediction of future Solar and wind Energy Generation through Artificial Neural Network models

Author
احمد علي محمد السبع
University
Not available
Country
Not available
Main specialisation
Deep Learning & Neural Networks › Predictive Analytics & Time Series

تقدم هذه الرسائل مراجعة للطرق الحديثة للتنبؤ بالجيل المستقبلي من الطاقة الشمسية وطاقة الرياح من خلال نماذج الشبكات العصبية الاصطناعية في الظروف البيئية المتقلبة, تتمثل الفكرة الرئيسية في استخدام البيانات التاريخية من مزارع الخلايا الشمسية و تور بينات الرياح لت…

Not stated in source 2020 Needs review

Applications of images anomalies detection using deep learning in department store

Author
Ram Banstola
University
University of Jyväskylä
Country
Finland
Main specialisation
AI in Healthcare › Predictive Analytics & Time Series

Deep learning is a branch of machine learning which itself is a branch of Artificial Intelligence. The use of deep learning to solve domain specific problems is on the rise. Deep learning has been successfully used to assist sales prediction in retail, disease…

Not stated in source 2020 Needs review Available

Automated Curbside Waste Collection using Advanced Computer Vision Strategies

Author
Mohammad Ali Lordifar
University
University of Guelph
Country
Canada
Main specialisation
Computer Vision › Object Detection

Computer vision is an interesting and rapidly growing area of study that is often used in conjunction with artificial intelligence (AI) methods. The number of useful applications for computer vision techniques is vast, and includes object detection, analysis o…