Browsing NTNU Open by Author "Yildirim-Yayilgan, Sule"
Now showing items 1-12 of 12
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Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI
Yildirim-Yayilgan, Sule; Yamin, Muhammad Mudassar; Ali, Subhan; Abomhara, Mohamed Ali Saleh (Peer reviewed; Journal article, 2024)The widespread propagation of misinformation on social media platforms poses a significant concern, prompting substantial endeavors within the research community to develop robust detection solutions. Individuals often ... -
Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI
Hashmi, Ehtesham; Yildirim-Yayilgan, Sule; Yamin, Muhammad Mudassar; Ali, Subhan; Abomhara, Mohamed Ali Saleh (Journal article; Peer reviewed, 2024)The widespread propagation of misinformation on social media platforms poses a significant concern, prompting substantial endeavors within the research community to develop robust detection solutions. Individuals often ... -
Analyzing Amazon Products Sentiment: A Comparative Study of Machine and Deep Learning, and Transformer-Based Techniques
Ali, Hashir; Hashmi, Ehtesham; Yildirim-Yayilgan, Sule; Shaikh, Sarang (Journal article; Peer reviewed, 2024)In recent years, online shopping has surged in popularity, with customer reviews becoming a crucial aspect of the decision-making process. Reviews not only help potential customers make informed choices, but also provide ... -
Assessing the Usability of ChatGPT for Formal English Language Learning
Shaikh, Sarang; Yildirim-Yayilgan, Sule; Klimova, Blanka; Pikhart, Marcel (Journal article; Peer reviewed, 2023)Recently, the emerging technologies have been constantly shaping the education domain, especially the use of artificial intelligence (AI) for language learning, which has attracted significant attention. Many of the AI ... -
Augmenting sentiment prediction capabilities for code-mixed tweets with multilingual transformers
Hashmi, Ehtesham; Yildirim-Yayilgan, Sule; Shaikh, Sarang (Journal article; Peer reviewed, 2024)People in the modern digital era are increasingly embracing social media platforms to express their concerns and emotions in the form of reviews or comments. While positive interactions within diverse communities can ... -
Character-based Writer Verification of Ancient Hebrew Square-script Manuscripts: On Edge-direction Feature
Tobing, Tabita; Skrabánek, Pavel; Yildirim-Yayilgan, Sule; George, Sony; Elgvin, Torleif (Journal article, 2023)Handwriting significantly contributes to the task of the writer identification and verification of modern and historical documents. This work developed a writer verification system for ancient Hebrew square-script manuscripts, ... -
Energy-Efficient and Low-Cost Wireless Sensor System Designs Based on Spectral Lines Analysis
Pourafzal, Alireza (Doctoral theses at NTNU;2023:441, Doctoral thesis, 2023)This thesis presents a comprehensive investigation into the development of energy-efficient, low-cost wireless sensor systems in the context of the Internet of Things landscape. We examined two sensor technologies, microwave ... -
Moderating Respectful Conversations Using Reinforcement Q-Learning and Markov Decision Process Approaches
Hjelmtveit, Kevin (Master thesis, 2023)I en tid hvor digital kommunikasjon er dominerende, står vi overfor et økende problem med hatprat. Denne oppgaven tar for seg anvendelsen av forsterkende læringsteknikker, spesielt Markov-beslutningsprosesser (MDP) og ... -
Multi-class hate speech detection in the Norwegian language using FAST-RNN and multilingual fine-tuned transformers
Hashmi, Ehtesham; Yildirim-Yayilgan, Sule (Journal article; Peer reviewed, 2024)The growth of social networks has provided a platform for individuals with prejudiced views, allowing them to spread hate speech and target others based on their gender, ethnicity, religion, or sexual orientation. While ... -
Reasoning under Uncertainty in Darkchess
Mellemseter, Thomas (Master thesis, 2017)Two player strategy games with partially observable environments face challenges regarding reasoning under uncertainty. The aim of this thesis is to investigate darkchess with focus on searching and evaluating actions based ... -
SCDet: A Robust Approach for the Detection of Skin Lesions
Shahbaz, Sikandar; Rabbia, Mahum; Adham E., Ragab; Yildirim-Yayilgan, Sule; Shaikh, Sarang (Journal article; Peer reviewed, 2023)Red, blue, white, pink, or black spots with irregular borders and small lesions on the skin are known as skin cancer that is categorized into two types: benign and malignant. Skin cancer can lead to death in advanced stages, ... -
A Systematic Review on the Use of Emerging Technologies in Teaching English as an Applied Language at the University Level
Klimova, Blanka; Pikhart, Marcel; Polakova, Petra; Miloslava, Černá; Yildirim-Yayilgan, Sule; Shaikh, Sarang (Peer reviewed; Journal article, 2023)At present, emerging technologies, such as machine learning, deep learning, or various forms of artificial intelligence are penetrating different fields of education, including foreign language education (FLE). Moreover, ...