College of Engineering: Recent submissions
Now showing items 41-60 of 8956
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Informed Consent in IoT Environments: Challenges and a Futuristic Incentives-Based Model
( IEEE , 2024 , Article)The ubiquitous deployment of IoT devices has enabled the collection of large amounts of data, which can be used to infer intimate information about user behavior and preferences. However, this potential for data collection ... -
Enhancing Cross-Language Multimodal Emotion Recognition With Dual Attention Transformers
( IEEE , 2024 , Article)Despite the recent progress in emotion recognition, state-of-the-art systems are unable to achieve improved performance in cross-language settings. In this article we propose a Multimodal Dual Attention Transformer (MDAT) ... -
Robust multi-label surgical tool classification in noisy endoscopic videos
( Nature Research , 2025 , Article)Over the past few years, surgical data science has attracted substantial interest from the machine learning (ML) community. Various studies have demonstrated the efficacy of emerging ML techniques in analysing surgical ... -
Addressing Data Distribution Shifts in Online Machine Learning Powered Smart City Applications Using Augmented Test-Time Adaptation
( IEEE , 2024 , Article)Data distribution shift is a common problem in machine learning-powered smart city applications where the test data differs from the training data. Augmenting smart city applications with online machine learning models can ... -
Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models
( IEEE , 2025 , Article)Determining the ideal architecture for deep learning models, such as the number of layers and neurons, is a difficult and resource-intensive process that frequently relies on human tuning or computationally costly optimization ... -
Learning 101 reloaded: Revisiting the basics for the GenAI era
( IEEE , 2024 , Article)In this paper, we delve into the transformative landscape of education amidst the disruptive advances of generative AI (GenAI), characterized by an unprecedented capacity to generate new information with tools such as ... -
Secure and Trustworthy Artificial Intelligence-extended Reality (AI-XR) for Metaverses
( Association for Computing Machinery , 2024 , Article)Metaverse is expected to emerge as a new paradigm for the next-generation Internet, providing fully immersive and personalized experiences to socialize, work, and play in self-sustaining and hyper-spatio-temporal virtual ... -
Motion Comfort Optimization for Autonomous Vehicles: Concepts, Methods, and Techniques
( IEEE , 2024 , Article)This article outlines the architecture of autonomous driving and related complementary frameworks from the perspective of human comfort. The technical elements for measuring autonomous vehicle (AV) user comfort and ... -
Advancing Education Through Extended Reality and Internet of Everything Enabled Metaverses: Applications, Challenges, and Open Issues
( IEEE , 2024 , Article)Metaverse has evolved as one of the popular research agenda that let users learn, socialize, and collaborate in a networked 3-D immersive virtual world. Due to the rich multimedia streaming capability and immersive user ... -
Robust Encrypted Inference in Deep Learning: A Pathway to Secure Misinformation Detection
( IEEE , 2025 , Article)To combat the rapid spread of misinformation on social networks, automated misinformation detection systems based on deep neural networks (DNNs) have been developed. However, these tools are often proprietary and lack ... -
Survey of Deep Representation Learning for Speech Emotion Recognition
( IEEE , 2023 , Article)Traditionally, speech emotion recognition (SER) research has relied on manually handcrafted acoustic features using feature engineering. However, the design of handcrafted features for complex SER tasks requires significant ... -
Privacy preserving large language models: ChatGPT case study based vision and framework
( John Wiley and Sons Inc , 2024 , Article)The generative Artificial Intelligence (AI) tools based on Large Language Models (LLMs) use billions of parameters to extensively analyse large datasets and extract critical information such as context, specific details, ... -
Deep learning based multimodal urban air quality prediction and traffic analytics
( Nature Research , 2023 , Article)Urban activities, particularly vehicle traffic, are contributing significantly to environmental pollution with detrimental effects on public health. The ability to anticipate air quality in advance is critical for public ... -
Generative artificial intelligence and engineering education
( John Wiley and Sons Inc , 2023 , Article)The recent popularity of generative AI (GAI) applications such as ChatGPT portend a new era of research, teaching, and learning across domains, including in engineering (Bubeck et al., 2023; Kasneci et al., 2023; Lo, 2023; ... -
Editorial: Metaverse in education: opportunities and challenges
( Frontiers Media SA , 2024 , Article)The emergence of the Metaverse marks a transformative era in the field of education where learning transcends traditional classroom boundaries and enters immersive virtual environments. This digital transformation of ... -
Author Correction: Arabic natural language processing for Qur'anic research: a systematic review (Artificial Intelligence Review, (2023), 56, 7, (6801-6854), 10.1007/s10462-022-10313-2)
( Springer Nature , 2023 , Article)It contains some errors, please see the Arabic NLP paper and the yellow highlights therein. These rendering errors (rendering of the Arabic text). (Figure presented.) these errors should be corrected (Figure presented.) ... -
Affective Computing and the Road to an Emotionally Intelligent Metaverse
( IEEE , 2024 , Article)The metaverse is currently undergoing a profound transformation, fundamentally reshaping our perception of reality. It has transcended its origins to become an expansion of human consciousness, seamlessly blending the ... -
A compliance-based ranking of certificate authorities using probabilistic approaches
( Springer Science and Business Media Deutschland GmbH , 2024 , Article)The security of the global Certification Authority (CA) system has recently been compromised as a result of attacks on the Public Key Infrastructure (PKI). Although the CA/Browser (CA/B) Forum publishes compliance requirements ... -
LimitAccess: on-device TinyML based robust speech recognition and age classification
( Springer Nature , 2023 , Article)Automakers from Honda to Lamborghini are incorporating voice interaction technology into their vehicles to improve the user experience and offer value-added services. Speech recognition systems are a key component of smart ... -
AI in higher education: unveiling academicians' perspectives on teaching, research, and ethics in the age of ChatGPT
( Routledge , 2025 , Article)This study examines the potentials and challenges of integrating conversational AI (Artificial Intelligence) tools in higher education. Specifically, the study delves into how ChatGPT is reshaping teaching, learning, ...
