Vehicular Environment Identification Based on Channel State Information and Deep Learning حسب Hadid, Abdenour

"…We consider environment identification as a classification problem, and propose a new convolutional neural network (CNN) architecture to deal with it. …"
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Modeling and Identification of Nonlinear DC Motor Drive Systems Using Recurrent Wavelet Networks حسب Zahidi, Sarah Hussain

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A New Forensic Video Database for Source Smartphone Identification: Description and Analysis حسب Younes Akbari (16303286)

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A heuristics for HTTP traffic identification in measuring user dissimilarity حسب Adeyemi R. Ikuesan (14157123)

"…The application of these research findings finds relevance in user identification for insider investigation, e-commerce, and e-learning system as well as in network planning and management. …"

A dual-stage deep learning approach for robust detection and identification of hardware trojans using monte-carlo dropout حسب Arash Golabi (21841484)

Cyberbullying Detection and Abuser Profile Identification on Social Media for Roman Urdu حسب Ayesha Atif (22155133)

A robust experimental-based artificial neural network approach for photovoltaic maximum power point identification considering electrical, thermal and meteorological impact حسب Samer Gowid (15955152)

Novel Multi Center and Threshold Ternary Pattern Based Method for Disease Detection Method Using Voice حسب Turker Tuncer (16677966)

Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone حسب Younes, Akbari

"…This work exploits these two categories of methods by exploring a hierarchical deep learning model for camera model identification based on smartphone videos. …"
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Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone حسب Younes Akbari (16303286)

"…This work exploits these two categories of methods by exploring a hierarchical deep learning model for camera model identification based on smartphone videos. …"

The Assessment and Allocation of Public Private Partnership Risks in the UAE حسب Shaban, Mazhd

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A novel deep learning identifier for promoters and their strength using heterogeneous features حسب Aqsa Amjad (22155247)

"…Consequently, the correct identification and characterization of promoters are significant for the discovery of drugs. …"

Plant Leaf Disease Detection Using Ensemble Learning and Explainable AI حسب Ammar Oad (21324182)

DASSI: differential architecture search for splice identification from DNA sequences حسب Shabir Moosa (14153316)

A New Flow-Based Approach for Enhancing Botnet Detection Efficiency Using Convolutional Neural Networks and Long Short-Term Memory حسب Mehdi Asadi (12566741)

"…To enhance the performance of these approaches, this paper proposes utilizing a hybrid deep learning method that combines convolutional neural network (CNN) and long short-term memory (LSTM) methods. …"

LLMs Have Rhythm: Fingerprinting Large Language Models Using Inter-Token Times and Network Traffic Analysis حسب Saeif Alhazbi (17058108)

"…We find that measuring the Inter-Token Times (ITTs)–time intervals between consecutive tokens-can identify different language models with high accuracy. We develop a Deep Learning (DL) pipeline to capture these timing patterns using network traffic analysis and evaluate it on 16 Small Language Models (SLMs) and 10 proprietary LLMs across different deployment scenarios, including local host machine (GPU/CPU), Local Area Network (LAN), Remote Network, and when using Virtual Private Network (VPN). …"

PredictPTB: an interpretable preterm birth prediction model using attention-based recurrent neural networks حسب Rawan AlSaad (14159019)

Enhancing Arabic Offensive Tweet Classification: An Ensemble Approach Integrating AraBERT, Neural Networks, and LSTM Models حسب WAHDAN, AHLAM MOHAMMAD

"…In conclusion, this thesis contributes significantly to the existing literature by addressing the complexities associated with offensive language identification in Arabic text and introducing an innovative approach that integrates pretrained models with deep learning techniques and neural networks. …"
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BEMD-3DCNN-based method for COVID-19 detection حسب Ali Riahi (17128906)

Self-DSNet: A Novel Self-ONNs Based Deep Learning Framework for Multimodal Driving Distraction Detection حسب Mamun Or Rashid (21976373)

"…The proposed Self-DSNet model utilizes Self-Organizing Neural Network (Self-ONN) layers to enhance complex pattern learning within the data. …"