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

“…We consider environment identification as a classification problem, and propose a new convolutional neural network (CNN) architecture to deal with it. …”
Get full text

Modeling and Identification of Nonlinear DC Motor Drive Systems Using Recurrent Wavelet Networks by Zahidi, Sarah Hussain

Get full text

A heuristics for HTTP traffic identification in measuring user dissimilarity by 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 New Forensic Video Database for Source Smartphone Identification: Description and Analysis by Younes Akbari (16303286)

Subjects:

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

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

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

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

Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone by 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. …”
Get full text
Get full text
Get full text

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

Get full text

Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone by 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. …”

A novel deep learning identifier for promoters and their strength using heterogeneous features by 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 by Ammar Oad (21324182)

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

A New Flow-Based Approach for Enhancing Botnet Detection Efficiency Using Convolutional Neural Networks and Long Short-Term Memory by 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 by Saeif Alhazbi (17058108)

“…In this paper, we propose a novel passive fingerprinting framework that operates in real-time and remains effective even under encrypted network traffic conditions. Our method leverages the intrinsic autoregressive generation nature of language models, which generate text one token at a time based on all previously generated tokens, creating a unique temporal pattern-like a rhythm or heartbeat-that persists even when the output is streamed over a network. …”

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

Enhancing Arabic Offensive Tweet Classification: An Ensemble Approach Integrating AraBERT, Neural Networks, and LSTM Models by 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. …”
Get full text

BEMD-3DCNN-based method for COVID-19 detection by Ali Riahi (17128906)

Self-DSNet: A Novel Self-ONNs Based Deep Learning Framework for Multimodal Driving Distraction Detection by 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. …”