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

“…The proposed approach has been implemented and evaluated through intensive experiments, and results showed successful camera model identification with a performance at the frame level reaching an average accuracy of 69.9% for the Daxing dataset and 81.6% for the QUFVD dataset.…”
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Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone by Younes Akbari (16303286)

“…The proposed approach has been implemented and evaluated through intensive experiments, and results showed successful camera model identification with a performance at the frame level reaching an average accuracy of 69.9% for the Daxing dataset and 81.6% for the QUFVD dataset.…”

PFDI: a precise fruit disease identification model based on context data fusion with faster-CNN in edge computing environment by Poonam Dhiman (12889038)

“…Early and late data fusion techniques for integrating multi-model (NIFR and RGB) facts are evaluated. …”

Workplace Stress Management using EEG-fNIRS Data Fusion and Binaural Beat Stimulation by El Masri, Ghinwa

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A novel virtual patient approach for cross-patient multimodal fusion in enhanced breast cancer detection by Younes Akbari (16303286)

“…These fusion networks were evaluated using histopathology (BCSS), mammography, and ultrasound (BUSI) datasets. …”

On the performance of fusion based planet-scope and Sentinel-2 data for crop classification using inception inspired deep convolutional neural network by Nasru Minallah (9427338)

Real-Time Implementation of GPS Aided Low Cost Strapdown Inertial Navigation System by Sahawneh, Laith Rasmi

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Modeling and Guidance of an Underactuated Autonomous Underwater Vehicle by Wadi, Ali H M

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Multi-omics and machine learning reveal context-specific gene regulatory activities of PML::RARA in acute promyelocytic leukemia by William Villiers (19482292)

“…<p dir="ltr">The PML::RARA fusion protein is the hallmark driver of Acute Promyelocytic Leukemia (APL) and disrupts retinoic acid signaling, leading to wide-scale gene expression changes and uncontrolled proliferation of myeloid precursor cells. …”

Multi-valued verification of commitment systems with uncertainty and inconsistency in multi-source data settings by Ghalya Alwhishi (21393599)

“…Our method is implemented through a Java transformation tool we developed to translate the 6V-CTLC logic to the classical logic of commitment (CTLC) and seamlessly interfaces with the efficient model checker MCMAS+. …”

Exploring the potential of onboard energy scavenging subsystems for generating valuable data by Raziq Yaqub (16488878)

“…This gathered data is seamlessly synchronized with GPS coordinates and timestamps, meticulously organized within a system architecture, and harnessed through meticulously crafted Python code. The wealth of data that we obtain from an onboard energy scavenging subsystem holds significant potential. …”

A Comprehensive Review on Deep Learning Assisted Computer Vision Techniques for Smart Greenhouse Agriculture by Jalal Uddin Md Akbar (21324617)

“…Key challenges are also outlined related to aspects like model adaptability, lack of sufficient labeled greenhouse data, computational constraints, the need for multi-modal sensor fusion, and other areas needing further investigation. …”

The invention of identities in the Arab Middle East. (c2010) by Touqan, Hosam

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