FPGA-Based Network Traffic Classification Using Machine Learning حسب Elnawawy, Mohammed

"…A Master of Science thesis in Computer Engineering by Mohammed Elnawawy entitled, “FPGA-Based Network Traffic Classification Using Machine Learning”, submitted in November 2019. …"
احصل على النص الكامل

FPGA-Based Network Traffic Classification Using Machine Learning حسب Elnawawy, Mohammed

"…The proposed design achieves an average throughput of 163.24 Gbps, exceeding throughputs of reported hardware-based classifiers that use comparable approaches, which in turn ensures the continuity of realtime traffic classification at congested data centers.…"
احصل على النص الكامل

Stress Classification Using Photoplethysmogram-Based Spatial and Frequency Domain Images حسب Sami Elzeiny (16891521)

"…By combining 20% of the samples collected from test subjects into the training data, the calibrated generic models’ accuracy was improved and outperformed the generic performance across both the spatial and frequency domain images. The average classification accuracy of 99.6%, 99.9%, and 88.1%, and 99.2%, 97.4%, and 87.6% were obtained for the training set, validation set, and test set, respectively, using the calibrated generic classification-based method for the series of inter-beat interval (IBI) spatial and frequency domain images. …"

Machine learning approach for the classification of corn seed using hybrid features حسب Aqib Ali (19680145)

"…To build the classification models, Random forest (RF), BayesNet (BN), LogitBoost (LB), and Multilayer Perceptron (MLP) were employed using optimized multi-feature using (10-fold) cross-validation approach. …"

EOG-Based Reading Detection in the Wild Using Spectrograms and Nested Classification Approach حسب Sriman Bidhan Baray (15302398)

Feature modeling using polynomial classifiers and stepwise regression حسب Shanableh, Tamer

"…Two application scenarios are used to test the proposed solution, namely; image-based hand recognition and video-based recognition of isolated sign language gestures. …"
احصل على النص الكامل

Learning-Based Automatic Modulation Classification حسب Abdelmutalab, Ameen Elsiddig

احصل على النص الكامل

On the Use of Deep Learning for Video Classification حسب Atiq ur Rehman (14153391)

"…The paper also summarizes the benchmark datasets and the performance evaluation matrices for video classification. Based on the compact, complete, and concise review, the paper proposes new research directions to solve the challenging video classification problem.…"

Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques حسب Amith Khandakar (14151981)

"…Plantar foot thermogram images acquired using an infrared camera have been shown to detect changes in temperature distribution associated with a higher risk of foot ulceration. …"

A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images حسب Sonam Aggarwal (16904763)

"…Hence, this study aims to develop a deep learning-based system for the multi-label classification of HPA. …"

EEG-Based Semantic Vigilance Level Classification Using Directed Connectivity Patterns and Graph Theory Analysis حسب Yahya, Fares

احصل على النص الكامل

Salak Image Classification Method Based Deep Learning Technique Using Two Transfer Learning Models حسب Theng, Lau Wei

"…There are many techniques that can be used for fruit classification using computer vision technology. …"
احصل على النص الكامل

Markisa/Passion Fruit Image Classification Based Improved Deep Learning Approach Using Transfer Learning حسب Abdo, Ahmed

احصل على النص الكامل

Drone/Bird Classification Based on Features of Tracks Trajectories حسب Kengeskanov, Maksat

"…This paper presents the outcome of several machine learning techniques used for the task of bird/drone classification based on their tracks. …"
احصل على النص الكامل

Deep Learning-Based Classification of Chest Diseases Using X-rays, CT Scans, and Cough Sound Images حسب Hassaan Malik (10486121)

"…Therefore, we designed a novel deep learning (DL)-based chest disease detection network (DCDD_Net) that uses a CXR, CT scans, and cough sound images for the identification of nine different types of chest diseases. …"

LDSVM: Leukemia Cancer Classification Using Machine Learning حسب Abdul Karim (417009)

DCT-Based Channel Attention for Multivariate Time Series Classification حسب Amine Haboub (22392097)

"…<p dir="ltr">This article introduces a novel DCT-based channel attention (DCA) mechanism for time series classification (TSC) using convolutional neural networks (CNNs). …"

A novel method for the detection and classification of multiple diseases using transfer learning-based deep learning techniques with improved performance حسب Krishnamoorthy Natarajan (22047464)

Novel Feature Extraction and Classification Technique for Sensor-Based Continuous Arabic Sign Language Recognition حسب Tuffaha, Mohammed

"…The dataset is collected using sensor-based gloves. We propose a novel set of features suitable for sensor readings based on covariance, smoothness, entropy and uniformity. …"
احصل على النص الكامل

An Exemplar Pyramid Feature Extraction Based Alzheimer Disease Classification Method حسب Heba Soliman Zaina (16904787)