Performance Prediction Using Classification حسب MOOLIYIL, GITA

"…The use of classification as a data mining approach for performance prediction has been studied by many eminent researchers. …"
احصل على النص الكامل

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

"…<p dir="ltr">The video classification task has gained significant success in the recent years. …"

Identification and classification of helicopters using neural nets. حسب Akhtar, Sohail

احصل على النص الكامل

Colon cancer classification using microarray data حسب Tariq Khan, Saima

"…A thesis presented on the classification of cancerous and normal tissue samples using microarray data. …"
احصل على النص الكامل

Cervical Cancer Classification Using Deep Learning Techniques حسب unknown

احصل على النص الكامل

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

An efficient approach for textual data classification using deep learning حسب Abdullah Alqahtani (7128143)

"…<p dir="ltr">Text categorization is an effective activity that can be accomplished using a variety of classification algorithms. In machine learning, the classifier is built by learning the features of categories from a set of preset training data. …"

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

Low-Light Image Enhancement for Object Classification using Deep Learning حسب Al Sobbahi, Rayan

"…In this thesis, we perform a concise and comprehensive review and comparative study of the most recent DL models used for LLI enhancement. We address LLI enhancement in two ways: i) standalone, as a separate task, and ii) end-to-end, as a pre-processing stage embedded within another high-level computer vision task, namely object detection and classification. …"
احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل

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

"…The nine optimized features have been acquired by employing the correlation-based feature selection (CFS) technique with the Best First search algorithm. 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. …"

Lung cancer medical images classification using hybrid CNN-SVM حسب Abdulrazak Yahya Saleh (18520026)

"…Computer-Aided Detection (CAD) has been used to process CT images of the lung to determine whether an image has traces of cancer. …"

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

"…Then, the convolution neural network (CNN) was used to train and validate the classification accuracy of the person’s stress state. …"

Cancerous and Non-Cancerous MRI Classification Using Dual DCNN Approach حسب Zubair Saeed (19325647)

"…Early and accurate diagnosis using non-invasive medical imaging is critical for successful treatment and patient survival. …"

Hybrid Neural Networks for Precise Hydronephrosis Classification Using Deep Learning حسب Abdus Salam (1918387)

"…The framework also supported hydronephrosis classification using the fluid-to-kidney area ratio, with a threshold of 0.213 derived from prior literature. …"

Construction Materials Classification Using Wi-Fi and Convolutional Neural Networks حسب Gacem, Mohamed Ait

"…A Master of Science thesis in Electrical Engineering by Mohamed Ait Gacem entitled, “Construction Materials Classification Using Wi-Fi and Convolutional Neural Networks”, submitted in November 2021. …"
احصل على النص الكامل

Fault Classification Using Formal Modeling and Mutation Testing with Deep Learning حسب Kaddoura, Yara

"…A Master of Science thesis in Computer Engineering by Yara Kaddoura entitled, “Fault Classification Using Formal Modeling and Mutation Testing with Deep Learning”, submitted in January 2023. …"
احصل على النص الكامل

Unsupervised Deep Learning for Classification Of Bats Calls Using Acoustic Data حسب Arshad, Muhammad Arbab

"…A Master of Science thesis in Ccomputer Engineering by Muhammad Arbab Arshad entitled, “Unsupervised Deep Learning for Classification Of Bats Calls Using Acoustic Data”, submitted in August 2021. …"
احصل على النص الكامل

Analysing Satellite Imagery Classification under Spatial Domain Shift across Geographic Regions حسب Sara A. Al-Emadi (22827935)

الموضوعات:

Modelling of Asphalt’s Adhesive Behaviour Using Classification and Regression Tree (CART) Analysis حسب Md Arifuzzaman (11471123)

"…Finally, a predictive modelling and machine learning technique called the classification and regression tree (CART) was used to predict the adhesive properties of modified asphalt subjected to oxidation. …"