Robust Polynomial Classifier Using L1-norm minimization حسب Assaleh, Khaled

احصل على النص الكامل

Classification of Common Partial Discharge Types in Oil-Paper Insulation Using Acoustic Signals حسب Harbaji, Mustafa

احصل على النص الكامل

Addressing Binary Classification over Class Imbalanced Clinical Datasets Using Computationally Intelligent Techniques حسب Vinod Kumar (48743)

An IoT System Using Deep Learning to Classify Camera Trap Images on the Edge حسب Zaulkernan, Imran

"…This paper proposes an IoT architecture that uses deep learning on edge devices to convey animal classification results to a mobile app using the LoRaWAN low-power, wide-area network. …"
احصل على النص الكامل

Binary Classification of 3D Small-Scale Medical Images Using Video Vision Transformers حسب Abi Younes, Simon

احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل

An Optimized Feature Selection Technique in Diversified Natural Scene Text for Classification Using Genetic Algorithm حسب Ghulam Jillani Ansari (16896342)

"…The Support Vector Machine (SVM) algorithm is used for classification and the average F-Score is used as fitness function and target condition. …"

Dual-stage segmentation and classification framework for skin lesion analysis using deep neural network حسب Khadija Manzoor (22565369)

"…</p><h3>Methods</h3><p dir="ltr">We propose a two-phase framework: (i) Precise instance segmentation using U-Net with a Visual Geometry Group (VGG16 encoder) to isolate skin lesions and (ii) classification using EfficientFormer and SwiftFormer networks to evaluate performance on both balanced and imbalanced datasets. …"

Suicide and accident classification methodology حسب Kenneth Svensson (19774455)

"…To carry out this task a method has been developed for classification of road traffic fatalities in order to determine if the fatality was caused by accident or suicide. …"

Crashworthiness optimization of composite hexagonal ring system using random forest classification and artificial neural network حسب Monzure-Khoda Kazi (17191207)

"…These algorithms include random forest (RF) classification and artificial neural networks (ANN). The ultimate target is to develop a robust multi-modal machine learning method to predict the optimum geometry (i.e., hexagonal ring angle) and suitable in-plane crushing arrangements of the hexagonal ring system for targeted crashworthiness parameters. …"

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

"…An excellent method for locating proteins is confocal microscopy, used by the Human Protein Atlas (HPA). …"

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

"…We then evaluate the proposed methods using machine learning classifiers. We carried out an experiment on nine subjects performing semantic vigilance task (Stroop color word test (SCWT)) for approximately 45 minutes. …"
احصل على النص الكامل

Lung-EffNet: Lung cancer classification using EfficientNet from CT-scan images حسب Rehan Raza (17019105)

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

احصل على النص الكامل

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

"…Various datasets from the UCI machine learning repository are also used for testing. Experimental results illustrate the effectiveness of the proposed dimensionality reduction technique in comparison to published methods.…"
احصل على النص الكامل

Fast Text Classification using Lean Gradient Descent Feed Forward Neural Network for Category Feature Augmentation حسب Attieh, Joseph

"…Selecting a suitable method for term weighting is of central importance and can improve the quality of the classification method. …"
احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل
احصل على النص الكامل

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

"…The scalogram method is used to convert the cough sounds into an image. …"

Various Faults Classification of Industrial Application of Induction Motors Using Supervised Machine Learning: A Comprehensive Review حسب Rehaan Hussain (22302742)

Enhancing Bearing Fault Diagnosis Using Transfer Learning and Random Forest Classification: A Comparative Study on Variable Working Conditions حسب Durjay Saha (21633095)

"…In this study, raw vibrational accelerometer data of variable working conditions is preprocessed using the window length and stride method to generate a data format suitable for evaluating the proposed model. …"

Measurement of Construction Materials Properties Using Wi-Fi and Convolutional Neural Networks حسب Gacem, Mohamed A.

"…Furthermore, as per the collected data, the proposed method is used to identify the construction materials based on their thickness, water content value (moisture), and compaction. …"
احصل على النص الكامل

ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification حسب Md. Iqbal Hossain (723299)