Intelligent Fusion of Deep Features for Improved Waste Classification by Kashif Ahmad (12592762)

“…To achieve reliable waste classification capability, we propose a novel approach, that we name double fusion, which optimally combines multiple deep learning models using feature and score-level fusion methods. …”

Optimizing Document Classification: Unleashing the Power of Genetic Algorithms by Ghulam Mustafa (458105)

“…Additionally, our proposed model optimizes the features using a genetic algorithm. Optimal feature selection performances a crucial role in this domain, enhancing the overall accuracy of the document classification system while reducing the time complexity associated with selecting the most relevant features from this large-dimensional space. …”

Intelligent Hybrid Feature Selection for Textual Sentiment Classification by Jawad Khan (6422669)

“…<p dir="ltr">Sentiment Analysis (SA) aims to extract useful information from online Unstructured User-Generated Contents (UUGC) and classify them into positive and negative classes. …”

Review on classification of resonant converters for electric vehicle application by Sheetal Deshmukh (Gore) (17148340)

“…To overcome these limitations, resonant converters are popularly used in chargers of electric vehicles (EVs). However, the detailed classification of resonant converters used in EVs is not sufficiently discussed in the literature. …”

Investigation of Deep Learning Models for Vehicle Damage Classification by Rababaah, Aaron

“…This paper presents a study of Deep Learning models of convolution neural networks (CNN) applied to vehicle damage classification (VDC). Number of real-world domains may benefit from the proposed solution such as: car rental, auto dealerships, auto insurance businesses, etc. …”
Get full text
Get full text

Comparative Study on Arabic Text Classification: Challenges and Opportunities by Abualigah, Laith

“…Based on the reviewed researches, SVM and Naive Bayes were the most widely used classifiers for Arabic text classification, while more effort is needed to develop and to implement flexible Arabic text classification methods and classifiers.…”
Get full text

A Deep Learning Framework for the Classification of Brazilian Coins by Acharya, Biswaranjan

“…The proposed model has achieved a classification accuracy of 98.34% for the classification of Brazilian coins.…”
Get full text
Get full text

Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning by Abu Doush, Iyad

Get full text
Get full text

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

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)

“…In order to improve the performance of the proposed classification framework, instead of using the prevailing concept of utilizing a single satellite imagery, both Sentinel-2 and Planet-Scope imageries are stacked together to assist in providing more diverse features to the proposed classification framework. …”

AgroAId: A Mobile App System for Visual Classification of Plant Species and Diseases Using Deep Learning and TensorFlow Lite by Reda, Mariam

“…Finally, our system also uses the collective user classification data to generate spatiotemporal analytics about regional and seasonal disease trends, making these analytics accessible to all system users to increase awareness of global agricultural trends.…”
Get full text

Target Detection Using Learning Methods by Sahnoon, Mohammad Moufeed

Get full text

Pavement Crack Assessment Using Satellite Remote Sensing and Deep Learning Model by Al Adab, Maryam

Get full text

Global smart cities classification using a machine learning approach to evaluating livability, technology, and sustainability performance across key urban indices by Aya Hasan Alkhereibi (17151070)

Supervised term-category feature weighting for improved text classification by Attieh, Joseph

“…Text classification is a central task in Natural Language Processing (NLP) that aims at categorizing text documents into predefined classes or categories. …”
Get full text
Get full text
Get full text
Get full text

On the Performance of Time Frequency Distributions in A-Scan Signals Classification by Deriche, Mohamed

“…We show that the means and spreads extracted from such signals can be used as robust features for classification of A-scans signals. …”
Get full text

Classification, purpose, enablers of lean dimensions at automotive manufacturing industry by El-Khalil, Raed

Get full text
Get full text
Get full text

DCT-Based Channel Attention for Multivariate Time Series Classification by 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). …”

Classification of Cognitive Workload Levels under Vague Visual Stimulation by Mahmoud, Rwan Adil Osman

Get full text

A Survey of Deep Learning Approaches for the Monitoring and Classification of Seagrass by Uzma Nawaz (21980708)

“…This study reviews the current deep-learning techniques used for monitoring and classification of the seagrass. …”