Performance Comparison of Support Vector Machines, AdaBoost, and Random Forest for Sentiment Text Analysis and Classification

AH Salman, WAM Al-Jawher - Journal Port Science Research, 2024 - jport.co
Unstructured data has been identified by governments and researchers as a result of the
increasing digitization of society, which has led to an increase in digital platforms and …

Classification Of Biomaterials and Their Applications

NMS Mahdi, AK Hassan, FJ Al-Hasani… - Journal Port Science …, 2024 - jport.co
Biomaterials, designed to interact with living systems, play a vital role in various medical
applications. Classifying these materials effectively is crucial for understanding their …

Classification of Boosting Image Performance Via Quality Enhancement and Swin Transformer

SM Saadi, WAM Al-Jawher - Journal Port Science Research, 2024 - jport.co
Social media has become a massive responsibility for marketing. All notions of etiquette and
traditional advertisements become null and void in this area People love to share …

Classifying Anemia Diseases based on VGG-16 and CBAM Attention Mechanism Models

A Oday, SK Moufak, MA Mohammed, F Fadhil - Journal Port Science …, 2024 - jport.co
Anemia is a major public health concern and has a significant impact on women and
children worldwide [1]. The World Health Organization (WHO) reports that about (42%) of …

Genomic Insights into Drug Abuse: The Role of DNA and Protein-Coding Regions in Addiction and Genetic Mutation

AA Sakran, WAM Al-Jawher, SM Hadi - Journal Port Science Research, 2024 - jport.co
This paper explores the genetic and epigenetic impacts of drug abuse, focusing on how
chronic drug use can induce mutations in DNA, particularly within protein-coding regions …

[PDF][PDF] Classification of Image Database Using Independent Principal Component Analysis

HB Kekre, TK Sarode, JK Save - International Journal of Advanced …, 2013 - Citeseer
Principal Component Analysis (PCA) for an automatic classification of image database.
Principal components are the distinctive or peculiar features of an image. PCA also holds …

Content based video retrieval using particle swarm optimization

A Salahuddin, A Naqvi, K Murtaza… - 2012 10th International …, 2012 - ieeexplore.ieee.org
Traditional video search engines retrieve the results on the basis of correspondence
between user's textual query and tags associated with the videos. Only that content that …

A two-phase face recognition method in frequency domain

Z Li, N Yang, B Xie, J Zhang - Optik, 2013 - Elsevier
In this paper, we propose a two-phase face recognition method in frequency domain using
discrete cosine transform (DCT) and discrete Fourier transform (DFT). The absolute values …

Dynamically optimizing face recognition using PCA

Z Zhao, B Li - … on Control, Automation and Information Sciences …, 2015 - ieeexplore.ieee.org
A dynamically optimizing PCA method for face recognition is presented. Firstly, DCT is
adopted, and their mean gray values are obtained. The face images are grouped into three …

[PDF][PDF] International Journal of Computer Engineering & Technology (ijcet)

S Kumaraswamy, SH Manjula, KR Venugopal… - Journal Impact …, 2013 - researchgate.net
Cryptographic approaches are traditional and preferred methodologies used to preserve the
privacy of data released for analysis. Privacy Preserving Data Mining (PPDM) is a new trend …