Articles of K32

Back to Journal Home

DEVELOPING A DEEP LEARNING MODEL FOR EARLY SELFDETECTION OF BREAST CANCER

By: Chinyere Nkem Ogbu, Oluwaseun Ayodele Adebayo
Published: February 19, 2025
The advent of machine learning and artificial intelligence has revolutionized the field of medical diagnostics, particularly in the early detection of breast cancer. This study presents the development and evaluation of a high-accuracy breast cancer detection model using the Wisconsin Breast Cancer dataset (WBCD). The model's performance was meticulously analyzed,...

DEVELOPING AN ADAPTIVE INTELLIGENT MULTI-AGENT SYSTEM FOR ENHANCED NETWORK PROTECTION

By: Nkechi Uzoamaka Okoro
Published: February 19, 2025
The aim of this research is to design an adaptive intelligent multi-agent for network protection, the objective is to provide a faster network by application of the multi-agent concept of a distributed artificial intelligence idea, to enhance the network intrusion detection systems (IDS) of existing technology, to provide a system...

SPAM EMAIL DETECTION: A COMPARATIVE ANALYSIS USING SUPPORT VECTOR AND RANDOM FOREST CLASSIFIERS

By: Chijioke Emmanuel Ibe, Grace Ifeoma Ojukwu, Samuel Chinedu Okafor
Published: February 19, 2025
Email spam comes in various forms, the most popular being to promote outright scams or marginally legitimate business schemes. Spam typically is used to promote access to inexpensive pharmaceutical drugs, weight loss programs, online degrees, job opportunities and online gambling. Spam is commonly used to conduct email fraud. This paper...