Siphesihle Philezwini Sithungu

According to our database, Siphesihle Philezwini Sithungu authored at least 11 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Bio-inspired Hyperparameter Optimization for Deep Learning Malware Detection: An Empirical Study Across AIS and Evolutionary Algorithms.

Kgosietsile D. Mokone, Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers

Proceedings of the 2025 8th International Conference on Computational Intelligence and Intelligent Systems, 2025

2024

From Concept to Prototype: Developing and Testing GAAINet for Industrial IoT Intrusion Detection.

Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers

Proceedings of the Intelligent Information Processing XII, 2024

Training Artificial Immune Networks as Standalone Generative Models for Realistic Data Synthesis.

Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers

Proceedings of the Intelligent Information Processing XII, 2024

Anomaly Detection in Retinal Imagery Using Variational Autoencoders.

Kagiso Blessing Lebaka, Siphesihle Philezwini Sithungu

Proceedings of the 7th International Conference on Computational Intelligence and Intelligent Systems, 2024

Evaluating the Suitability of Inception Score and Fréchet Inception Distance as Metrics for Quality and Diversity in Image Generation.

Derrick Adrian Chan, Siphesihle Philezwini Sithungu

Proceedings of the 7th International Conference on Computational Intelligence and Intelligent Systems, 2024

2023

SupervisedImmuneNet: Training Artificial Immune Networks using a Supervised Learning Approach for Improved Multi-Class Classification.

Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers

Proceedings of the 2023 6th International Conference on Computational Intelligence and Intelligent Systems, 2023

2022

A Gene Expression Programming Inspired Evolution Symbiont Agent for Real-Time Strategy Generation.

Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers

Proceedings of the 2022 5th International Conference on Computational Intelligence and Intelligent Systems, 2022

Route Optimization for Sailing Vessels using Artificial Intelligence Techniques.

John M. Anderson, Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers

Proceedings of the 2022 5th International Conference on Computational Intelligence and Intelligent Systems, 2022

2020

Adaptive Game AI-Based Dynamic Difficulty Scaling via the Symbiotic Game Agent.

Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers

Proceedings of the Intelligent Information Processing X, 2020

A Reinforcement Learning-Based Classification Symbiont Agent for Dynamic Difficulty Balancing.

Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers

Proceedings of the CIIS 2020: The 3rd International Conference on Computational Intelligence and Intelligent Systems, 2020

2019

Using Genetic Programming and Decision Trees for Team Evolution.

Siphesihle Philezwini Sithungu, Duncan Anthony Coulter, Elizabeth Marie Ehlers

Proceedings of the CIIS 2019: The 2nd International Conference on Computational Intelligence and Intelligent Systems, 2019