Siphesihle Philezwini Sithungu

11 papers Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
Bio-inspired Hyperparameter Optimization for Deep Learning Malware Detection: An Empirical Study Across AIS and Evolutionary Algorithms.
CIIS
Kgosietsile D. Mokone, Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers
2024 — conf
Anomaly Detection in Retinal Imagery Using Variational Autoencoders.
CIIS
Kagiso Blessing Lebaka, Siphesihle Philezwini Sithungu
2024 — conf
Evaluating the Suitability of Inception Score and Fréchet Inception Distance as Metrics for Quality and Diversity in Image Generation.
CIIS
Derrick Adrian Chan, Siphesihle Philezwini Sithungu
2024 — conf
From Concept to Prototype: Developing and Testing GAAINet for Industrial IoT Intrusion Detection.
IIP (1)
Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers
2024 — conf
Training Artificial Immune Networks as Standalone Generative Models for Realistic Data Synthesis.
IIP (1)
Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers
2023 — conf
SupervisedImmuneNet: Training Artificial Immune Networks using a Supervised Learning Approach for Improved Multi-Class Classification.
CIIS
Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers
2022 — conf
A Gene Expression Programming Inspired Evolution Symbiont Agent for Real-Time Strategy Generation.
CIIS
Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers
2022 — conf
Route Optimization for Sailing Vessels using Artificial Intelligence Techniques.
CIIS
John M. Anderson, Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers
2020 — conf
A Reinforcement Learning-Based Classification Symbiont Agent for Dynamic Difficulty Balancing.
CIIS
Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers
2020 — conf
Adaptive Game AI-Based Dynamic Difficulty Scaling via the Symbiotic Game Agent.
IIP
Siphesihle Philezwini Sithungu, Elizabeth Marie Ehlers
2019 — conf
Using Genetic Programming and Decision Trees for Team Evolution.
CIIS
Siphesihle Philezwini Sithungu, Duncan Anthony Coulter, Elizabeth Marie Ehlers