| 2005 | CIBCB | Training Reformulated Radial Basis Function Neural Networks Capable of Identifying Uncertainty in the Recognition of Videotaped Neonatal Seizures. | Nicolaos B. Karayiannis, Yaohua Xiong |
| 2003 | AVSS | Application of Adaptive Block Matching in the Extraction of Temporal Motor Activity Signals from Video Recordings of Neonatal Seizures. | Nicolaos B. Karayiannis, Abdul Sami |
| 2003 | AVSS | Improving the Extraction of Temporal Motion Strength Signals from Video Recordings of Neonatal Seizures. | Nicolaos B. Karayiannis, Guozhi Tao |
| 2003 | IJCNN | Evaluation of cosine radial basis function neural networks on electric power load forecasting. | Nicolaos B. Karayiannis, Mahesh Balasubramanian, Heidar A. Malki |
| 2003 | IJCNN | Evaluation of neural and entropy-constrained routing of communication networks. | Nicolaos B. Karayiannis, S. M. Nagabhushan Kaliyur, Heidar A. Malki |
| 2003 | IJCNN | Handling class overlap with variance-controlled neural networks. | Ralf Kretzschmar, Nicolaos B. Karayiannis, Fritz Eggimann |
| 2003 | IJCNN | Cosine radial basis function neural networks. | Mary M. Randolph-Gips, Nicolaos B. Karayiannis |
| 2000 | IJCNN | New Developments in the Theory and Training of Reformulated Radial Basis Neural Networks. | Nicolaos B. Karayiannis |
| 2000 | IJCNN | Reformulated Radial Basis Neural Networks with Adjustable Weighted Norms. | Nicolaos B. Karayiannis, Mary M. Randolph-Gips |
| 2000 | IJCNN | A Comparison of Feature Sets and Neural Network Classifiers on a Bird Removal Approach for Wind Profiler Data. | Ralf Kretzschmar, Hans Richner, Nicolaos B. Karayiannis |
| 2000 | IJCNN | NEURO-BRA: A Bird Removal Approach for Wind Profiler Data Based on Quantum Neural Networks. | Ralf Kretzschmar, Hans Richner, Nicolaos B. Karayiannis |