| 2009 | A Neural Network Model for the Critical Frequency of the F2 Ionospheric Layer over Cyprus. | Haris Haralambous, Harris Papadopoulos |
| 2009 | Reputation Prediction in Mobile Ad Hoc Networks Using RBF Neural Networks. | Fredric M. Ham, Eyosias Yoseph Imana, Attila Ondi, Richard Ford, William H. Allen, Matthew Reedy |
| 2009 | Relational Reinforcement Learning Applied to Appearance-Based Object Recognition. | Klaus Hming, Gabriele Peters |
| 2009 | Municipal Creditworthiness Modelling by Kernel-Based Approaches with Supervised and Semi-supervised Learning. | Petr Hjek, Vladimr Olej |
| 2009 | Using the Support Vector Machine as a Classification Method for Software Defect Prediction with Static Code Metrics. | David Gray, David Bowes, Neil Davey, Yi Sun, Bruce Christianson |
| 2009 | Pareto-Based Multi-output Metamodeling with Active Learning. | Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene |
| 2009 | Reconstruction of Cross-Sectional Missing Data Using Neural Networks. | Iffat A. Gheyas, Leslie S. Smith |
| 2009 | Ellipse Support Vector Data Description. | Mohammad GhasemiGol, Reza Monsefi, Hadi Sadoghi Yazdi |
| 2009 | Applying Snap-Drift Neural Network to Trajectory Data to Identify Road Types: Assessing the Effect of Trajectory Variability. | Frank Ekpenyong, Dominic Palmer-Brown |
| 2009 | Isolating Stock Prices Variation with Neural Networks. | Chrisina Draganova, Andreas Lanitis, Chris Christodoulou |
| 2009 | Indirect Adaptive Control Using Hopfield-Based Dynamic Neural Network for SISO Nonlinear Systems. | Pin-Cheng Chen, Chi-Hsu Wang, Tsu-Tian Lee |
| 2009 | An Improved Algorithm for SVMs Classification of Imbalanced Data Sets. | Cristiano Leite Castro, Mateus Araujo Carvalho, Antnio de Pdua Braga |
| 2009 | Tracking of the Plasma States in a Nuclear Fusion Device Using SOMs. | Massimo Camplani, Barbara Cannas, Alessandra Fanni, Gabriella Pautasso, Giuliana Sias, Piergiorgio Sonato |
| 2009 | An Application of the Occam Factor to Model Order Determination. | David J. Booth, Ruth Tye |
| 2009 | Using of Artificial Neural Networks (ANN) for Aircraft Motion Parameters Identification. | Anatolij Bondarets, Olga Kreerenko |
| 2009 | Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Juan J. Fuertes-Martnez, Manuel Domnguez-Gonzlez, Miguel A. Prada |
| 2009 | Revealing the Structure of Childhood Abdominal Pain Data and Supporting Diagnostic Decision Making. | Adam V. Adamopoulos, Mirto Ntasi, Seferina Mavroudi, Spiros Likothanassis, Lazaros S. Iliadis, George C. Anastassopoulos |
| 2009 | Evolutionary Ranking on Multiple Word Correction Algorithms Using Neural Network Approach. | Jun Li, Karim Ouazzane, Yanguo Jing, Hassan B. Kazemian, Richard Boyd |