| 2012 | A Continuous-Time Model of Analogue K-Winners-Take-All Neural Circuit. | Pavlo V. Tymoshchuk |
| 2012 | On the Intelligent Machine Learning in Three Dimensional Space and Applications. | Bipin K. Tripathi, Prem K. Kalra |
| 2012 | A Hybrid Neural Emotion Recogniser for Human-Robotic Agent Interaction. | Alexandru Traista, Mark Elshaw |
| 2012 | Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms. | Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Georgios Sermpinis, Thomas Amorgianiotis, Efstratios F. Georgopoulos, Spiros Likothanassis |
| 2012 | Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology. | Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Maria A. Antoniou, Efstratios F. Georgopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi |
| 2012 | Short-Term Trading Performance of Spot Freight Rates and Derivatives in the Tanker Shipping Market: Do Neural Networks Provide Suitable Results? | Christian von Spreckelsen, Hans-Jrg von Mettenheim, Michael H. Breitner |
| 2012 | Neural Adaptive Control in Application Service Management Environment. | Tomasz D. Sikora, George D. Magoulas |
| 2012 | A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns. | Georgios Sermpinis, Konstantinos A. Theofilatos, Andreas S. Karathanasopoulos, Efstratios F. Georgopoulos, Christian L. Dunis |
| 2012 | Kalman Filters and Neural Networks in Forecasting and Trading. | Georgios Sermpinis, Christian L. Dunis, Jason Laws, Charalampos Stasinakis |
| 2012 | Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks. | Javier E. Reyes Sanchez, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit |
| 2012 | 3D Vision-Based Autonomous Navigation System Using ANN and Kinect Sensor. | Daniel O. Sales, Diogo Correa, Fernando Santos Osrio, Denis F. Wolf |
| 2012 | Wind Power Forecasting to Minimize the Effects of Overproduction. | Fernando Ribeiro, Paulo Salgado, Joo Barreira |
| 2012 | Using Varying Negative Examples to Improve Computational Predictions of Transcription Factor Binding Sites. | Faisal Ibne Rezwan, Yi Sun, Neil Davey, Rod Adams, Alistair G. Rust, Mark Robinson |
| 2012 | An Ontology Based Approach to Designing Adaptive Lesson Plans in Military Training Simulators. | D. Vijay Rao, Ravi Shankar, Lazaros S. Iliadis, V. V. S. Sarma |
| 2012 | Evolving an Indoor Robotic Localization System Based on Wireless Networks. | Gustavo Pessin, Fernando Santos Osrio, Jefferson R. Souza, Fausto G. Costa, J Ueyama, Denis F. Wolf, Torsten Braun, Patrcia A. Vargas |
| 2012 | Visual Analysis of a Cold Rolling Process Using Data-Based Modeling. | Daniel Prez, Francisco J. Garca-Fernndez, Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domnguez-Gonzlez |
| 2012 | Optimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing. | Pretesh B. Patel, Tshilidzi Marwala |
| 2012 | Employing ANN That Estimate Ozone in a Short-Term Scale When Monitoring Stations Malfunction. | Antonios Papaleonidas, Lazaros S. Iliadis |
| 2012 | Applying Kernel Methods on Protein Complexes Detection Problem. | Charalampos N. Moschopoulos, Griet Laenen, George D. Kritikos, Yves Moreau |
| 2012 | Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques. | Antonio Morn lvarez, Juan J. Fuertes-Martnez, Miguel A. Prada, Serafn Alonso, Pablo Barrientos, Ignacio Daz Blanco |
| 2012 | Forecasting and Trading the High-Low Range of Stocks and ETFs with Neural Networks. | Hans-Jrg von Mettenheim, Michael H. Breitner |
| 2012 | Biomedical Color Image Segmentation through Precise Seed Selection in Fuzzy Clustering. | Byomkesh Mandal, Balaram Bhattacharyya |
| 2012 | Fuzzy-Logic Inference for Early Detection of Sleep Onset in Car Driver. | Mario Malcangi, Salvatore Smirne |
| 2012 | Learning of Spatio-temporal Dynamics in Thermal Engineering. | Matthias De Lozzo, Patricia Klotz, Batrice Laurent |
| 2012 | Elastic Nets for Detection of Up-Regulated Genes in Microarrays. | Marcos A. Lvano, Alejandro Mellado |