| 2012 | 3D Vision-Based Autonomous Navigation System Using ANN and Kinect Sensor. Daniel O. Sales, Diogo Correa, Fernando Santos Osório, Denis F. Wolf |
| 2012 | A Continuous-Time Model of Analogue K-Winners-Take-All Neural Circuit. Pavlo V. Tymoshchuk |
| 2012 | A Double Layer Dementia Diagnosis System Using Machine Learning Techniques. Po-Chuan Cho, Wen-Hui Chen |
| 2012 | A Hybrid Neural Emotion Recogniser for Human-Robotic Agent Interaction. Alexandru Traista, Mark Elshaw |
| 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 | A Near Linear Algorithm for Testing Linear Separability in Two Dimensions. Sylvain Contassot-Vivier, David A. Elizondo |
| 2012 | A New Approach in Stability Analysis of Hopfield-Type Neural Networks: Almost Stability. Kaiming Wang |
| 2012 | A Training Algorithm for Locally Recurrent NN Based on Explicit Gradient of Error in Fault Detection Problems. Sara Carcangiu, Augusto Montisci, Patrizia Boi |
| 2012 | Ambient Intelligent Monitoring of Dementia Suffers Using Unsupervised Neural Networks and Weighted Rule Based Summarisation. Faiyaz Doctor, Chrisina Jayne, Rahat Iqbal |
| 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 | An Operational Riverflow Prediction System in Helmand River, Afghanistan Using Artificial Neural Networks. Bernard Hsieh, Mark Jourdan |
| 2012 | Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques. Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Ignacio Díaz Blanco |
| 2012 | Applying Kernel Methods on Protein Complexes Detection Problem. Charalampos N. Moschopoulos, Griet Laenen, George D. Kritikos, Yves Moreau |
| 2012 | Automatic Landmark Location for Analysis of Cardiac MRI Images. Chrisina Jayne, Andreas Lanitis, Chris Christodoulou |
| 2012 | Backpropagation Neural Network Applications for a Welding Process Control Problem. Adnan Aktepe, Süleyman Ersöz, Murat Lüy |
| 2012 | Biomedical Color Image Segmentation through Precise Seed Selection in Fuzzy Clustering. Byomkesh Mandal, Balaram Bhattacharyya |
| 2012 | Characterizing Mobile Network Daily Traffic Patterns by 1-Dimensional SOM and Clustering. Pekka Kumpulainen, Kimmo Hätönen |
| 2012 | Detection and Classification of ECG Chaotic Components Using ANN Trained by Specially Simulated Data. Polina Kurtser, Ofer Levi, Vladimir Gontar |
| 2012 | Dipolar Designing Layers of Formal Neurons. Leon Bobrowski |
| 2012 | Direct Zero-Norm Minimization for Neural Network Pruning and Training. Stavros P. Adam, George D. Magoulas, Michael N. Vrahatis |
| 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 | Elastic Nets for Detection of Up-Regulated Genes in Microarrays. Marcos A. Lévano, Alejandro Mellado |
| 2012 | Elimination of a Catastrophic Destruction of a Memory in the Hopfield Model. Iakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii |
| 2012 | Employing ANN That Estimate Ozone in a Short-Term Scale When Monitoring Stations Malfunction. Antonios Papaleonidas, Lazaros S. Iliadis |
| 2012 | Engineering Applications of Neural Networks, 13th International Conference, EANN 2012, London, UK, September 20-23, 2012. Proceedings Chrisina Jayne, Shigang Yue, Lazaros S. Iliadis |
| 2012 | Evaluating the Impact of Categorical Data Encoding and Scaling on Neural Network Classification Performance: The Case of Repeat Consumption of Identical Cultural Goods. Elena Fitkov-Norris, Samireh Vahid, Chris Hand |
| 2012 | Evolving an Indoor Robotic Localization System Based on Wireless Networks. Gustavo Pessin, Fernando Santos Osório, Jefferson R. Souza, Fausto G. Costa, Jó Ueyama, Denis F. Wolf, Torsten Braun, Patrícia A. Vargas |
| 2012 | Forecasting and Trading the High-Low Range of Stocks and ETFs with Neural Networks. Hans-Jörg von Mettenheim, Michael H. Breitner |
| 2012 | Fuzzy-Logic Inference for Early Detection of Sleep Onset in Car Driver. Mario Malcangi, Salvatore Smirne |
| 2012 | Hybrid Computational Model for Producing English Past Tense Verbs. Maitrei Kohli, George D. Magoulas, Michael S. C. Thomas |
| 2012 | Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks. Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong |
| 2012 | Kalman Filters and Neural Networks in Forecasting and Trading. Georgios Sermpinis, Christian L. Dunis, Jason Laws, Charalampos Stasinakis |
| 2012 | Knowledge Clustering Using a Neural Network in a Course on Medical-Surgical Nursing. José Luis Fernández-Alemán, Chrisina Jayne, Ana Belén Sánchez García, Juan Manuel Carrillo de Gea, José Ambrosio Toval Álvarez |
| 2012 | Learning of Spatio-temporal Dynamics in Thermal Engineering. Matthias De Lozzo, Patricia Klotz, Béatrice Laurent |
| 2012 | Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks. Javier E. Reyes Sanchez, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit |
| 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 | Models Based on Neural Networks and Neuro-Fuzzy Systems for Wind Power Prediction Using Wavelet Transform as Data Preprocessing Method. Ronaldo Ribeiro Barbosa de Aquino, Hugo T. V. Gouveia, Milde M. S. Lira, Aida Araujo Ferreira, Otoni Nóbrega Neto, Manoel A. Carvalho |
| 2012 | Network Intrusion Detection System Using Data Mining. Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg |
| 2012 | Neural Adaptive Control in Application Service Management Environment. Tomasz D. Sikora, George D. Magoulas |
| 2012 | Neural Networks for Air Data Estimation: Test of Neural Network Simulating Real Flight Instruments. Manuela Battipede, Piero A. Gili, Angelo Lerro |
| 2012 | Neural Networks for the Analysis of Mine-Induced Vibrations Transmission from Ground to Building Foundation. Krystyna Kuzniar, Lukasz Chudyba |
| 2012 | Object-Oriented Neurofuzzy Modeling and Control of a Binary Distillation Column by Using MODELICA. Javier Fernández de Cañete, Alfonso García-Cerezo, Inmaculada García-Moral, Pablo del Saz-Orozco, Ernesto Ochoa |
| 2012 | On the Intelligent Machine Learning in Three Dimensional Space and Applications. Bipin K. Tripathi, Prem K. Kalra |
| 2012 | Optimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing. Pretesh B. Patel, Tshilidzi Marwala |
| 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-Jörg von Mettenheim, Michael H. Breitner |
| 2012 | Using RISE Observer to Implement Patchy Neural Network for the Identification of "Wing Rock" Phenomenon on Slender Delta 80° Wings. Paraskevas M. Chavatzopoulos, Thomas Giotis, Manolis A. Christodoulou, Haris E. Psillakis |
| 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 | Visual Analysis of a Cold Rolling Process Using Data-Based Modeling. Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González |
| 2012 | Visual Based Contour Detection by Using the Improved Short Path Finding. Jiawei Xu, Shigang Yue |
| 2012 | Wind Power Forecasting to Minimize the Effects of Overproduction. Fernando Ribeiro, Paulo Salgado, João Barreira |