| 2008 | ||
|---|---|---|
| 39 | Vitaly Schetinin, Dayou Li, Carsten Maple: An Evolutionary-Based Approach to Learning Multiple Decision Models from Underrepresented Data CoRR abs/0805.3800: (2008) | |
| 38 | L. Jakaite, Vitaly Schetinin: Feature Selection for Bayesian Evaluation of Trauma Death Risk CoRR abs/0805.3802: (2008) | |
| 2007 | ||
| 37 | Vitaly Schetinin, Wojtek J. Krzanowski, Carsten Maple: The Bayesian Decision Tree Technique Using an Adaptive Sampling Scheme. CBMS 2007: 121-126 | |
| 36 | Vitaly Schetinin, Valentina V. Zharkova, Anatoly Brazhnikov, Sergei I. Zharkov, Emanuele Salerno, Luigi Bedini, Ercan E. Kuruoglu, Anna Tonazzini, Damjan Zazula, Boris Cigale, Hiroyuki Yoshida: Advanced Feature Recognition and Classification Using Artificial Intelligence Paradigms. Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images 2007: 151-338 | |
| 35 | Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez: Estimating Classification Uncertainty of Bayesian Decision TreeTechnique on Financial Data. Perception-based Data Mining and Decision Making in Economics and Finance 2007: 155-179 | |
| 34 | J. Uglov, Vitaly Schetinin, Carsten Maple: Comparing Robustness of Pairwise and Multiclass Neural-Network Systems for Face Recognition CoRR abs/0704.3515: (2007) | |
| 33 | Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Timothy J. Coats, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez: Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications. IEEE Transactions on Information Technology in Biomedicine 11(3): 312-319 (2007) | |
| 32 | Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin: Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma cases. Neural Computing and Applications 16(1): 1-10 (2007) | |
| 2006 | ||
| 31 | Carsten Maple, Vitaly Schetinin: Using A Bayesian Averaging Model for Estimating the Reliability of Decisions in Multimodal Biometrics. ARES 2006: 929-935 | |
| 30 | Derek Partridge, Vitaly Schetinin, Dayou Li, Timothy J. Coats, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey: Interpretability of Bayesian Decision Trees Induced from Trauma Data. ICAISC 2006: 972-981 | |
| 29 | Vitaly Schetinin, Valentina V. Zharkova, Sergei I. Zharkov: Bayesian Decision Tree Averaging for the Probabilistic Interpretation of Solar Flare Occurrences. KES (3) 2006: 523-532 | |
| 28 | Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez: A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems. Integrated Intelligent Systems for Engineering Design 2006: 82-96 | |
| 27 | Wojtek J. Krzanowski, Trevor C. Bailey, Derek Partridge, Jonathan E. Fieldsend, Richard M. Everson, Vitaly Schetinin: Confidence in Classification: A Bayesian Approach. J. Classification 23(2): 199-220 (2006) | |
| 26 | Vitaly Schetinin, Joachim Schult: Learning polynomial networks for classification of clinical electroencephalograms. Soft Comput. 10(4): 397-403 (2006) | |
| 2005 | ||
| 25 | Vitaly Schetinin, Joachim Schult: Learning Polynomial Networks for Classification of Clinical Electroencephalograms CoRR abs/cs/0504041: (2005) | |
| 24 | Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez: The Bayesian Decision Tree Technique with a Sweeping Strategy CoRR abs/cs/0504042: (2005) | |
| 23 | Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernandez: Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles CoRR abs/cs/0504043: (2005) | |
| 22 | Vitaly Schetinin, Joachim Schult, Burkhart Scheidt, Valery Kuriakin: Learning Multi-Class Neural-Network Models from Electroencephalograms CoRR abs/cs/0504052: (2005) | |
| 21 | Valentina V. Zharkova, Vitaly Schetinin: A Neural-Network Technique for Recognition of Filaments in Solar Images CoRR abs/cs/0504053: (2005) | |
| 20 | Vitaly Schetinin: Learning from Web: Review of Approaches CoRR abs/cs/0504054: (2005) | |
| 19 | Vitaly Schetinin: A Learning Algorithm for Evolving Cascade Neural Networks CoRR abs/cs/0504055: (2005) | |
| 18 | Vitaly Schetinin: Self-Organizing Multilayered Neural Networks of Optimal Complexity CoRR abs/cs/0504056: (2005) | |
| 17 | Vitaly Schetinin, Anatoly Brazhnikov: Diagnostic Rule Extraction Using Neural Networks CoRR abs/cs/0504057: (2005) | |
| 16 | Vitaly Schetinin: Polynomial Neural Networks Learnt to Classify EEG Signals CoRR abs/cs/0504058: (2005) | |
| 15 | Vitaly Schetinin: A Neural Network Decision Tree for Learning Concepts from EEG Data CoRR abs/cs/0504059: (2005) | |
| 14 | Vitaly Schetinin, Joachim Schult, Anatoly Brazhnikov: Neural-Network Techniques for Visual Mining Clinical Electroencephalograms CoRR abs/cs/0504064: (2005) | |
| 13 | Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez: Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data CoRR abs/cs/0504065: (2005) | |
| 12 | Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez: Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique CoRR abs/cs/0504066: (2005) | |
| 11 | Vitaly Schetinin: An Evolving Cascade Neural Network Technique for Cleaning Sleep Electroencephalograms CoRR abs/cs/0504067: (2005) | |
| 10 | Vitaly Schetinin, A. Kostunin: Self-Organization of the Neuron Collective of Optimal Complexity CoRR abs/cs/0504068: (2005) | |
| 9 | Vitaly Schetinin, Joachim Schult: A Neural-Network Technique to Learn Concepts from Electroencephalograms CoRR abs/cs/0504069: (2005) | |
| 8 | Vitaly Schetinin, Joachim Schult: The Combined Technique for Detection of Artifacts in Clinical Electroencephalograms of Sleeping Newborns CoRR abs/cs/0504070: (2005) | |
| 2004 | ||
| 7 | Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernandez: Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. IDEAL 2004: 726-732 | |
| 6 | Vitaly Schetinin, Joachim Schult: The combined technique for detection of artifacts in clinical electroencephalograms of sleeping newborns. IEEE Transactions on Information Technology in Biomedicine 8(1): 28-35 (2004) | |
| 2003 | ||
| 5 | Valentina V. Zharkova, Vitaly Schetinin: A recognition of filaments in solar images with an artificial neural network. ESANN 2003: 521-526 | |
| 4 | Valentina V. Zharkova, Vitaly Schetinin: A Neural-Network Technique for Recognition of Filaments in Solar Images. KES 2003: 148-154 | |
| 3 | Vitaly Schetinin, Joachim Schult, Burkhart Scheidt, Valery Kuriakin: Learning Multi-class Neural-Network Models from Electroencephalograms. KES 2003: 155-162 | |
| 2 | Victor Abrukov, Vitaly Schetinin, Pavel Deltsov: Using Artificial Neural Networks for Combustion Interferometry. KES 2003: 684-690 | |
| 1 | Vitaly Schetinin: A Learning Algorithm for Evolving Cascade Neural Networks. Neural Processing Letters 17(1): 21-31 (2003) | |