| Overview and recent advances in partial least squares R Rosipal, N Krämer Subspace, Latent Structure and Feature Selection Techniques; Saunders C …, 2005 | 1509 | 2005 |
| Kernel partial least squares regression in reproducing kernel hilbert space R Rosipal, LJ Trejo Journal of machine learning research 2 (Dec), 97-123, 2001 | 1341 | 2001 |
| Brain-Computer Interfaces for 1-D and 2-D Cursor Control: Designs Using Volitional Control of the EEG Spectrum or Steady-State Visual Evoked Potentials LJ Trejo, R Rosipal, B Matthews IEEE Transactions on Neural Systems and Rehabilitation Engineering 14 (2 …, 2006 | 373 | 2006 |
| EEG-based estimation and classification of mental fatigue LJ Trejo, K Kubitz, R Rosipal, RL Kochavi, LD Montgomery Psychology 6 (05), 572-589, 2015 | 323 | 2015 |
| Kernel PCA for feature extraction and de-noising in nonlinear regression R Rosipal, M Girolami, LJ Trejo, A Cichocki Neural Computing & Applications 10, 231-243, 2001 | 307 | 2001 |
| Eigenproblems in pattern recognition T Bie, N Cristianini, R Rosipal Handbook of Geometric Computing, 129-167, 2005 | 217* | 2005 |
| Kernel PLS-SVC for linear and nonlinear classification R Rosipal, LJ Trejo, B Matthews Proceedings of the Twentieth International Conference on Machine Learning …, 2003 | 152 | 2003 |
| Kernel partial least squares for nonlinear regression and discrimination R Rosipal Neural Network World 13 (3), 291-300, 2003 | 151 | 2003 |
| Nonlinear Partial Least Squares: An Overview R Rosipal Chemoinformatics and Advanced Machine Learning Perspectives: Complex …, 2011 | 129 | 2011 |
| EEG-based estimation of mental fatigue: Convergent evidence for a three-state model LJ Trejo, K Knuth, R Prado, R Rosipal, K Kubitz, R Kochavi, B Matthews, ... Foundations of Augmented Cognition: Third International Conference, FAC 2007 …, 2007 | 122 | 2007 |
| Multimodal neuroelectric interface development LJ Trejo, KR Wheeler, CC Jorgensen, R Rosipal, ST Clanton, B Matthews, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 11 (2 …, 2003 | 93 | 2003 |
| In search of objective components for sleep quality indexing in normal sleep R Rosipal, A Lewandowski, G Dorffner Biological psychology 94 (1), 210-220, 2013 | 84 | 2013 |
| An expectation-maximization approach to nonlinear component analysis R Rosipal, M Girolami Neural Computation 13 (3), 505-510, 2001 | 84 | 2001 |
| Measures and models for predicting cognitive fatigue LJ Trejo, R Kochavi, K Kubitz, LD Montgomery, R Rosipal, B Matthews Proceedings of SPIE Vol. 5797: Biomonitoring for Physiological and Cognitive …, 2005 | 60* | 2005 |
| Prediction of chaotic time-series with a resource-allocating RBF network R Rosipal, M Koska, I Farkaš Neural Processing Letters 7, 185-197, 1998 | 51 | 1998 |
| Kernel principal component regression with EM approach to nonlinear principal components extraction R Rosipal, LJ Trejo, A Cichocki Technical Report, University of Paisley, 2000 | 44 | 2000 |
| EEG-based drivers’ drowsiness monitoring using a hierarchical Gaussian mixture model R Rosipal, B Peters, G Kecklund, T Åkerstedt, G Gruber, M Woertz, ... Foundations of Augmented Cognition: Third International Conference, FAC 2007 …, 2007 | 38 | 2007 |
| Assessment and training of visuospatial cognitive functions in virtual reality: proposal and perspective Š Korecko, M Hudák, B Sobota, M Marko, B Cimrová, I Farkaš, R Rosipal CogInfoCom: The 9th IEEE International Conference on Cognitive …, 2018 | 35 | 2018 |
| Kernel PCA feature extraction of event-related potentials for human signal detection performance R Rosipal, M Girolami, LJ Trejo Artificial Neural Networks in Medicine and Biology: Proceedings of the …, 2000 | 35 | 2000 |
| Kernel-based regression and objective nonlinear measures to assess brain functioning R Rosipal PhD Thesis, University of Paisley, Scotland, 2001 | 31 | 2001 |
Leonardo Jose Trejo, Ph. D.Pacific Development and Technology, LLCVerified email at pacdel.com
