OUR PUBLICATIONS
Journal Papers
Rostakova Z., Rosipal R.
Neural Computing and Applications, 34:14793-14805, 2022. doi:10.1007/s00521-022-07318-x.
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Rosipal R., Rostakova Z., Trejo L.J.
Tensor Decomposition of Human Oscillatory Brain Activity in Frequency, Space and Time.
Biological Psychology, 169:108287, 2022. doi.org/10.1016/j.biopsycho.2022.108287.
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Trejo L.J., Rosipal R., Moore A., Lujan B., Kosheleff A., Ereshefsky L., Owen R., Vlasuk G.
PsyArXiv, doi:10.31234/osf.io/hu7ba, 2021.
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Rostakova Z., Rosipal R. Seifpour S., Trejo L.J.
Measurement Science Review, 20(3):126-138, 2020.
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Rosipal R., Porubcova N., Barancok P., Cimrova B., Farkas I., Trejo L.J.
Journal of Neurophysiology, 121(2):620-633, 2019.
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Trejo L.J., Kubitz K., Rosipal R., Kochavi R.L., Montgomery L.D.
EEG-Based Estimation and Classification of Mental Fatigue.
Psychology, 6:572-589, 2015.
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Rosipal R., Lewandowski A., Dorffner G.
In search of objective components for sleep quality indexing in normal sleep.
Biological Psychology, 94(1):210-220, 2013.
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Lewandowski A., Rosipal R., Dorffner G.
On the Individuality of Sleep EEG Spectra.
Journal of Psychophysiology, 27(3):105-112, 2013.
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Lewandowski A., Rosipal R., Dorffner G.
Extracting more information from EEG recordings for a better description of sleep.
Computer Methods and Programs in Biomedicine, 108(3):961-972, 2012.
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Trejo L.J., Rosipal R., Matthews B.
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 14(2):225-229, 2006.
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Rosipal R., Trejo L.J.
Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space.
Journal of Machine Learning Research, 2(Dec):97-123, 2001.
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Trejo, L. J., Ryan-Jones, D. L., & Kramer, A. F.
Psychophysiology, 32(4), 319–328, 1995. doi:10.1111/j.1469-8986.1995.tb01214.x.
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Trejo, L. J., Kramer, A. F. & Arnold, J. A.
Event-related potentials as indices of display-monitoring performance
Biological Psychology, 40(1-2), 33–71, 1995. doi:10.1016/0301-0511(95)05103-1.
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Book Chapters
Rosipal R., Trejo L.J.
Nonlinear Partial Least Squares: An Overview.
Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques, Lodhi H., Yamanishi Y. (eds.), ACCM, IGI Global, pp. 169-189, 2011.
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Conference Papers
Rosipal R., Trejo L.J., Zaidel E.
Atomic Decomposition of EEG for Mapping Cortical Activation.
ML: Tensor Methods for Machine Learning, ECML/PKDD 2013 Workshop, Prague, Czech Republic, 2013.
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Trejo L.J., Rosipal R., Nunez P.L.
Advanced Physiological Estimation of Cognitive Status.
The 27th Army Science Conference, Orlando, Florida, November 29 - December 2, 2010.
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Rosipal R., Trejo L.J., Nunez P.L.
Application of Multi-way EEG Decomposition for Cognitive Workload Monitoring
Proceedings of the 6th International Conference on Partial Least Squares and Related Methods, Vinzi V.E, Tenenhaus M., Guan R. (eds.), Beijing, China, pp. 145-149, 2009.
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Trejo L.J., Knuth K., Prado R., Rosipal R., Kubitz K.,Kochavi R., Matthews B., Zhang Y.
EEG-based Estimation of Mental Fatigue: Convergent Evidence for a Three-State Model
Proceedings of 13th International Conference on Human Computer Interaction, Schmorrow D.D., Reeves L.M.(eds.): Augmented Cognition, HCII 2007, Beijing, China, Springer, pp. 201-211, 2007.
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Trejo L.J., Kochavi R., Kubitz K., Montgomery L.D., Rosipal R., Matthews B.
Measures and models for predicting cognitive fatigue
Proceedings of SPIE Vol. 5797: Biomonitoring for Physiological and Cognitive Performance During Military Operations, Caldwell J.A., Wesensten N.J. (eds.), SPIE Defense & Security Symposium, Orlando, FL, pp. 105-115, 2005.
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Wallerius J., Trejo L.J., Matthews R., Rosipal R., and Caldwell J.A.
Proceedings of 11th International Conference on Human Computer Interaction, Las Vegas, NV, 2005.
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Posters & Talks
Trejo L.J., Ereshefsky L., Rosipal R., Moore A., Hassman H., Owen R., Vlasuk G.
2021 ASCP Annual Meeting, Virtual Conference, June 1-4, 2021.
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Rosipal R., Trejo L.J., Rostakova Z, Cimrova B.
Atomic Decomposition of Human EEG Oscillations In Medical Research And Pharmaceutical Trials
The 20th Biennial IPEG Meeting, Neuropsychobiology, 77(3):135-136, 2018.
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Rosipal R., Porubcova N., Cimrova B., Farkas I.
The Seventh International BCI Meeting, Pacific Grove, CA, USA, May 21-25, 2018.
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Rosipal R., Trejo L.J., Wallerius J., Apparies R., Cimrova B, Miller J.
The 19th Biennial IPEG Meeting, Neuropsychiatric Electrophysiology, 2 (Suppl. 1):17-17, 2016.
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Technical Reports & Manuals
Pacific Development and Technology, LLC
APECSgui Installation Guide and User Manual
Version 1.0, March 31, 2012.
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Trejo, L. J., Inlow, M., Stanny, R. R., Morey, W. A., & Makeig, S.
NPRDC Technical Report TR-91-6 (March, 1991). Navy Personnel Research and Development Center, San Diego, CA, USA, doi:10.21236/ada235114.
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