Fieguth, P. . (2022). An Introduction to Pattern Recognition and Machine Learning. Springer.
Publications
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Fieguth, P. . (2021). An Introduction to Complex Systems (2nd Edition). Springer.
Carrington, A. M., Fieguth, P. W., Qazi, H. ., Holzinger, A. ., Chen, H. H., Mayr, F. ., & Manuel, D. G. (2020). A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms. BMC Medical Informatics and Decision Making, 20, 1-12.
Shafiee, M. J., Jeddi, A. ., Nazemi, A. ., Fieguth, P. ., & Wong, A. . (2020). Deep Neural Network Perception Models and Robust Autonomous Driving Systems. ArXiv, arXiv-2003.
Abdar, M. ., Pourpanah, F. ., Hussain, S. ., Rezazadegan, D. ., Liu, L. ., Ghavamzadeh, M. ., Fieguth, P. ., Khosravi, A. ., Acharya, R. ., Makarenkov, V. ., & . (2020). A review of uncertainty quantification in deep learning: Techniques, applications and challenges. ArXiv Preprint arXiv:2011.06225.
Shafiee, M. J., Jeddi, A. ., Nazemi, A. ., Fieguth, P. ., & Wong, A. . (2020). Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement. IEEE Signal Processing Magazine, 38, 22-30.
Naiel, M. A., Ertay, D. S., Vlasea, M. ., & Fieguth, P. . (2020). Adaptive vision-based detection of laser-material interaction for directed energy deposition. Additive Manufacturing, 36, 101468.
Raisi, Z. ., Naiel, M. A., Fieguth, P. ., Wardell, S. ., & Zelek, J. . (2020). Text Detection and Recognition in the Wild: A Review. ArXiv Preprint arXiv:2006.04305.
Xiaodan, H. ., Naiel, M. A., Azimifar, Z. ., Ben Daya, I. ., Lamm, M. ., & Fieguth, P. . (2020). Device, system and method for enhancing one or more of high contrast regions and text regions in projected images.
Pellegrino, N. ., Abbasi, S. R., Bell, K. ., Dinakaran, D. ., Bigras, G. ., Mackey, J. R., Fieguth, P. ., & Reza, P. H. (2020). Chromophore selective multi-wavelength photoacoustic remote sensing (Conference Presentation). Photons Plus Ultrasound: Imaging and Sensing, 11240, 112400H. International Society for Optics and Photonics.