Fieguth, P. . (2022). An Introduction to Pattern Recognition and Machine Learning. Springer.
References
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Fieguth, P. . (2021). An Introduction to Complex Systems (2nd Edition). Springer.
Liu, L. ., Ouyang, W. ., Wang, X. ., Fieguth, P. ., Chen, J. ., Liu, X. ., & Pietikäinen, M. . (2020). Deep learning for generic object detection: A survey. International Journal of Computer Vision, 128, 261-318.
Ecclestone, B. R., Bell, K. ., Abbasi, S. ., Dinakaran, D. ., van Landeghem, F. K., Mackey, J. R., Fieguth, P. ., & Reza, P. H. (2020). Improving maximal safe brain tumor resection with photoacoustic remote sensing microscopy. Scientific Reports, 10, 1-7.
Shafiee, M. J., Jeddi, A. ., Nazemi, A. ., Fieguth, P. ., & Wong, A. . (2020). Deep Neural Network Perception Models and Robust Autonomous Driving Systems. ArXiv Preprint arXiv:2003.08756.
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.