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PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices.

D. Mavroeidis, L. Batina, T. van Laarhoven, and E. Marchiori. ECML/PKDD (1), volume 7523 of Lecture Notes in Computer Science, page 253-268. Springer, (2012)

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Nina van den Daele University of Stuttgart

Dr. phil. Leo van Waveren University of Stuttgart

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Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting.J. Acquarelli, E. Marchiori, L. Buydens, T. Tran, and T. van Laarhoven. Remote Sensing, 10 (7): 1156 (2018)Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders.N. Rad, T. van Laarhoven, C. Furlanello, and E. Marchiori. Sensors, 18 (10): 3533 (2018)Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders.N. Rad, S. Kia, C. Zarbo, T. van Laarhoven, G. Jurman, P. Venuti, E. Marchiori, and C. Furlanello. Signal Processing, (2018)Overview and Evaluation of Premise Selection Techniques for Large Theory Mathematics.D. Kühlwein, T. van Laarhoven, E. Tsivtsivadze, J. Urban, and T. Heskes. IJCAR, volume 7364 of Lecture Notes in Computer Science, page 378-392. Springer, (2012)Network community detection with edge classifiers trained on LFR graphs.T. van Laarhoven, and E. Marchiori. ESANN, (2013)PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices.D. Mavroeidis, L. Batina, T. van Laarhoven, and E. Marchiori. ECML/PKDD (1), volume 7523 of Lecture Notes in Computer Science, page 253-268. Springer, (2012)Local community detection by seed expansion: from conductance to weighted kernel 1-mean optimization.T. van Laarhoven, and E. Marchiori. CoRR, (2016)Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images.J. Acquarelli, E. Marchiori, L. Buydens, T. Tran, and T. van Laarhoven. CoRR, (2017)L2 Regularization versus Batch and Weight Normalization.T. van Laarhoven. CoRR, (2017)Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means.T. van Laarhoven, and E. Marchiori. J. Mach. Learn. Res., (2016)