Mine Kerpicci

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Sparse Learning

Anomaly Detection

Kernel Based Nonlinear

Density Estimators

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Mine Kerpicci, Milos Prvulovic, Alenka G. Zajic
Efficient Dissimilarity Detection in Time Series With Application to Side-Channel Analysis. IEEE Access 11 (2023)
Mine Kerpicci, Van Nguyen, Shuhua Zhang, Erik Visser
Application of Knowledge Distillation to Multi-Task Speech Representation Learning. INTERSPEECH (2023)
Mine Kerpicci, Van Nguyen, Shuhua Zhang, Erik Visser
Application of Knowledge Distillation to Multi-task Speech Representation Learning. CoRR (2022)
Mine Kerpicci, Milos Prvulovic, Alenka G. Zajic
A Hierarchical Approach for Multiple Periodicity Detection in Software Code Analysis. IEEE Access 10 (2022)
Mine Kerpicci, Huseyin Ozkan, Suleyman Serdar Kozat
Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Ali H. Mirza, Mine Kerpicci, Suleyman Serdar Kozat
Efficient online learning with improved LSTM neural networks. Digit. Signal Process. 102 (2020)
Basarbatu Can, Mine Kerpicci, Huseyin Ozkan
Online Kernel-Based Nonlinear Neyman-Pearson Classification. EUSIPCO (2020)
Mine Kerpicci, Suleyman Serdar Kozat, Huseyin Ozkan
Sequential Anomaly Detection Using Nonparametric Density Estimators. SIU (2019)
Tolga Ergen, Mine Kerpicci
A novel anomaly detection approach based on neural networks. SIU (2018)