| Online anomaly detection using dimensionality reduction techniques for HTTP log analysis A Juvonen, T Sipola, T Hämäläinen Computer Networks 91, 46-56, 2015 | 115 | 2015 |
| Artificial intelligence in the IoT era: A review of edge AI hardware and software T Sipola, J Alatalo, T Kokkonen, M Rantonen 2022 31st Conference of Open Innovations Association (FRUCT), 320-331, 2022 | 61 | 2022 |
| Hilbert-Huang versus Morlet wavelet transformation on mismatch negativity of children in uninterrupted sound paradigm F Cong, T Sipola, T Huttunen-Scott, X Xu, T Ristaniemi, H Lyytinen Nonlinear biomedical physics 3, 1-8, 2009 | 42 | 2009 |
| Anomaly detection from network logs using diffusion maps T Sipola, A Juvonen, J Lehtonen International Conference on Engineering Applications of Neural Networks, 172-181, 2011 | 39 | 2011 |
| Key issues in decomposing fMRI during naturalistic and continuous music experience with independent component analysis F Cong, T Puoliväli, V Alluri, T Sipola, I Burunat, P Toiviainen, AK Nandi, ... Journal of Neuroscience Methods 223, 74-84, 2014 | 34 | 2014 |
| Adaptive framework for network traffic classification using dimensionality reduction and clustering A Juvonen, T Sipola 2012 IV International Congress on Ultra Modern Telecommunications and …, 2012 | 24 | 2012 |
| Research literature clustering using diffusion maps P Nieminen, I Pölönen, T Sipola Journal of Informetrics 7 (4), 874-886, 2013 | 23 | 2013 |
| Dimensionality reduction framework for detecting anomalies from network logs T Sipola, A Juvonen, J Lehtonen Engineering Intelligent Systems 20 (1/2), 2012 | 15 | 2012 |
| Gear classification and fault detection using a diffusion map framework T Sipola, T Ristaniemi, A Averbuch Pattern Recognition Letters 53, 53-61, 2015 | 14 | 2015 |
| Color-Optimized One-Pixel Attack Against Digital Pathology Images J Korpihalkola, T Sipola, T Kokkonen 2021 29th Conference of Open Innovations Association (FRUCT) 29 (1), 206-213, 2021 | 12 | 2021 |
| Model Fooling Attacks Against Medical Imaging: A Short Survey T Sipola, S Puuska, T Kokkonen Information & Security: An International Journal 46 (2), 215-224, 2020 | 12 | 2020 |
| One-pixel attack deceives computer-assisted diagnosis of cancer J Korpihalkola, T Sipola, S Puuska, T Kokkonen Proceedings of the 2021 4th International Conference on Signal Processing …, 2021 | 11* | 2021 |
| Diffusion map for clustering fMRI spatial maps extracted by independent component analysis T Sipola, F Cong, T Ristaniemi, V Alluri, P Toiviainen, E Brattico, AK Nandi 2013 IEEE international workshop on machine learning for signal processing …, 2013 | 11 | 2013 |
| Combining conjunctive rule extraction with diffusion maps for network intrusion detection A Juvonen, T Sipola 2013 IEEE Symposium on Computers and Communications (ISCC), 000411-000416, 2013 | 10 | 2013 |
| One-Pixel Attacks Against Medical Imaging: A Conceptual Framework T Sipola, T Kokkonen World Conference on Information Systems and Technologies (WorldCIST), 197-203, 2021 | 9 | 2021 |
| Anomaly detection framework using rule extraction for efficient intrusion detection A Juvonen, T Sipola arXiv preprint arXiv:1410.7709, 2014 | 9 | 2014 |
| Artificial intelligence and cybersecurity: Theory and applications T Sipola, T Kokkonen, M Karjalainen Springer Nature, 2022 | 8* | 2022 |
| Detecting one-pixel attacks using variational autoencoders J Alatalo, T Sipola, T Kokkonen World Conference on Information Systems and Technologies, 611-623, 2022 | 8 | 2022 |
| Kyberturvallisuuden koulutusohjelman muutostarpeiden tutkimus–hankkeen loppuraportti M Lehto Informaatioteknologian tiedekunnan julkaisuja, 2022 | 6 | 2022 |
| Cyber range: preparing for crisis or something just for technical people? J Päijänen, K Saharinen, J Salonen, T Sipola, J Vykopal, T Kokkonen Proceeding of the 20th European Conference on Cyber Warfare and Security …, 2021 | 6 | 2021 |
Tero KokkonenJAMK University of Applied SciencesVerified email at jamk.fi
