Tuomo Sipola

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Tapani RistaniemiProfessorVerified email at jyu.fi
Fengyu CongProfessor, Dalian University of Technology, China; Docent, University of Jyvaskyla, FinlandVerified email at dlut.edu.cn
Petri ToiviainenProfessor of MusicVerified email at jyu.fi
Elvira BratticoAarhus University, Denmark & University of Bari Aldo Moro, ItalyVerified email at clin.au.dk
Professor Asoke K. NandiChair and Head of Electronic and Computer EngineeringVerified email at brunel.ac.uk
Heikki LyytinenPsykologian professori, Jyväskylän yliopistoVerified email at psyka.jyu.fi
X. George Xu, Ph.D.Rensselaer Polytechnic Institute, Troy, New YorkVerified email at rpi.edu
Vinoo AlluriAssistant Professor, Cognitive Science, Kohli Center on Intelligent Systems, IIIT-HVerified email at iiit.ac.in
Tuomas Puolivälihttps://github.com/puolivalVerified email at ieee.org
Timo T HämäläinenUniversity of JyvaskylaVerified email at jyu.fi
Amir AverbuchProfessor of Computer Science, Tel-Aviv UniversityVerified email at math.tau.ac.il
Iballa BurunatUniversity of JyväskyläVerified email at jyu.fi
Ilkka PölönenAssociate Professor (Computational Data Analysis), Faculty of Information TechnologyVerified email at jyu.fi
Samir PuuskaResearcher, JAMK University of Applied SciencesVerified email at jamk.fi
Yaniv ShmueliEngineering Manager, FacebookVerified email at cs.tau.ac.il
Gil ShabatVerified email at cs.tau.ac.il
Tiina ParviainenUniversity researcher, University of JyväskyläVerified email at jyu.fi
Marina KliuchkoHearing Systems, Department of Health Technology, Technical University of DenmarkVerified email at dtu.dk
Anja ThiedeUniversity of HelsinkiVerified email at helsinki.fi

Tuomo Sipola

Senior Researcher, JAMK University of Applied Sciences

Verified email at jamk.fi

Machine Learning Artificial Intelligence Data Mining Cyber Security


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Online anomaly detection using dimensionality reduction techniques for HTTP log analysis A Juvonen, T Sipola, T Hämäläinen Computer Networks 91, 46-56, 2015	61	2015
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), 1-8, 2009	37	2009
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	31	2014
Anomaly detection from network logs using diffusion maps T Sipola, A Juvonen, J Lehtonen Engineering Applications of Neural Networks, 172-181, 2011	29	2011
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	17	2013
Dimensionality reduction framework for detecting anomalies from network logs T Sipola, A Juvonen, J Lehtonen Engineering Intelligent Systems 20 (1/2), 2012	13	2012
Gear classification and fault detection using a diffusion map framework T Sipola, T Ristaniemi, A Averbuch Pattern Recognition Letters 53, 53-61, 2015	10	2015
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	9	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	8	2013
Knowledge discovery using diffusion maps T Sipola Jyväskylä studies in computing, 2013	5	2013
Concatenated trial based hilbert-huang transformation on event-related potentials F Cong, T Sipola, X Xu, T Huttunen-Scott, H Lyytinen, T Ristaniemi The 2010 International Joint Conference on Neural Networks (IJCNN), 1-5, 2010	5	2010
Anomaly detection framework using rule extraction for efficient intrusion detection A Juvonen, T Sipola arXiv preprint arXiv:1410.7709, 2014	4	2014
Using affinity perturbations to detect web traffic anomalies Y Shmueli, T Sipola, G Shabat, A Averbuch Proceedings of the 10th International Conference on Sampling Theory and …, 2013	4	2013
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	3	2020
One-pixel attack deceives automatic detection of breast cancer J Korpihalkola, T Sipola, S Puuska, T Kokkonen arXiv preprint arXiv:2012.00517, 2020	2	2020
Knowledge discovery from network logs T Sipola Cyber security: analytics, technology and automation, 195-203, 2015	2	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	1	2021
One-Pixel Attacks Against Medical Imaging: A Conceptual Framework T Sipola, T Kokkonen World Conference on Information Systems and Technologies (WorldCIST), 197-203, 2021	1	2021
Chromatic and spatial analysis of one-pixel attacks against an image classifier J Alatalo, J Korpihalkola, T Sipola, T Kokkonen arXiv preprint arXiv:2105.13771, 2021		2021

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