Author

Tuomo Sipola

Observed names: Sipola, Tuomo, T. Sipola

Institution: JAMK University of Applied Sciences

Observed institutions: JAMK University of Applied Sciences, University of Jyväskylä

ORCID: 0000-0002-2354-0400

Observed ORCID: 0000-0002-2354-0400

OpenAlex ID: A5047972800

Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software

2022 · Tuomo Sipola, Janne Alatalo, et al. · Conference of Open Innovations Association (FRUCT) · 107

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Online anomaly detection using dimensionality reduction techniques for HTTP log analysis

2015 · Antti Juvonen, Tuomo Sipola, et al. · Computer Networks · 91

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Hilbert-Huang versus Morlet wavelet transformation on mismatch negativity of children in uninterrupted sound paradigm

2009 · Fengyu Cong, Tuomo Sipola, et al. · Nonlinear Biomedical Physics · 55

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Machine Learning Applications of Quantum Computing: A Review

2024 · Thien Nguyen, Tuomo Sipola, et al. · European Conference on Cyber Warfare and Security · 45

Key issues in decomposing fMRI during naturalistic and continuous music experience with independent component analysis

2013 · Fengyu Cong, Tuomas Puoliväli, et al. · Journal of Neuroscience Methods · 32

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Applications of Post-Quantum Cryptography

2024 · Emils Bagirovs, Grigory Provodin, et al. · European Conference on Cyber Warfare and Security · 31

Anomaly Detection from Network Logs Using Diffusion Maps

2011 · Tuomo Sipola, Antti Juvonen, et al. · IFIP International Federation for Information Processing/IFIP · 29

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Digital Twin of Food Supply Chain for Cyber Exercises

2023 · Tuomo Sipola, Tero Kokkonen, et al. · Applied Sciences · 17

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Artificial Intelligence and Cybersecurity

2022 · Tuomo Sipola, Tero Kokkonen, et al. · Springer eBooks · 17

Research literature clustering using diffusion maps

2013 · Paavo Nieminen, Ilkka Pölönen, et al. · Journal of Informetrics · 17

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Adaptive framework for network traffic classification using dimensionality reduction and clustering

2012 · Antti Juvonen, Tuomo Sipola · International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) · 17

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Improved Difference Images for Change Detection Classifiers in SAR Imagery Using Deep Learning

2023 · Janne Alatalo, Tuomo Sipola, et al. · IEEE Transactions on Geoscience and Remote Sensing · 16

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Color-Optimized One-Pixel Attack Against Digital Pathology Images

2021 · Joni Korpihalkola, Tuomo Sipola, et al. · Conference of Open Innovations Association (FRUCT) · 15

Gear classification and fault detection using a diffusion map framework

2014 · Tuomo Sipola, Tapani Ristaniemi, et al. · Pattern Recognition Letters · 14

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Reducing Emissions Using Artificial Intelligence in the Energy Sector: A Scoping Review

2025 · Janne Alatalo, Eppu Heilimo, et al. · Applied Sciences · 13

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Artificial Intelligence Cyberattacks in Red Teaming: A Scoping Review

2024 · Mays Al-Azzawi, Dung Doan, et al. · Lecture notes in networks and systems · 12

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Recent Trends in Artificial Intelligence Technology: A Scoping Review

2023 · Niskanen, Teemu, Sipola, Tuomo, et al. · arXiv (Cornell University) · 12

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One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer

2021 · Joni Korpihalkola, Tuomo Sipola, et al. · 12

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Dimensionality Reduction Framework for Detecting Anomalies from Network Logs

2012 · Tuomo Sipola, Antti Juvonen, et al. · Jyväskylä University Digital Archive (University of Jyväskylä) · 12

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Cybersecurity awareness and hygiene development in Finnish vocational education: staff perceptions, training gaps and diverse learning pathways

2025 · Anna-Liisa Ojala, Tuomo Sipola, et al. · Information and Computer Security · 11

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Detecting One-Pixel Attacks Using Variational Autoencoders

2022 · Janne Alatalo, Tuomo Sipola, et al. · Lecture notes in networks and systems · 11

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Combining conjunctive rule extraction with diffusion maps for network intrusion detection

2013 · Antti Juvonen, Tuomo Sipola · IEEE Symposium on Computers and Communications (ISCC) · 11

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Model Fooling Attacks Against Medical Imaging: A Short Survey

2020 · Tuomo Sipola, Samir Puuska, et al. · Information & Security An International Journal · 10

One-Pixel Attacks Against Medical Imaging: A Conceptual Framework

2021 · Tuomo Sipola, Tero Kokkonen · Advances in intelligent systems and computing · 9

Diffusion map for clustering fMRI spatial maps extracted by independent component analysis

2013 · Tuomo Sipola, Fengyu Cong, et al. · Machine learning for signal processing ... · 8

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Works count: 52

Citation count: 681

H-index: 14

I10-index: 23