Ion Petre
Department of Mathematics and Statistics ion.petre@utu.fi Office: 367 ORCID identifier: https://orcid.org/0000-0002-5014-5529 |
Areas of expertise
Discrete mathematics; theoretical computer science; complex systems; data science; computational systems biology; machine learning
Discrete mathematics; theoretical computer science; complex systems; data science; computational systems biology; machine learning
Publications 
1 of 9
- Machine Learning meets Raman spectroscopy: a systematic review of literature in cancer diagnostics (2025)
- Procedia Computer Science
(A4 Refereed article in a conference publication ) - Model checking for distributed reaction systems with temporal-epistemic properties (2025)
- Natural Computing
(A1 Refereed original research article in a scientific journal) - Multiset Reaction Systems (2025)
- Lecture Notes in Computer Science
(A3 Refereed book chapter or chapter in a compilation book) - Preface (2025)
- Natural Computing
(B1 Other refereed article (e.g., editorial, letter, comment) in a scientific journal) - Preface (2025)
- Natural Computing
(B1 Other refereed article (e.g., editorial, letter, comment) in a scientific journal) - Quantitative Reaction Systems (2025) 2025 5th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Mitrana, Victor; Păun, Mihaela; Petre, Ion; Prelipcean, Ana-Maria
(A4 Refereed article in a conference publication ) - RADAR: Raman Spectral Analysis Using Deep Learning for Artifact Removal (2025)
- Advanced Optical Materials
(A1 Refereed original research article in a scientific journal) - Raman spectroscopy and machine learning can quantitatively asses clindamycin in liquid samples (2025)
- Procedia Computer Science
(A4 Refereed article in a conference publication ) - Simulation and Analysis of Distributed Reaction Systems (2025)
- IEEE Access
(A1 Refereed original research article in a scientific journal) - Tribute to Arto Salomaa (2025)
- Theoretical Computer Science
(B1 Non-refereed article in a scientific journal) - Two New Types of Evolution in Quantitative Reaction Systems (2025)
- International Symposium on Intelligent Systems and Informatics
(A4 Refereed article in a conference publication ) - Connecting the dots : Computational network analysis for disease insight and drug repurposing (2024)
- Current Opinion in Structural Biology
(A2 Refereed review article in a scientific journal ) - Preface : Special issue on Foundational Methods in Systems Biology (2024)
- Theoretical Computer Science
(Other publication) - Raman-based machine learning platform reveals unique metabolic differences between IDHmut and IDHwt glioma (2024)
- Neuro-Oncology
(A1 Refereed original research article in a scientific journal) - Strong regulatory graphs (2024)
- Fundamenta Informaticae
(A1 Refereed original research article in a scientific journal) - Raman-based AI platform to accelerate the diagnosis and management of gliomas via rapid methylation profiling (2023)
- Neuro-Oncology
(Other publication) - Computational Methods in Systems Biology: 20th International Conference, CMSB 2022, Bucharest, Romania, September 14–16, 2022, Proceedings (2022)
- Lecture Notes in Computer Science
(C2 Editorial work for a scientific compilation book) - Network analytics for drug repurposing in COVID-19 (2022)
- Briefings in Bioinformatics
(A1 Refereed original research article in a scientific journal) - Network controllability solutions for computational drug repurposing using genetic algorithms (2022)
- Scientific Reports
(A1 Refereed original research article in a scientific journal) - Network modeling methods for precision medicine (2022) Systems Biology Modelling and Analysis: Formal Bioinformatics Methods and Tools Nushi Elio, Popescu Victor, Sanchez Martin Jose Angel, Ivanov Sergiu, Czeizler Eugen, Petre Ion
(A3 Refereed book chapter or chapter in a compilation book)
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