Ion Petre - UTU Research Portal - UTU Research Portal

Ion Petre

- professori,
matematiikka (matematiikan ja tilastotieteen laitos)

Department of Mathematics and Statistics

ion.petre@utu.fi

Työhuone: 367

ORCID-tunniste: https://orcid.org/0000-0002-5014-5529

Petre_CV January 2023 full.pdf

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Discrete mathematics; theoretical computer science; complex systems; data science; computational systems biology; machine learning

Julkaisut

1/9

Machine Learning meets Raman spectroscopy: a systematic review of literature in cancer diagnostics (2025)
- Procedia Computer Science
29th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2025) Oancea, Bogdan; Necula, Marian; Milea, Eduard-Costin; Amărioarei, Alexandru; Petre, Ion; Păun, Mihaela-Marinela
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Model checking for distributed reaction systems with temporal-epistemic properties (2025)
- Natural Computing
Meski, Artur; Koutny, Maciej; Mikulski, Łukasz; Petre, Ion; Penczek, Wojciech; Piatkowski, Marcin
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Multiset Reaction Systems (2025)
- Lecture Notes in Computer Science
Languages of Cooperation and Communication: Essays Dedicated to Erzsébet Csuhaj-Varjú to Celebrate Her Scientific Career Bottoni, Paolo; Mitrana, Victor; Petre, Ion
(A3 Vertaisarvioitu kirjan tai muun kokoomateoksen osa)
Preface (2025)
- Natural Computing
Brodo, Linda; Gori, Roberta; Milazzo, Paolo; Petre, Ion
(B1 Vertaisarvioitu muu artikkeli (esim. pääkirjoitus, letter, comment) tieteellisessä lehdessä)
Preface (2025)
- Natural Computing
Jonoska, Natasha; Petre, Ion; Rozenberg, Grzegorz
(B1 Vertaisarvioitu muu artikkeli (esim. pääkirjoitus, letter, comment) tieteellisessä lehdessä)
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 Vertaisarvioitu artikkeli konferenssijulkaisussa)
RADAR: Raman Spectral Analysis Using Deep Learning for Artifact Removal (2025)
- Advanced Optical Materials
Sjöberg, Joel; Siminea, Nicoleta; Paun, Andrei; Lita, Adrian; Larion, Mioara; Petre, Ion
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Raman spectroscopy and machine learning can quantitatively asses clindamycin in liquid samples (2025)
- Procedia Computer Science
29th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2025) Milea, Eduard C.; Alecu, Andreia; Stoica, Alice; Necula, Marian; Petre, Ion; Litescu, Simona; Paun, Mihaela
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Simulation and Analysis of Distributed Reaction Systems (2025)
- IEEE Access
Brodo, Linda; Bruni, Roberto; Falaschi, Moreno; Petre, Ion
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Tribute to Arto Salomaa (2025)
- Theoretical Computer Science
Karhumäki, Juhani; Kari, Jarkko; Kari, Lila; Maurer, Hermann; Petre, Ion; Rozenberg, Grzegorz
(B1 Vertaisarvioimaton kirjoitus tieteellisessä lehdessä )
Two New Types of Evolution in Quantitative Reaction Systems (2025)
- International Symposium on Intelligent Systems and Informatics
2025 IEEE 23rd Jubilee International Symposium on Intelligent Systems and Informatics (SISY) Mitrana, Victor; Paun, Mihaela; Petre, Ion
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Connecting the dots : Computational network analysis for disease insight and drug repurposing (2024)
- Current Opinion in Structural Biology
Siminea, Nicoleta; Czeizler, Eugen; Popescu, Victor-Bogdan; Petre, Ion; Păun, Andrei
(A2 Vertaisarvioitu katsausartikkeli tieteellisessä lehdessä)
Preface : Special issue on Foundational Methods in Systems Biology (2024)
- Theoretical Computer Science
Petre, Ion; Paeun, Andrei
(O2 Muu julkaisu )
Raman-based machine learning platform reveals unique metabolic differences between IDHmut and IDHwt glioma (2024)
- Neuro-Oncology
Lita, Adrian; Sjöberg, Joel; Păcioianu, David; Siminea, Nicoleta; Celiku, Orieta; Dowdy, Tyrone; Păun, Andrei; Gilbert, Mark R; Noushmehr, Houtan; Petre, Ion; Larion, Mioara
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Strong regulatory graphs (2024)
- Fundamenta Informaticae
Gustafsson, Patric; Petre, Ion
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Raman-based AI platform to accelerate the diagnosis and management of gliomas via rapid methylation profiling (2023)
- Neuro-Oncology
Lita Adrian, Sjöberg Joel, Păcioianu David, Siminea Nicoleta, Celiku Orieta, Păun Andrei, Gilbert Mark, Noushmehr Houtan, Petre Ion, Larion Mioara
(O2 Muu julkaisu )
Computational Methods in Systems Biology: 20th International Conference, CMSB 2022, Bucharest, Romania, September 14–16, 2022, Proceedings (2022)
- Lecture Notes in Computer Science
Petre Ion, Păun Andrei
(C2 Toimitustyö tieteelliselle kokoomateokselle)
Network analytics for drug repurposing in COVID-19 (2022)
- Briefings in Bioinformatics
Siminea Nicoleta, Popescu Victor, Sanchez Martin Jose Angel, Florea Daniela, Gavril Georgiana, Gheorghe Ana-Maria, Iţcuş Corina, Kanhaiya Krishna, Pacioglu Octavian, Popa Laura Iona, Trandafir Romica, Tusa Maria Iris, Sidoroff Manuela, Păun Mihaela, Czeizler Eugen, Păun Andrei, Petre Ion
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Network controllability solutions for computational drug repurposing using genetic algorithms (2022)
- Scientific Reports
Popescu Victor-Bogdan, Kanhaiya Krishna, Nastac Dumitru Iulian, Czeizler Eugen, Petre Ion
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
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 Vertaisarvioitu kirjan tai muun kokoomateoksen osa)