Dimitrios Voukantsis, PhD
Dimitrios Voukantsis, PhD
Postdoctoral Researcher, CRUK/MRC Institute, University of Oxford
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα oncology.ox.ac.uk - Αρχική σελίδα
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Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2. 5 concentrations using artificial neural networks, in Thessaloniki and …
D Voukantsis, K Karatzas, J Kukkonen, T Räsänen, A Karppinen, ...
Science of the Total Environment 409 (7), 1266-1276, 2011
2102011
Data-based method for creating electricity use load profiles using large amount of customer-specific hourly measured electricity use data
T Räsänen, D Voukantsis, H Niska, K Karatzas, M Kolehmainen
Applied Energy 87 (11), 3538-3545, 2010
1962010
Forecasting daily pollen concentrations using data-driven modeling methods in Thessaloniki, Greece
D Voukantsis, H Niska, K Karatzas, M Riga, A Damialis, D Vokou
Atmospheric Environment 44 (39), 5101-5111, 2010
502010
Personalized pollen‐related symptom‐forecast information services for allergic rhinitis patients in Europe
U Berger, K Karatzas, S Jaeger, D Voukantsis, M Sofiev, O Brandt, ...
Allergy 68 (8), 963-965, 2013
442013
Predicting daily ragweed pollen concentrations using Computational Intelligence techniques over two heavily polluted areas in Europe
Z Csépe, L Makra, D Voukantsis, I Matyasovszky, G Tusnády, K Karatzas, ...
Science of the Total Environment 476, 542-552, 2014
352014
The patient’s hay-fever diary: three years of results from Germany
K Karatzas, D Voukantsis, S Jaeger, U Berger, M Smith, O Brandt, ...
Aerobiologia 30 (1), 1-11, 2014
312014
Analysis and forecasting of airborne pollen–induced symptoms with the aid of computational intelligence methods
D Voukantsis, K Karatzas, S Jaeger, U Berger, M Smith
Aerobiologia 29 (2), 175-185, 2013
222013
Sparse episode identification in environmental datasets: The case of air quality assessment
FA Tzima, PA Mitkas, D Voukantsis, K Karatzas
Expert Systems with Applications 38 (5), 5019-5027, 2011
142011
Personalized symptoms forecasting for pollen-induced allergic rhinitis sufferers
D Voukantsis, U Berger, F Tzima, K Karatzas, S Jaeger, KC Bergmann
International journal of biometeorology 59 (7), 889-897, 2015
132015
Modeling genotypes in their microenvironment to predict single- and multi-cellular behavior
D Voukantsis, K Kahn, M Hadley, R Wilson, FM Buffa
gigascience 8 (3), giz010, 2019
52019
Investigation of relationships and interconnections between Pollen and Air Quality data with the aid of Computational Intelligence Methods.
D Voukantsis, KD Karatzas, A Rantio-Lehtimaki, M Sofiev
EnviroInfo (1), 195-204, 2009
52009
Studying and predicting quality of life atmospheric parameters with the aid of computational intelligence methods
K Karatzas, D Voukantsis
52008
Forecasting airborne pollen concentration of Poaceae (Grass) and Oleaceae (Olive), using artificial neural networks and genetic algorithms, in Thessaloniki, Greece
D Voukantsis, KD Karatzas, A Damialis, D Vokou
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-6, 2010
42010
ICT Technologies and Somputational Intelligence Methods for the Creation of an Early Warning Air Pollution Information System.
KD Karatzas, A Bassoukos, D Voukantsis, FA Tzima, K Nikolaou, ...
EnviroInfo, 482-489, 2008
42008
Computational intelligence methods for rolling bearing fault detection
N Katsifarakis, M Riga, D Voukantsis, K Karatzas
Journal of the Brazilian Society of Mechanical Sciences and Engineering 38 …, 2016
32016
Personalized information services for quality of life: The case of airborne pollen induced symptoms
D Voukantsis, K Karatzas, S Jaeger, U Berger
Engineering Applications of Neural Networks, 509-515, 2011
32011
Predicting daily ragweed pollen concentrations using neural networks and tree algorithms over Lyon (France) and Szeged (Hungary)
Z Csépe, L Makra, D Voukantsis, I Matyasovszky, G Tusnády, K Karatzas, ...
ACTA CLIMATOLOGICA ET CHOROLOGICA 47, 17-32, 2014
22014
Pollen forecasting and allergic symptoms recording as the basis for personalized information services
K Karatzas, M Sofiev, D Voukantsis, M Prank, U Berger, V Epitropou, ...
Proceedings of the 8th international conference on air quality—science and …, 2012
22012
Allergy medication dose and biological weather: a data-oriented investigation
K Karatzas, M Riga, D Voukantsis, Å Dahl
Int J Artif Intell 9 (12), 90-105, 2012
12012
Switching On Static Gene Regulatory Networks to Compute Cellular Decisions
CE Pavillet, D Voukantsis, FM Buffa
bioRxiv, 2020
2020
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