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
ΤίτλοςΠαρατίθεται απόΈτος
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
1772011
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
1542010
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
442010
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
342013
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
312014
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
252014
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
202013
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
122015
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
102011
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
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
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
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
32010
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
22019
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
22016
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
Investigation of Medication Dosage Influences from Biological Weather
K Karatzas, M Riga, D Voukantsis, Å Dahl
Engineering Applications of Neural Networks, 481-490, 2011
2011
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