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Konstantinos Theofilatos
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Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and particle swarm optimization
G Sermpinis, K Theofilatos, A Karathanasopoulos, EF Georgopoulos, ...
European Journal of Operational Research 225 (3), 528-540, 2013
1612013
Systemic mechanisms and effects of ionizing radiation: A new⿿ old⿿ paradigm of how the bystanders and distant can become the players
Z Nikitaki, IV Mavragani, DA Laskaratou, V Gika, VP Moskvin, ...
Seminars in cancer biology 37, 77-95, 2016
1032016
Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms—Support vector regression forecast combinations
G Sermpinis, C Stasinakis, K Theofilatos, A Karathanasopoulos
European Journal of Operational Research 247 (3), 831-846, 2015
1032015
Artificial intelligence in financial markets
C Dunis, PW Middleton, A Karathanasopolous, K Theofilatos
Palgrave Macmillan, 2016
732016
Comparative analysis of circulating noncoding RNAs versus protein biomarkers in the detection of myocardial injury
C Schulte, T Barwari, A Joshi, K Theofilatos, A Zampetaki, ...
Circulation research 125 (3), 328-340, 2019
702019
A genetic programming approach for EUR/USD exchange rate forecasting and trading
GA Vasilakis, KA Theofilatos, EF Georgopoulos, A Karathanasopoulos, ...
Computational economics 42 (4), 415-431, 2013
552013
SARS-CoV-2 RNAemia and proteomic trajectories inform prognostication in COVID-19 patients admitted to intensive care
C Gutmann, K Takov, SA Burnap, B Singh, H Ali, K Theofilatos, E Reed, ...
Nature communications 12 (1), 1-17, 2021
532021
Where we stand, where we are moving: surveying computational techniques for identifying miRNA genes and uncovering their regulatory role
D Kleftogiannis, A Korfiati, K Theofilatos, S Likothanassis, A Tsakalidis, ...
Journal of biomedical informatics 46 (3), 563-573, 2013
532013
Systems biology in cardiovascular disease: a multiomics approach
A Joshi, M Rienks, K Theofilatos, M Mayr
Nature Reviews Cardiology 18 (5), 313-330, 2021
492021
Inflation and unemployment forecasting with genetic support vector regression
G Sermpinis, C Stasinakis, K Theofilatos, A Karathanasopoulos
Journal of Forecasting 33 (6), 471-487, 2014
362014
Forecasting US unemployment with radial basis neural networks, Kalman filters and support vector regressions
C Stasinakis, G Sermpinis, K Theofilatos, A Karathanasopoulos
Computational Economics 47 (4), 569-587, 2016
342016
YamiPred: A novel evolutionary method for predicting pre-miRNAs and selecting relevant features
D Kleftogiannis, K Theofilatos, S Likothanassis, S Mavroudi
IEEE/ACM Transactions on Computational Biology and Bioinformatics 12 (5 …, 2015
342015
Computational approaches for the prediction of protein-protein interactions: a survey
K A Theofilatos, C M Dimitrakopoulos, A K Tsakalidis, S D Likothanassis, ...
Current Bioinformatics 6 (4), 398-414, 2011
312011
Investigation and classification of field leakage current waveforms
D Pylarinos, K Theofilatos, K Siderakis, E Thalassinakis, I Vitellas, ...
IEEE Transactions on Dielectrics and Electrical Insulation 19 (6), 2111-2118, 2012
302012
Stock market prediction using evolutionary support vector machines: an application to the ASE20 index
A Karathanasopoulos, KA Theofilatos, G Sermpinis, C Dunis, S Mitra, ...
The European Journal of Finance 22 (12), 1145-1163, 2016
292016
Modeling and trading the EUR/USD exchange rate using machine learning techniques
K Theofilatos, S Likothanassis, A Karathanasopoulos
Engineering, Technology & Applied Science Research 2 (5), 269-272, 2012
292012
Predicting protein complexes from weighted protein–protein interaction graphs with a novel unsupervised methodology: evolutionary enhanced Markov clustering
K Theofilatos, N Pavlopoulou, C Papasavvas, S Likothanassis, ...
Artificial intelligence in medicine 63 (3), 181-189, 2015
272015
A hybrid genetic algorithm–support vector machine approach in the task of forecasting and trading
CL Dunis, SD Likothanassis, AS Karathanasopoulos, GS Sermpinis, ...
Journal of Asset Management 14 (1), 52-71, 2013
252013
Paracrine signalling by cardiac calcitonin controls atrial fibrogenesis and arrhythmia
LM Moreira, A Takawale, M Hulsurkar, DA Menassa, A Antanaviciute, ...
Nature 587 (7834), 460-465, 2020
242020
EnsembleGASVR: a novel ensemble method for classifying missense single nucleotide polymorphisms
T Rapakoulia, K Theofilatos, D Kleftogiannis, S Likothanasis, A Tsakalidis, ...
Bioinformatics 30 (16), 2324-2333, 2014
232014
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