Konstantinos Demertzis
Konstantinos Demertzis
Adjunct Professor IHU Physics Dep. & Postdoctoral Researcher DUTh School of Civil Engineering
Verified email at fmenr.duth.gr - Homepage
Title
Cited by
Cited by
Year
HISYCOL a hybrid computational intelligence system for combined machine learning: the case of air pollution modeling in Athens
I Bougoudis, K Demertzis, L Iliadis
Neural Computing and Applications, 1-16, 2015
572015
A hybrid network anomaly and intrusion detection approach based on evolving spiking neural network classification
K Demertzis, L Iliadis
International Conference on e-Democracy, 11-23, 2013
442013
Fast and low cost prediction of extreme air pollution values with hybrid unsupervised learning
I Bougoudis, K Demertzis, L Iliadis
Integrated Computer-Aided Engineering 23 (2), 115-127, 2016
412016
Adaptive elitist differential evolution extreme learning machines on big data: intelligent recognition of invasive species
K Demertzis, L Iliadis
INNS Conference on Big Data, 333-345, 2016
372016
A spiking one-class anomaly detection framework for cyber-security on industrial control systems
K Demertzis, L Iliadis, S Spartalis
International Conference on Engineering Applications of Neural Networks, 122-134, 2017
362017
Fuzzy cognitive maps for long-term prognosis of the evolution of atmospheric pollution, based on climate change scenarios: the case of Athens
VD Anezakis, K Dermetzis, L Iliadis, S Spartalis
International Conference on Computational Collective Intelligence, 175-186, 2016
342016
Comparative analysis of exhaust emissions caused by chainsaws with soft computing and statistical approaches
V Dimou, VD Anezakis, K Demertzis, L Iliadis
International Journal of Environmental Science and Technology 15 (7), 1597-1608, 2018
332018
Bio-inspired hybrid intelligent method for detecting android malware
K Demertzis, L Iliadis
Knowledge, Information and Creativity Support Systems, 289-304, 2016
332016
A bio-inspired hybrid artificial intelligence framework for cyber security
K Demertzis, L Iliadis
Computation, Cryptography, and Network Security, 161-193, 2015
322015
Evolving Computational Intelligence System for Malware Detection
K Demertzis, L Iliadis
Advanced Information Systems Engineering Workshops 178 (Lecture Notes in …, 2014
312014
An innovative soft computing system for smart energy grids cybersecurity
K Demertzis, LS Iliadis, VD Anezakis
Advances in Building Energy Research 12 (1), 3-24, 2018
302018
Machine learning use in predicting interior spruce wood density utilizing progeny test information
K Demertzis, L Iliadis, S Avramidis, YA El-Kassaby
Neural Computing and Applications, pp 1-15, 2015
302015
Intelligent bio-inspired detection of food borne pathogen by DNA barcodes: the case of invasive fish species Lagocephalus Sceleratus
K Demertzis, L Iliadis
International Conference on Engineering Applications of Neural Networks, 89-99, 2015
302015
Blockchain-based Consents Management for Personal Data Processing in the IoT Ecosystem.
K Rantos, G Drosatos, K Demertzis, C Ilioudis, A Papanikolaou
ICETE (2), 738-743, 2018
292018
FuSSFFra, a fuzzy semi-supervised forecasting framework: the case of the air pollution in Athens
I Bougoudis, K Demertzis, L Iliadis, VD Anezakis, A Papaleonidas
Neural Computing and Applications 29 (7), 375-388, 2018
292018
Semi-supervised hybrid modeling of atmospheric pollution in urban centers
I Bougoudis, K Demertzis, L Iliadis, VD Anezakis, A Papaleonidas
International Conference on Engineering Applications of Neural Networks, 51-63, 2016
292016
Detecting invasive species with a bio-inspired semi-supervised neurocomputing approach: the case of Lagocephalus sceleratus
K Demertzis, L Iliadis
Neural Computing and Applications 27 (142), 1-10, 2016
292016
Evolving smart URL filter in a zone-based policy firewall for detecting algorithmically generated malicious domains
K Demertzis, L Iliadis
International Symposium on Statistical Learning and Data Sciences, 223-233, 2015
292015
SAME: an intelligent anti-malware extension for android ART virtual machine
K Demertzis, L Iliadis
Computational Collective Intelligence, 235-245, 2015
262015
Extreme deep learning in biosecurity: the case of machine hearing for marine species identification
K Demertzis, LS Iliadis, VD Anezakis
Journal of Information and Telecommunication 2 (4), 492-510, 2018
242018
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Articles 1–20