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ORCIDKonstantinos Demertzis
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2020 – today
- 2023
[j29]Vasiliki Demertzi, Stavros Demertzis, Konstantinos Demertzis:
An Overview of Privacy Dimensions on the Industrial Internet of Things (IIoT). Algorithms 16(8): 378 (2023)- [j28]Dimitris Papathanasiou
, Konstantinos Demertzis, Nikos Tziritas:
Machine Failure Prediction Using Survival Analysis. Future Internet 15(5): 153 (2023) - [j27]Alexandros Papanikolaou, Aggelos Alevizopoulos, Christos Ilioudis, Konstantinos Demertzis, Konstantinos Rantos:
An autoML network traffic analyzer for cyber threat detection. Int. J. Inf. Sec. 22(5): 1511-1530 (2023) - [j26]Vasiliki Demertzi, Konstantinos Demertzis:
A Hybrid Ontology Matching Mechanism for Adaptive Educational eLearning Environments. Int. J. Inf. Technol. Decis. Mak. 22(6): 1813-1841 (2023) - [j25]Georgios D. Papadopoulos, Lykourgos Magafas, Konstantinos Demertzis, Ioannis Antoniou:
Analyzing Global Geopolitical Stability in Terms of World Trade Network Analysis. Inf. 14(8): 442 (2023) - [j24]Konstantinos Demertzis, Konstantinos Rantos, Lykourgos Magafas, Charalabos Skianis, Lazaros Iliadis:
A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System. Inf. 14(9): 477 (2023) - [c30]Konstantinos Demertzis, Lazaros S. Iliadis:
An Autonomous Self-learning and Self-adversarial Training Neural Architecture for Intelligent and Resilient Cyber Security Systems. EANN 2023: 461-478 - [c29]Konstantinos Demertzis, Lazaros S. Iliadis, Antonios Papaleonidas:
Adaptive Reservoir Neural Gas: An Effective Clustering Algorithm for Addressing Concept Drift in Real-Time Data Streams. ICANN (6) 2023: 152-166 - [c28]Konstantinos Demertzis, Lazaros S. Iliadis:
Next Generation Automated Reservoir Computing for Cyber Defense. AIAI (2) 2023: 16-27 - [i9]Alexandros Papanikolaou, Aggelos Alevizopoulos, Christos Ilioudis, Konstantinos Demertzis, Konstantinos Rantos:
A Cyber Threat Intelligence Management Platform for Industrial Environments. CoRR abs/2301.03445 (2023) - [i8]Vasiliki Demertzi, Stavros Demertzis, Konstantinos Demertzis:
An Overview of Privacy Dimensions on Industrial Internet of Things (IIoT). CoRR abs/2301.06172 (2023) - 2022
- [j23]Georgios Gkougkoudis, Dimitrios Pissanidis, Konstantinos Demertzis:
Intelligence-Led Policing and the New Technologies Adopted by the Hellenic Police. Digit. 2(2): 143-163 (2022) - [j22]Konstantinos Demertzis, Lazaros Iliadis, Panagiotis Kikiras, Elias Pimenidis:
An explainable semi-personalized federated learning model. Integr. Comput. Aided Eng. 29(4): 335-350 (2022) - [j21]Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Panagiotis Kikiras:
Variational restricted Boltzmann machines to automated anomaly detection. Neural Comput. Appl. 34(18): 15207-15220 (2022) - [j20]Konstantinos Demertzis, Georgios D. Papadopoulos, Lazaros Iliadis, Lykourgos Magafas:
A Comprehensive Survey on Nanophotonic Neural Networks: Architectures, Training Methods, Optimization, and Activations Functions. Sensors 22(3): 720 (2022) - [c27]Konstantinos Demertzis, Panagiotis Kikiras, Lazaros Iliadis:
A Blockchained Secure and Integrity-Preserved Architecture for Military Logistics Operations. EANN 2022: 271-283 - [i7]Konstantinos Demertzis, Konstantinos Kostinakis, Konstantinos Morfidis, Lazaros Iliadis:
A Comparative Evaluation of Machine Learning Algorithms for the Prediction of R/C Buildings' Seismic Damage. CoRR abs/2203.13449 (2022) - [i6]Konstantinos Kostinakis, Konstantinos Morfidis, Konstantinos Demertzis, Lazaros Iliadis:
Classification of Buildings' Potential for Seismic Damage by Means of Artificial Intelligence Techniques. CoRR abs/2205.01076 (2022) - [i5]Vasiliki Demertzi, Stavros Demertzis, Konstantinos Demertzis:
An Overview of Cyber Threats, Attacks, and Countermeasures on the Primary Domains of Smart Cities. CoRR abs/2207.04424 (2022) - 2021
- [j19]Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis:
Geo-AI to aid disaster response by memory-augmented deep reservoir computing. Integr. Comput. Aided Eng. 28(4): 383-398 (2021) - [j18]Konstantinos Demertzis, Konstantinos G. Tsiknas, Dimitrios Taketzis, Dimitrios N. Skoutas, Charalabos Skianis, Lazaros Iliadis, Kyriakos E. Zoiros:
Communication Network Standards for Smart Grid Infrastructures. Network 1(2): 132-145 (2021) - [c26]Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria G. Koziri, Panagiotis Kikiras:
Blockchained Adaptive Federated Auto MetaLearning BigData and DevOps CyberSecurity Architecture in Industry 4.0. EANN 2021: 345-363 - [c25]Konstantinos Demertzis, Lazaros Iliadis:
AI Threat Detection and Response on Smart Networks. ICCCI 2021: 685-695 - [c24]Konstantinos Demertzis, Lazaros Iliadis, Panagiotis Kikiras:
A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks. AIAI Workshops 2021: 211-227 - [c23]Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria G. Koziri, Panagiotis Kikiras, Michael Tonkin:
Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework. AIAI 2021: 769-779 - [i4]Konstantinos Demertzis, Konstantinos G. Tsiknas, Dimitrios Taketzis, Charalabos Skianis, Lazaros Iliadis:
Darknet Traffic Big-Data Analysis and Network Management to Real-Time Automating the Malicious Intent Detection Process by a Weight Agnostic Neural Networks Framework. CoRR abs/2102.08411 (2021) - [i3]Konstantinos Demertzis:
Blockchained Federated Learning for Threat Defense. CoRR abs/2102.12746 (2021) - [i2]Konstantinos Demertzis, Georgios C. Papadopoulos, Lazaros Iliadis, Lykourgos Magafas:
A Comprehensive Survey on Nanophotonics Neural Networks. CoRR abs/2111.01550 (2021) - 2020
- [j17]Konstantinos Demertzis, Lazaros S. Iliadis:
GeoAI: A Model-Agnostic Meta-Ensemble Zero-Shot Learning Method for Hyperspectral Image Analysis and Classification. Algorithms 13(3): 61 (2020) - [j16]Konstantinos Demertzis, Konstantinos Rantos, George Drosatos:
A Dynamic Intelligent Policies Analysis Mechanism for Personal Data Processing in the IoT Ecosystem. Big Data Cogn. Comput. 4(2): 9 (2020) - [j15]Konstantinos Demertzis, Lazaros S. Iliadis, Ilias Bougoudis:
Gryphon: a semi-supervised anomaly detection system based on one-class evolving spiking neural network. Neural Comput. Appl. 32(9): 4303-4314 (2020) - [j14]Lining Xing, Konstantinos Demertzis, Jinghui Yang:
Identifying data streams anomalies by evolving spiking restricted Boltzmann machines. Neural Comput. Appl. 32(11): 6699-6713 (2020) - [j13]Konstantinos Demertzis, Lazaros Iliadis, Nikos Tziritas, Panagiotis Kikiras:
Anomaly detection via blockchained deep learning smart contracts in industry 4.0. Neural Comput. Appl. 32(23): 17361-17378 (2020) - [c22]Konstantinos Demertzis, Lazaros S. Iliadis, Elias Pimenidis:
Large-Scale Geospatial Data Analysis: Geographic Object-Based Scene Classification in Remote Sensing Images by GIS and Deep Residual Learning. EANN 2020: 274-291 - [i1]Vasiliki Demertzi, Konstantinos Demertzis:
A Hybrid Adaptive Educational eLearning Project based on Ontologies Matching and Recommendation System. CoRR abs/2007.14771 (2020)
2010 – 2019
- 2019
- [j12]Konstantinos Demertzis, Nikos Tziritas, Panayiotis Kikiras, Salvador Llopis Sánchez, Lazaros Iliadis:
The Next Generation Cognitive Security Operations Center: Adaptive Analytic Lambda Architecture for Efficient Defense against Adversarial Attacks. Big Data Cogn. Comput. 3(1): 6 (2019) - [c21]Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis:
A Machine Hearing Framework for Real-Time Streaming Analytics Using Lambda Architecture. EANN 2019: 246-261 - [c20]Konstantinos Demertzis, Lazaros S. Iliadis, Panayiotis Kikiras, Nikos Tziritas:
Cyber-Typhon: An Online Multi-task Anomaly Detection Framework. AIAI 2019: 19-36 - 2018
- [j11]Konstantinos Demertzis, Panayiotis Kikiras, Nikos Tziritas, Salvador Llopis Sánchez, Lazaros Iliadis:
The Next Generation Cognitive Security Operations Center: Network Flow Forensics Using Cybersecurity Intelligence. Big Data Cogn. Comput. 2(4): 35 (2018) - [j10]Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis:
Hybrid intelligent modeling of wild fires risk. Evol. Syst. 9(4): 267-283 (2018) - [j9]Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis:
Extreme deep learning in biosecurity: the case of machine hearing for marine species identification. J. Inf. Telecommun. 2(4): 492-510 (2018) - [j8]Ilias Bougoudis, Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis, Antonios Papaleonidas:
FuSSFFra, a fuzzy semi-supervised forecasting framework: the case of the air pollution in Athens. Neural Comput. Appl. 29(7): 375-388 (2018) - [j7]Lazaros S. Iliadis, Vardis-Dimitris Anezakis, Konstantinos Demertzis, Stefanos Spartalis:
Hybrid Soft Computing for Atmospheric Pollution-Climate Change Data Mining. Trans. Comput. Collect. Intell. 30: 152-177 (2018) - [c19]Vardis-Dimitris Anezakis, Georgios Mallinis, Lazaros S. Iliadis, Konstantinos Demertzis:
Soft computing forecasting of cardiovascular and respiratory incidents based on climate change scenarios. EAIS 2018: 1-8 - [c18]Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis:
A Dynamic Ensemble Learning Framework for Data Stream Analysis and Real-Time Threat Detection. ICANN (1) 2018: 669-681 - [c17]Konstantinos Rantos, George Drosatos, Konstantinos Demertzis, Christos Ilioudis, Alexandros Papanikolaou:
Blockchain-based Consents Management for Personal Data Processing in the IoT Ecosystem. ICETE (2) 2018: 738-743 - [c16]Konstantinos Demertzis, Vardis-Dimitris Anezakis, Lazaros S. Iliadis, Stefanos Spartalis:
Temporal Modeling of Invasive Species' Migration in Greece from Neighboring Countries Using Fuzzy Cognitive Maps. AIAI 2018: 592-605 - [c15]Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis:
MOLESTRA: A Multi-Task Learning Approach for Real-Time Big Data Analytics. INISTA 2018: 1-8 - [c14]Konstantinos Rantos, George Drosatos, Konstantinos Demertzis, Christos Ilioudis, Alexandros Papanikolaou, Antonios Kritsas:
ADvoCATE: A Consent Management Platform for Personal Data Processing in the IoT Using Blockchain Technology. SecITC 2018: 300-313 - 2017
- [b1]Konstantinos Demertzis:
Ανάπτυξη ευφυών προτύπων και αντίστοιχων πληροφοριακών συστημάτων, εμπνευσμένων από βιολογικά αντίστοιχα, με στόχο την αξιολόγηση περιβαλλοντικών προβλημάτων και κινδύνων. Democritus University of Thrace, Greece, 2017 - [j6]Lazaros S. Iliadis, Vardis-Dimitris Anezakis, Konstantinos Demertzis, Georgios Mallinis:
Hybrid Unsupervised Modeling of Air Pollution Impact to Cardiovascular and Respiratory Diseases. Int. J. Inf. Syst. Crisis Response Manag. 9(3): 13-35 (2017) - [j5]Konstantinos Demertzis, Lazaros S. Iliadis, Stavros Avramidis, Yousry A. El-Kassaby:
Machine learning use in predicting interior spruce wood density utilizing progeny test information. Neural Comput. Appl. 28(3): 505-519 (2017) - [j4]Konstantinos Demertzis, Lazaros S. Iliadis:
Detecting invasive species with a bio-inspired semi-supervised neurocomputing approach: the case of Lagocephalus sceleratus. Neural Comput. Appl. 28(6): 1225-1234 (2017) - [j3]Konstantinos Demertzis, Lazaros S. Iliadis:
Computational intelligence anti-malware framework for android OS. Vietnam. J. Comput. Sci. 4(4): 245-259 (2017) - [c13]Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis:
A Spiking One-Class Anomaly Detection Framework for Cyber-Security on Industrial Control Systems. EANN 2017: 122-134 - [c12]Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis:
A deep spiking machine-hearing system for the case of invasive fish species. INISTA 2017: 23-28 - [c11]Vardis-Dimitris Anezakis, Lazaros S. Iliadis, Konstantinos Demertzis, Georgios Mallinis:
Hybrid Soft Computing Analytics of Cardiorespiratory Morbidity and Mortality Risk Due to Air Pollution. ISCRAM-med 2017: 87-105 - 2016
- [j2]Ilias Bougoudis, Konstantinos Demertzis, Lazaros S. Iliadis:
Fast and low cost prediction of extreme air pollution values with hybrid unsupervised learning. Integr. Comput. Aided Eng. 23(2): 115-127 (2016) - [j1]Ilias Bougoudis, Konstantinos Demertzis, Lazaros S. Iliadis:
HISYCOL a hybrid computational intelligence system for combined machine learning: the case of air pollution modeling in Athens. Neural Comput. Appl. 27(5): 1191-1206 (2016) - [c10]Ilias Bougoudis, Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis, Antonios Papaleonidas:
Semi-supervised Hybrid Modeling of Atmospheric Pollution in Urban Centers. EANN 2016: 51-63 - [c9]Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis:
Fuzzy Cognitive Maps for Long-Term Prognosis of the Evolution of Atmospheric Pollution, Based on Climate Change Scenarios: The Case of Athens. ICCCI (1) 2016: 175-186 - [c8]Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis:
A Hybrid Soft Computing Approach Producing Robust Forest Fire Risk Indices. AIAI 2016: 191-203 - [c7]Konstantinos Demertzis, Lazaros S. Iliadis:
Adaptive Elitist Differential Evolution Extreme Learning Machines on Big Data: Intelligent Recognition of Invasive Species. INNS Conference on Big Data 2016: 333-345 - 2015
- [c6]Konstantinos Demertzis, Lazaros S. Iliadis:
Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The Case of Invasive Fish Species Lagocephalus Sceleratus. EANN 2015: 89-99 - [c5]Konstantinos Demertzis, Lazaros S. Iliadis:
SAME: An Intelligent Anti-malware Extension for Android ART Virtual Machine. ICCCI (2) 2015: 235-245 - [c4]Konstantinos Demertzis, Lazaros S. Iliadis:
Evolving Smart URL Filter in a Zone-Based Policy Firewall for Detecting Algorithmically Generated Malicious Domains. SLDS 2015: 223-233 - 2014
- [c3]Konstantinos Demertzis, Lazaros S. Iliadis:
Evolving Computational Intelligence System for Malware Detection. CAiSE Workshops 2014: 322-334 - [c2]Konstantinos Demertzis, Lazaros S. Iliadis:
Bio-inspired Hybrid Intelligent Method for Detecting Android Malware. KICSS 2014: 289-304 - 2013
- [c1]Konstantinos Demertzis, Lazaros S. Iliadis:
A Hybrid Network Anomaly and Intrusion Detection Approach Based on Evolving Spiking Neural Network Classification. e-Democracy 2013: 11-23
Coauthor Index
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