Konstantinos Demertzis

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 64

Top Topics

Top Venues

Neural Comput. Appl.

Publications

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) (2023)
Konstantinos Demertzis, Lazaros S. Iliadis
Next Generation Automated Reservoir Computing for Cyber Defense. AIAI (2) (2023)
Konstantinos Demertzis, Konstantinos Rantos, Lykourgos Magafas, Charalabos Skianis, Lazaros Iliadis
A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System. Inf. 14 (9) (2023)
Vasiliki Demertzi, Stavros Demertzis, Konstantinos Demertzis
An Overview of Privacy Dimensions on Industrial Internet of Things (IIoT). CoRR (2023)
Vasiliki Demertzi, Konstantinos Demertzis
A Hybrid Ontology Matching Mechanism for Adaptive Educational eLearning Environments. Int. J. Inf. Technol. Decis. Mak. 22 (6) (2023)
Vasiliki Demertzi, Stavros Demertzis, Konstantinos Demertzis
An Overview of Privacy Dimensions on the Industrial Internet of Things (IIoT). Algorithms 16 (8) (2023)
Dimitris Papathanasiou, Konstantinos Demertzis, Nikos Tziritas
Machine Failure Prediction Using Survival Analysis. Future Internet 15 (5) (2023)
Georgios D. Papadopoulos, Lykourgos Magafas, Konstantinos Demertzis, Ioannis Antoniou
Analyzing Global Geopolitical Stability in Terms of World Trade Network Analysis. Inf. 14 (8) (2023)
Konstantinos Demertzis, Lazaros S. Iliadis
An Autonomous Self-learning and Self-adversarial Training Neural Architecture for Intelligent and Resilient Cyber Security Systems. EANN (2023)
Alexandros Papanikolaou, Aggelos Alevizopoulos, Christos Ilioudis, Konstantinos Demertzis, Konstantinos Rantos
A Cyber Threat Intelligence Management Platform for Industrial Environments. CoRR (2023)
Vasiliki Demertzi, Stavros Demertzis, Konstantinos Demertzis
An Overview of Cyber Threats, Attacks, and Countermeasures on the Primary Domains of Smart Cities. CoRR (2022)
Konstantinos Kostinakis, Konstantinos Morfidis, Konstantinos Demertzis, Lazaros Iliadis
Classification of Buildings' Potential for Seismic Damage by Means of Artificial Intelligence Techniques. CoRR (2022)
Konstantinos Demertzis, Panagiotis Kikiras, Lazaros Iliadis
A Blockchained Secure and Integrity-Preserved Architecture for Military Logistics Operations. EANN (2022)
Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Panagiotis Kikiras
Variational restricted Boltzmann machines to automated anomaly detection. Neural Comput. Appl. 34 (18) (2022)
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 (2022)
Konstantinos Demertzis, Lazaros Iliadis, Panagiotis Kikiras, Elias Pimenidis
An explainable semi-personalized federated learning model. Integr. Comput. Aided Eng. 29 (4) (2022)
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) (2022)
Georgios Gkougkoudis, Dimitrios Pissanidis, Konstantinos Demertzis
Intelligence-Led Policing and the New Technologies Adopted by the Hellenic Police. Digit. 2 (2) (2022)
Konstantinos Demertzis, Lazaros Iliadis, Panagiotis Kikiras
A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks. AIAI Workshops (2021)
Konstantinos Demertzis
Blockchained Federated Learning for Threat Defense. CoRR (2021)
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) (2021)
Konstantinos Demertzis, Lazaros Iliadis
AI Threat Detection and Response on Smart Networks. ICCCI (2021)
Konstantinos Demertzis, Konstantinos G. Tsiknas, Dimitrios Takezis, 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 (2021)
Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis
Geo-AI to aid disaster response by memory-augmented deep reservoir computing. Integr. Comput. Aided Eng. 28 (4) (2021)
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)
Konstantinos Demertzis, Georgios C. Papadopoulos, Lazaros Iliadis, Lykourgos Magafas
A Comprehensive Survey on Nanophotonics Neural Networks. CoRR (2021)
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)
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)
Vasiliki Demertzi, Konstantinos Demertzis
A Hybrid Adaptive Educational eLearning Project based on Ontologies Matching and Recommendation System. CoRR (2020)
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) (2020)
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) (2020)
Konstantinos Demertzis, Lazaros S. Iliadis
GeoAI: A Model-Agnostic Meta-Ensemble Zero-Shot Learning Method for Hyperspectral Image Analysis and Classification. Algorithms 13 (3) (2020)
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) (2020)
Lining Xing, Konstantinos Demertzis, Jinghui Yang
Identifying data streams anomalies by evolving spiking restricted Boltzmann machines. Neural Comput. Appl. 32 (11) (2020)
Konstantinos Demertzis, Lazaros S. Iliadis, Panayiotis Kikiras, Nikos Tziritas
Cyber-Typhon: An Online Multi-task Anomaly Detection Framework. AIAI (2019)
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) (2019)
Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis
A Machine Hearing Framework for Real-Time Streaming Analytics Using Lambda Architecture. EANN (2019)
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) (2018)
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)
Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis
MOLESTRA: A Multi-Task Learning Approach for Real-Time Big Data Analytics. INISTA (2018)
Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis
Hybrid intelligent modeling of wild fires risk. Evol. Syst. 9 (4) (2018)
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) (2018)
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)
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)
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) (2018)
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)
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 (2018)
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)
Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis
A deep spiking machine-hearing system for the case of invasive fish species. INISTA (2017)
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) (2017)
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) (2017)
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)
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) (2017)
Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis
A Spiking One-Class Anomaly Detection Framework for Cyber-Security on Industrial Control Systems. EANN (2017)
Konstantinos Demertzis, Lazaros S. Iliadis
Computational intelligence anti-malware framework for android OS. Vietnam. J. Comput. Sci. 4 (4) (2017)
Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis
A Hybrid Soft Computing Approach Producing Robust Forest Fire Risk Indices. AIAI (2016)
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)
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)
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) (2016)
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) (2016)
Ilias Bougoudis, Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis, Antonios Papaleonidas
Semi-supervised Hybrid Modeling of Atmospheric Pollution in Urban Centers. EANN (2016)
Konstantinos Demertzis, Lazaros S. Iliadis
SAME: An Intelligent Anti-malware Extension for Android ART Virtual Machine. ICCCI (2) (2015)
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)
Konstantinos Demertzis, Lazaros S. Iliadis
Evolving Smart URL Filter in a Zone-Based Policy Firewall for Detecting Algorithmically Generated Malicious Domains. SLDS (2015)
Konstantinos Demertzis, Lazaros S. Iliadis
Evolving Computational Intelligence System for Malware Detection. CAiSE Workshops (2014)
Konstantinos Demertzis, Lazaros S. Iliadis
Bio-inspired Hybrid Intelligent Method for Detecting Android Malware. KICSS (2014)
Konstantinos Demertzis, Lazaros S. Iliadis
A Hybrid Network Anomaly and Intrusion Detection Approach Based on Evolving Spiking Neural Network Classification. e-Democracy (2013)