Konstantinos Demertzis

70 papers B 1C 10Misc 4Journal 38Unranked 16

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Best-Practices-Based Training for Improving Cybersecurity in Power Grids. ESORICS Workshops (2) Georgios Kavallieratos, Ahmed Amro, Vasileios Gkioulos, Grigore Stamatescu, Kostantinos Rantos, Thomas Lagkas, Konstantinos Demertzis, Fotis Paterakis, Alexios Lekidis, Christos Dalamagkas, Igor Kotsiuba, Sokratis K. Katsikas
2023	J	`jnl`	A Cyber Threat Intelligence Management Platform for Industrial Environments. CoRR Alexandros Papanikolaou, Aggelos Alevizopoulos, Christos Ilioudis, Konstantinos Demertzis, Konstantinos Rantos
2023	J	`jnl`	A Hybrid Ontology Matching Mechanism for Adaptive Educational eLearning Environments. Int. J. Inf. Technol. Decis. Mak. Vasiliki Demertzi, Konstantinos Demertzis
2023	J	`jnl`	A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System. Inf. Konstantinos Demertzis, Konstantinos Rantos, Lykourgos Magafas, Charalabos Skianis, Lazaros Iliadis
2023	—	`conf`	Adaptive Reservoir Neural Gas: An Effective Clustering Algorithm for Addressing Concept Drift in Real-Time Data Streams. ICANN (6) Konstantinos Demertzis, Lazaros S. Iliadis, Antonios Papaleonidas
2023	C	`conf`	An Autonomous Self-learning and Self-adversarial Training Neural Architecture for Intelligent and Resilient Cyber Security Systems. EANN Konstantinos Demertzis, Lazaros S. Iliadis
2023	J	`jnl`	An Overview of Privacy Dimensions on Industrial Internet of Things (IIoT). CoRR Vasiliki Demertzi, Stavros Demertzis, Konstantinos Demertzis
2023	J	`jnl`	An Overview of Privacy Dimensions on the Industrial Internet of Things (IIoT). Algorithms Vasiliki Demertzi, Stavros Demertzis, Konstantinos Demertzis
2023	J	`jnl`	An autoML network traffic analyzer for cyber threat detection. Int. J. Inf. Sec. Alexandros Papanikolaou, Aggelos Alevizopoulos, Christos Ilioudis, Konstantinos Demertzis, Konstantinos Rantos
2023	J	`jnl`	Analyzing Global Geopolitical Stability in Terms of World Trade Network Analysis. Inf. Georgios D. Papadopoulos, Lykourgos Magafas, Konstantinos Demertzis, Ioannis Antoniou
2023	J	`jnl`	Machine Failure Prediction Using Survival Analysis. Future Internet Dimitris Papathanasiou, Konstantinos Demertzis, Nikos Tziritas
2023	—	`conf`	Next Generation Automated Reservoir Computing for Cyber Defense. AIAI (2) Konstantinos Demertzis, Lazaros S. Iliadis
2022	C	`conf`	A Blockchained Secure and Integrity-Preserved Architecture for Military Logistics Operations. EANN Konstantinos Demertzis, Panagiotis Kikiras, Lazaros Iliadis
2022	J	`jnl`	A Comparative Evaluation of Machine Learning Algorithms for the Prediction of R/C Buildings' Seismic Damage. CoRR Konstantinos Demertzis, Konstantinos Kostinakis, Konstantinos Morfidis, Lazaros Iliadis
2022	J	`jnl`	A Comprehensive Survey on Nanophotonic Neural Networks: Architectures, Training Methods, Optimization, and Activations Functions. Sensors Konstantinos Demertzis, Georgios D. Papadopoulos, Lazaros Iliadis, Lykourgos Magafas
2022	J	`jnl`	An Overview of Cyber Threats, Attacks, and Countermeasures on the Primary Domains of Smart Cities. CoRR Vasiliki Demertzi, Stavros Demertzis, Konstantinos Demertzis
2022	J	`jnl`	An explainable semi-personalized federated learning model. Integr. Comput. Aided Eng. Konstantinos Demertzis, Lazaros Iliadis, Panagiotis Kikiras, Elias Pimenidis
2022	J	`jnl`	Classification of Buildings' Potential for Seismic Damage by Means of Artificial Intelligence Techniques. CoRR Konstantinos Kostinakis, Konstantinos Morfidis, Konstantinos Demertzis, Lazaros Iliadis
2022	J	`jnl`	Intelligence-Led Policing and the New Technologies Adopted by the Hellenic Police. Digit. Georgios Gkougkoudis, Dimitrios Pissanidis, Konstantinos Demertzis
2022	J	`jnl`	Variational restricted Boltzmann machines to automated anomaly detection. Neural Comput. Appl. Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Panagiotis Kikiras
2021	J	`jnl`	A Comprehensive Survey on Nanophotonics Neural Networks. CoRR Konstantinos Demertzis, Georgios C. Papadopoulos, Lazaros Iliadis, Lykourgos Magafas
2021	—	`conf`	A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks. AIAI (Workshops) Konstantinos Demertzis, Lazaros Iliadis, Panagiotis Kikiras
2021	B	`conf`	AI Threat Detection and Response on Smart Networks. ICCCI Konstantinos Demertzis, Lazaros Iliadis
2021	C	`conf`	Blockchained Adaptive Federated Auto MetaLearning BigData and DevOps CyberSecurity Architecture in Industry 4.0. EANN Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria G. Koziri, Panagiotis Kikiras
2021	J	`jnl`	Blockchained Federated Learning for Threat Defense. CoRR Konstantinos Demertzis
2021	J	`jnl`	Communication Network Standards for Smart Grid Infrastructures. Network Konstantinos Demertzis, Konstantinos G. Tsiknas, Dimitrios Taketzis, Dimitrios N. Skoutas, Charalabos Skianis, Lazaros Iliadis, Kyriakos E. Zoiros
2021	J	`jnl`	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 Konstantinos Demertzis, Konstantinos G. Tsiknas, Dimitrios Taketzis, Charalabos Skianis, Lazaros Iliadis
2021	Misc	`conf`	Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework. AIAI Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria G. Koziri, Panagiotis Kikiras, Michael Tonkin
2021	J	`jnl`	Geo-AI to aid disaster response by memory-augmented deep reservoir computing. Integr. Comput. Aided Eng. Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis
2020	J	`jnl`	A Dynamic Intelligent Policies Analysis Mechanism for Personal Data Processing in the IoT Ecosystem. Big Data Cogn. Comput. Konstantinos Demertzis, Konstantinos Rantos, George Drosatos
2020	J	`jnl`	A Hybrid Adaptive Educational eLearning Project based on Ontologies Matching and Recommendation System. CoRR Vasiliki Demertzi, Konstantinos Demertzis
2020	J	`jnl`	Anomaly detection via blockchained deep learning smart contracts in industry 4.0. Neural Comput. Appl. Konstantinos Demertzis, Lazaros Iliadis, Nikos Tziritas, Panagiotis Kikiras
2020	J	`jnl`	GeoAI: A Model-Agnostic Meta-Ensemble Zero-Shot Learning Method for Hyperspectral Image Analysis and Classification. Algorithms Konstantinos Demertzis, Lazaros S. Iliadis
2020	J	`jnl`	Gryphon: a semi-supervised anomaly detection system based on one-class evolving spiking neural network. Neural Comput. Appl. Konstantinos Demertzis, Lazaros S. Iliadis, Ilias Bougoudis
2020	J	`jnl`	Identifying data streams anomalies by evolving spiking restricted Boltzmann machines. Neural Comput. Appl. Lining Xing, Konstantinos Demertzis, Jinghui Yang
2020	C	`conf`	Large-Scale Geospatial Data Analysis: Geographic Object-Based Scene Classification in Remote Sensing Images by GIS and Deep Residual Learning. EANN Konstantinos Demertzis, Lazaros S. Iliadis, Elias Pimenidis
2019	C	`conf`	A Machine Hearing Framework for Real-Time Streaming Analytics Using Lambda Architecture. EANN Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis
2019	Misc	`conf`	Cyber-Typhon: An Online Multi-task Anomaly Detection Framework. AIAI Konstantinos Demertzis, Lazaros S. Iliadis, Panayiotis Kikiras, Nikos Tziritas
2019	J	`jnl`	The Next Generation Cognitive Security Operations Center: Adaptive Analytic Lambda Architecture for Efficient Defense against Adversarial Attacks. Big Data Cogn. Comput. Konstantinos Demertzis, Nikos Tziritas, Panayiotis Kikiras, Salvador Llopis Sánchez, Lazaros Iliadis
2018	—	`conf`	A Dynamic Ensemble Learning Framework for Data Stream Analysis and Real-Time Threat Detection. ICANN (1) Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis
2018	—	`conf`	ADvoCATE: A Consent Management Platform for Personal Data Processing in the IoT Using Blockchain Technology. SecITC Konstantinos Rantos, George Drosatos, Konstantinos Demertzis, Christos Ilioudis, Alexandros Papanikolaou, Antonios Kritsas
2018	—	`conf`	Blockchain-based Consents Management for Personal Data Processing in the IoT Ecosystem. ICETE (2) Konstantinos Rantos, George Drosatos, Konstantinos Demertzis, Christos Ilioudis, Alexandros Papanikolaou
2018	J	`jnl`	Extreme deep learning in biosecurity: the case of machine hearing for marine species identification. J. Inf. Telecommun. Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis
2018	J	`jnl`	FuSSFFra, a fuzzy semi-supervised forecasting framework: the case of the air pollution in Athens. Neural Comput. Appl. Ilias Bougoudis, Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis, Antonios Papaleonidas
2018	J	`jnl`	Hybrid Soft Computing for Atmospheric Pollution-Climate Change Data Mining. Trans. Comput. Collect. Intell. Lazaros S. Iliadis, Vardis-Dimitris Anezakis, Konstantinos Demertzis, Stefanos Spartalis
2018	J	`jnl`	Hybrid intelligent modeling of wild fires risk. Evol. Syst. Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis
2018	C	`conf`	MOLESTRA: A Multi-Task Learning Approach for Real-Time Big Data Analytics. INISTA Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis
2018	—	`conf`	Soft computing forecasting of cardiovascular and respiratory incidents based on climate change scenarios. EAIS Vardis-Dimitris Anezakis, Georgios Mallinis, Lazaros S. Iliadis, Konstantinos Demertzis
2018	Misc	`conf`	Temporal Modeling of Invasive Species' Migration in Greece from Neighboring Countries Using Fuzzy Cognitive Maps. AIAI Konstantinos Demertzis, Vardis-Dimitris Anezakis, Lazaros S. Iliadis, Stefanos Spartalis
2018	J	`jnl`	The Next Generation Cognitive Security Operations Center: Network Flow Forensics Using Cybersecurity Intelligence. Big Data Cogn. Comput. Konstantinos Demertzis, Panayiotis Kikiras, Nikos Tziritas, Salvador Llopis Sánchez, Lazaros Iliadis
2017	C	`conf`	A Spiking One-Class Anomaly Detection Framework for Cyber-Security on Industrial Control Systems. EANN Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis
2017	C	`conf`	A deep spiking machine-hearing system for the case of invasive fish species. INISTA Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis
2017	J	`jnl`	Computational intelligence anti-malware framework for android OS. Vietnam. J. Comput. Sci. Konstantinos Demertzis, Lazaros S. Iliadis
2017	J	`jnl`	Detecting invasive species with a bio-inspired semi-supervised neurocomputing approach: the case of Lagocephalus sceleratus. Neural Comput. Appl. Konstantinos Demertzis, Lazaros S. Iliadis
2017	—	`conf`	Hybrid Soft Computing Analytics of Cardiorespiratory Morbidity and Mortality Risk Due to Air Pollution. ISCRAM-med Vardis-Dimitris Anezakis, Lazaros S. Iliadis, Konstantinos Demertzis, Georgios Mallinis
2017	J	`jnl`	Hybrid Unsupervised Modeling of Air Pollution Impact to Cardiovascular and Respiratory Diseases. Int. J. Inf. Syst. Crisis Response Manag. Lazaros S. Iliadis, Vardis-Dimitris Anezakis, Konstantinos Demertzis, Georgios Mallinis
2017	J	`jnl`	Machine learning use in predicting interior spruce wood density utilizing progeny test information. Neural Comput. Appl. Konstantinos Demertzis, Lazaros S. Iliadis, Stavros Avramidis, Yousry A. El-Kassaby
2017	—	`—`	Ανάπτυξη ευφυών προτύπων και αντίστοιχων πληροφοριακών συστημάτων, εμπνευσμένων από βιολογικά αντίστοιχα, με στόχο την αξιολόγηση περιβαλλοντικών προβλημάτων και κινδύνων Konstantinos Demertzis
2016	Misc	`conf`	A Hybrid Soft Computing Approach Producing Robust Forest Fire Risk Indices. AIAI Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis
2016	—	`conf`	Adaptive Elitist Differential Evolution Extreme Learning Machines on Big Data: Intelligent Recognition of Invasive Species. INNS Conference on Big Data Konstantinos Demertzis, Lazaros S. Iliadis
2016	J	`jnl`	Fast and low cost prediction of extreme air pollution values with hybrid unsupervised learning. Integr. Comput. Aided Eng. Ilias Bougoudis, Konstantinos Demertzis, Lazaros S. Iliadis
2016	—	`conf`	Fuzzy Cognitive Maps for Long-Term Prognosis of the Evolution of Atmospheric Pollution, Based on Climate Change Scenarios: The Case of Athens. ICCCI (1) Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros S. Iliadis, Stefanos Spartalis
2016	J	`jnl`	HISYCOL a hybrid computational intelligence system for combined machine learning: the case of air pollution modeling in Athens. Neural Comput. Appl. Ilias Bougoudis, Konstantinos Demertzis, Lazaros S. Iliadis
2016	C	`conf`	Semi-supervised Hybrid Modeling of Atmospheric Pollution in Urban Centers. EANN Ilias Bougoudis, Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis, Antonios Papaleonidas
2015	—	`conf`	Evolving Smart URL Filter in a Zone-Based Policy Firewall for Detecting Algorithmically Generated Malicious Domains. SLDS Konstantinos Demertzis, Lazaros S. Iliadis
2015	C	`conf`	Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The Case of Invasive Fish Species Lagocephalus Sceleratus. EANN Konstantinos Demertzis, Lazaros S. Iliadis
2015	—	`conf`	SAME: An Intelligent Anti-malware Extension for Android ART Virtual Machine. ICCCI (2) Konstantinos Demertzis, Lazaros S. Iliadis
2014	—	`conf`	Bio-inspired Hybrid Intelligent Method for Detecting Android Malware. KICSS Konstantinos Demertzis, Lazaros S. Iliadis
2014	—	`conf`	Evolving Computational Intelligence System for Malware Detection. CAiSE Workshops Konstantinos Demertzis, Lazaros S. Iliadis
2013	—	`conf`	A Hybrid Network Anomaly and Intrusion Detection Approach Based on Evolving Spiking Neural Network Classification. e-Democracy Konstantinos Demertzis, Lazaros S. Iliadis