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Viewing Publication 1 - 37 from 37

2022

A Blockchained Secure and Integrity-Preserved Architecture for Military Logistics OperationsKonstantinos Demertzis, Panagiotis Kikiras, Lazaros Iliadis. eann 2022: 271-283 [doi]

A Comprehensive Survey on Nanophotonic Neural Networks: Architectures, Training Methods, Optimization, and Activations FunctionsKonstantinos Demertzis, Georgios D. Papadopoulos, Lazaros Iliadis, Lykourgos Magafas. sensors, 22(3):720, 2022. [doi]

Variational restricted Boltzmann machines to automated anomaly detectionKonstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Panagiotis Kikiras. nca, 34(18):15207-15220, 2022. [doi]

Development of an Algorithmic Model to Reduce Memory and Learning Deficits on Trisomic MiceEleni Gerasimidi, Lazaros Iliadis. eann 2022: 349-360 [doi]

An Innovate Hybrid Approach for Residence Price Using Fuzzy C-Means and Machine Learning TechniquesAntonios Papaleonidas, Konstantinos Lykostratis, Anastasios Panagiotis Psathas, Lazaros Iliadis, Maria Giannopoulou. icann 2022: 346-357 [doi]

HEDL-IDS: A Hybrid Ensemble Deep Learning Approach for Cyber Intrusion DetectionAnastasios Panagiotis Psathas, Lazaros Iliadis, Antonios Papaleonidas, Dimitris Bountas. ifip12 2022: 116-131 [doi]

An IoT Authentication Framework for Urban Infrastructure Security Using Blockchain and Deep LearningAnastasios Panagiotis Psathas, Lazaros Iliadis, Antonios Papaleonidas, Dimitris Bountas. eann 2022: 284-296 [doi]

Autoregressive Deep Learning Models for Bridge Strain PredictionAnastasios Panagiotis Psathas, Lazaros Iliadis, Dimitra V. Achillopoulou, Antonios Papaleonidas, Nikoleta K. Stamataki, Dimitris Bountas, Ioannis M. Dokas. eann 2022: 150-164 [doi]

2021

Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy FrameworkKonstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria G. Koziri, Panagiotis Kikiras, Michael Tonkin. ifip12 2021: 769-779 [doi]

Blockchained Adaptive Federated Auto MetaLearning BigData and DevOps CyberSecurity Architecture in Industry 4.0Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria G. Koziri, Panagiotis Kikiras. eann 2021: 345-363 [doi]

A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial AttacksKonstantinos Demertzis, Lazaros Iliadis, Panagiotis Kikiras. ifip12 2021: 211-227 [doi]

AI Threat Detection and Response on Smart NetworksKonstantinos Demertzis, Lazaros Iliadis. iccci 2021: 685-695 [doi]

Geo-AI to aid disaster response by memory-augmented deep reservoir computingKonstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis. icae, 28(4):383-398, 2021. [doi]

Transform-based graph topology similarity metricsGeorgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Lazaros Iliadis. nca, 33(23):16363-16375, 2021. [doi]

Editorial on the Special Issue Innovations of Evolving-Adaptive Systems in the Era of the 4th Industrial RevolutionLazaros Iliadis. evs, 12(3):581-582, 2021. [doi]

IntroductionLazaros Iliadis. IJNS, 31(10), 2021. [doi]

Editorial of the evolving and hybrid systems' modelling special issueLazaros Iliadis, Ilias Maglogiannis. evs, 12(1):1-2, 2021. [doi]

Deep learning models for forecasting aviation demand time seriesAndreas Kanavos, Fotios Kounelis, Lazaros Iliadis, Christos Makris. nca, 33(23):16329-16343, 2021. [doi]

Smoothing and stationarity enforcement framework for deep learning time-series forecastingIoannis E. Livieris, Stavros Stavroyiannis, Lazaros Iliadis, Panagiotis E. Pintelas. nca, 33(20):14021-14035, 2021. [doi]

On ensemble techniques of weight-constrained neural networksIoannis E. Livieris, Lazaros Iliadis, Panayiotis E. Pintelas. evs, 12(1):155-167, 2021. [doi]

A Hybrid Deep Learning Ensemble for Cyber Intrusion DetectionAnastasios Panagiotis Psathas, Lazaros Iliadis, Antonios Papaleonidas, Dimitris Bountas. eann 2021: 27-41 [doi]

Hybrid Computational Intelligence Modeling of Coseismic Landslides' SeverityAnastasios Panagiotis Psathas, Antonios Papaleonidas, George Papathanassiou, Lazaros Iliadis, Sotirios Valkaniotis. iccci 2021: 427-442 [doi]

A Machine Learning Approach for Recognition of Elders' Activities Using Passive SensorsAnastasios Panagiotis Psathas, Antonios Papaleonidas, Lazaros Iliadis. ifip12 2021: 157-170 [doi]

2020

Anomaly detection via blockchained deep learning smart contracts in industry 4.0Konstantinos Demertzis, Lazaros Iliadis, Nikos Tziritas, Panagiotis Kikiras. nca, 32(23):17361-17378, 2020. [doi]

A genetic algorithm for spatiosocial tensor clusteringGeorgios Drakopoulos, Foteini Stathopoulou, Andreas Kanavos, Michael Paraskevas, Giannis Tzimas, Phivos Mylonas, Lazaros Iliadis. evs, 11(3):491-501, 2020. [doi]

Editorial of the evolving intelligent applications in engineering special issueLazaros Iliadis, Ilias Maglogiannis. evs, 11(3):359-361, 2020. [doi]

Evolving and intelligent systems applications special issueLazaros Iliadis, Costin Badica. evs, 11(2):199-200, 2020. [doi]

Employing query disambiguation using clustering techniquesAndreas Kanavos, Panagiota Kotoula, Christos Makris, Lazaros Iliadis. evs, 11(2):305-315, 2020. [doi]

An explanation-based approach for experiment reproducibility in recommender systemsNikolaos Polatidis, Antonios Papaleonidas, Elias Pimenidis, Lazaros Iliadis. nca, 32(16):12259-12266, 2020. [doi]

Machine Learning Modeling of Human Activity Using PPG SignalsAnastasios Panagiotis Psathas, Antonios Papaleonidas, Lazaros Iliadis. iccci 2020: 543-557 [doi]

2019

The Next Generation Cognitive Security Operations Center: Adaptive Analytic Lambda Architecture for Efficient Defense against Adversarial AttacksKonstantinos Demertzis, Nikos Tziritas, Panayiotis Kikiras, Salvador Llopis Sanchez, Lazaros Iliadis. bdcc, 3(1):6, 2019. [doi]

2018

2017

Special issue: engineering applications of neural networksLazaros Iliadis, Chrisina Jane. nca, 28(6):1189-1191, 2017. [doi]

2009

A sparsely connected network to model the relay stations of the sheep milk ejection reflexEfstratios K. Kosmidis, Anastasia S. Tsingotjidou, Lazaros Iliadis, Christos Batzios, Georgios C. Papadopoulos. ijon, 73(1-3):80-86, 2009. [doi]

2005

E-learning in the work-places in the rural sector of northeastern GreeceElias Pimenidis, Lazaros Iliadis, Hossein Jahankhani. or, 5(1):35-47, 2005. [doi]

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