Lazaros S. Iliadis
Orcid: 0000-0002-6404-1528Affiliations:
- Democritus University of Thrace, School of Civil Engineering, Faculty of Mathematics, Programming and General Courses, Kimmeria, Xanthi, Greece
According to our database1,
Lazaros S. Iliadis
authored at least 157 papers
between 2005 and 2023.
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Bibliography
2023
Neural Comput. Appl., October, 2023
Proceedings of the Artificial Intelligence Applications and Innovations, 2023
Strain Prediction of a Bridge Deploying Autoregressive Models with ARIMA and Machine Learning Algorithms.
Proceedings of the Engineering Applications of Neural Networks, 2023
Conductivity Classification Using Machine Learning Algorithms in the "Bramianon" Dam.
Proceedings of the Engineering Applications of Neural Networks, 2023
Proceedings of the Engineering Applications of Neural Networks, 2023
An Autonomous Self-learning and Self-adversarial Training Neural Architecture for Intelligent and Resilient Cyber Security Systems.
Proceedings of the Engineering Applications of Neural Networks, 2023
2022
A Comprehensive Survey on Nanophotonic Neural Networks: Architectures, Training Methods, Optimization, and Activations Functions.
Sensors, 2022
COREM<sup>2</sup> project: a beginning to end approach for cyber intrusion detection.
Neural Comput. Appl., 2022
Special issue on deep learning modeling in real life: anomaly detection, biomedical, concept analysis, finance, image analysis, recommendation.
Neural Comput. Appl., 2022
Neural Comput. Appl., 2022
COLAFOS: a hybrid machine learning model to forecast potential coseismic landslides severity.
J. Inf. Telecommun., 2022
High accuracy human activity recognition using machine learning and wearable devices' raw signals.
J. Inf. Telecommun., 2022
Integr. Comput. Aided Eng., 2022
Classification of Buildings' Potential for Seismic Damage by Means of Artificial Intelligence Techniques.
CoRR, 2022
A Comparative Evaluation of Machine Learning Algorithms for the Prediction of R/C Buildings' Seismic Damage.
CoRR, 2022
Proceedings of the Artificial Intelligence Applications and Innovations, 2022
An Innovate Hybrid Approach for Residence Price Using Fuzzy C-Means and Machine Learning Techniques.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
An IoT Authentication Framework for Urban Infrastructure Security Using Blockchain and Deep Learning.
Proceedings of the Engineering Applications of Neural Networks, 2022
Proceedings of the Engineering Applications of Neural Networks, 2022
Development of an Algorithmic Model to Reduce Memory and Learning Deficits on Trisomic Mice.
Proceedings of the Engineering Applications of Neural Networks, 2022
A Blockchained Secure and Integrity-Preserved Architecture for Military Logistics Operations.
Proceedings of the Engineering Applications of Neural Networks, 2022
2021
Smoothing and stationarity enforcement framework for deep learning time-series forecasting.
Neural Comput. Appl., 2021
Neural Comput. Appl., 2021
Integr. Comput. Aided Eng., 2021
Evol. Syst., 2021
Editorial on the Special Issue Innovations of Evolving-Adaptive Systems in the Era of the 4th Industrial Revolution.
Evol. Syst., 2021
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
A Machine Learning Approach for Recognition of Elders' Activities Using Passive Sensors.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021
Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework.
Proceedings of the Artificial Intelligence Applications and Innovations, 2021
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021
Blockchained Adaptive Federated Auto MetaLearning BigData and DevOps CyberSecurity Architecture in Industry 4.0.
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021
2020
Neural Comput. Appl., 2020
Neural Comput. Appl., 2020
Gryphon: a semi-supervised anomaly detection system based on one-class evolving spiking neural network.
Neural Comput. Appl., 2020
Evol. Syst., 2020
GeoAI: A Model-Agnostic Meta-Ensemble Zero-Shot Learning Method for Hyperspectral Image Analysis and Classification.
Algorithms, 2020
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020
Accomplished Reliability Level for Seismic Structural Damage Prediction Using Artificial Neural Networks.
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
Large-Scale Geospatial Data Analysis: Geographic Object-Based Scene Classification in Remote Sensing Images by GIS and Deep Residual Learning.
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
2019
The Next Generation Cognitive Security Operations Center: Adaptive Analytic Lambda Architecture for Efficient Defense against Adversarial Attacks.
Big Data Cogn. Comput., 2019
Proceedings of the Artificial Intelligence Applications and Innovations, 2019
Proceedings of the Artificial Intelligence Applications and Innovations, 2019
A Machine Hearing Framework for Real-Time Streaming Analytics Using Lambda Architecture.
Proceedings of the Engineering Applications of Neural Networks, 2019
2018
Trans. Comput. Collect. Intell., 2018
FuSSFFra, a fuzzy semi-supervised forecasting framework: the case of the air pollution in Athens.
Neural Comput. Appl., 2018
Extreme deep learning in biosecurity: the case of machine hearing for marine species identification.
J. Inf. Telecommun., 2018
Neurocomputing, 2018
The Next Generation Cognitive Security Operations Center: Network Flow Forensics Using Cybersecurity Intelligence.
Big Data Cogn. Comput., 2018
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018
Temporal Modeling of Invasive Species' Migration in Greece from Neighboring Countries Using Fuzzy Cognitive Maps.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
A Dynamic Ensemble Learning Framework for Data Stream Analysis and Real-Time Threat Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Soft computing forecasting of cardiovascular and respiratory incidents based on climate change scenarios.
Proceedings of the 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2018
2017
Vietnam. J. Comput. Sci., 2017
Neural Comput. Appl., 2017
Machine learning use in predicting interior spruce wood density utilizing progeny test information.
Neural Comput. Appl., 2017
Detecting invasive species with a bio-inspired semi-supervised neurocomputing approach: the case of Lagocephalus sceleratus.
Neural Comput. Appl., 2017
Hybrid Unsupervised Modeling of Air Pollution Impact to Cardiovascular and Respiratory Diseases.
Int. J. Inf. Syst. Crisis Response Manag., 2017
Hybrid Soft Computing Analytics of Cardiorespiratory Morbidity and Mortality Risk Due to Air Pollution.
Proceedings of the Information Systems for Crisis Response and Management in Mediterranean Countries, 2017
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017
A Spiking One-Class Anomaly Detection Framework for Cyber-Security on Industrial Control Systems.
Proceedings of the Engineering Applications of Neural Networks, 2017
2016
Neural Comput. Appl., 2016
HISYCOL a hybrid computational intelligence system for combined machine learning: the case of air pollution modeling in Athens.
Neural Comput. Appl., 2016
Fast and low cost prediction of extreme air pollution values with hybrid unsupervised learning.
Integr. Comput. Aided Eng., 2016
Introduction to the Special Issue on Mining the Humanities: Technologies and Applications.
Eng. Appl. Artif. Intell., 2016
Evaluating information retrieval using document popularity: An implementation on MapReduce.
Eng. Appl. Artif. Intell., 2016
Adaptive Elitist Differential Evolution Extreme Learning Machines on Big Data: Intelligent Recognition of Invasive Species.
Proceedings of the Advances in Big Data, 2016
Proceedings of the Artificial Intelligence Applications and Innovations, 2016
Fuzzy Cognitive Maps for Long-Term Prognosis of the Evolution of Atmospheric Pollution, Based on Climate Change Scenarios: The Case of Athens.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016
Proceedings of the Engineering Applications of Neural Networks, 2016
2015
Special Issue on Advanced Paradigms of Neural Networks' Learning Algorithms and Architectures in Engineering (APNNAAE).
Inf. Sci., 2015
Evolving Smart URL Filter in a Zone-Based Policy Firewall for Detecting Algorithmically Generated Malicious Domains.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015
Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The Case of Invasive Fish Species Lagocephalus Sceleratus.
Proceedings of the Engineering Applications of Neural Networks, 2015
2014
Artif. Intell. Rev., 2014
Special issue of the 8th AIAI 2012 (Artificial Intelligence Applications and Innovations) international conference.
Artif. Intell. Rev., 2014
On-line consistent ranking on e-recruitment: seeking the truth behind a well-formed CV.
Artif. Intell. Rev., 2014
Proceedings of the Knowledge, Information and Creativity Support Systems - Selected Papers from KICSS'2014, 2014
Comparison of Self Organizing Maps Clustering with Supervised Classification for Air Pollution Data Sets.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Fuzzy Inference ANN Ensembles for Air Pollutants Modeling in a Major Urban Area: The Case of Athens.
Proceedings of the Engineering Applications of Neural Networks, 2014
Proceedings of the Advanced Information Systems Engineering Workshops, 2014
2013
A Self-Organizing Feature Map (SOFM) model based on aggregate-ordering of local color vectors according to block similarity measures.
Neurocomputing, 2013
Neurocomputing, 2013
Hybrid e-regression and validation soft computing techniques: The case of wood dielectric loss factor.
Neurocomputing, 2013
Timely neural networks applications in engineering - selected papers from the 12th EANN International Conference.
Neurocomputing, 2013
Special issue: Innovative Decision Systems, extended papers from the 12th EANN/7th IFIP AIAI 2011 Joint Conferences.
Intell. Decis. Technol., 2013
Evol. Syst., 2013
Fuzzy Classification of Cyprus Urban Centers Based on Particulate Matter Concentrations.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
A Hybrid Network Anomaly and Intrusion Detection Approach Based on Evolving Spiking Neural Network Classification.
Proceedings of the E-Democracy, Security, Privacy and Trust in a Digital World, 2013
Modeling Spatiotemporal Wild Fire Data with Support Vector Machines and Artificial Neural Networks.
Proceedings of the Engineering Applications of Neural Networks, 2013
Proceedings of the Engineering Applications of Neural Networks, 2013
2012
Hybrid and Reinforcement Multi Agent Technology for Real Time Air Pollution Monitoring.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
Combination of M-Estimators and Neural Network Model to Analyze Inside/Outside Bark Tree Diameters.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
An Ontology Based Approach to Designing Adaptive Lesson Plans in Military Training Simulators.
Proceedings of the Engineering Applications of Neural Networks, 2012
Employing ANN That Estimate Ozone in a Short-Term Scale When Monitoring Stations Malfunction.
Proceedings of the Engineering Applications of Neural Networks, 2012
2011
Neural Networks, 2011
A Generalized Fuzzy-Rough Set Application for Forest Fire Risk Estimation Feature Reduction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2011
A Window-Based Self-Organizing Feature Map (SOFM) for Vector Filtering Segmentation of Color Medical Imagery.
Proceedings of the Engineering Applications of Neural Networks, 2011
A Neuro-Fuzzy Hybridization Approach to Model Weather Operations in a Virtual Warfare Analysis System.
Proceedings of the Engineering Applications of Neural Networks, 2011
Proceedings of the Engineering Applications of Neural Networks, 2011
Proceedings of the Engineering Applications of Neural Networks, 2011
Employing a Radial-Basis Function Artificial Neural Network to Classify Western and Transition European Economies Based on the Emissions of Air Pollutants and on Their Income.
Proceedings of the Artificial Intelligence Applications and Innovations, 2011
Support Vector Machines versus Artificial Neural Networks for Wood Dielectric Loss Factor Estimation.
Proceedings of the Engineering Applications of Neural Networks, 2011
Combination of Survival Analysis and Neural Networks to Relate Life Expectancy at Birth to Lifestyle, Environment, and Health Care Resources Indicators.
Proceedings of the Engineering Applications of Neural Networks, 2011
2010
Proceedings of the Artificial Intelligence Applications and Innovations, 2010
A Multi-layer Perceptron Neural Network to Predict Air Quality through Indicators of Life Quality and Welfare.
Proceedings of the Artificial Intelligence Applications and Innovations, 2010
A Fuzzy Inference System Using Gaussian Distribution Curves for Forest Fire Risk Estimation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2010
Color Segmentation Using Self-Organizing Feature Maps (SOFMs) Defined Upon Color and Spatial Image Space.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Support Vector Machines-Kernel Algorithms for the Estimation of the Water Supply in Cyprus.
Proceedings of the Artificial Neural Networks, 2010
A Probabilistic Neural Network for Assessment of the Vesicoureteral Reflux's Diagnostic Factors Validity.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
2009
A sparsely connected network to model the relay stations of the sheep milk ejection reflex.
Neurocomputing, 2009
Feature extraction for time-series data: An artificial neural network evolutionary training model for the management of mountainous watersheds.
Neurocomputing, 2009
Int. J. Hybrid Intell. Syst., 2009
An intelligent Fuzzy Inference System for Risk Estimation Using Matlab Platform: the Case of Forest Fires in Greece.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009
Proceedings of the Workshops of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI-2009), 2009
Sensitivity Analysis of Forest Fire Risk Factors and Development of a Corresponding Fuzzy Inference System: The Case of Greece.
Proceedings of the Engineering Applications of Neural Networks, 2009
Proceedings of the Engineering Applications of Neural Networks, 2009
Intelligent Agents Networks Employing Hybrid Reasoning: Application in Air Quality Monitoring and Improvement.
Proceedings of the Engineering Applications of Neural Networks, 2009
Revealing the Structure of Childhood Abdominal Pain Data and Supporting Diagnostic Decision Making.
Proceedings of the Engineering Applications of Neural Networks, 2009
2008
Application of fuzzy T-norms towards a new Artificial Neural Networks' evaluation framework: A case from wood industry.
Inf. Sci., 2008
2007
Math. Comput. Model., 2007
An Artificial Neural Network model for mountainous water-resources management: The case of Cyprus mountainous watersheds.
Environ. Model. Softw., 2007
An intelligent Artificial Neural Network evaluation system using Fuzzy Set Hedges: Application in wood industry.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
2006
Time-series modeling of fishery landings using ARIMA models and Fuzzy Expected Intervals software.
Environ. Model. Softw., 2006
2005
Oper. Res., 2005
Fundamental fuzzy relation concepts of a D.S.S. for the estimation of natural disasters' risk (The case of a trapezoidal membership function).
Math. Comput. Model., 2005
A decision support system applying an integrated fuzzy model for long-term forest fire risk estimation.
Environ. Model. Softw., 2005
An Artificial Neural Network to Estimate Maximum Potential Load of Sediments.
Proceedings of the ITEE 2005, 2005