Sotirios K. Goudos

Orcid: 0000-0001-5981-5683

Affiliations:
  • Aristotle University of Thessaloniki, Thessaloniki, Greece


According to our database1, Sotirios K. Goudos authored at least 160 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Machine Learning for Smart Agriculture: A Comprehensive Survey.
IEEE Trans. Artif. Intell., June, 2024

A Trusted Edge Computing System Based on Intelligent Risk Detection for Smart IoT.
IEEE Trans. Ind. Informatics, February, 2024

Leveraging the power of internet of things and artificial intelligence in forest fire prevention, detection, and restoration: A comprehensive survey.
Internet Things, 2024

Evaluating the Efficacy of AI Techniques in Textual Anonymization: A Comparative Study.
CoRR, 2024

Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings.
CoRR, 2024

Toward Green and Human-Like Artificial Intelligence: A Complete Survey on Contemporary Few-Shot Learning Approaches.
CoRR, 2024

Passive Beamforming Design for Double RIS-muMIMO System: A Machine Learning Perspective.
IEEE Access, 2024

A Machine Learning Approach For The Identification Of Olive Fruit Fly in Greece.
Proceedings of the 9th South-East Europe Design Automation, 2024

3D Direction of Arrival Estimation: An Innovative Deep Neural Network Approach.
Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

SiHoneypot: A Digital Twin-Based Honeypot for Autonomous Vehicles.
Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

Ultra-Wideband Antenna Design for RF Energy Harvesting Applications Using the Bald Eagle Search Algorithm.
Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

Byzantine Hymn Recognition with Audio Fingerprints Resistant to Noise, Tempo and Scale Changes.
Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

Fetal Images Trophectoderm Score Prediction Using Deep Learning Methodologies.
Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

Reconfigurable Intelligent Surfaces: A Brief Review on Design Specifications.
Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

Web-Based Monitoring of Refrigerator Units Using Microcontroller.
Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

Energy Harvesting & Autonomous Energy Systems: A Proposal for RF Energy Harvesting.
Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches.
Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

Human Blastocyst Image Generation Using Generative Adversarial Networks.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Chaotic Maps with Tunable Mean Value - Application to a UAV Surveillance Mission.
Symmetry, December, 2023

Artificial intelligence (AI) and machine learning (ML) for beyond 5G/6G communications.
EURASIP J. Wirel. Commun. Netw., December, 2023

A Novel Deep Learning Model for Medical Report Generation by Inter-Intra Information Calibration.
IEEE J. Biomed. Health Informatics, October, 2023

Beam-Selection for 5G/B5G Networks Using Machine Learning: A Comparative Study.
Sensors, March, 2023

TRUE: A Correlation Analysis Approach for Conducting Optimal Routing Metrics in VANETs.
IEEE Netw. Lett., March, 2023

LoRa-Based IoT Network Assessment in Rural and Urban Scenarios.
Sensors, February, 2023

Post-Processing Fairness Evaluation of Federated Models: An Unsupervised Approach in Healthcare.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Artificial Intelligence in Visible Light Positioning for Indoor IoT: A Methodological Review.
IEEE Open J. Commun. Soc., 2023

Investigating the Relationship of User Acceptance to the Characteristics and Performance of an Educational Software in Byzantine Music.
Inf., 2023

Music Deep Learning: Deep Learning Methods for Music Signal Processing - A Review of the State-of-the-Art.
IEEE Access, 2023

Residual Compensation-Based Extreme Learning Machine for MIMO-NOMA Receiver.
IEEE Access, 2023

RIS-Assisted Multi-User MIMO Systems Exploiting Extreme Learning Machine.
IEEE Access, 2023

Joint QoS Aware Admission Control and Power Allocation in NOMA Downlink Networks.
IEEE Access, 2023

Analysis of Public Space in Historic Districts Based on Community Governance and Neural Networks.
IEEE Access, 2023

Recognition of Greek Orthodox Hymns Using Audio Fingerprint Techniques.
Proceedings of the 8th South-East Europe Design Automation, 2023

Ensemble Learning Technique for Artificial Intelligence Assisted IVF Applications.
Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

Greek Orthodox Church Hymns Recognition Using Deep Learning Techniques.
Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

Evaluating the Effect of Volatile Federated Timeseries on Modern DNNs: Attention over Long/Short Memory.
Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

Construction of Piecewise Chaotic Maps With Tunable Statistical Mean.
Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

The Challenges of Music Deep Learning for Traditional Music.
Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

A Real-time Chaos-based Audio Encryption Scheme.
Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

Energy Consumption Assessment in Refrigeration Equipment: The SmartFridge Project.
Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

Model-Agnostic Meta-Learning Techniques: A State-of-The-Art Short Review.
Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

5G Core PFCP Intrusion Detection Dataset.
Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

Personalisation of Federated Learning Models Through Knowledge Distillation on Decentralised Data.
Proceedings of the IEEE Globecom Workshops 2023, 2023

5GCIDS: An Intrusion Detection System for 5G Core with AI and Explainability Mechanisms.
Proceedings of the IEEE Globecom Workshops 2023, 2023

5G-Fuzz: An Attack Generator for Fuzzing 5GC, using Generative Adversarial Networks.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Surveying Cyber Threat Intelligence and Collaboration: A Concise Analysis of Current Landscape and Trends.
Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2023

Explainable AI-based Intrusion Detection in the Internet of Things.
Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

Breaching the Defense: Investigating FGSM and CTGAN Adversarial Attacks on IEC 60870-5-104 AI-enabled Intrusion Detection Systems.
Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

Wide Band THz Antenna Design Using Salp Swarm Algorithm for 6G Communications Systems.
Proceedings of the A Glimpse Beyond 5G in Wireless Networks, 2023

2022
Enhancing the robustness of object detection via 6G vehicular edge computing.
Digit. Commun. Networks, December, 2022

Scalable On-Chain and Off-Chain Blockchain for Sharing Economy in Large-Scale Wireless Networks.
IEEE Wirel. Commun., 2022

Guest Editorial Introduction to the Special Issue on Context Prediction of Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst., 2022

Modeling, Detecting, and Mitigating Threats Against Industrial Healthcare Systems: A Combined Software Defined Networking and Reinforcement Learning Approach.
IEEE Trans. Ind. Informatics, 2022

Toward Fairness-Aware Time-Sensitive Asynchronous Federated Learning for Critical Energy Infrastructure.
IEEE Trans. Ind. Informatics, 2022

Blockchain-Empowered Decentralized Horizontal Federated Learning for 5G-Enabled UAVs.
IEEE Trans. Ind. Informatics, 2022

Internet of Things (IoT) and Agricultural Unmanned Aerial Vehicles (UAVs) in smart farming: A comprehensive review.
Internet Things, 2022

The road to 6G: a comprehensive survey of deep learning applications in cell-free massive MIMO communications systems.
EURASIP J. Wirel. Commun. Netw., 2022

Guest Editorial: Antenna Systems for 5G and Beyond.
IEEE Commun. Mag., 2022

Design of Antennas through Artificial Intelligence: State of the Art and Challenges.
IEEE Commun. Mag., 2022

A Comprehensive Review on Artificial Intelligence/Machine Learning Algorithms for Empowering the Future IoT Toward 6G Era.
IEEE Access, 2022

Patch Antenna Design using Artificial Intelligence Methods for 4G/5G Applications.
Proceedings of the 25th International Symposium on Wireless Personal Multimedia Communications, 2022

Visible Light Positioning: A Machine Learning Approach.
Proceedings of the 7th South-East Europe Design Automation, 2022

Efficient Peer-to-Peer Unicasting for VANET Architectures via Enhanced Monolithic Protocols.
Proceedings of the 7th South-East Europe Design Automation, 2022

A System-by-Design Approach for Optimal Planning of EM Skins in Smart Urban Areas.
Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

Talking Vine: A Novel Smart Farming Application based on Wireless Distributed Sensing and Communication.
Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

Comparative Performance of Algorithmic Techniques for Optimizing Dual-Band Rectifier.
Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

A Cloud Computing web-based application for Smart Farming based on microservices architecture.
Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

Smart Refrigeration Equipment based on IoT Technology for Reducing Power Consumption.
Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

Music Deep Learning: A Survey on Deep Learning Methods for Music Processing.
Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

Integration of Information and Communication Technologies in Agriculture for Farm Management and Knowledge Exchange.
Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

Rectifier circuit design for 5G energy harvesting applications.
Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

Towards Illumination-aware Visible Light Positioning Network Planning.
Proceedings of the 12th IEEE International Conference on Indoor Positioning and Indoor Navigation, 2022

Radio Frequency Energy Harvesting System and the Utilization of Blockchain Technologies in Agriculture.
Proceedings of the 10th International Conference on Information and Communication Technologies in Agriculture, 2022

Towards 6G: Deep Learning in Cell-Free Massive MIMO.
Proceedings of the 10th IEEE International Black Sea Conference on Communications and Networking, 2022

2021
An Enhanced and Secure Cloud Infrastructure for e-Health Data Transmission.
Wirel. Pers. Commun., 2021

Metaheuristic Optimization of LED Locations for Visible Light Positioning Network Planning.
IEEE Trans. Broadcast., 2021

Triple-Band Single-Layer Rectenna for Outdoor RF Energy Harvesting Applications.
Sensors, 2021

Encoding Spectral-Spatial Features for Hyperspectral Image Classification in the Satellite Internet of Things System.
Remote. Sens., 2021

Multi-object tracking by mutual supervision of CNN and particle filter.
Pers. Ubiquitous Comput., 2021

Editorial to special issue on resource management for edge intelligence.
J. Syst. Archit., 2021

Fusing Diverse Input Modalities for Path Loss Prediction: A Deep Learning Approach.
IEEE Access, 2021

Comparing Machine Learning Methods for Air-to-Ground Path Loss Prediction.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

Unsupervised Machine Learning in 6G Networks -State-of-the-art and Future Trends.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

Advanced Teaching in Electromagnetics at the ELEDIA Research Center.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

On the Resource Allocation of Hierarchical NOMA for Fog-RAN with Energy Harvesting.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

A NB-IoT based platform for smart irrigation in vineyard.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

Applying One Class Classification for Leak Detection in Noisy Industrial Pipelines.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

Medical Data Encryption based on a Modified Sinusoidal 1D Chaotic Map and Its Microcontroller Implementation.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

Performance Evaluation of LoRa Networks in an Open Field Cultivation Scenario.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

Design of Unit Cells for Intelligent Reflection Surfaces Based on Transparent Materials.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

Dual-Band Frequency Selective Surface Design Using Harris Hawks Optimization.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

Federated Intrusion Detection In NG-IoT Healthcare Systems: An Adversarial Approach.
Proceedings of the ICC 2021, 2021

Large Scale Global Optimization Algorithms for IoT Networks: A Comparative Study.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

2020
Deep learning for radio propagation: Using image-driven regression to estimate path loss in urban areas.
ICT Express, 2020

Faster R-CNN for multi-class fruit detection using a robotic vision system.
Comput. Networks, 2020

Combined Ray-Tracing/FDTD and Network Planner Methods for the Design of Massive MIMO Networks.
IEEE Access, 2020

3D Placement of Drone-Mounted Remote Radio Head for Minimum Transmission Power Under Connectivity Constraints.
IEEE Access, 2020

Dual-Band RF-to-DC Rectifier with High Efficiency for RF Energy Harvesting Applications.
Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020

A Novel Chaotic System with Application to Secure Communications.
Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020

Triple-band Inverted-F Antenna Using QR-OBL TLBO Algorithm for RF Energy Harvesting Applications.
Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020

Machine Learning Model Comparison for Leak Detection in Noisy Industrial Pipelines.
Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020

Joint User Association and Power Allocation Using Swarm Intelligence Algorithms in Non-Orthogonal Multiple Access Networks.
Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020

Waveform Design for Optimal Wireless Power Transfer Using Evolutionary Algorithms.
Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020

Pareto-Optimal Resource Allocation in Wireless Powered Networks.
Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020

Chaotic Motion Control of a Mobile Robot Using a Memory Technique.
Proceedings of the 24th International Conference on System Theory, Control and Computing, 2020

A LoRaWAN-based IoT Platform for Smart Irrigation in Olive Groves - Abstract.
Proceedings of the 9th International Conference on Information and Communication Technologies in Agriculture, 2020

Dual-Band Single-Layered Modified E-shaped Patch Antenna for RF Energy Harvesting Systems.
Proceedings of the European Conference on Circuit Theory and Design, 2020

2019
Joint power allocation and user association in non-orthogonal multiple access networks: An evolutionary approach.
Phys. Commun., 2019

Fast design of multiband fractal antennas through a system-by-design approach for NB-IoT applications.
EURASIP J. Wirel. Commun. Netw., 2019

Application of New Hybrid Jaya Grey Wolf Optimizer to Antenna Design for 5G Communications Systems.
IEEE Access, 2019

A Novel Design Approach for 5G Massive MIMO and NB-IoT Green Networks Using a Hybrid Jaya-Differential Evolution Algorithm.
IEEE Access, 2019


Neural Networks and Random Forests: A Comparison Regarding Prediction of Propagation Path Loss for NB-IoT Networks.
Proceedings of the 8th International Conference on Modern Circuits and Systems Technologies, 2019

Synchronization of a Chaotic System with Line Equilibrium using a Descriptor Observer for Secure Communication.
Proceedings of the 8th International Conference on Modern Circuits and Systems Technologies, 2019

Radio Environment Maps for 5G Cognitive Radio Network.
Proceedings of the 8th International Conference on Modern Circuits and Systems Technologies, 2019

2018
Particle Swarm Optimization as Applied to Electromagnetic Design Problems.
Int. J. Swarm Intell. Res., 2018

MIMO antenna selection using biogeography-based optimization with nonlinear migration models.
Int. J. Commun. Syst., 2018

Spectrum allocation in cognitive radio networks using chaotic biogeography-based optimisation.
IET Networks, 2018

Multi-Objective Optimization in 5G Wireless Networks With Massive MIMO.
IEEE Commun. Lett., 2018

Realizing 5G vision through Cloud RAN: technologies, challenges, and trends.
EURASIP J. Wirel. Commun. Netw., 2018

An Evaluation of the Equivalent Inverter Modeling Approach.
Circuits Syst. Signal Process., 2018

Users Association in Ultra Dense THz Networks.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Joint optimization towards power consumption and electromagnetic exposure for Massive MIMO 5G networks.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018

Evaluation of an Artificial Neural Network Approach for Timing Modeling of CMOS Gates.
Proceedings of the 28th International Symposium on Power and Timing Modeling, 2018

SDN-based QoS provisioning and interference management in heterogeneous CRN.
Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies, 2018

Spiral inductor design based on fireworks optimization combined with free search.
Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies, 2018

Multiobjective lightining search applied to Jiles-Atherton hysteresis model parameter estimation.
Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies, 2018

LTE measurements for flying relays.
Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies, 2018

Multi-cell Massive MIMO Network Optimization towards power consumption in Suburban Scenarios.
Proceedings of the 2018 Global Information Infrastructure and Networking Symposium, 2018

2017
Cognitive Radio Engine Design for IoT Using Real-Coded Biogeography-Based Optimization and Fuzzy Decision Making.
Wirel. Pers. Commun., 2017

A Survey of IoT Key Enabling and Future Technologies: 5G, Mobile IoT, Sematic Web and Applications.
Wirel. Pers. Commun., 2017

Optimization of Power Consumption in 4G LTE Networks Using a Novel Barebones Self-adaptive Differential Evolution Algorithm.
Telecommun. Syst., 2017

Hybrid teaching-learning optimization of wireless sensor networks.
Trans. Emerg. Telecommun. Technol., 2017

A preliminary coverage study in millimeter wave bands for 5G communication networks.
Proceedings of the 6th International Conference on Modern Circuits and Systems Technologies, 2017

Evolutionary design of a dual band E-shaped patch antenna for 5G mobile communications.
Proceedings of the 6th International Conference on Modern Circuits and Systems Technologies, 2017

A dual band antenna based on a Quarter Mode Substrate Integrated Waveguide.
Proceedings of the 6th International Conference on Modern Circuits and Systems Technologies, 2017

2016
A comparative study of different biogeography based optimization migration models performance on antenna array thinning problems.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Optimizing wireless access networks towards power consumption: Influence of the optimization algorithm.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Application of opposition-based learning concepts in reducing the power consumption in wireless access networks.
Proceedings of the 23rd International Conference on Telecommunications, 2016

2015
Multi-objective network planning optimization algorithm: human exposure, power consumption, cost, and capacity.
Wirel. Networks, 2015

A multi-objective approach to indoor wireless heterogeneous networks planning based on biogeography-based optimization.
Comput. Networks, 2015

2014
An analytical model for the CMOS inverter.
Proceedings of the 24th International Workshop on Power and Timing Modeling, 2014

2011
A comparative study of common and self-adaptive differential evolution strategies on numerical benchmark problems.
Proceedings of the First World Conference on Information Technology, 2011

Distance learning technology and service support in Greece: The case study of the Aristotle University over the last decade.
Educ. Inf. Technol., 2011

Solving Semantic Interoperability Conflicts in Cross-Border E-Government Services.
Proceedings of the Semantic Services, Interoperability and Web Applications, 2011

2010
Cell-to-switch assignment in cellular networks using barebones particle swarm optimization.
IEICE Electron. Express, 2010

2009
Ontology-Based Search for eGovernment Services Using Citizen Profile Information.
J. Web Eng., 2009

Solving Semantic Interoperability Conflicts in Cross-Border E-Government Services.
Int. J. Semantic Web Inf. Syst., 2009

Model-driven eGovernment interoperability: A review of the state of the art.
Comput. Stand. Interfaces, 2009

Level change detection in time series using higher order statistics.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

2008
A conceptual analysis of semantic conflicts in pan-European e-government services.
J. Inf. Sci., 2008

2007
A public administration domain ontology for semantic discovery of eGovernment services.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

WSMO-PA: Formal Specification of Public Administration Service Model on Semantic Web Service Ontology.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

Facilitating the Semantic Discovery of eGovernment Services: The SemanticGov Portal.
Proceedings of the Workshops Proceedings of the 11th International IEEE Enterprise Distributed Object Computing Conference, 2007

Semantic Interoperability Conflicts in Pan-European Public Services.
Proceedings of the Fifteenth European Conference on Information Systems, 2007

A public administration reference domain ontology in the web service modeling language.
Proceedings of the 8th Annual International Conference on Digital Government Research, 2007

A Distributed Enterprise Information System for Cross-Border eGovernment Service Provision.
Proceedings of the 2007 International Conference on E-Learning, 2007

Public Administration Domain Ontology for a Semantic Web Services EGovernment Framework.
Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

2006
Web based laboratory in electromagnetic compatibility using a Java applet.
Comput. Appl. Eng. Educ., 2006

2005
A test lab for the performance analysis of TCP over ethernet LAN on windows operating system.
IEEE Trans. Educ., 2005


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