Anastasios Drosou

Orcid: 0000-0003-4019-5124

According to our database1, Anastasios Drosou authored at least 101 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
AI-enabled Underground Water Pipe non -destructive Inspection.
Multim. Tools Appl., February, 2024

Federated Learning: Challenges, SoTA, Performance Improvements and Application Domains.
IEEE Open J. Commun. Soc., 2024

Interpretability of deep neural networks: A review of methods, classification and hardware.
Neurocomputing, 2024

Exploring compressibility of transformer based text-to-music (TTM) models.
CoRR, 2024

An AI/ML Proactive Network Service Relocation Approach for Multi-Admin Domain Scenarios.
Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces.
Proceedings of the 15th ACM Multimedia Systems Conference, 2024

Improving Air Quality Data Analysis by Injecting and Detecting Contextual Anomalies.
Proceedings of the IGARSS 2024, 2024

Regional Datasets for Air Quality Monitoring in European Cities.
Proceedings of the IGARSS 2024, 2024

Self-Supervised Trajectory Clustering with Optimal Transport and Metric Learning.
Proceedings of the 32nd European Signal Processing Conference, 2024

Unraveling the Threat Landscape of CPS: Modbus TCP Vulnerabilities in the Era of I4.0.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

2023
LRA&LDRA: Rethinking Residual Predictions for Efficient Shadow Detection and Removal.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

A Comparative Study on Vision Transformers in Remote Sensing Building Extraction.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

SOCIO-BEE: A Next-Generation Citizen Science Platform for Citizens' Engagement to Air Pollution Measuring.
Proceedings of the IEEE International Smart Cities Conference, 2023

A Comparative Study of Deep Learning Methods for the Detection and Classification of Natural Disasters from Social Media.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

TRICKVOS: A Bag of Tricks for Video Object Segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2023

User Profile-aware Daily Activity Prediction.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

Misinformation detection based on news dispersion.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

LP-IOANet: Efficient High Resolution Document Shadow Removal.
Proceedings of the IEEE International Conference on Acoustics, 2023

Securing Modbus TCP Communications in I4.0: A Penetration Testing Approach Using OpenPLC and Factory IO.
Proceedings of the IEEE Conference on Standards for Communications and Networking, 2023

Locality Enhanced Dynamic Biasing and Sampling Strategies For Contextual ASR.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022
Detection, control and mitigation system for secure vehicular communication.
Veh. Commun., 2022

Non-Negative Sparse PCA: An Intelligible Exact Approach.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

IoT threat mitigation engine empowered by artificial intelligence multi-objective optimization.
J. Netw. Comput. Appl., 2022

Artificial Intelligence for network function autoscaling in a cloud-native 5G network.
Comput. Electr. Eng., 2022

On The Exploration of Vision Transformers in Remote Sensing Building Extraction.
Proceedings of the IEEE International Symposium on Multimedia, 2022

Adaptive Mask-Based Pyramid Network for Realistic Bokeh Rendering.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Digital & Green Transitions of the European Manufacturing Sector through beyond 5G-enabled technologies & innovations.
Proceedings of the IEEE Conference on Standards for Communications and Networking, 2022

AI-Based mechanism for the Predictive Resource Allocation of V2X related Network Services.
Proceedings of the 18th International Conference on Network and Service Management, 2022

2021
SDN-Based Resilient Smart Grid: The SDN-microSENSE Architecture.
Digit., December, 2021

Modelling spatio-temporal ageing phenomena with deep Generative Adversarial Networks.
Signal Process. Image Commun., 2021

An AI-Enabled Framework for Real-Time Generation of News Articles Based on Big EO Data for Disaster Reporting.
Future Internet, 2021

An AI-Enabled Stock Prediction Platform Combining News and Social Sensing with Financial Statements.
Future Internet, 2021

A graph neural network method for distributed anomaly detection in IoT.
Evol. Syst., 2021

On the Potential of SDN Enabled Network Deployment in Tactical Environments.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

Real-Time Monocular Depth Estimation With Sparse Supervision on Mobile.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

A Scalable Multi-Agent System for Black Start Restoration in Low Voltage Microgrids.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021

Enabling Cyber-attack Mitigation Techniques in a Software Defined Network.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021

2020
Text synthesis from keywords: a comparison of recurrent-neural-network-based architectures and hybrid approaches.
Neural Comput. Appl., 2020

IoT Network Attack Detection and Mitigation.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Multi-objective Optimisation for Slice-aware Resource Orchestration in 5G Networks.
Proceedings of the 23rd Conference on Innovation in Clouds, 2020

A Behaviour based Ransomware Detection using Neural Network Models.
Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019
User Acceptance Evaluation of a Gamified Knowledge Sharing Platform for Use in Industrial Environments.
Int. J. Serious Games, 2019

Gamification concepts for leveraging knowledge sharing in Industry 4.0.
Int. J. Serious Games, 2019

Acceleration at the Edge for Supporting SMEs Security: The FORTIKA Paradigm.
IEEE Commun. Mag., 2019

Routing policy verification for enhanced energy quality of service and security monitoring in IoT networks.
Proceedings of the 23rd Pan-Hellenic Conference on Informatics, 2019

A light-weighted ANN architecture for the classification of cyber-threats in modern communication networks.
Proceedings of the 10th International Conference on Networks of the Future, 2019

User Experience of a Social Media Based Knowledge Sharing System in Industry Work.
Proceedings of the Human Interaction and Emerging Technologies, 2019

A Short-Term Biometric Based System for Accurate Personalized Tracking.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019

Automated Mechanical Multi-sensorial Scanning.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019

An Intrusion Detection System for Multi-class Classification Based on Deep Neural Networks.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Improve cybersecurity of C-ITS Road Side Infrastructure Installations: the SerIoT - Secure and Safe IoT approach.
Proceedings of the 2019 IEEE International Conference on Connected Vehicles and Expo, 2019

Runtime and Routing Security Policy Verification for Enhanced Quality of Service of IoT Networks.
Proceedings of the 2019 Global IoT Summit, 2019

Gait Matching by Mapping Wearable to Camera Privacy-Preserving Recordings: Experimental Comparison of Multiple Settings.
Proceedings of the 6th International Conference on Control, 2019

Intrusion Detection System Based on Network Traffic Using Deep Neural Networks.
Proceedings of the 24th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2019

2018
An Interactive Visual Analytics Platform for Smart Intelligent Transportation Systems Management.
IEEE Trans. Intell. Transp. Syst., 2018

A Configurable Design Approach for Virtual Museums.
Proceedings of the GCH 2018, 2018

Multiple Material Layer Visualization for Cultural Heritage Artifacts.
Proceedings of the GCH 2018, 2018

Reconstruction and Visualization of Cultural Heritage Artwork Objects.
Proceedings of the Transdisciplinary Multispectral Modeling and Cooperation for the Preservation of Cultural Heritage, 2018

A 3D-CNN Approach for the Spatio-Temporal Modeling of Surface Deterioration Phenomena.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Modelling of Material Ageing with Generative Adversarial Networks.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Security for Internet of Things: The SerIoT Project.
Proceedings of the 2018 International Symposium on Networks, Computers and Communications, 2018

Keywords-To-Text Synthesis Using Recurrent Neural Network.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

A Multi-objective Data Mining Approach for Road Traffic Prediction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

Realistic Texture Reconstruction Incorporating Spectrophotometric Color Correction.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Realistic Rendering of Material Aging for Artwork Objects.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Behavioural Network Traffic Analytics for Securing 5G Networks.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

A Multifragment Renderer for Material Aging Visualization.
Proceedings of the 39th Annual Conference of the European Association for Computer Graphics, 2018

Research and Innovation Action for the Security of the Internet of Things: The SerIoT Project.
Proceedings of the Security in Computer and Information Sciences, 2018

Admission and Congestion Control for 5G Network Slicing.
Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018

An Evacuation Management Framework Based on Urban Data and Personalized Mobility Information.
Proceedings of the Fourth IEEE International Conference on Big Data Computing Service and Applications, 2018

2017
Accessibility-based reranking in multimedia search engines.
Multim. Tools Appl., 2017

Affective state aware biometric recognition.
Proceedings of the International Conference on Engineering, Technology and Innovation, 2017

A Hierarchical Magnification Approach for Enhancing the Insight in Data Visualizations.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 3: IVAPP, Porto, Portugal, February 27, 2017

A Consistency-Based Multimodal Graph Embedding Method for Dimensionality Reduction.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

Physical forces aware aging simulation on cultural heritage artifacts.
Proceedings of the 3DTV Conference: The True Vision, 2017

2016
A Novel Graph-Based Descriptor for the Detection of Billing-Related Anomalies in Cellular Mobile Networks.
IEEE Trans. Mob. Comput., 2016

An enhanced Graph Analytics Platform (GAP) providing insight in Big Network Data.
J. Innov. Digit. Ecosyst., 2016

Border gateway protocol graph: detecting and visualising internet routing anomalies.
IET Inf. Secur., 2016

Scan4Reco: Towards the Digitized Conservation of Cultural Heritage Assets via Spatiotemporal (4D) Reconstruction and 3D Printing.
Proceedings of the GCH 2016 - Eurographics Workshop on Graphics and Cultural Heritage, 2016

A Hierarchical Scale-and-Stretch Approach for Image Retargeting.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Discovering the Discriminating Power in Patient Test Features Using Visual Analytics: A Case Study in Parkinson's Disease.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

2015
Activity related authentication using prehension biometrics.
Pattern Recognit., 2015

Occupant-aware indoor monitoring for enhanced building analysis.
Proceedings of the Symposium on Simulation for Architecture & Urban Design, 2015

Fast Frequent Episode Mining Based on Finite-State Machines.
Proceedings of the Information Sciences and Systems 2015, 2015

A BRPCA Based Approach for Anomaly Detection in Mobile Networks.
Proceedings of the Information Sciences and Systems 2015, 2015

MoVA: A Visual Analytics Tool Providing Insight in the Big Mobile Network Data.
Proceedings of the Artificial Intelligence Applications and Innovations, 2015

A multi-objective clustering approach for the detection of abnormal behaviors in mobile networks.
Proceedings of the IEEE International Conference on Communication, 2015

2014
Multi-Objective Optimization for Multimodal Visualization.
IEEE Trans. Multim., 2014

Visual Analytics for Enhancing Supervised Attack Attribution in Mobile Networks.
Proceedings of the Information Sciences and Systems 2014, 2014

2013
Dimensionality reduction for enhanced 3D face recognition.
Proceedings of the 4th International Conference on Information, 2013

Geometrical facial feature selection for person identification.
Proceedings of the 16th International Conference on Information Fusion, 2013

Robust 3D Face Recognition from Low Resolution Images.
Proceedings of the 2013 BIOSIG, 2013

2012
Real-time Monitoring of Behavioural Parameters Related to Psychological Stress.
Proceedings of the Annual Review of Cybertherapy and Telemedicine 2012, 2012

Biometric Monitoring of Behaviour.
Proceedings of the Handbook of Ambient Assisted Living, 2012

Systematic Error Analysis for the Enhancement of Biometric Systems Using Soft Biometrics.
IEEE Signal Process. Lett., 2012

Spatiotemporal analysis of human activities for biometric authentication.
Comput. Vis. Image Underst., 2012

Enhancing 3D face recognition using soft biometrics.
Proceedings of the 3DTV-Conference 2012: The True Vision, 2012

2011
Activity related biometric authentication using Spherical Harmonics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
On the Potential of Activity Related Recognition.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Event-based unobtrusive authentication using multi-view image sequences.
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams, 2010

Activity Related Biometrics based on Motion Trajectories.
Proceedings of the BIOSIG 2010, 2010


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