Ilias Gialampoukidis

Orcid: 0000-0002-5234-9795

According to our database1, Ilias Gialampoukidis authored at least 72 papers between 2015 and 2024.

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Bibliography

2024
Novel Framework for Quality Control in Vibration Monitoring of CNC Machining.
Sensors, 2024

Time-Quality Tradeoff of MuseHash Query Processing Performance.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Multimodal 3D Object Retrieval.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024


2023


Flood-Related Multimedia Benchmark Evaluation: Challenges, Results and a Novel GNN Approach.
Sensors, April, 2023


Fusion of Multiple Classifiers Using Self Supervised Learning for Satellite Image Change Detection.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

MuseHash: Supervised Bayesian Hashing for Multimodal Image Representation.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Towards a Framework for Seismic Data.
Proceedings of the Knowledge Graphs and Semantic Web, 2023

Response Time Improvement in Medical Emergency Departments Through Evolutionary Optimization.
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

2022
A tempοral Deep Convolutional Neural Network model on Sentinel-1 Image Time Series for pixel-wise Flood Classification (dataset).
Dataset, May, 2022

A Review of Multisensor Data Fusion Solutions in Smart Manufacturing: Systems and Trends.
Sensors, 2022

Multimodal Fusion of Sentinel 1 Images and Social Media Data for Snow Depth Estimation.
IEEE Geosci. Remote. Sens. Lett., 2022

Earthquakes: From Twitter Detection to EO Data Processing.
IEEE Geosci. Remote. Sens. Lett., 2022

Parallel DBSCAN-Martingale Estimation of the Number of Concepts for Automatic Satellite Image Clustering.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022


DisasterMM: Multimedia Analysis of Disaster-Related Social Media Data Task at MediaEval 2022.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

BiasHash: A Bayesian Hashing Framework for Image Retrieval.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

SPARQL querying for validating the usage of automatically georeferenced social media data as human sensors for air quality.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Real-time Alert Framework for Fire Incidents Using Multimodal Event Detection on Social Media Streams.
Proceedings of the 19th International Conference on Information Systems for Crisis Response and Management, 2022

Water quality issues: Can we detect a creeping crisis with social media data?
Proceedings of the IEEE Symposium on Computers and Communications, 2022

A Temporal Deep Convolutional Neural Network Model on Sentinel-1 Image Time Series for Pixel-Wise Flood Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Summary Report.
Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 11th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2022), 2022

Manufacturing Line Qualification and Reconfiguration to Improve the Manufacturing Outcomes.
Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 11th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2022), 2022

Manufacturing Data Analytics for Manufacturing Quality Assurance.
Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 11th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2022), 2022

Industrial Data Services for Quality Control in Industry 4.0.
Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 11th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2022), 2022

BiasUNet: Learning Change Detection over Sentinel-2 Image Pairs.
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

2021
Semantically Enriched Crop Type Classification and Linked Earth Observation Data to Support the Common Agricultural Policy Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A social media analytics platform visualising the spread of COVID-19 in Italy via exploitation of automatically geotagged tweets.
Online Soc. Networks Media, 2021

A Multimodal Tensor-Based Late Fusion Approach for Satellite Image Search in Sentinel 2 Images.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021


WaterMM: Water Quality in Social Multimedia Task at MediaEval 2021.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Multimodal Data Fusion of Social Media and Satellite Images for Emergency Response and Decision-Making.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Severity Level Assessment from Semantically Fused Video Content Analysis for Physical Threat Detection in Ground Segments of Space Systems.
Proceedings of the Computer Security. ESORICS 2021 International Workshops, 2021

2020


The Flood-Related Multimedia Task at MediaEval 2020.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Flood detection with Sentinel-2 satellite images in crisis management systems.
Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020

Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Probabilistic density-based estimation of the number of clusters using the DBSCAN-martingale process.
Pattern Recognit. Lett., 2019


Multimedia Analysis Techniques for Flood Detection Using Images, Articles and Satellite Imagery.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Exploiting Images for Patent Search.
Proceedings of the Springer Handbook of Science and Technology Indicators., 2019

2018
A Multimodal Analytics Platform for Journalists Analyzing Large-Scale, Heterogeneous Multilingual, and Multimedia Content.
Frontiers Robotics AI, 2018

Flood Relevance Estimation from Visual and Textual Content in Social Media Streams.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018


A Multimodal Approach in Estimating Road Passability Through a Flooded Area Using Social Media and Satellite Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Fusion of Compound Queries with Multiple Modalities for Known Item Video Search.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

2017
Multimedia retrieval based on non-linear graph-based fusion and partial least squares regression.
Multim. Tools Appl., 2017



Detection of Terrorism-related Twitter Communities using Centrality Scores.
Proceedings of the 2nd International Workshop on Multimedia Forensics and Security, 2017

Visual and Textual Analysis of Social Media and Satellite Images for Flood Detection @ Multimedia Satellite Task MediaEval 2017.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

A Hybrid Recommendation System Based on Density-Based Clustering.
Proceedings of the Internet Science, 2017

Unsupervised Keyword Extraction Using the GoW Model and Centrality Scores.
Proceedings of the Internet Science - 4th International Conference, 2017

A Topic Detection and Visualisation System on Social Media Posts.
Proceedings of the Internet Science - 4th International Conference, 2017

A Monitoring Tool for Terrorism-Related Key-Players and Key-Communities in Social Media Networks.
Proceedings of the European Intelligence and Security Informatics Conference, 2017

2016

Community detection in complex networks based on DBSCAN* and a Martingale process.
Proceedings of the 11th International Workshop on Semantic and Social Media Adaptation and Personalization, 2016

VERGE: A Multimodal Interactive Search Engine for Video Browsing and Retrieval.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Fast Visual Vocabulary Construction for Image Retrieval Using Skewed-Split k-d Trees.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

A Hybrid Framework for News Clustering Based on the DBSCAN-Martingale and LDA.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Retrieval of Multimedia Objects by Fusing Multiple Modalities.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Incremental Estimation of Visual Vocabulary Size for Image Retrieval.
Proceedings of the Advances in Big Data, 2016

Key Player Identification in Terrorism-Related Social Media Networks Using Centrality Measures.
Proceedings of the 2016 European Intelligence and Security Informatics Conference, 2016

Query-Based Topic Detection Using Concepts and Named Entities.
Proceedings of the 1st International Workshop on Multimodal Media Data Analytics co-located with the 22nd European Conference on Artificial Intelligence, 2016

A multimedia interactive search engine based on graph-based and non-linear multimodal fusion.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

A hybrid graph-based and non-linear late fusion approach for multimedia retrieval.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
Entropy, Age and Time Operator.
Entropy, 2015

Age and Time Operator of Evolutionary Processes.
Proceedings of the Quantum Interaction - 9th International Conference, 2015


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