Scientific
Systematically Improving the Efficiency of Grid-Based Coverage Path Planning Methodologies in Real-World UAVs’ Operations
Journal: MDPI Drones: Special Issue “Advanced UAV Task Verification: Trajectory Generation, Planning, Control and Guidance”
Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making
Journal: GIScience and Remote Sensing
Fuzzy clustering for the within-season estimation of cotton phenology
Journal: PLoS ONE
Using Hyperspectral Remote Sensing to Monitor Water Quality in Drinking Water Reservoirs
Journal: MDPI Remote Sensing (Special Issue)
Assessing the added value of Sentinel-1 PolSAR data for crop classification
Journal: MDPI Remote Sensing (Special Issue)
Collaborative Platform for Prototyping, Developing and Executing EO and AI Based Services
Oral Presentation.
MuseHash: Supervised Bayesian Hashing for Multimodal Image Representation
Paper: ACM International Conference on Multimedia Retrieval (ICMR 2023), 12-15 June 2023, Thessaloniki, Greece.
Towards Global Crop Maps with Transfer Learning
Paper: Climate Change AI workshop of NeurIPS 2022.
Fusion of multiple classifiers using self supervised learning for satellite image change detection
Paper: The 29th International Conference on Multimedia Modeling (MMM 2023), 9 – 12 January 2023, Bergen, Norway.
Air Quality Forecasting Using a Deep Long-Short Memory Network Model
Proceedings of Abstracts: 13th International Conference on Air Quality (page 24)
Deep Learning for Remote Sensing Image Downscaling: Fusion and Super-Resolution
Journal: IEEE Geoscience and Remote Sensing MagazineAvailable here
Knowledge Graph Representation Learning using Ordinary Differential Equations
Event: The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), 7-11 December 2022Available here
BiasUNet: Learning Change Detection over Sentinel-2 Image Pairs
Event: 2022 19th International Conference on Content-based Multimedia Indexing (CBMI 2022)
Towards Space-to-Ground Data Availability for Agriculture Monitoring
Event: 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022)Available here
BiasHash: A Bayesian Hashing Framework for Image Retrieval
Event: 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022)Available here
SPARQL querying for validating the usage of automatically georeferenced social media data as human sensors for air quality
Event: 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022)Available here
Dihedron Algebraic Embeddings for Spatio-temporal Knowledge Graph Completion (published paper)
Event: Extended Semantic Web Conference (ESWC) 2022, 29 May-2 June 2022Available here
Real-time Alert Framework for Fire Incidents Using Multimodal Event Detection on Social Media Streams
Event: 19th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2022)Available here
Activity-Based Intelligence for Land Cover Change Detection: A novel framework for Border Surveillance
Event: Living Planet Symposium 2022 (LPS 2022)
DataCAP: Sentinel datacubes, crowdsourced street-level images and annotated benchmark datasets for the monitoring of the CAP
Event: Living Planet Symposium 2022 (LPS 2022)
Filling Cloud Gaps on Optical Time-Series through Optical and SAR Data Fusion for Cropland Monitoring
Event: Living Planet Symposium 2022 (LPS 2022)
Parallel DBSCAN-Martingale estimation of the number of concepts for automatic satellite image clustering
Event: 28th International Conference on Multimedia Modeling (MMM 2022) Available here
DataCAP: A Satellite Datacube and Crowdsourced Street-level Images for the Monitoring of the Common Agricultural Policy
Event: 28th International Conference on Multimedia Modeling (MMM 2022) Available here
Earthquakes: from Twitter detection to EO data processing
Event: 5th International Conference on Dynamics of Disasters (DOD 2021)
Journal: IEEE Geoscience and Remote Sensing Letters
Multimodal data fusion of social media and satellite images for emergency response and decision-making
Event: IEEE International Geoscience and Remote Sensing Symposium 2021 Available here Available here
CALLISTO: Copernicus Artificial Intelligence Services and data fusion with other distributed data sources and processing at the edge to support DIAS and HPC infrastructures
Event: Big Data from Space 2021 Available here
Towards Space-to-Ground Data Availability for Agriculture Monitoring
Event: IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) Available here
BiasHash: A Bayesian Hashing Framework for Image Retrieval
Event: IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) Available here
DisasterMM: Multimedia Analysis of Disaster-Related Social Media Data Task at MediaEval 2022
Event: Multimedia Benchmark Workshop Available here
Time-Quality Tradeoff of MuseHash Query Processing Performance
Event: MultiMedia Modeling Available here
VERGE in VBS 2023
Event: MultiMedia Modeling Available here
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation
Event: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Available here
Language Model Guided Knowledge Graph Embeddings
Event: IEEE Access Available here
Unsupervised feature selection based on variance–covariance subspace distance
Event: Neural Networks Available here
LEMON: LanguagE MOdel for Negative Sampling of Knowledge Graph Embeddings
OpenAIRE Available here
Evaluating Digital Tools for Sustainable Agriculture using Causal Inference
OpenAIRE Available here
Big Earth Data and Machine Learning for Sustainable and Resilient Agriculture
OpenAIRE Available here