Melita Hadzagic

According to our database, Melita Hadzagic authored at least 20 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Change Detection in Heterogeneous Satellite Remote-Sensing Imagery Using Deep Features Comparison.

Moslem Ouled Sghaier, Melita Hadzagic, Jun Ye Yu, Sofia Shton

Proceedings of the IGARSS 2024, 2024

Leveraging Generative Deep Learning Models for Enhanced Change Detection in Heterogeneous Remote Sensing Data.

Moslem Ouled Sghaier, Melita Hadzagic, Jun Ye Yu, Sofia Shton, Elisa Shahbazian

Proceedings of the 27th International Conference on Information Fusion, 2024

Verifiable Human Autonomy Teaming for NORAD C2 Operations.

Moslem Ouled Sghaier, Melita Hadzagic, Elisa Shahbazian

Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2024

Cognitive and Computational Aspects of Marine Incident Situation Management System - the Canadian Coast Guard Use Case -.

Éric-Olivier Bossé, Melita Hadzagic, Elisa Shahbazian, Tyler Brand, Sean McCaffrey

Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2024

2023

Cloud-Based Knowledge Extraction (CBEx) System: A Solution for Real-time Data Analysis for Rapid Decision Making.

Julian Falardeau, Melita Hadzagic, Elisa Shahbazian

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023

2022

Public Health Emergency Monitoring (HEM) System for Early Disease Outbreak Detection and Transmission Patterns Estimation.

Melita Hadzagic, Jun Ye Yu, Elisa Shahbazian

Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2022

2020

Hard and Soft Data Fusion for Maritime Traffic Monitoring Using the Integrated Ornstein-Uhlenbeck Process.

Melita Hadzagic, Maxime Isabelle, Nathan Kashyap

Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2020

2019

Akaike and Bayesian Information Criteria for Hidden Markov Models.

Noura Dridi, Melita Hadzagic

IEEE Signal Process. Lett., 2019

Fusion of SAR and Multispectral Satellite Images Using Multiscale Analysis and Dempster-Shafer Theory for Flood Extent Extraction.

Moslem Ouled Sghaier, Melita Hadzagic, Jirí Patera

Proceedings of the 22th International Conference on Information Fusion, 2019

Relevance and Importance in Deep Learning for Open Source Data Processing to Enhance Context.

Moslem Ouled Sghaier, Melita Hadzagic, Julian Falardeau, Nathan Kashyap

Proceedings of the 22th International Conference on Information Fusion, 2019

2018

Composite Event Patterns for Maritime Monitoring.

Manolis Pitsikalis, Ioannis Kontopoulos, Alexander Artikis, Elias Alevizos, Paul Delaunay, Jules-Edouard Pouessel, Richard Dreo, Cyril Ray, Elena Camossi, Anne-Laure Jousselme, Melita Hadzagic

Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Towards an Optimal Design of a Data Fusion System for Maritime Domain Awareness (Poster).

Melita Hadzagic, Elisa Shahbazian

Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2018

2017

Visual exploration of movement and event data with interactive time masks.

Natalia V. Andrienko, Gennady L. Andrienko, Elena Camossi, Christophe Claramunt, Jose Manuel Cordero Garcia, Georg Fuchs, Melita Hadzagic, Anne-Laure Jousselme, Cyril Ray, David Scarlatti, George A. Vouros

Vis. Informatics, 2017

Bayesian inference for biomarker discovery in proteomics: an analytic solution.

Noura Dridi, Audrey Giremus, Jean-François Giovannelli, Caroline Truntzer, Melita Hadzagic, Jean-Philippe Charrier, Laurent Gerfault, Patrick Ducoroy, Bruno Lacroix, Pierre Grangeat, Pascal Roy

EURASIP J. Bioinform. Syst. Biol., 2017

Maritime data integration and analysis: recent progress and research challenges.

Christophe Claramunt, Cyril Ray, Elena Camossi, Anne-Laure Jousselme, Melita Hadzagic, Gennady L. Andrienko, Natalia V. Andrienko, Yannis Theodoridis, George A. Vouros, Loïc Salmon

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2013

Maritime traffic data mining using R.

Melita Hadzagic, Marie-Odette St-Hilaire, Sean Webb, Elisa Shahbazian

Proceedings of the 16th International Conference on Information Fusion, 2013

Context-based information quality for sequential decision making.

Galina Rogova, Melita Hadzagic, Marie-Odette St-Hilaire, Mihai Cristian Florea, Pierre Valin

Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2013

2012

Reliability and relevance in the Thresholded Dempster-Shafer algorithm for ESM data fusion.

Melita Hadzagic, Marie-Odette St-Hilaire, Pierre Valin, Elisa Shahbazian

Proceedings of the 15th International Conference on Information Fusion, 2012

Reliability in the Thresholded Dempster-Shafer Algorithm for ESM Data Fusion.

Melita Hadzagic, Marie-Odette St-Hilaire, Pierre Valin

Proceedings of the Belief Functions: Theory and Applications, 2012

2011

A Bayesian inference approach for batch trajectory estimation.

Melita Hadzagic, Hannah Michalska

Proceedings of the 14th International Conference on Information Fusion, 2011