Claudio Rossi

Orcid: 0000-0001-5038-3597

Affiliations:
  • LINKS Foundation, Turin, Italy
  • Istituto Superiore Mario Boella (ISMB), Turin, Italy (2014 - 2018)
  • Politecnico di Torino, Turin, Italy (PhD 2014)


According to our database1, Claudio Rossi authored at least 47 papers between 2006 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Maximum Temperature Prediction Using Remote Sensing Data Via Convolutional Neural Network.
CoRR, 2024

Urban Air Pollution Forecasting: a Machine Learning Approach leveraging Satellite Observations and Meteorological Forecasts.
CoRR, 2024

Landslide Mapping from Sentinel-2 Imagery Through Change Detection.
Proceedings of the IGARSS 2024, 2024

Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data.
Proceedings of the IGARSS 2024, 2024

FMARS: Annotating Remote Sensing Images for Disaster Management Using Foundation Models.
Proceedings of the IGARSS 2024, 2024

2023
Transformer neural networks for interpretable flood forecasting.
Environ. Model. Softw., February, 2023

Robust Burned Area Delineation through Multitask Learning.
CoRR, 2023

A Multimodal Supervised Machine Learning Approach for Satellite-Based Wildfire Identification in Europe.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
MMFlood: A Multimodal Dataset for Flood Delineation from Satellite Imagery.
Dataset, June, 2022

MMFlood: A Multimodal Dataset for Flood Delineation From Satellite Imagery.
IEEE Access, 2022

Impact Estimation of Emergency Events Using Social Media Streams.
Proceedings of the 7th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2022

A 'Glocal' Approach for Real-time Emergency Event Detection in Twitter.
Proceedings of the 19th International Conference on Information Systems for Crisis Response and Management, 2022

A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021
Multilingual Text Classification from Twitter during Emergencies.
Proceedings of the IEEE International Conference on Consumer Electronics, 2021

2020
Independent Category Classifiers for Emergency Scene Description using Deep Learning approaches.
Proceedings of the 2020 TREC Video Retrieval Evaluation, 2020

Water Segmentation with Deep Learning Models for Flood Detection and Monitoring.
Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020

Sentinel-1 Flood Delineation with Supervised Machine Learning.
Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020

Emergency Response in Recent Urban/Suburban Disaster Events in Attica: Technology Gaps, Limitations and Lessons Learned.
Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020

2019
Unsupervised Burned Area Estimation through Satellite Tiles: A Multimodal Approach by Means of Image Segmentation over Remote Sensing Imagery.
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2019), 2019

The Design of a Mobile Application for Crowdsourcing in Disaster Risk Reduction.
Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019

A Machine Learning Approach to Monitor Air Quality from Traffic and Weather Data.
Proceedings of the Joint Proceeding of the Poster and Workshop Sessions of AmI-2019, 2019

uAQE: Urban Air Quality Evaluator.
Proceedings of the Ambient Intelligence - 15th European Conference, 2019

2018
Online clustering and classification for real-time event detection in Twitter.
Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018

2017
Transparent bandwidth aggregation for residential access networks.
Trans. Emerg. Telecommun. Technol., 2017

A service oriented cloud-based architecture for mobile geolocated emergency services.
Concurr. Comput. Pract. Exp., 2017

Localization of emergency first responders using UWB/GNSS with cloud-based augmentation: short paper.
Proceedings of the First CoNEXT Workshop on ICT Tools for Emergency Networks and DisastEr Relief, 2017

Co-design of a crowdsourcing solution for disaster risk reduction.
Proceedings of the First CoNEXT Workshop on ICT Tools for Emergency Networks and DisastEr Relief, 2017

Filtering informative tweets during emergencies: a machine learning approach.
Proceedings of the First CoNEXT Workshop on ICT Tools for Emergency Networks and DisastEr Relief, 2017

River segmentation for flood monitoring.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

A language-agnostic approach to exact informative tweets during emergency situations.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Gamified crowdsourcing for disaster risk management.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Coupling early warning services, crowdsourcing, and modelling for improved decision support and wildfire emergency management.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

SQL versus NoSQL databases for geospatial applications.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
AURORA: an Energy Efficient Public Lighting IoT System for Smart Cities.
SIGMETRICS Perform. Evaluation Rev., 2016

2015
Cooperative Energy-Efficient Management of Federated WiFi Networks.
IEEE Trans. Mob. Comput., 2015

Coupling crowdsourcing, earth observations, and E-GNSS in a novel flood emergency service in the cloud.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Local cooperative caching policies in multi-hop D2D networks.
Proceedings of the IEEE 10th International Conference on Wireless and Mobile Computing, 2014

A Cloud-Based Approach to GNSS Augmentation for Navigation Services.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

A Passive Solution for Interference Estimation in WiFi Networks.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 13th International Conference, 2014

2013
Energy-efficient wi-fi gateways for federated residential networks.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

Power-boosting residential wired broadband.
Proceedings of the 8th ACM International Workshop on Wireless Network Testbeds, 2013

3GOL: power-boosting ADSL using 3G onloading.
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

2012
Energy-efficientwireless resource sharing for federated residential networks.
Proceedings of the 2012 IEEE International Symposium on a World of Wireless, 2012

2011
An Energy Efficient Protocol for Gateway-Centric Federated Residential Access Networks
CoRR, 2011

Bandwidth Monitoring in Multi-Rate 802.11 WLANs with Elastic Traffic Awareness.
Proceedings of the Global Communications Conference, 2011

2006
A Partially Reliable Transport Protocol for Multiple-Description Real-Time Multimedia Traffic.
Proceedings of the International Conference on Image Processing, 2006


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