Roberto Interdonato

Neurocomputing, January, 2024

2023

How Well Do EO-Based Food Security Warning Systems for Food Security Agree? Comparison of NDVI-Based Vegetation Anomaly Maps in West Africa.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Deep semi-supervised clustering for multi-variate time-series.

[BibT_eX]

[DOI]

Neurocomputing, 2023

An Evaluation Framework for Comparing Epidemic Intelligence Systems.

[BibT_eX]

[DOI]

IEEE Access, 2023

Extension et adaptation des modèles de langues pour la classification de corpus en santé animale.

[BibT_eX]

[DOI]

Edmond Odhiambo Menya

Dickson Owuor

Proceedings of the Extraction et Gestion des Connaissances, 2023

Une méthode à base de réseaux de neurones pour la simplification des graphes multicouches dans un contexte de classification des noeuds.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2023

2022

Sentinel-2 Satellite Image Time-Series Land Cover Classification with Bernstein Copula Approach.

[BibT_eX]

[DOI]

Cristiano Tamborrino

Remote. Sens., 2022

Food security prediction from heterogeneous data combining machine and deep learning methods.

[BibT_eX]

[DOI]

Hugo Deléglise

Agnès Bégué

Elodie Maître d'Hôtel

Expert Syst. Appl., 2022

Community Detection in Multiplex Networks.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2022

Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification.

[BibT_eX]

[DOI]

Edmond Odhiambo Menya

Dickson Owuor

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Mining News Articles Dealing with Food Security.

[BibT_eX]

[DOI]

Hugo Deléglise

Agnès Bégué

Elodie Maître d'Hôtel

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Explaining food security warning signals with YouTube transcriptions and local news articles.

[BibT_eX]

[DOI]

Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

Clustering semi-supervisé de séries temporelles multivariées par apprentissage profond.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2022

2021

Guest Editorial Introduction to the Special Section on Reloading Feature-Rich Information Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2021

Graph convolutional and attention models for entity classification in multilayer networks.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2021

Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data.

[BibT_eX]

[DOI]

Alessandro Michele Censi

Ruggero Gaetano Pensa

IEEE Access, 2021

A neural network strategy for supervised classification via the Learning Under Privileged Information paradigm.

[BibT_eX]

[DOI]

Ludovica Sacco

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Machine and Deep Learning for Earth Observation: Advanced Approaches and Practical Use Cases.

[BibT_eX]

[DOI]

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

2020

Object-Based Multi-Temporal and Multi-Source Land Cover Mapping Leveraging Hierarchical Class Relationships.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Extracting multilayer networks from Sentinel-2 satellite image time series.

[BibT_eX]

[DOI]

Netw. Sci., 2020

Multilayer network simplification: Approaches, models and methods.

[BibT_eX]

[DOI]

Comput. Sci. Rev., 2020

Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation.

[BibT_eX]

[DOI]

CoRR, 2020

Fine grained classification for multi-source land cover mapping.

[BibT_eX]

[DOI]

CoRR, 2020

Weakly Supervised Learning for Land Cover Mapping of Satellite Image Time Series via Attention-Based CNN.

[BibT_eX]

[DOI]

IEEE Access, 2020

Linking Heterogeneous Data for Food Security Prediction.

[BibT_eX]

[DOI]

Hugo Deléglise

Agnès Bégué

Elodie Maître d'Hôtel

Proceedings of the ECML PKDD 2020 Workshops, 2020

Deep Multivariate Time Series Embedding Clustering via Attentive-Gated Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Mining the miners: acknowledging the magnitude of mining deals through data science (extended abstract).

[BibT_eX]

[DOI]

Proceedings of MARAMI 2020 - Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques, 2020

Supervised Level-Wise Pretraining for Sequential Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

A lightweight and multilingual framework for crisis information extraction from Twitter data.

[BibT_eX]

[DOI]

Jean-Loup Guillaume

Antoine Doucet

Soc. Netw. Anal. Min., 2019

Are you an influencer, or a lurker? why not both! understanding alternate, opposite behaviors in complex social network systems.

[BibT_eX]

[DOI]

Diego Perna

SIGWEB Newsl., 2019

Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships.

[BibT_eX]

[DOI]

CoRR, 2019

Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification.

[BibT_eX]

[DOI]

CoRR, 2019

Feature-rich networks: going beyond complex network topologies.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2019

Reports of the Workshops Held at the 2019 International AAAI Conference on Web and Social Media.

[BibT_eX]

[DOI]

Diego Alburez-Gutierrez

Eshwar Chandrasekharan

AI Mag., 2019

Combining Sentinel-1 and Sentinel-2 Time Series via RNN for Object-Based Land Cover Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Characterizing Large Scale Land Acquisitions Through Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks and Their Applications VIII, 2019

2018

Mining Lurkers in Online Social Networks - Principles, Models, and Computational Methods

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-00228-2, 2018

Topology-Driven Diversity for Targeted Influence Maximization with Application to User Engagement in Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Identifying Users With Alternate Behaviors of Lurking and Active Participation in Multilayer Social Networks.

[BibT_eX]

[DOI]

Diego Perna

IEEE Trans. Comput. Soc. Syst., 2018

Learning to lurker rank: an evaluation of learning-to-rank methods for lurking behavior analysis.

[BibT_eX]

[DOI]

Diego Perna

Soc. Netw. Anal. Min., 2018

DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn.

[BibT_eX]

[DOI]

CoRR, 2018

International Workshop on Mining Attributed Networks (MATNET 2018) Chairs' Welcome.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Unsupervised Crisis Information Extraction from Twitter Data.

[BibT_eX]

[DOI]

Antoine Doucet

Jean-Loup Guillaume

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Local community detection in multilayer networks.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

Node-centric community detection in multilayer networks with layer-coverage diversification bias.

[BibT_eX]

[DOI]

CoRR, 2017

Controversy-Aware Hybrid Trust Inference in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Personalized Recommendation of Points-of-Interest Based on Multilayer Local Community Detection.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics, 2017

An Influence Maximization based approach to the Engagement of Silent Users in Online Social Networks.

[BibT_eX]

[DOI]

Chiara Pulice

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

2016

Controversy in Trust Networks.

[BibT_eX]

[DOI]

Proceedings of the Trust and Trustworthy Computing - 9th International Conference, 2016

To Trust or Not to Trust Lurkers?: Evaluation of Lurking and Trustworthiness in Ranking Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Network Science, 2016

Modeling Evolutionary Dynamics of Lurking in Social Networks.

[BibT_eX]

[DOI]

Marco Alberto Javarone

Proceedings of the Complex Networks VII, 2016

Community-based delurking in social networks.

[BibT_eX]

[DOI]

Chiara Pulice

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Multi-relational PageRank for tree structure sense ranking.

[BibT_eX]

[DOI]

World Wide Web, 2015

Time-aware analysis and ranking of lurkers in social networks.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2015

"Got to have faith!": The DEvOTION algorithm for delurking in social networks.

[BibT_eX]

[DOI]

Chiara Pulice

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Lurking in social networks: topology-based analysis and ranking methods.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2014

The PackRec system for travel package recommendation.

[BibT_eX]

Salvatore Romeo

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Online popularity and topical interests through the lens of instagram.

[BibT_eX]

[DOI]

Emilio Ferrara

Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Understanding lurking behaviors in social networks across time.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

A Versatile Graph-Based Approach to Package Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Ranking Vicarious Learners in Research Collaboration Networks.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: Social Media and Community Networks, 2013

"Who's out there?": identifying and ranking lurkers in social networks.

[BibT_eX]

[DOI]