Roberto Interdonato

103 papers A 1B 8C 5Journal 56Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Novelty Detection in Event Surveillance Documents. IEEE Access Edmond Odhiambo Menya, Roberto Interdonato, Dickson Owuor, Mathieu Roche
2025	—	`conf`	Adaptations des modèles IA pour interroger en langage naturel la base de données LandMatrix. EGC Fatiha Ait Kbir, Jérémy Bourgoin, Rémy Decoupes, Marie Gradeler, Roberto Interdonato
2025	J	`jnl`	Atomizer: Generalizing to new modalities by breaking satellite images down to a set of scalars. CoRR Hugo Riffaud de Turckheim, Sylvain Lobry, Roberto Interdonato, Diego Marcos
2025	J	`jnl`	Editorial: Interdisciplinary approaches to complex systems: highlights from FRCCS 2023/24. Frontiers Big Data Roberto Interdonato, Hocine Cherifi
2025	J	`jnl`	Evaluation of geographical distortions in language models. Mach. Learn. Rémy Decoupes, Roberto Interdonato, Mathieu Roche, Maguelonne Teisseire, Sarah Valentin
2025	J	`jnl`	MARA: A deep learning based framework for multilayer graph simplification. Neurocomputing Cheick Tidiane Ba, Roberto Interdonato, Dino Ienco, Sabrina Gaito
2025	J	`jnl`	Multi-Sensor Model for Earth Observation Robust to Missing Data via Sensor Dropout and Mutual Distillation. IEEE Access Francisco Alejandro Mena, Dino Ienco, Cássio F. Dantas, Roberto Interdonato, Andreas Dengel
2025	J	`jnl`	Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration. CoRR Francisco Alejandro Mena, Dino Ienco, Cássio F. Dantas, Roberto Interdonato, Andreas Dengel
2025	J	`jnl`	Multi-modal co-learning for Earth observation: enhancing single-modality models via modality collaboration. Mach. Learn. Francisco Alejandro Mena, Dino Ienco, Cássio Fraga Dantas, Roberto Interdonato, Andreas Dengel
2025	A	`conf`	SenCLIP: Enhancing Zero-Shot Land-Use Mapping for Sentinel-2 with Ground-Level Prompting. WACV Pallavi Jain, Dino Ienco, Roberto Interdonato, Tristan Berchoux, Diego Marcos
2025	J	`jnl`	TimeSenCLIP: A Vision-Language Model for Remote Sensing Using Single-Pixel Time Series. CoRR Pallavi Jain, Diego Marcos, Dino Ienco, Roberto Interdonato, Tristan Berchoux
2025	—	`conf`	Transfer Land Cover Maps Across Years: A Time Series-based Semantic Segmentation Approach. JURSE Christopher Jabea, Roberto Interdonato, Cássio F. Dantas, Dino Ienco, Flavie Cernesson, Eric Barbe, Nadia Guiffant, Christiane Weber
2024	J	`jnl`	A constrastive semi-supervised deep learning framework for land cover classification of satellite time series with limited labels. Neurocomputing Dino Ienco, Raffaele Gaetano, Roberto Interdonato
2024	J	`jnl`	Adaptations of AI models for querying the LandMatrix database in natural language. CoRR Fatiha Ait Kbir, Jérémy Bourgoin, Rémy Decoupes, Marie Gradeler, Roberto Interdonato
2024	J	`jnl`	Agro-STAY : Collecte de données et analyse des informations en agriculture alternative issues de YouTube. CoRR Laura Maxim, Julien Rabatel, Jean-Marc Douguet, Natalia Grabar, Roberto Interdonato, Sébastien Loustau, Mathieu Roche, Maguelonne Teisseire
2024	C	`conf`	Aligning Geo-Tagged Clip Representations and Satellite Imagery for Few-Shot Land Use Classification. IGARSS Pallavi Jain, Diego Marcos, Dino Ienco, Roberto Interdonato, Aayush Dhakal, Nathan Jacobs, Tristan Berchoux
2024	J	`jnl`	DyHANE: dynamic heterogeneous attributed network embedding through experience node replay. Appl. Netw. Sci. Liliana Martirano, Dino Ienco, Roberto Interdonato, Andrea Tagarelli
2024	—	`conf`	EpidGPT: A Combined Strategy to Discriminate Between Redundant and New Information for Epidemiological Surveillance Systems. NLDB (1) Edmond Odhiambo Menya, Mathieu Roche, Roberto Interdonato, Dickson Owuor
2024	—	`conf`	Evaluation of Geographical Distortions in Language Models. DS (1) Rémy Decoupes, Roberto Interdonato, Mathieu Roche, Maguelonne Teisseire, Sarah Valentin
2024	J	`jnl`	Evaluation of Geographical Distortions in Language Models: A Crucial Step Towards Equitable Representations. CoRR Rémy Decoupes, Roberto Interdonato, Mathieu Roche, Maguelonne Teisseire, Sarah Valentin
2024	J	`jnl`	Explainable epidemiological thematic features for event based disease surveillance. Expert Syst. Appl. Edmond Odhiambo Menya, Roberto Interdonato, Dickson Owuor, Mathieu Roche
2024	J	`jnl`	How can text mining improve the explainability of Food security situations? J. Intell. Inf. Syst. Hugo Deléglise, Agnès Bégué, Roberto Interdonato, Elodie Maître d'Hôtel, Mathieu Roche, Maguelonne Teisseire
2024	C	`conf`	Integrating Predictive Process Monitoring Techniques in Smart Agriculture. ISMIS Simona Fioretto, Dino Ienco, Roberto Interdonato, Elio Masciari
2024	—	`conf`	Integrating textual data for enhanced explanation of food crises at subnational scale. DS (LB) Sarah Valentin, Edmond Odhiambo Menya, Roberto Interdonato, Mathieu Roche, Dickson Owuor
2024	C	`conf`	Joint Cloud Removal and Classification of Sentinel-2 Image Time Series for Agricultural Land Cover Mapping in Northern Benin. IGARSS Bruno Bio Nikki Sarè, Raffaele Gaetano, Roberto Interdonato, Yvon Carmen Hountondji, Dino Ienco, Cássio Fraga Dantas
2024	J	`jnl`	SenCLIP: Enhancing zero-shot land-use mapping for Sentinel-2 with ground-level prompting. CoRR Pallavi Jain, Dino Ienco, Roberto Interdonato, Tristan Berchoux, Diego Marcos
2023	J	`jnl`	An Evaluation Framework for Comparing Epidemic Intelligence Systems. IEEE Access Nejat Arinik, Roberto Interdonato, Mathieu Roche, Maguelonne Teisseire
2023	J	`jnl`	An evaluation framework for comparing epidemic intelligence systems. CoRR Nejat Arinik, Roberto Interdonato, Mathieu Roche, Maguelonne Teisseire
2023	J	`jnl`	Deep semi-supervised clustering for multi-variate time-series. Neurocomputing Dino Ienco, Roberto Interdonato
2023	—	`conf`	Extension et adaptation des modèles de langues pour la classification de corpus en santé animale. EGC Edmond Odhiambo Menya, Mathieu Roche, Roberto Interdonato, Dickson Owuor
2023	J	`jnl`	How Well Do EO-Based Food Security Warning Systems for Food Security Agree? Comparison of NDVI-Based Vegetation Anomaly Maps in West Africa. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Agnès Bégué, Simon Madec, Louise Lemettais, Louise Leroux, Roberto Interdonato, Inbal Becker-Reshef, Brian Barker, Christina Justice, Hervé Kerdiles, Michele Meroni
2023	—	`ed.`	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 2022), Grenoble, France, September 18-22, 2022. MACLEAN@PKDD/ECML Thomas Corpetti, Dino Ienco, Roberto Interdonato, Minh-Tan Pham, Sébastien Lefèvre
2023	—	`conf`	Une méthode à base de réseaux de neurones pour la simplification des graphes multicouches dans un contexte de classification des noeuds. EGC Cheick Tidiane Ba, Roberto Interdonato, Dino Ienco, Sabrina Gaito
2022	—	`conf`	Clustering semi-supervisé de séries temporelles multivariées par apprentissage profond. EGC Dino Ienco, Roberto Interdonato
2022	J	`jnl`	Community Detection in Multiplex Networks. ACM Comput. Surv. Matteo Magnani, Obaida Hanteer, Roberto Interdonato, Luca Rossi, Andrea Tagarelli
2022	B	`conf`	Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification. LREC Edmond Odhiambo Menya, Mathieu Roche, Roberto Interdonato, Dickson Owuor
2022	—	`conf`	Explaining food security warning signals with YouTube transcriptions and local news articles. GoodIT Cheick Tidiane Ba, Chloé Choquet, Roberto Interdonato, Mathieu Roche
2022	J	`jnl`	Food security prediction from heterogeneous data combining machine and deep learning methods. Expert Syst. Appl. Hugo Deléglise, Roberto Interdonato, Agnès Bégué, Elodie Maître d'Hôtel, Maguelonne Teisseire, Mathieu Roche
2022	C	`conf`	Mining News Articles Dealing with Food Security. ISMIS Hugo Deléglise, Agnès Bégué, Roberto Interdonato, Elodie Maître d'Hôtel, Mathieu Roche, Maguelonne Teisseire
2022	—	`ed.`	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 2021), Virtual Conference, September 13-17, 2021. MACLEAN@PKDD/ECML Thomas Corpetti, Dino Ienco, Roberto Interdonato, Minh-Tan Pham, Sébastien Lefèvre
2022	J	`jnl`	Sentinel-2 Satellite Image Time-Series Land Cover Classification with Bernstein Copula Approach. Remote. Sens. Cristiano Tamborrino, Roberto Interdonato, Maguelonne Teisseire
2021	—	`conf`	A neural network strategy for supervised classification via the Learning Under Privileged Information paradigm. SEBD Ludovica Sacco, Dino Ienco, Roberto Interdonato
2021	J	`jnl`	Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data. IEEE Access Alessandro Michele Censi, Dino Ienco, Yawogan Jean Eudes Gbodjo, Ruggero Gaetano Pensa, Roberto Interdonato, Raffaele Gaetano
2021	J	`jnl`	Graph convolutional and attention models for entity classification in multilayer networks. Appl. Netw. Sci. Lorenzo Zangari, Roberto Interdonato, Antonio Caliò, Andrea Tagarelli
2021	J	`jnl`	Guest Editorial Introduction to the Special Section on Reloading Feature-Rich Information Networks. IEEE Trans. Netw. Sci. Eng. Andrea Tagarelli, Sabrina Gaito, Roberto Interdonato, Tsuyoshi Murata, Alessandra Sala, My T. Thai
2021	—	`conf`	Machine and Deep Learning for Earth Observation: Advanced Approaches and Practical Use Cases. SEBD Dino Ienco, Roberto Interdonato
2020	J	`jnl`	Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation. CoRR Dino Ienco, Yawogan Jean Eudes Gbodjo, Roberto Interdonato, Raffaele Gaetano
2020	—	`conf`	Deep Multivariate Time Series Embedding Clustering via Attentive-Gated Autoencoder. PAKDD (1) Dino Ienco, Roberto Interdonato
2020	J	`jnl`	Extracting multilayer networks from Sentinel-2 satellite image time series. Netw. Sci. Roberto Interdonato, Raffaele Gaetano, Danny Lo Seen, Mathieu Roche, Giuseppe Scarpa
2020	J	`jnl`	Fine grained classification for multi-source land cover mapping. CoRR Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano
2020	—	`conf`	Linking Heterogeneous Data for Food Security Prediction. PKDD/ECML Workshops Hugo Deléglise, Agnès Bégué, Roberto Interdonato, Elodie Maître d'Hôtel, Mathieu Roche, Maguelonne Teisseire
2020	—	`conf`	Mining the miners: acknowledging the magnitude of mining deals through data science (extended abstract). MARAMI Jérémy Bourgoin, Quentin Grislain, Roberto Interdonato, Matteo Zignani, Sabrina Gaito
2020	J	`jnl`	Multilayer network simplification: Approaches, models and methods. Comput. Sci. Rev. Roberto Interdonato, Matteo Magnani, Diego Perna, Andrea Tagarelli, Davide Vega
2020	J	`jnl`	Multilayer network simplification: approaches, models and methods. CoRR Roberto Interdonato, Matteo Magnani, Diego Perna, Andrea Tagarelli, Davide Vega
2020	J	`jnl`	Object-Based Multi-Temporal and Multi-Source Land Cover Mapping Leveraging Hierarchical Class Relationships. Remote. Sens. Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano, Babacar Ndao
2020	—	`ed.`	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 2020), Virtual Conference, September 14-18, 2020. MACLEAN@PKDD/ECML Thomas Corpetti, Dino Ienco, Roberto Interdonato, Minh-Tan Pham, Sébastien Lefèvre
2020	—	`ed.`	Proceedings of MARAMI 2020 - Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques - The 11th Conference on Network Modeling and Analysis, Virtual Conference, October 14-15, 2020. MARAMI Roberto Interdonato
2020	—	`conf`	Supervised Level-Wise Pretraining for Sequential Data Classification. ICONIP (5) Dino Ienco, Roberto Interdonato, Raffaele Gaetano
2020	J	`jnl`	Weakly Supervised Learning for Land Cover Mapping of Satellite Image Time Series via Attention-Based CNN. IEEE Access Dino Ienco, Yawogan Jean Eudes Gbodjo, Raffaele Gaetano, Roberto Interdonato
2019	J	`jnl`	A lightweight and multilingual framework for crisis information extraction from Twitter data. Soc. Netw. Anal. Min. Roberto Interdonato, Jean-Loup Guillaume, Antoine Doucet
2019	J	`jnl`	Are you an influencer, or a lurker? why not both! understanding alternate, opposite behaviors in complex social network systems. SIGWEB Newsl. Diego Perna, Roberto Interdonato, Andrea Tagarelli
2019	—	`conf`	Characterizing Large Scale Land Acquisitions Through Network Analysis. COMPLEX NETWORKS (2) Roberto Interdonato, Jérémy Bourgoin, Quentin Grislain, Matteo Zignani, Sabrina Gaito, Markus Giger
2019	C	`conf`	Combining Sentinel-1 and Sentinel-2 Time Series via RNN for Object-Based Land Cover Classification. IGARSS Dino Ienco, Raffaele Gaetano, Roberto Interdonato, Kenji Ose, Dinh Ho Tong Minh
2019	J	`jnl`	Community Detection in Multiplex Networks. CoRR Obaida Hanteer, Roberto Interdonato, Matteo Magnani, Andrea Tagarelli, Luca Rossi
2019	J	`jnl`	Feature-rich networks: going beyond complex network topologies. Appl. Netw. Sci. Roberto Interdonato, Martin Atzmueller, Sabrina Gaito, Rushed Kanawati, Christine Largeron, Alessandra Sala
2019	J	`jnl`	Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships. CoRR Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano, Babacar Ndao, Stéphane Dupuy
2019	—	`ed.`	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), Würzburg, Germany, September 20, 2019. MACLEAN@PKDD/ECML Thomas Corpetti, Dino Ienco, Roberto Interdonato, Minh-Tan Pham, Sébastien Lefèvre
2019	J	`jnl`	Reports of the Workshops Held at the 2019 International AAAI Conference on Web and Social Media. AI Mag. Diego Alburez-Gutierrez, Eshwar Chandrasekharan, Rumi Chunara, Sofia Gil-Clavel, Aniko Hannak, Roberto Interdonato, Kenneth Joseph, Kyriaki Kalimeri, Momin M. Malik, Katja Mayer, Yelena Mejova, Daniela Paolotti, Emilio Zagheni
2019	J	`jnl`	Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification. CoRR Dino Ienco, Roberto Interdonato, Raffaele Gaetano
2018	J	`jnl`	Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification. CoRR Dino Ienco, Raffaele Gaetano, Roberto Interdonato, Kenji Ose, Dinh Ho Tong Minh
2018	J	`jnl`	DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn. CoRR Roberto Interdonato, Dino Ienco, Raffaele Gaetano, Kenji Ose
2018	J	`jnl`	Identifying Users With Alternate Behaviors of Lurking and Active Participation in Multilayer Social Networks. IEEE Trans. Comput. Soc. Syst. Diego Perna, Roberto Interdonato, Andrea Tagarelli
2018	—	`conf`	International Workshop on Mining Attributed Networks (MATNET 2018) Chairs' Welcome. WWW (Companion Volume) Martin Atzmueller, Sabrina Gaito, Roberto Interdonato, Rushed Kanawati, Christine Largeron, Matteo Magnani, Alessandra Sala
2018	J	`jnl`	Learning to lurker rank: an evaluation of learning-to-rank methods for lurking behavior analysis. Soc. Netw. Anal. Min. Diego Perna, Roberto Interdonato, Andrea Tagarelli
2018	—	`book`	Mining Lurkers in Online Social Networks - Principles, Models, and Computational Methods Andrea Tagarelli, Roberto Interdonato
2018	J	`jnl`	Topology-Driven Diversity for Targeted Influence Maximization with Application to User Engagement in Social Networks. IEEE Trans. Knowl. Data Eng. Antonio Caliò, Roberto Interdonato, Chiara Pulice, Andrea Tagarelli
2018	J	`jnl`	Topology-driven Diversity for Targeted Influence Maximization with Application to User Engagement in Social Networks. CoRR Antonio Caliò, Roberto Interdonato, Chiara Pulice, Andrea Tagarelli
2018	B	`conf`	Unsupervised Crisis Information Extraction from Twitter Data. ASONAM Roberto Interdonato, Antoine Doucet, Jean-Loup Guillaume
2017	—	`conf`	An Influence Maximization based approach to the Engagement of Silent Users in Online Social Networks. SEBD Roberto Interdonato, Chiara Pulice, Andrea Tagarelli
2017	—	`conf`	Controversy-Aware Hybrid Trust Inference in Online Social Networks. TrustCom/BigDataSE/ICESS Paolo Zicari, Roberto Interdonato, Andrea Tagarelli, Sergio Greco
2017	J	`jnl`	Local community detection in multilayer networks. Data Min. Knowl. Discov. Roberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet
2017	J	`jnl`	Node-centric community detection in multilayer networks with layer-coverage diversification bias. CoRR Roberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet
2017	—	`conf`	Personalized Recommendation of Points-of-Interest Based on Multilayer Local Community Detection. SocInfo (1) Roberto Interdonato, Andrea Tagarelli
2016	B	`conf`	Community-based delurking in social networks. ASONAM Roberto Interdonato, Chiara Pulice, Andrea Tagarelli
2016	—	`conf`	Controversy in Trust Networks. TRUST Paolo Zicari, Roberto Interdonato, Diego Perna, Andrea Tagarelli, Sergio Greco
2016	B	`conf`	Local community detection in multilayer networks. ASONAM Roberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet
2016	—	`conf`	Modeling Evolutionary Dynamics of Lurking in Social Networks. CompleNet Marco Alberto Javarone, Roberto Interdonato, Andrea Tagarelli
2016	J	`jnl`	Modeling Evolutionary Dynamics of Lurking in Social Networks. CoRR Marco Alberto Javarone, Roberto Interdonato, Andrea Tagarelli
2016	—	`conf`	To Trust or Not to Trust Lurkers?: Evaluation of Lurking and Trustworthiness in Ranking Problems. NetSci-X Roberto Interdonato, Andrea Tagarelli
2015	B	`conf`	"Got to have faith!": The DEvOTION algorithm for delurking in social networks. ASONAM Roberto Interdonato, Chiara Pulice, Andrea Tagarelli
2015	J	`jnl`	Multi-relational PageRank for tree structure sense ranking. World Wide Web Roberto Interdonato, Andrea Tagarelli
2015	J	`jnl`	Time-aware Analysis and Ranking of Lurkers in Social Networks. CoRR Andrea Tagarelli, Roberto Interdonato
2015	J	`jnl`	Time-aware analysis and ranking of lurkers in social networks. Soc. Netw. Anal. Min. Andrea Tagarelli, Roberto Interdonato
2014	J	`jnl`	Lurking in Social Networks: Topology-based Analysis and Ranking Methods. CoRR Andrea Tagarelli, Roberto Interdonato
2014	J	`jnl`	Lurking in social networks: topology-based analysis and ranking methods. Soc. Netw. Anal. Min. Andrea Tagarelli, Roberto Interdonato
2014	J	`jnl`	Online Popularity and Topical Interests through the Lens of Instagram. CoRR Emilio Ferrara, Roberto Interdonato, Andrea Tagarelli
2014	—	`conf`	Online popularity and topical interests through the lens of instagram. HT Emilio Ferrara, Roberto Interdonato, Andrea Tagarelli
2014	—	`conf`	The PackRec system for travel package recommendation. SEBD Roberto Interdonato, Salvatore Romeo, Andrea Tagarelli
2014	B	`conf`	Understanding lurking behaviors in social networks across time. ASONAM Andrea Tagarelli, Roberto Interdonato
2013	B	`conf`	"Who's out there?": identifying and ranking lurkers in social networks. ASONAM Andrea Tagarelli, Roberto Interdonato
2013	B	`conf`	A Versatile Graph-Based Approach to Package Recommendation. ICTAI Roberto Interdonato, Salvatore Romeo, Andrea Tagarelli, George Karypis
2013	—	`conf`	Multi-relational PageRank for Tree Structure Sense Ranking. WISE (1) Roberto Interdonato, Andrea Tagarelli
2013	—	`conf`	Ranking Vicarious Learners in Research Collaboration Networks. ICADL Andrea Tagarelli, Roberto Interdonato