Dino Ienco

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 106

Top Venues

CoRR

IGARSS

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

EGC

Publications

Saeideh Maleki, Nicolas N. Baghdadi, Sami Najem, Cássio Fraga Dantas, Hassan Bazzi, Dino Ienco
Determining Effective Temporal Windows for Rapeseed Detection Using Sentinel-1 Time Series and Machine Learning Algorithms. Remote. Sens. 16 (3) (2024)
Dino Ienco, Raffaele Gaetano, Roberto Interdonato
A constrastive semi-supervised deep learning framework for land cover classification of satellite time series with limited labels. Neurocomputing 567 (2024)
Johann Desloires, Dino Ienco, Antoine Botrel
Out-of-year corn yield prediction at field-scale using Sentinel-2 satellite imagery and machine learning methods. Comput. Electron. Agric. 209 (2023)
Giuseppina Andresini, Annalisa Appice, Dino Ienco, Donato Malerba
SENECA: Change detection in optical imagery using Siamese networks with Active-Transfer Learning. Expert Syst. Appl. 214 (2023)
Azza Abidi, Dino Ienco, Ali Ben Abbes, Imed Riadh Farah
Combining 2D encoding and convolutional neural network to enhance land cover mapping from Satellite Image Time Series. Eng. Appl. Artif. Intell. 122 (2023)
Konstantinos P. Panousis, Dino Ienco, Diego Marcos
Sparse Linear Concept Discovery Models. CoRR (2023)
Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone
A Deep Learning Framework for the Estimation of Forest Height From Bistatic TanDEM-X Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah, Matthieu Le Goff, Florient Chouteau
Multisensor Temporal Unsupervised Domain Adaptation for Land Cover Mapping With Spatial Pseudo-Labeling and Adversarial Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito
FairSwiRL: fair semi-supervised classification with representation learning. Mach. Learn. 112 (9) (2023)
Konstantinos P. Panousis, Dino Ienco, Diego Marcos
Hierarchical Concept Discovery Models: A Concept Pyramid Scheme. CoRR (2023)
Cássio Fraga Dantas, Thalita F. Drumond, Diego Marcos, Dino Ienco
Counterfactual Explanations for Remote Sensing Time Series Data: An Application to Land Cover Classification. ECML/PKDD (7) (2023)
Dino Ienco
A Deep Neural Network Framework for Multivariate Time Series Classification With Positive and Unlabeled Data. IEEE Access 11 (2023)
Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah
Temporal-Domain Adaptation for Satellite Image Time-Series Land-Cover Mapping With Adversarial Learning and Spatially Aware Self-Training. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Cássio F. Dantas, Diego Marcos, Dino Ienco
Counterfactual Explanations for Land Cover Mapping in a Multi-class Setting. CoRR (2023)
Dino Ienco, Roberto Interdonato
Deep semi-supervised clustering for multi-variate time-series. Neurocomputing 516 (2023)
Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos
Masking Strategies for Background Bias Removal in Computer Vision Models. CoRR (2023)
Konstantinos P. Panousis, Dino Ienco, Diego Marcos
Sparse Linear Concept Discovery Models. ICCV (Workshops) (2023)
Cheick Tidiane Ba, Roberto Interdonato, Dino Ienco, Sabrina Gaito
Une méthode à base de réseaux de neurones pour la simplification des graphes multicouches dans un contexte de classification des noeuds. EGC (2023)
Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito
Fair Semi-supervised Representation Learning for Tabular Data Classification. SEBD (2023)
Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone
Potential of Deep Learning for Forest Height Estimation from Tandem-X Bistatic Insar Data. IGARSS (2023)
Karun Reuel Dayal, Sylvie Durrieu, Kamel Lahssini, Dino Ienco, Jean-Matthieu Monnet
Enhancing Forest Attribute Prediction by Considering Terrain and Scan Angles From Lidar Point Clouds: A Neural Network Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos
Masking Strategies for Background Bias Removal in Computer Vision Models. ICCV (Workshops) (2023)
Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. CoRR (2023)
Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio Fraga Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. ICCV (2023)
Saeideh Maleki, Nicolas N. Baghdadi, Cássio Fraga Dantas, Sami Najem, Hassan Bazzi, Núria Pantaleoni Reluy, Dino Ienco, Mehrez Zribi
Artificial Intelligence Algorithms for Rapeseed Fields Mapping Using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Erick Cuenca, Arnaud Sallaberry, Dino Ienco, Pascal Poncelet
VERTIGo: A Visual Platform for Querying and Exploring Large Multilayer Networks. IEEE Trans. Vis. Comput. Graph. 28 (3) (2022)
Kamel Lahssini, Florian Teste, Karun Reuel Dayal, Sylvie Durrieu, Dino Ienco, Jean-Matthieu Monnet
Combining LiDAR Metrics and Sentinel-2 Imagery to Estimate Basal Area and Wood Volume in Complex Forest Environment via Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Dino Ienco, Kenji Ose
Combine Histogram Matching and Domain Adaptation to Cope with Temporal Transfer Learning for the Semantic Segmentation of VHR Images. IGARSS (2022)
Daniel Carcereri, Paola Rizzoli, Dino Ienco, Jose Luis Bueso Bello, Carolina González, Stefano Puliti, Lorenzo Bruzzone
Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data. IGARSS (2022)
Dino Ienco, Roberto Interdonato
Clustering semi-supervisé de séries temporelles multivariées par apprentissage profond. EGC (2022)
E. Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, A. Hadj Salah
Unsupervised Domain Adaptation Methods for Land Cover Mapping with Optical Satellite Image Time Series. IGARSS (2022)
Ibrahim Fayad, Dino Ienco, Nicolas N. Baghdadi, Raffaele Gaetano, Clayton Alcarde Alvares, Jose-Luiz Stape, Henrique Ferraço Scolforo, Guerric le Maire
Estimating Forest Heights and Wood Volume using a Deep Learning Approach from Gedi Waveform Data. IGARSS (2022)
Johann Desloires, Dino Ienco, Antoine Botrel, Nicolas Ranc
Positive Unlabelled Learning for Satellite Images'Time Series Analysis: An Application to Cereal and Forest Mapping. Remote. Sens. 14 (1) (2022)
Amedeo Racanati, Roberto Esposito, Dino Ienco
Dealing With Multipositive Unlabeled Learning Combining Metric Learning and Deep Clustering. IEEE Access 10 (2022)
Alexia Cornic, Kenji Ose, Dino Ienco, Eric Barbe, Rémi Cresson
Assessment of Urban Land-Cover Classification: Comparison Between Pixel and Object Scales. IGARSS (2021)
Ludovica Sacco, Dino Ienco, Roberto Interdonato
A neural network strategy for supervised classification via the Learning Under Privileged Information paradigm. SEBD (2021)
Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa
An Inductive Framework for Semi-supervised Learning (Discussion Paper). SEBD (2021)
Saloua Chlaily, Dino Ienco, Christian Jutten, Andrea Marinoni
On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization. SSP (2021)
Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco
Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. IGARSS (2021)
Dino Ienco, Roberto Interdonato
Machine and Deep Learning for Earth Observation: Advanced Approaches and Practical Use Cases. SEBD (2021)
Yawogan Jean Eudes Gbodjo, Olivier Montet, Dino Ienco, Raffaele Gaetano, Stéphane Dupuy
Multisensor Land Cover Classification With Sparsely Annotated Data Based on Convolutional Neural Networks and Self-Distillation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Alessandro Michele Censi, Dino Ienco, Yawogan Jean Eudes Gbodjo, Ruggero Gaetano Pensa, Roberto Interdonato, Raffaele Gaetano
Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data. IEEE Access 9 (2021)
Dino Ienco, Davi Pereira dos Santos, André C. P. L. F. de Carvalho
Evaluate Pseudo Labeling and CNN for Multi-variate Time Series Classification in Low-Data Regimes. ICANN (5) (2021)
Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa
: A generic framework for semi-supervised inductive learning. Neurocomputing 447 (2021)
Hermann Courteille, A. Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco
Channel-Based Attention for LCC Using Sentinel-2 Time Series. CoRR (2021)
Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux
Toward Spatio-Spectral Analysis of Sentinel-2 Time Series Data for Land Cover Mapping. IEEE Geosci. Remote. Sens. Lett. 17 (2) (2020)
Guilhem Marre, Cedric De Almeida Braga, Dino Ienco, Sandra Luque, Florian Holon, Julie Deter
Deep convolutional neural networks to monitor coralligenous reefs: Operationalizing biodiversity and ecological assessment. Ecol. Informatics 59 (2020)
Dino Ienco, Roberto Interdonato
Deep Multivariate Time Series Embedding Clustering via Attentive-Gated Autoencoder. PAKDD (1) (2020)
Hassan Bazzi, Nicolas N. Baghdadi, Dino Ienco, Mehrez Zribi, Hatem Belhouchette
Irrigation Mapping Using Sentinel-1 Time Series. IGARSS (2020)
Hassan Bazzi, Dino Ienco, Nicolas N. Baghdadi, Mehrez Zribi, Valérie Demarez
Distilling Before Refine: Spatio-Temporal Transfer Learning for Mapping Irrigated Areas Using Sentinel-1 Time Series. IEEE Geosci. Remote. Sens. Lett. 17 (11) (2020)
Dino Ienco, Yawogan Jean Eudes Gbodjo, Raffaele Gaetano, Roberto Interdonato
Weakly Supervised Learning for Land Cover Mapping of Satellite Image Time Series via Attention-Based CNN. IEEE Access 8 (2020)
Ekaterina Kalinicheva, Dino Ienco, Jérémie Sublime, Maria Trocan
Unsupervised Change Detection Analysis in Satellite Image Time Series Using Deep Learning Combined With Graph-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Dino Ienco, Ruggero G. Pensa
Enhancing Graph-Based Semisupervised Learning via Knowledge-Aware Data Embedding. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Dino Ienco, Roberto Interdonato, Raffaele Gaetano
Supervised Level-Wise Pretraining for Sequential Data Classification. ICONIP (5) (2020)
Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano, Babacar Ndao
Object-Based Multi-Temporal and Multi-Source Land Cover Mapping Leveraging Hierarchical Class Relationships. Remote. Sens. 12 (17) (2020)
Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano
Fine grained classification for multi-source land cover mapping. CoRR (2020)
Dino Ienco, Yawogan Jean Eudes Gbodjo, Roberto Interdonato, Raffaele Gaetano
Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation. CoRR (2020)
Rémi Cresson, Dino Ienco, Raffaele Gaetano, Kenji Ose, Dinh Ho Tong Minh
Optical image gap filling using deep convolutional autoencoder from optical and radar images. IGARSS (2019)
Hassan Bazzi, Nicolas N. Baghdadi, Dino Ienco, Mohammad El-Hajj, Mehrez Zribi, Hatem Belhouchette, Maria José Escorihuela, Valérie Demarez
Mapping Irrigated Areas Using Sentinel-1 Time Series in Catalonia, Spain. Remote. Sens. 11 (15) (2019)
Lynda Khiali, Mamoudou Ndiath, Samuel Alleaume, Dino Ienco, Kenji Ose, Maguelonne Teisseire
Detection of spatio-temporal evolutions on multi-annual satellite image time series: A clustering based approach. Int. J. Appl. Earth Obs. Geoinformation 74 (2019)
Dino Ienco, Kenji Ose, Christiane Weber
Towards combining Satellite Imagery and VGI for Urban LULC classification. JURSE (2019)
Dino Ienco, Ruggero G. Pensa
Améliorer la classification semi-supervisée à base de graphes. EGC (2019)
Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano, Babacar Ndao, Stéphane Dupuy
Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships. CoRR (2019)
Dino Ienco, Raffaele Gaetano, Roberto Interdonato, Kenji Ose, Dinh Ho Tong Minh
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for Object-Based Land Cover Classification. IGARSS (2019)
Dino Ienco, Roberto Interdonato, Raffaele Gaetano
Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification. CoRR (2019)
Dino Ienco, Ruggero G. Pensa
Deep Triplet-Driven Semi-supervised Embedding Clustering. DS (2019)
Dino Ienco, Gloria Bordogna
Fuzzy extensions of the DBScan clustering algorithm. Soft Comput. 22 (5) (2018)
Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson
A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS Imagery. Remote. Sens. 10 (11) (2018)
Dino Ienco, Ruggero G. Pensa
Semi-Supervised Clustering With Multiresolution Autoencoders. IJCNN (2018)
Roberto Interdonato, Dino Ienco, Raffaele Gaetano, Kenji Ose
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn. CoRR (2018)
Dino Ienco, Raffaele Gaetano, Roberto Interdonato, Kenji Ose, Dinh Ho Tong Minh
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification. CoRR (2018)
Vijay Ingalalli, Dino Ienco, Pascal Poncelet
Mining frequent subgraphs in multigraphs. Inf. Sci. (2018)
Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
Fusion: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson
MRFusion: A Deep Learning architecture to fuse PAN and MS imagery for land cover mapping. CoRR (2018)
Erick Cuenca, Arnaud Sallaberry, Dino Ienco, Pascal Poncelet
Visual querying of large multilayer graphs. SSDBM (2018)
Lynda Khiali, Dino Ienco, Maguelonne Teisseire
Object-oriented satellite image time series analysis using a graph-based representation. Ecol. Informatics 43 (2018)
Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. CoRR (2018)
Dinh Ho Tong Minh, Dino Ienco, Raffaele Gaetano, Nathalie Lalande, Emile Ndikumana, Faycal Osman, Pierre Maurel
Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1. IEEE Geosci. Remote. Sens. Lett. 15 (3) (2018)
Roberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet
Local community detection in multilayer networks. Data Min. Knowl. Discov. 31 (5) (2017)
Lionel Pibre, Marc Chaumont, Gérard Subsol, Dino Ienco, Mustapha Derras
How to deal with multi-source data for tree detection based on deep learning. GlobalSIP (2017)
Dinh Ho Tong Minh, Dino Ienco, Raffaele Gaetano, Nathalie Lalande, Emile Ndikumana, Faycal Osman, Pierre Maurel
Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1. CoRR (2017)
Roberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet
Node-centric community detection in multilayer networks with layer-coverage diversification bias. CoRR (2017)
Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel
Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks. CoRR (2017)
Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel
Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks. IEEE Geosci. Remote. Sens. Lett. 14 (10) (2017)
Dino Ienco, Ruggero G. Pensa, Rosa Meo
A Semisupervised Approach to the Detection and Characterization of Outliers in Categorical Data. IEEE Trans. Neural Networks Learn. Syst. 28 (5) (2017)
Lynda Khiali, Dino Ienco, Maguelonne Teisseire
Analyse des dynamiques spatio-temporelles à partir de séries temporelles d'images satellitaires. EGC (2017)
Vijay Ingalalli, Dino Ienco, Pascal Poncelet
Leveraging efficient indexing schema to support multigraph query answering. Ingénierie des Systèmes d Inf. 21 (3) (2016)
Tomy Rodrigues, Tiago Daniel Sá Cunha, Dino Ienco, Pascal Poncelet, Carlos Soares
RetweetPatterns: Detection of Spatio-Temporal Patterns of Retweets. WorldCIST (1) (2016)
Roberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet
Local community detection in multilayer networks. ASONAM (2016)
Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality. ECIR (2016)
Vijay Ingalalli, Dino Ienco, Pascal Poncelet, Serena Villata
Querying RDF Data Using A Multigraph-based Approach. EDBT (2016)
Romain Bourqui, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet
Multilayer graph edge bundling. PacificVis (2016)
Paolo Arcaini, Gloria Bordogna, Dino Ienco, Simone Sterlacchini
User-driven geo-temporal density-based exploration of periodic and not periodic events reported in social networks. Inf. Sci. (2016)
Dino Ienco, Ruggero G. Pensa
Positive and unlabeled learning in categorical data. Neurocomputing 196 (2016)
Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
ECIR 2016 Workshop on Modeling, Learning and Mining for Cross/Multilinguality (MultiLingMine '16). SIGIR Forum 50 (2) (2016)
Vijay Ingalalli, Dino Ienco, Pascal Poncelet
SuMGra: Querying Multigraphs via Efficient Indexing. DEXA (1) (2016)
Lionel Pibre, Jérôme Pasquet, Dino Ienco, Marc Chaumont
Deep learning is a good steganalysis tool when embedding key is reused for different images, even if there is a cover sourcemismatch. Media Watermarking, Security, and Forensics (2016)
Lionel Pibre, Jérôme Pasquet, Dino Ienco, Marc Chaumont
Deep Learning for steganalysis is better than a Rich Model with an Ensemble Classifier, and is natively robust to the cover source-mismatch. CoRR (2015)
NhatHai Phan, Dino Ienco, Donato Malerba, Pascal Poncelet, Maguelonne Teisseire
Mining Multi-Relational Gradual Patterns. SDM (2015)
Yoann Pitarch, Dino Ienco, Elodie Vintrou, Agnès Bégué, Anne Laurent, Pascal Poncelet, Michel Sala, Maguelonne Teisseire
Spatio-temporal data classification through multidimensional sequential patterns: Application to crop mapping in complex landscape. Eng. Appl. Artif. Intell. 37 (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dino Ienco