Dino Ienco - RankMe

199 papers A* 3A 7B 13C 23Misc 2Journal 95Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A new framework for measuring community diversity in temporal ecological networks. Ecol. Informatics Zakariya Ghalmane, Pascal Poncelet, Roberto Interdonado, Dino Ienco, Pierluigi Carbonara, Angelo Cau, Antonio Esteban, Maria Teresa Farriols, Maria Cristina Follesa, Cristina Garcia-Ruiz, Germana Garofalo, Gioacchino Bono, Taha Imzilen, Igor Isajlovic, Stefanos Kavadas, Irida Maina, Porzia Maiorano, Chiara Manfredi, Jurgen Mifsud, Panagiota Peristeraki, Mario Sbrana, Maria Teresa Spedicato, Ioannis Thasitis, Nedo Vrgoc, Bastien Mérigot
2026	J	`jnl`	SAHARA: Heterogeneous Semi-Supervised Transfer Learning With Adversarial Adaptation and Dynamic Pseudo-Labeling. IEEE Geosci. Remote. Sens. Lett. Giuseppe Guarino, Cássio F. Dantas, Dino Ienco, Raffaele Gaetano, Gemine Vivone, Matteo Ciotola, Giuseppe Scarpa
2026	J	`jnl`	ULISSE: Parameter-efficient adaptation of earth vision models to monitor forest disturbance in sentinel-2 time series. Ecol. Informatics Vito Recchia, Giuseppina Andresini, Annalisa Appice, Dino Ienco, Giuseppe Fiameni, Donato Malerba
2025	J	`jnl`	Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover Mapping. CoRR Babak Ghassemi, Cássio Fraga Dantas, Raffaele Gaetano, Dino Ienco, Omid Ghorbanzadeh, Emma Izquierdo-Verdiguier, Francesco Vuolo
2025	J	`jnl`	Inherently Faithful Attention Maps for Vision Transformers. CoRR Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos
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	—	`conf`	ProMM-RS: Exploring Probabilistic Learning for Multi-Modal Remote Sensing Image Representations. WACV (Workshops) Nicolas Houdré, Diego Marcos, Dino Ienco, Laurent Wendling, Camille Kurtz, Sylvain Lobry
2025	J	`jnl`	RAMEN: Resolution-Adjustable Multimodal Encoder for Earth Observation. CoRR Nicolas Houdré, Diego Marcos, Hugo Riffaud de Turckheim, Dino Ienco, Laurent Wendling, Camille Kurtz, Sylvain Lobry
2025	J	`jnl`	Reuse Out-of-Year Data to Enhance Land Cover Mapping via Feature Disentanglement and Contrastive Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Cássio F. Dantas, Raffaelle Gaetano, Claudia Paris, Dino Ienco
2025	—	`conf`	Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation. ECML/PKDD (4) Roger Ferrod, Cássio F. Dantas, Luigi Di Caro, Dino Ienco
2025	J	`jnl`	Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation. CoRR Roger Ferrod, Cássio F. Dantas, Luigi Di Caro, Dino Ienco
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	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	A*	`conf`	Coarse-to-Fine Concept Bottleneck Models. NeurIPS Konstantinos P. Panousis, Dino Ienco, Diego Marcos
2024	C	`conf`	Country-Scale Mapping of Forest Parameters Using Deep Learning and Tandem-X Insar Data. IGARSS Daniel Carcereri, Paola Rizzoli, Luca Dell'Amore, José-Luis Bueso-Bello, Dino Ienco, Lorenzo Bruzzone
2024	J	`jnl`	DIAMANTE: A data-centric semantic segmentation approach to map tree dieback induced by bark beetle infestations via satellite images. J. Intell. Inf. Syst. Giuseppina Andresini, Annalisa Appice, Dino Ienco, Vito Recchia
2024	J	`jnl`	Determining Effective Temporal Windows for Rapeseed Detection Using Sentinel-1 Time Series and Machine Learning Algorithms. Remote. Sens. Saeideh Maleki, Nicolas N. Baghdadi, Sami Najem, Cássio Fraga Dantas, Hassan Bazzi, Dino Ienco
2024	A	`conf`	DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning. BMVC Dino Ienco, Cássio Fraga Dantas
2024	J	`jnl`	DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning. CoRR Dino Ienco, Cássio Fraga Dantas
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	J	`jnl`	Early Season Forecasting of Corn Yield at Field Level from Multi-Source Satellite Time Series Data. Remote. Sens. Johann Desloires, Dino Ienco, Antoine Botrel
2024	C	`conf`	Integrating Predictive Process Monitoring Techniques in Smart Agriculture. ISMIS Simona Fioretto, Dino Ienco, Roberto Interdonato, Elio Masciari
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`	Machine Learning-Based Summer Crops Mapping Using Sentinel-1 and Sentinel-2 Images. Remote. Sens. Saeideh Maleki, Nicolas N. Baghdadi, Hassan Bazzi, Cássio Fraga Dantas, Dino Ienco, Yasser Nasrallah, Sami Najem
2024	C	`conf`	Multi-Scale Classification of Sentinel-2 Images for Land Cover Mapping Using Two-Branch Convolutional Neural Network. IGARSS Azza Abidi, Dino Ienco, Ali Ben Abbes, Imed Riadh Farah
2024	J	`jnl`	Multi-source deep-learning approach for automatic geomorphological mapping: the case of glacial moraines. Geo spatial Inf. Sci. Isabelle Rocamora, Dino Ienco, Matthieu Ferry
2024	J	`jnl`	Orthrus: multi-scale land cover mapping from satellite image time series via 2D encoding and convolutional neural network. Neural Comput. Appl. Azza Abidi, Dino Ienco, Ali Ben Abbes, Imed Riadh Farah
2024	—	`conf`	PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers. ECCV (85) Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos
2024	J	`jnl`	PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers. CoRR Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos
2024	C	`conf`	Potential of Spectral-Spatial Analysis to Map Forest Tree Dieback Due to Bark Beetle Hotspots in Sentinel-2 Images. IGARSS Giuseppina Andresini, Annalisa Appice, Dino Ienco, Donato Malerba, Vito Recchia
2024	C	`conf`	Rapeseed Fields Mapping Using Sentinel-1 Time Series. IGARSS Nicolas N. Baghdadi, Saeideh Maleki, Cássio Fraga Dantas, Sami Najem, Hassan Bazzi, Dino Ienco, Mehrez Zribi
2024	J	`jnl`	Reuse out-of-year data to enhance land cover mapping via feature disentanglement and contrastive learning. CoRR Cássio Fraga Dantas, Raffaele Gaetano, Claudia Paris, Dino Ienco
2024	J	`jnl`	Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling. CoRR Cássio F. Dantas, Raffaele Gaetano, Dino Ienco
2024	—	`conf`	Semi-supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-labelling. ECML/PKDD (3) Cássio F. Dantas, Raffaele Gaetano, Dino Ienco
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
2024	—	`conf`	Towards a Multimodal Framework for Remote Sensing Image Change Retrieval and Captioning. DS (2) Roger Ferrod, Luigi Di Caro, Dino Ienco
2024	J	`jnl`	Towards a multimodal framework for remote sensing image change retrieval and captioning. CoRR Roger Ferrod, Luigi Di Caro, Dino Ienco
2023	J	`jnl`	A Deep Learning Framework for the Estimation of Forest Height From Bistatic TanDEM-X Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone
2023	J	`jnl`	A Deep Neural Network Framework for Multivariate Time Series Classification With Positive and Unlabeled Data. IEEE Access Dino Ienco
2023	J	`jnl`	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. Saeideh Maleki, Nicolas N. Baghdadi, Cássio Fraga Dantas, Sami Najem, Hassan Bazzi, Núria Pantaleoni Reluy, Dino Ienco, Mehrez Zribi
2023	J	`jnl`	Combining 2D encoding and convolutional neural network to enhance land cover mapping from Satellite Image Time Series. Eng. Appl. Artif. Intell. Azza Abidi, Dino Ienco, Ali Ben Abbes, Imed Riadh Farah
2023	J	`jnl`	Counterfactual Explanations for Land Cover Mapping in a Multi-class Setting. CoRR Cássio F. Dantas, Diego Marcos, Dino Ienco
2023	—	`conf`	Counterfactual Explanations for Remote Sensing Time Series Data: An Application to Land Cover Classification. ECML/PKDD (7) Cássio Fraga Dantas, Thalita F. Drumond, Diego Marcos, Dino Ienco
2023	J	`jnl`	Deep semi-supervised clustering for multi-variate time-series. Neurocomputing Dino Ienco, Roberto Interdonato
2023	J	`jnl`	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. Karun Reuel Dayal, Sylvie Durrieu, Kamel Lahssini, Dino Ienco, Jean-Matthieu Monnet
2023	—	`conf`	Fair Semi-supervised Representation Learning for Tabular Data Classification. SEBD Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito
2023	J	`jnl`	FairSwiRL: fair semi-supervised classification with representation learning. Mach. Learn. Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito
2023	J	`jnl`	Hierarchical Concept Discovery Models: A Concept Pyramid Scheme. CoRR Konstantinos P. Panousis, Dino Ienco, Diego Marcos
2023	B	`conf`	Hierarchical priors for Hyperspherical Prototypical Networks. ESANN Samuele Fonio, Lorenzo Paletto, Mattia Cerrato, Dino Ienco, Roberto Esposito
2023	—	`conf`	Masking Strategies for Background Bias Removal in Computer Vision Models. ICCV (Workshops) Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos
2023	J	`jnl`	Masking Strategies for Background Bias Removal in Computer Vision Models. CoRR Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos
2023	J	`jnl`	Multisensor Temporal Unsupervised Domain Adaptation for Land Cover Mapping With Spatial Pseudo-Labeling and Adversarial Learning. IEEE Trans. Geosci. Remote. Sens. Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah, Matthieu Le Goff, Florient Chouteau
2023	J	`jnl`	Out-of-year corn yield prediction at field-scale using Sentinel-2 satellite imagery and machine learning methods. Comput. Electron. Agric. Johann Desloires, Dino Ienco, Antoine Botrel
2023	A*	`conf`	PDiscoNet: Semantically consistent part discovery for fine-grained recognition. ICCV Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio Fraga Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
2023	J	`jnl`	PDiscoNet: Semantically consistent part discovery for fine-grained recognition. CoRR Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
2023	C	`conf`	Potential of Deep Learning for Forest Height Estimation from Tandem-X Bistatic Insar Data. IGARSS Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone
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	J	`jnl`	SENECA: Change detection in optical imagery using Siamese networks with Active-Transfer Learning. Expert Syst. Appl. Giuseppina Andresini, Annalisa Appice, Dino Ienco, Donato Malerba
2023	—	`conf`	Sparse Linear Concept Discovery Models. ICCV (Workshops) Konstantinos P. Panousis, Dino Ienco, Diego Marcos
2023	J	`jnl`	Sparse Linear Concept Discovery Models. CoRR Konstantinos P. Panousis, Dino Ienco, Diego Marcos
2023	J	`jnl`	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. Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah
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	C	`conf`	Combine Histogram Matching and Domain Adaptation to Cope with Temporal Transfer Learning for the Semantic Segmentation of VHR Images. IGARSS Dino Ienco, Kenji Ose
2022	J	`jnl`	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. Kamel Lahssini, Florian Teste, Karun Reuel Dayal, Sylvie Durrieu, Dino Ienco, Jean-Matthieu Monnet
2022	J	`jnl`	Dealing With Multipositive Unlabeled Learning Combining Metric Learning and Deep Clustering. IEEE Access Amedeo Racanati, Roberto Esposito, Dino Ienco
2022	B	`ed.`	Discovery Science - 25th International Conference, DS 2022, Montpellier, France, October 10-12, 2022, Proceedings DS Pascal Poncelet, Dino Ienco
2022	C	`conf`	Estimating Forest Heights and Wood Volume using a Deep Learning Approach from Gedi Waveform Data. IGARSS Ibrahim Fayad, Dino Ienco, Nicolas N. Baghdadi, Raffaele Gaetano, Clayton Alcarde Alvares, Jose-Luiz Stape, Henrique Ferraço Scolforo, Guerric le Maire
2022	C	`conf`	Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data. IGARSS Daniel Carcereri, Paola Rizzoli, Dino Ienco, José-Luis Bueso-Bello, Carolina González, Stefano Puliti, Lorenzo Bruzzone
2022	J	`jnl`	Positive Unlabelled Learning for Satellite Images'Time Series Analysis: An Application to Cereal and Forest Mapping. Remote. Sens. Johann Desloires, Dino Ienco, Antoine Botrel, Nicolas Ranc
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	C	`conf`	Unsupervised Domain Adaptation Methods for Land Cover Mapping with Optical Satellite Image Time Series. IGARSS Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah
2022	J	`jnl`	VERTIGo: A Visual Platform for Querying and Exploring Large Multilayer Networks. IEEE Trans. Vis. Comput. Graph. Erick Cuenca, Arnaud Sallaberry, Dino Ienco, Pascal Poncelet
2021	—	`conf`	A neural network strategy for supervised classification via the Learning Under Privileged Information paradigm. SEBD Ludovica Sacco, Dino Ienco, Roberto Interdonato
2021	—	`conf`	An Inductive Framework for Semi-supervised Learning (Discussion Paper). SEBD Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa
2021	C	`conf`	Assessment of Urban Land-Cover Classification: Comparison Between Pixel and Object Scales. IGARSS Alexia Cornic, Kenji Ose, Dino Ienco, Eric Barbe, Rémi Cresson
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`	Channel-Based Attention for LCC Using Sentinel-2 Time Series. CoRR Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco
2021	C	`conf`	Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. IGARSS Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco
2021	J	`jnl`	ESA Neurocomputing Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa
2021	—	`conf`	Evaluate Pseudo Labeling and CNN for Multi-variate Time Series Classification in Low-Data Regimes. ICANN (5) Dino Ienco, Davi Pereira dos Santos, André C. P. L. F. de Carvalho
2021	—	`conf`	Machine and Deep Learning for Earth Observation: Advanced Approaches and Practical Use Cases. SEBD Dino Ienco, Roberto Interdonato
2021	J	`jnl`	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. Yawogan Jean Eudes Gbodjo, Olivier Montet, Dino Ienco, Raffaele Gaetano, Stéphane Dupuy
2021	—	`conf`	On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization. SSP Saloua Chlaily, Dino Ienco, Christian Jutten, Andrea Marinoni
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`	Deep convolutional neural networks to monitor coralligenous reefs: Operationalizing biodiversity and ecological assessment. Ecol. Informatics Guilhem Marre, Cedric De Almeida Braga, Dino Ienco, Sandra Luque, Florian Holon, Julie Deter
2020	J	`jnl`	Distilling Before Refine: Spatio-Temporal Transfer Learning for Mapping Irrigated Areas Using Sentinel-1 Time Series. IEEE Geosci. Remote. Sens. Lett. Hassan Bazzi, Dino Ienco, Nicolas N. Baghdadi, Mehrez Zribi, Valérie Demarez
2020	J	`jnl`	Enhancing Graph-Based Semisupervised Learning via Knowledge-Aware Data Embedding. IEEE Trans. Neural Networks Learn. Syst. Dino Ienco, Ruggero G. Pensa
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	C	`conf`	Irrigation Mapping Using Sentinel-1 Time Series. IGARSS Hassan Bazzi, Nicolas N. Baghdadi, Dino Ienco, Mehrez Zribi, Hatem Belhouchette
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	—	`conf`	Supervised Level-Wise Pretraining for Sequential Data Classification. ICONIP (5) Dino Ienco, Roberto Interdonato, Raffaele Gaetano
2020	J	`jnl`	Toward Spatio-Spectral Analysis of Sentinel-2 Time Series Data for Land Cover Mapping. IEEE Geosci. Remote. Sens. Lett. Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux
2020	J	`jnl`	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. Ekaterina Kalinicheva, Dino Ienco, Jérémie Sublime, Maria Trocan
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	—	`conf`	Améliorer la classification semi-supervisée à base de graphes. EGC Dino Ienco, Ruggero G. Pensa
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	B	`conf`	Deep Triplet-Driven Semi-supervised Embedding Clustering. DS Dino Ienco, Ruggero G. Pensa
2019	J	`jnl`	Detection of spatio-temporal evolutions on multi-annual satellite image time series: A clustering based approach. Int. J. Appl. Earth Obs. Geoinformation Lynda Khiali, Mamoudou Ndiath, Samuel Alleaume, Dino Ienco, Kenji Ose, Maguelonne Teisseire
2019	J	`jnl`	Mapping Irrigated Areas Using Sentinel-1 Time Series in Catalonia, Spain. Remote. Sens. Hassan Bazzi, Nicolas N. Baghdadi, Dino Ienco, Mohammad El-Hajj, Mehrez Zribi, Hatem Belhouchette, Maria José Escorihuela, Valérie Demarez
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	C	`conf`	Optical image gap filling using deep convolutional autoencoder from optical and radar images. IGARSS Rémi Cresson, Dino Ienco, Raffaele Gaetano, Kenji Ose, Dinh Ho Tong Minh
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`	Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification. CoRR Dino Ienco, Roberto Interdonato, Raffaele Gaetano
2019	—	`conf`	Towards combining Satellite Imagery and VGI for Urban LULC classification. JURSE Dino Ienco, Kenji Ose, Christiane Weber
2018	J	`jnl`	A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS Imagery. Remote. Sens. Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson
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`	Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1. IEEE Geosci. Remote. Sens. Lett. Dinh Ho Tong Minh, Dino Ienco, Raffaele Gaetano, Nathalie Lalande, Emile Ndikumana, Faycal Osman, Pierre Maurel
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`	Fuzzy extensions of the DBScan clustering algorithm. Soft Comput. Dino Ienco, Gloria Bordogna
2018	J	`jnl`	M IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
2018	J	`jnl`	M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. CoRR Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
2018	J	`jnl`	MRFusion: A Deep Learning architecture to fuse PAN and MS imagery for land cover mapping. CoRR Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson
2018	J	`jnl`	Mining frequent subgraphs in multigraphs. Inf. Sci. Vijay Ingalalli, Dino Ienco, Pascal Poncelet
2018	J	`jnl`	Object-oriented satellite image time series analysis using a graph-based representation. Ecol. Informatics Lynda Khiali, Dino Ienco, Maguelonne Teisseire
2018	B	`conf`	Semi-Supervised Clustering With Multiresolution Autoencoders. IJCNN Dino Ienco, Ruggero G. Pensa
2018	B	`conf`	Visual querying of large multilayer graphs. SSDBM Erick Cuenca, Arnaud Sallaberry, Dino Ienco, Pascal Poncelet
2017	J	`jnl`	A Semisupervised Approach to the Detection and Characterization of Outliers in Categorical Data. IEEE Trans. Neural Networks Learn. Syst. Dino Ienco, Ruggero G. Pensa, Rosa Meo
2017	—	`conf`	Analyse des dynamiques spatio-temporelles à partir de séries temporelles d'images satellitaires. EGC Lynda Khiali, Dino Ienco, Maguelonne Teisseire
2017	J	`jnl`	Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1. CoRR Dinh Ho Tong Minh, Dino Ienco, Raffaele Gaetano, Nathalie Lalande, Emile Ndikumana, Faycal Osman, Pierre Maurel
2017	—	`conf`	How to deal with multi-source data for tree detection based on deep learning. GlobalSIP Lionel Pibre, Marc Chaumont, Gérard Subsol, Dino Ienco, Mustapha Derras
2017	J	`jnl`	Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks. CoRR Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel
2017	J	`jnl`	Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks. IEEE Geosci. Remote. Sens. Lett. Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel
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	—	`ed.`	Proceedings of the ECML/PKDD Discovery Challenges co-located with European Conference on Machine Learning - Principle and Practice of Knowledge Discovery in Database (ECML PKDD 2017), Skopje, Macedonia, September 18, 2017. DC@PKDD/ECML Roberto Corizzo, Dino Ienco
2016	—	`conf`	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 Lionel Pibre, Jérôme Pasquet, Dino Ienco, Marc Chaumont
2016	J	`jnl`	ECIR 2016 Workshop on Modeling, Learning and Mining for Cross/Multilinguality (MultiLingMine '16). SIGIR Forum Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
2016	J	`jnl`	Leveraging efficient indexing schema to support multigraph query answering. Ingénierie des Systèmes d Inf. Vijay Ingalalli, Dino Ienco, Pascal Poncelet
2016	B	`conf`	Local community detection in multilayer networks. ASONAM Roberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet
2016	A	`conf`	MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality. ECIR Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
2016	B	`conf`	Multilayer graph edge bundling. PacificVis Romain Bourqui, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet
2016	J	`jnl`	Positive and unlabeled learning in categorical data. Neurocomputing Dino Ienco, Ruggero G. Pensa
2016	—	`ed.`	Proceedings of the First Workshop on Modeling, Learning and Mining for Cross/Multilinguality (MultiLingMine 2016) co-located with the 38th European Conference on Information Retrieval (ECIR 2016), Padova, Italy, March 20, 2016. MultiLingMine@ECIR Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
2016	B	`conf`	Querying RDF Data Using A Multigraph-based Approach. EDBT Vijay Ingalalli, Dino Ienco, Pascal Poncelet, Serena Villata
2016	—	`conf`	RetweetPatterns: Detection of Spatio-Temporal Patterns of Retweets. WorldCIST (1) Tomy Rodrigues, Tiago Daniel Sá Cunha, Dino Ienco, Pascal Poncelet, Carlos Soares
2016	—	`conf`	SuMGra: Querying Multigraphs via Efficient Indexing. DEXA (1) Vijay Ingalalli, Dino Ienco, Pascal Poncelet
2016	J	`jnl`	User-driven geo-temporal density-based exploration of periodic and not periodic events reported in social networks. Inf. Sci. Paolo Arcaini, Gloria Bordogna, Dino Ienco, Simone Sterlacchini
2015	J	`jnl`	A quality-aware spatial data warehouse for querying hydroecological data. Comput. Geosci. Lilia Berrahou, Nathalie Lalande, Eva Serrano, Guihem Molla, Laure Berti-Équille, Sandro Bimonte, Sandra Bringay, Flavie Cernesson, Corinne Grac, Dino Ienco, Florence Le Ber, Maguelonne Teisseire
2015	J	`jnl`	Deep Learning for steganalysis is better than a Rich Model with an Ensemble Classifier, and is natively robust to the cover source-mismatch. CoRR Lionel Pibre, Jérôme Pasquet, Dino Ienco, Marc Chaumont
2015	A	`conf`	Knowledge-Based Representation for Transductive Multilingual Document Classification. ECIR Salvatore Romeo, Dino Ienco, Andrea Tagarelli
2015	C	`conf`	Layer-Centered Approach for Multigraphs Visualization. IV Denis Redondo, Arnaud Sallaberry, Dino Ienco, Faraz Zaidi, Pascal Poncelet
2015	A	`conf`	Mining Multi-Relational Gradual Patterns. SDM NhatHai Phan, Dino Ienco, Donato Malerba, Pascal Poncelet, Maguelonne Teisseire
2015	—	`conf`	Multilingual Document Classification via Transductive Learning. IIR Salvatore Romeo, Dino Ienco, Andrea Tagarelli
2015	J	`jnl`	Spatio-temporal data classification through multidimensional sequential patterns: Application to crop mapping in complex landscape. Eng. Appl. Artif. Intell. Yoann Pitarch, Dino Ienco, Elodie Vintrou, Agnès Bégué, Anne Laurent, Pascal Poncelet, Michel Sala, Maguelonne Teisseire
2015	—	`conf`	Towards Linked Data Extraction From Tweets. EGC Manel Achichi, Zohra Bellahsene, Dino Ienco, Konstantin Todorov
2015	—	`conf`	Twitter Event Detection and Modeling with TEWS. ISWC (Posters & Demos) Mykael Vigo, Zohra Bellahsene, Dino Ienco, Konstantin Todorov
2014	J	`jnl`	A contribution to the discovery of multidimensional patterns in healthcare trajectories. J. Intell. Inf. Syst. Elias Egho, Nicolas Jay, Chedy Raïssi, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire, Amedeo Napoli
2014	Misc	`conf`	Change detection in categorical evolving data streams. SAC Dino Ienco, Albert Bifet, Bernhard Pfahringer, Pascal Poncelet
2014	C	`conf`	Clustering View-Segmented Documents via Tensor Modeling. ISMIS Salvatore Romeo, Andrea Tagarelli, Dino Ienco
2014	—	`conf`	Contextual Itemset Mining in DBpedia. LD4KD Julien Rabatel, Madalina Croitoru, Dino Ienco, Pascal Poncelet
2014	—	`conf`	Détection de changements dans des flots de données qualitatives. EGC Dino Ienco, Albert Bifet, Bernhard Pfahringer, Pascal Poncelet
2014	C	`conf`	Exploring high repetitivity remote sensing time series for mapping and monitoring natural habitats - A new approach combining OBIA and k-partite graphs. IGARSS Fabio Guttler, Samuel Alleaume, Christina Corbane, Dino Ienco, Jordi Nin, Pascal Poncelet, Maguelonne Teisseire
2014	—	`conf`	Fuzzy Core DBScan Clustering Algorithm. IPMU (3) Gloria Bordogna, Dino Ienco
2014	J	`jnl`	Hierarchical co-clustering: off-line and incremental approaches. Data Min. Knowl. Discov. Ruggero G. Pensa, Dino Ienco, Rosa Meo
2014	—	`conf`	High density-focused uncertainty sampling for active learning over evolving stream data. BigMine Dino Ienco, Indre Zliobaite, Bernhard Pfahringer
2014	C	`conf`	Monitoring the phenology of mediterranean natural habitats with multispectral sensors - An analysis based on multiseasonal field spectra. IGARSS Christina Corbane, Fabio Guttler, Samuel Alleaume, Dino Ienco, Maguelonne Teisseire
2014	A*	`conf`	Semantic-Based Multilingual Document Clustering via Tensor Modeling. EMNLP Salvatore Romeo, Andrea Tagarelli, Dino Ienco
2014	—	`conf`	Towards the Use of Sequential Patterns for Detection and Characterization of Natural and Agricultural Areas. IPMU (1) Fabio Guttler, Dino Ienco, Maguelonne Teisseire, Jordi Nin, Pascal Poncelet
2013	B	`conf`	Clustering Based Active Learning for Evolving Data Streams. Discovery Science Dino Ienco, Albert Bifet, Indre Zliobaite, Bernhard Pfahringer
2013	J	`jnl`	Data Mining, A Promising Tool for Large-Area Cropland Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Elodie Vintrou, Dino Ienco, Agnès Bégué, Maguelonne Teisseire
2013	C	`conf`	Do more views of a graph help? Community detection and clustering in multi-graphs. FUSION Evangelos E. Papalexakis, Leman Akoglu, Dino Ienco
2013	B	`conf`	Knowledge-Free Table Summarization. DaWaK Dino Ienco, Yoann Pitarch, Pascal Poncelet, Maguelonne Teisseire
2013	J	`jnl`	Meme ranking to maximize posts virality in microblogging platforms. J. Intell. Inf. Syst. Francesco Bonchi, Carlos Castillo, Dino Ienco
2013	—	`conf`	Mining Representative Movement Patterns through Compression. PAKDD (1) Phan Nhat Hai, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire
2013	J	`jnl`	Parameter-less co-clustering for star-structured heterogeneous data. Data Min. Knowl. Discov. Dino Ienco, Céline Robardet, Ruggero G. Pensa, Rosa Meo
2012	—	`conf`	An Unsupervised Framework for Topological Relations Extraction from Geographic Documents. DEXA (2) Corrado Loglisci, Dino Ienco, Mathieu Roche, Maguelonne Teisseire, Donato Malerba
2012	—	`conf`	Extracting Trajectories through an Efficient and Unifying Spatio-temporal Pattern Mining System. ECML/PKDD (2) Phan Nhat Hai, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire
2012	—	`conf`	French presidential elections: what are the most efficient measures for tweets? PLEAD@CIKM Flavien Bouillot, Pascal Poncelet, Mathieu Roche, Dino Ienco, Elnaz Bigdeli, Stan Matwin
2012	J	`jnl`	From Context to Distance: Learning Dissimilarity for Categorical Data Clustering. ACM Trans. Knowl. Discov. Data Dino Ienco, Ruggero G. Pensa, Rosa Meo
2012	—	`conf`	Healthcare Trajectory Mining by Combining Multidimensional Component and Itemsets. NFMCP Elias Egho, Chedy Raïssi, Dino Ienco, Nicolas Jay, Amedeo Napoli, Pascal Poncelet, Catherine Quantin, Maguelonne Teisseire
2012	—	`conf`	How to Extract Relevant Knowledge from Tweets? ISIP Flavien Bouillot, Phan Nhat Hai, Nicolas Béchet, Sandra Bringay, Dino Ienco, Stan Matwin, Pascal Poncelet, Mathieu Roche, Maguelonne Teisseire
2012	J	`jnl`	LODE: A distance-based classifier built on ensembles of positive and negative observations. Pattern Recognit. Rosa Meo, Dipankar Bachar, Dino Ienco
2012	C	`conf`	Mining Fuzzy Moving Object Clusters. ADMA Phan Nhat Hai, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire
2012	—	`conf`	Mining time relaxed gradual moving object clusters. SIGSPATIAL/GIS Phan Nhat Hai, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire
2012	—	`conf`	Toward Geographic Information Harvesting: Extraction of Spatial Relational Facts from Web Documents. ICDM Workshops Corrado Loglisci, Dino Ienco, Mathieu Roche, Maguelonne Teisseire, Donato Malerba
2012	Misc	`conf`	Towards an automatic construction of Contextual Attribute-Value Taxonomies. SAC Dino Ienco, Yoann Pitarch, Pascal Poncelet, Maguelonne Teisseire
2012	—	`conf`	Vers une méthode automatique de construction de hiérarchies contextuelles. EGC Dino Ienco, Yoann Pitarch, Pascal Poncelet, Maguelonne Teisseire
2011	J	`jnl`	A Modular Database Architecture Enabled to Comparative Sequence Analysis. Trans. Large Scale Data Knowl. Centered Syst. Paola Bonfante, Francesca Cordero, Stefano Ghignone, Dino Ienco, Luisa Lanfranco, Giorgio Leonardi, Rosa Meo, Stefania Montani, Luca Roversi, Alessia Visconti
2011	—	`conf`	Annotated Stochastic Context Free Grammars for Analysis and Synthesis of Proteins. EvoBio Eva Sciacca, Salvatore Spinella, Dino Ienco, Paola Giannini
2011	A	`conf`	Neural symbolic architecture for normative agents. AAMAS Guido Boella, Silvano Colombo Tosatto, Artur S. d'Avila Garcez, Valerio Genovese, Dino Ienco, Leendert W. N. van der Torre
2010	—	`conf`	The Meme Ranking Problem: Maximizing Microblogging Virality. ICDM Workshops Dino Ienco, Francesco Bonchi, Carlos Castillo
2009	B	`conf`	Context-Based Distance Learning for Categorical Data Clustering. IDA Dino Ienco, Ruggero G. Pensa, Rosa Meo
2009	—	`conf`	Distance based Clustering for Categorical Data. SEBD Dino Ienco, Rosa Meo
2009	—	`conf`	Ontology-Driven Co-clustering of Gene Expression Data. AI*IA Francesca Cordero, Ruggero G. Pensa, Alessia Visconti, Dino Ienco, Marco Botta
2009	—	`conf`	Parameter-Free Hierarchical Co-clustering by n-Ary Splits. ECML/PKDD (1) Dino Ienco, Ruggero G. Pensa, Rosa Meo
2008	B	`conf`	Automatic extraction of subcategorization frames for Italian. LREC Dino Ienco, Serena Villata, Cristina Bosco
2008	—	`conf`	Clustering the Feature Space. SEBD Dino Ienco, Rosa Meo
2008	A	`conf`	Exploration and Reduction of the Feature Space by Hierarchical Clustering. SDM Dino Ienco, Rosa Meo
2008	B	`conf`	Towards the Automatic Construction of Conceptual Taxonomies. DaWaK Dino Ienco, Rosa Meo
2008	—	`conf`	Using PageRank in Feature Selection. SEBD Dino Ienco, Rosa Meo, Marco Botta