Giuseppe Serra

Multim. Tools Appl., October, 2023

Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19.

[BibT_eX]

[DOI]

Kevin Roitero

Michael Soprano

Beatrice Portelli

Massimiliano De Luise

Pers. Ubiquitous Comput., 2023

Extensive evaluation of transformer-based architectures for adverse drug events extraction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

UniUD Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2023.

[BibT_eX]

[DOI]

CoRR, 2023

Detection of Wastewater Pollution Through Natural Language Generation With a Low-Cost Sensing Platform.

[BibT_eX]

[DOI]

IEEE Access, 2023

Improving Multi-lingual Medical Term Normalization to Address the Long-Tail Problem.

[BibT_eX]

[DOI]

Beatrice Portelli

Simone Scaboro

Proceedings of the 37th Pacific Asia Conference on Language, 2023

Metaverse Retrieval: Finding the Best Metaverse Environment via Language.

[BibT_eX]

[DOI]

Ali Abdari

Proceedings of the 1st International Workshop on Deep Multimodal Learning for Information Retrieval, 2023

Filling the Lacunae in ancient Latin inscriptions.

[BibT_eX]

[DOI]

Proceedings of the 19th The Conference on Information and Research science Connecting to Digital and Library science, 2023

FArMARe: a Furniture-Aware Multi-task methodology for Recommending Apartments based on the user interests.

[BibT_eX]

[DOI]

Ali Abdari

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Usage of Language Model for the Filling of Lacunae in Ancient Latin Inscriptions: A Case Study (full paper).

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

Increasing Adverse Drug Events extraction robustness on social media: case study on negation and speculation.

[BibT_eX]

[DOI]

CoRR, 2022

UniUD-FBK-UB-UniBZ Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2022.

[BibT_eX]

[DOI]

CoRR, 2022

Neural Turing Machines for the Remaining Useful Life estimation problem.

[BibT_eX]

[DOI]

Comput. Ind., 2022

A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Relevance-based Margin for Contrastively-trained Video Retrieval Models.

[BibT_eX]

[DOI]

Swathikiran Sudhakaran

Sergio Escalera

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Negation Detection for Robust Adverse Drug Event Extraction From Social Media Texts.

[BibT_eX]

[DOI]

Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

Learning Video Retrieval Models with Relevance-Aware Online Mining.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Generalizing over Long Tail Concepts for Medical Term Normalization.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

AILAB-Udine@SMM4H'22: Limits of Transformers and BERT Ensembles.

[BibT_eX]

[DOI]

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

Detection of Adverse Drug Events from Social Media Texts - Research Project Overview.

[BibT_eX]

[DOI]

Simone Scaboro

Beatrice Portelli

Proceedings of the 1st AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2022) co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), 2022

Estimating the Remaining Useful Life via Neural Sequence Models: a Comparative Study (short paper).

[BibT_eX]

[DOI]

Proceedings of the 2nd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2022) co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

2021

Information and Research Science connecting to Digital and Library Science: Report on the 17th Italian Research Conference on Digital Libraries, IRCDL2021.

[BibT_eX]

[DOI]

SIGMOD Rec., 2021

Improving Adverse Drug Event Extraction with SpanBERT on Different Text Typologies.

[BibT_eX]

[DOI]

CoRR, 2021

Efficient Keyphrase Generation with GANs.

[BibT_eX]

[DOI]

Proceedings of the 17th Italian Research Conference on Digital Libraries, 2021

BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations.

[BibT_eX]

[DOI]

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

2020

Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Generalized Born radii computation using linear models and neural networks.

[BibT_eX]

[DOI]

Bioinform., 2020

Text-to-Image Synthesis Based on Machine Generated Captions.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

A Neural Turing Machine-based approach to Remaining Useful Life Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2020

Keyphrase Generation with GANs in Low-Resources Scenarios.

[BibT_eX]

[DOI]

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages co-located with 42nd European Conference on Information Retrieval, 2020

Data Augmentation Techniques for the Video Question Answering Task.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively?

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Keyphrase Extraction via an Attentive Model.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: Supporting Open Science, 2019

Video-Based Convolutional Attention for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018

Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2018

Predicting Human Eye Fixations via an LSTM-Based Saliency Attentive Model.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Reproduce. Generalize. Extend. On Information Retrieval Evaluation without Relevance Judgments.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2018

The Distiller Framework: Current State and Future Challenges.

[BibT_eX]

[DOI]

Marco Basaldella

Carlo Tasso

Proceedings of the Digital Libraries and Multimedia Archives, 2018

Bidirectional LSTM Recurrent Neural Network for Keyphrase Extraction.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Multimedia Archives, 2018

SAM: Pushing the Limits of Saliency Prediction Models.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Predicting the Usefulness of Amazon Reviews Using Off-The-Shelf Argumentation Mining.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Argument Mining, 2018

Applying Deep Learning for Arabic Keyphrase Extraction.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference On Arabic Computational Linguistics, 2018

2017

Personalized Egocentric Video Summarization of Cultural Tour on User Preferences Input.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Guest Editorial Special Issue on Wearable and Ego-Vision Systems for Augmented Experience.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2017

Video registration in egocentric vision under day and night illumination changes.

[BibT_eX]

[DOI]

Stefano Alletto

Comput. Vis. Image Underst., 2017

Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages.

[BibT_eX]

[DOI]

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Economic Evaluation of Recommender Systems: A Proposal.

[BibT_eX]

[DOI]

Kevin Roitero

Stefano Mizzaro

Proceedings of the 8th Italian Information Retrieval Workshop, 2017

Visual saliency for image captioning in new multimedia services.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

2016

Exploring Architectural Details Through a Wearable Egocentric Vision Device.

[BibT_eX]

[DOI]

Sensors, 2016

Layout analysis and content enrichment of digitized books.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

Guest Editorial: Multimedia for Cultural Heritage.

[BibT_eX]

[DOI]

Costantino Grana

Multim. Tools Appl., 2016

An Indoor Location-Aware System for an IoT-Based Smart Museum.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2016

A Location-Aware Architecture for an IoT-Based Smart Museum.

[BibT_eX]

[DOI]

Int. J. Electron. Gov. Res., 2016

Motion Segmentation using Visual and Bio-mechanical Features.

[BibT_eX]

[DOI]

Stefano Alletto

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A deep multi-level network for saliency prediction.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Multi-level Net: A Visual Saliency Prediction Model.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Body Part Based Re-Identification from an Egocentric Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Optimizing Image Registration for Interactive Applications.

[BibT_eX]

[DOI]

Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2016

2015

Understanding social relationships in egocentric vision.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

GOLD: Gaussians of Local Descriptors for image representation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

A data-driven approach for tag refinement and localization in web videos.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Innovative IoT-aware Services for a Smart Museum.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Egocentric Video Summarization of Cultural Tour based on User Preferences.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Personalized Egocentric Video Summarization for Cultural Experience.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Wearable vision for retrieving architectural details in augmented tourist experiences.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Intelligent Technologies for Interactive Entertainment, 2015

Egocentric Video Personalization in Cultural Experiences Scenarios.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Egocentric Object Tracking: An Odometry-Based Solution.

[BibT_eX]

[DOI]

Stefano Alletto

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

Local Pyramidal Descriptors for Image Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Covariance of Covariance Features for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2014

Head Pose Estimation in First-Person Camera Views.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Truncated isotropic principal component classifier for image classification.

[BibT_eX]

[DOI]

Alessandro Rozza

Costantino Grana

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Gesture Recognition in Ego-centric Videos Using Dense Trajectories and Hand Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

From Ego to Nos-Vision: Detecting Social Relationships in First-Person Views.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Recognizing Human Actions by Using Effective Codebooks and Tracking.

[BibT_eX]

[DOI]

Lamberto Ballan

Lorenzo Seidenari

Proceedings of the Advanced Topics in Computer Vision, 2013

Context-Dependent Logo Matching and Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Copy-move forgery detection and localization by means of robust clustering with J-Linkage.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2013

Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Modeling local descriptors with multivariate gaussians for object and scene recognition.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Hand segmentation for gesture recognition in EGO-vision.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM international workshop on Interactive multimedia on mobile & portable devices, 2013

Demo paper: Stamat: A framework for Social Topics and Media Analysis.

[BibT_eX]

[DOI]

Carlo Alberto Licciardi

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Image Classification with Multivariate Gaussian Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

Effective Codebooks for Human Action Representation and Classification in Unconstrained Videos.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

On the effectiveness of local warping against SIFT-based copy-move detection.

[BibT_eX]

[DOI]

Proceedings of the 5th International Symposium on Communications, 2012

Combining generative and discriminative models for classifying social images from 101 object categories.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

A SIFT-Based Forensic Method for Copy-Move Attack Detection and Transformation Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2011

Event detection and recognition for semantic annotation of video.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2011

Enriching and localizing semantic tags in internet videos.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Space-Time Zernike Moments and Pyramid Kernel Descriptors for Action Classification.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

2010

Semantic annotation of soccer videos by visual instance clustering and spatial/temporal reasoning in ontologies.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2010

Video event classification using string kernels.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2010

Video Annotation and Retrieval Using Ontologies and Rule Learning.

[BibT_eX]

[DOI]

IEEE Multim., 2010

Web-based semantic browsing of video collections using multimedia ontologies.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Sirio, orione and pan: an integrated web system for ontology-based video search and annotation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Tag suggestion and localization in user-generated videos based on social knowledge.

[BibT_eX]

[DOI]

Proceedings of second ACM SIGMM workshop on Social media, 2010

Geometric tampering estimation by means of a SIFT-based forensic analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Dynamic Pictorially Enriched Ontologies for Digital Video Libraries.

[BibT_eX]

[DOI]

IEEE Multim., 2009

Sirio: an ontology-based web search engine for videos.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Arneb: a rich internet application for ground truth annotation of videos.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Deep networks for audio event classification in soccer videos.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Recognizing human actions by fusing spatio-temporal appearance and motion descriptors.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Video Event Classification Using Bag of Words and String Kernels.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2009

Effective Codebooks for human action categorization.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Action Categorization in Soccer Videos Using String Kernels.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008

Learning Rules for Semantic Video Event Annotation.

[BibT_eX]

[DOI]

Marco Bertini

Alberto Del Bimbo

Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008

Learning ontology rules for semantic video annotation.

[BibT_eX]

[DOI]

Marco Bertini

Alberto Del Bimbo

Proceedings of the 2nd ACM Workshop on Multimedia Semantics, 2008

Video Event Annotation using Ontologies with Temporal Reasoning.

[BibT_eX]

Marco Bertini

Alberto Del Bimbo