João Magalhães

Orcid: 0000-0001-6290-5719

According to our database1, João Magalhães authored at least 137 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Large Language Models for Captioning and Retrieving Remote Sensing Images.
CoRR, 2024

GlórIA: A Generative and Open Large Language Model for Portuguese.
Proceedings of the 16th International Conference on Computational Processing of Portuguese, 2024

Plan-Grounded Large Language Models for Dual Goal Conversational Settings.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
Contrastive training of a multimodal encoder for medical visual question answering.
Intell. Syst. Appl., May, 2023

TWIZ: The Wizard of Multimodal Conversational-Stimulus.
CoRR, 2023

Transferring Visual Attributes from Natural Language to Verified Image Generation.
CoRR, 2023

Learning to Ask Questions for Zero-shot Dialogue State Tracking.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Rating Prediction in Conversational Task Assistants with Behavioral and Conversational-Flow Features.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

The Wizard of Curiosities: Enriching Dialogues with Fun Facts.
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

Grounded Complex Task Segmentation for Conversational Assistants.
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

EMPC-SA: Error Correction Scheme using Modified Product Code for Space Applications.
Proceedings of the XIII Brazilian Symposium on Computing Systems Engineering, 2023

Handling Uncertainty in the Development of Conversational Assistants with RELAXed User Stories.
Proceedings of the 31st IEEE International Requirements Engineering Conference, 2023

Beyond Browser Online Shopping: Experience Attitude Towards Online 3D Shopping with Conversational Agents.
Proceedings of the Human-Computer Interaction - INTERACT 2023 - 19th IFIP TC13 International Conference, York, UK, August 28, 2023

Conversational Search with Random Walks over Entity Graphs.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

Improving the Traceability of Wood-based Sheet Leftovers using Computer Vision.
Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

Learning Semantic-Visual Embeddings with a Priority Queue.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Task Conditioned BERT for Joint Intent Detection and Slot-Filling.
Proceedings of the Progress in Artificial Intelligence, 2023

2022
Open-domain conversational search assistants: the Transformer is all you need.
Inf. Retr. J., 2022

Polite Task-oriented Dialog Agents: To Generate or to Rewrite?
Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022

A Conversational Shopping Assistant for Online Virtual Stores.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

TWIZ: The Multimodal Conversational Task Wizard.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Temporal Convolutional Networks for Robust Face Liveness Detection.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Remote sensing visual question answering with a self-attention multi-modal encoder.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2022

Improving Face Liveness Detection Robustness with Deep Convolutional Generative Adversarial Networks.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Guest editorial: special issue on ECIR 2020.
Inf. Retr. J., 2021

DNS Firewall Based on Machine Learning.
Future Internet, 2021

Knowledge-driven Answer Generation for Conversational Search.
CoRR, 2021

BERT Embeddings Can Track Context in Conversational Search.
CoRR, 2021

iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace.
Proceedings of the MuCAI'21: Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI, 2021

Assisting News Media Editors with Cohesive Visual Storylines.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

The Next Generation Multimodal Conversational Search and Recommendation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Contact-free Airport Borders with Biometrics-on-the-Move.
Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

Improving Neural Models for the Retrieval of Relevant Passages to Geographical Queries.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Open-Domain Conversational Search Assistant with Transformers.
Proceedings of the Advances in Information Retrieval, 2021

2020
The BioVisualSpeech Corpus of Words with Sibilants for Speech Therapy Games Development.
Inf., 2020

Sibilant consonants classification comparison with multi- and single-class neural networks.
Expert Syst. J. Knowl. Eng., 2020

NOVA at TREC 2020 Conversational Assistance Track.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

The BioVisualSpeech European Portuguese Sibilants Corpus.
Proceedings of the Computational Processing of the Portuguese Language, 2020

Adaptive Temporal Triplet-loss for Cross-modal Embedding Learning.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

MuCAI'20: 1st International Workshop on Multimodal Conversational AI.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Detection of Voicing and Place of Articulation of Fricatives with Deep Learning in a Virtual Speech and Language Therapy Tutor.
Proceedings of the Interspeech 2020, 2020

2019
Modeling Temporal Evidence from External Collections.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Proximity-Based Entity Ranking.
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

Diachronic Cross-modal Embeddings.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Cross-Modal Subspace Learning with Scheduled Adaptive Margin Constraints.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Towards Cloud Distributed Image Indexing by Sparse Hashing.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

A Benchmark of Visual Storytelling in Social Media.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Sustained Vowel Game: A Computer Therapy Game for Children with Dysphonia.
Proceedings of the Interspeech 2019, 2019

A Dynamic Difficulty Adjustment Model for Dysphonia Therapy Games.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Sibilant Consonants Classification with Deep Neural Networks.
Proceedings of the Progress in Artificial Intelligence, 2019

Dynamic-Keyword Extraction from Social Media.
Proceedings of the Advances in Information Retrieval, 2019

2018
Balancing search space partitions by sparse coding for distributed redundant media indexing and retrieval.
Int. J. Multim. Inf. Retr., 2018

Analysis of Subtopic Discovery Algorithms for Real-time Information Summarization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Graph-based social media story linking.
Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

TRECVID 2018: Benchmarking Video Activity Detection, Video Captioning and Matching, Video Storytelling Linking and Video Search.
Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Improving Ad Hoc Retrieval With Bag Of Entities.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Learning to rank clinical trials with rule-based criteria.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Temporal Cross-Media Retrieval with Soft-Smoothing.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Ranking News-Quality Multimedia.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

A Vertical PRF Architecture for Microblog Search.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Inferring User Gender from User Generated Visual Content on a Deep Semantic Space.
Proceedings of the 26th European Signal Processing Conference, 2018

Patient-Age Extraction for Clinical Reports Retrieval.
Proceedings of the Advances in Information Retrieval, 2018

A Model for Sibilant Distortion Detection in Children.
Proceedings of the 2018 International Conference on Digital Medicine and Image Processing, 2018

Low-Complexity Supervised Rank Fusion Models.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Large-scale high-dimensional indexing by sparse hashing with l 0 approximation.
Multim. Tools Appl., 2017

Visual-feedback in an interactive environment for speech-language therapy.
Proceedings of the WOCCI 2017: 6th International Workshop on Child Computer Interaction, 2017

NOVASearch at TREC 2017 Real-Time Summarization Track.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Automatic organisation, segmentation, and filtering of user-generated audio content.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Balanced Search Space Partitioning for Distributed Media Redundant Indexing.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

3D Facial Video Retrieval and Management for Decision Support in Speech and Language Therapy.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Improving Cold-Start Recommendations with Social-Media Trends and Reputations.
Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

Automatic organisation and quality analysis of user-generated content with audio fingerprinting.
Proceedings of the 25th European Signal Processing Conference, 2017

Live Collaborative Social-Media Video Timelines.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

Computer Coding at School and Game Creation.
Proceedings of the Interactivity, Game Creation, Design, Learning, and Innovation, 2017

A Serious Mobile Game with Visual Feedback for Training Sibilant Consonants.
Proceedings of the Advances in Computer Entertainment Technology, 2017

2016
Crowdsourcing facial expressions for affective-interaction.
Comput. Vis. Image Underst., 2016

Barbara Made the News: Mining the Behavior of Crowds for Time-Aware Learning to Rank.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Robust phoneme recognition for a speech therapy environment.
Proceedings of the 2016 IEEE International Conference on Serious Games and Applications for Health, 2016

Robust scoring of voice exercises in computer-based speech therapy systems.
Proceedings of the 24th European Signal Processing Conference, 2016

Jitter Search: A News-Based Real-Time Twitter Search Interface.
Proceedings of the Advances in Information Retrieval, 2016

NovaSearch at ImageCLEFmed 2016 Subfigure Classification Task.
Proceedings of the Working Notes of CLEF 2016, 2016

Linguistic Benchmarks of Online News Article Quality.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A voice-controlled serious game for the sustained vowel exercise.
Proceedings of the 13th International Conference on Advances in Computer Entertainment Technology, 2016

2015
Multimodal medical information retrieval with unsupervised rank fusion.
Comput. Medical Imaging Graph., 2015

NovaSearch at TREC 2015 Clinical Decision Support Track.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Scalable Multimodal Search with Distributed Indexing by Sparse Hashing.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

High-Dimensional Indexing by Sparse Approximation.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Learning Text Patterns to Detect Opinion Targets.
Proceedings of the KDIR 2015, 2015

Explanatory opinions: to whom or what is all the fuzz about?
Proceedings of the Sixth BCS-IRSG Symposium on Future Directions in Information Access, 2015

A comparison of thermal image descriptors for face analysis.
Proceedings of the 23rd European Signal Processing Conference, 2015

Learning Sentiment Based Ranked-Lexicons for Opinion Retrieval.
Proceedings of the Advances in Information Retrieval, 2015

Learning Ranked Sentiment Lexicons.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014
Ranking Linked-Entities in a Sentiment Graph.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

NovaSearch at TREC 2014 Clinical Decision Support Track.
Proceedings of The Twenty-Third Text REtrieval Conference, 2014

NovaSearch at TREC 2014 Microblog Track: Reranking with Wikipedia Page Views.
Proceedings of The Twenty-Third Text REtrieval Conference, 2014

Reputation analysis with a ranked sentiment-lexicon.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Multi-user Diverse Recommendations through Greedy Vertex-Angle Maximization.
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Sparse reconstruction of facial expressions with localized gabor moments.
Proceedings of the 22nd European Signal Processing Conference, 2014

Inverse square rank fusion for multimodal search.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

An interactive toolset for speech therapy.
Proceedings of the 11th Conference on Advances in Computer Entertainment Technology, 2014

2013
A recommender system for the TV on the web: integrating unrated reviews and movie ratings.
Multim. Syst., 2013

Using SKOS vocabularies for improving web search.
Proceedings of the 22nd International World Wide Web Conference, 2013

NovaSearch at TREC 2013 Federated Web Search Track: Experiments with rank fusion.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

NovaSearch at TREC 2013 Microblog Track: Experiments with reranking using Wikipedia.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Crowdsourcing for affective-interaction in computer games.
Proceedings of the 2nd ACM international workshop on Crowdsourcing for multimedia, 2013

NovaEmötions: winning with a smile.
Proceedings of the ACM Multimedia Conference, 2013

Competitive affective gaming: winning with a smile.
Proceedings of the ACM Multimedia Conference, 2013

Music recommendations for groups of users.
Proceedings of the 2013 ACM international workshop on Immersive media experiences, 2013

Facial Expression Recognition by Sparse Reconstruction with Robust Features.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

NovaSearch on Medical ImageCLEF 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
Using manual and automated annotations to search images by semantic similarity.
Multim. Tools Appl., 2012

A Regularized Recommendation Algorithm with Probabilistic Sentiment-Ratings.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

SentiTVchat: sensing the mood of social-TV viewers.
Proceedings of the 10th European Conference on Interactive TV and Video, 2012

2011
Google, bing and a new perspective on ranking similarity.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Efficient indexing structures for fast media search and browsing.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

2010
An information-theoretic framework for semantic-multimedia retrieval.
ACM Trans. Inf. Syst., 2010

Automated Illustration of News Stories.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Assisted news reading with automated illustration.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

2009
Applying semantic web technologies to knowledge sharing in aerospace engineering.
J. Intell. Manuf., 2009

Life Engine - Creating Artificial Life for Scientific and Entertainment Purposes.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Web news categorization using a cross-media document graph.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
Exploring multimedia in a keyword space.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

2007
High-dimensional visual vocabularies for image retrieval.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Enhancing enterprise knowledge processes via cross-media extraction.
Proceedings of the 4th International Conference on Knowledge Capture (K-CAP 2007), 2007

GIR Experiments with Forostar at GeoCLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

GIR Experiments with Forostar.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Exploring Image, Text and Geographic Evidences in ImageCLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Information-theoretic semantic multimedia indexing.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Imperial College and Johns Hopkins University at TRECVID.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Place Disambiguation with Co-occurrence Models.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

Forostar: A System for GIR.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

Logistic Regression of Generic Codebooks for Semantic Image Retrieval.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Imperial College at TRECVID.
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Mining multimedia salient concepts for incremental information extraction.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

2004
Using MPEG standards for multimedia customization.
Signal Process. Image Commun., 2004

Video Retrieval Using Search and Browsing.
Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004


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