publicações selecionadas
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artigo académico
- Prediction of Road Traffic Accidents on a Road in Portugal: A Multidisciplinary Approach Using Artificial Intelligence, Statistics, and Geographic Information Systems. Information. 2023
- Clinical Screening Prediction in the Portuguese National Health Service: Data Analysis, Machine Learning Models, Explainability and Meta-Evaluation. Future Internet. 2023
- Comparison of Statistical and Machine-Learning Models on Road Traffic Accident Severity Classification. Computers. 2022
- Clinical Trial Classification of SNS24 Calls with Neural Networks. Future Internet. 2022
- Modality annotation for portuguese: from manual annotation to automatic labeling. Linguistic Issues in Language Technology, LiLT. 2016
- Comparison of Different Graph Distance Metrics for Semantic Text Based Classification. Advances in Natural Language Processing. 2014
- Polylingual text classification in the legal domain. ”Informatica & Diritto” Journal. 2010
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artigo de conferência
- Automated Event Extraction Model for Linked Portuguese Documents 2019
- Vista.ue 2019
- Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model 2019
- An Architecture for the Automatic Iden- tification of Arguments in Legal Documents 2018
- Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter 2018
- A hybrid approach for cold start recommendations 2017
- Extracting and Representing Entities from Open Sources of Information in the Agatha Project 2017
- Experiments on identification of argumentative sentences 2016
- Representing image captions as concept graphs using semantic information 2016
- Automatic Tagging of Modality: identifying triggers and modal values 2014
- JU-Evora: A graph based cross-level semantic similarity analysis using discourse information 2014
- Classifying Questions in Question Answering System Using Finite State Machines with a Simple Learning Approach 2013
- Text classification using tree kernels and linguistic information 2008
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capítulo de livro
- Aiding Clinical Triage with Text Classification 2021
- From Textual Information Sources to Linked Data in the Agatha Project 2020
- Using Syntactic and Semantic Features for Classifying Modal Values in the Portuguese Language 2018
- Artificial intelligence for the detection of AOX functional markers 2015
- Named Entity Recognition using Machine Learning techniques 2011
- Text classification using Semantic Information and Graph Kernels 2011
- Using Linguistic Information and Machine Learning Techniques to Identify Entities from Juridical Documents 2010
- The impact of NLP techniques in the multilabel text classification problem 2004
- Using IR techniques to improve automated text classification 2004
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documento