Algoritmi | User | Vitor Manuel Beires Pinto Nogueira
Vitor Manuel Beires Pinto Nogueira
Vitor Manuel Beires Pinto Nogueira
At Algoritmi
Academic Degree
PhD
Current Position
Associate Professor at Universidade de Évora
Personal Webpage
Personal Email
vbn@uevora.ptOrcid
0000-0002-0793-0003Researcher ID
Ciência ID
F016-2586-7492Google Scholar
h-index
6Publications
37Editorial
0Citations
200Q1 / Q2
15About Me 
Vítor Beires Nogueira is Pro-Rector for Digital Transformation and Open Science at the University of Évora, an Associate Professor at the Department of Computer Science (CS) at the same University and a researcher of the ALGORITMI research centre (https://algoritmi.uminho.pt/). He has a bachelor's degree in Applied Mathematics—Computer Science from the University of Porto, a master's in Applied Artificial Intelligence from the Nova University of Lisbon and a PhD in Computer Science (CS) from the University of Évora. At this University, he was Director of the CS Department, Adjunct of the PhD in CS, Director of the B.Sc. in Informatics Engineering and is currently the Director of the B.Sc. in Artificial Intelligence and Data Science. Vítor Beires Nogueira started his career developing scientific research in the field of Artificial Intelligence, namely in Knowledge Representation and Reasoning, Logic Programming and Ontologies. In recent years, his attention has been captivated by various, albeit interconnected, concepts, such as Natural Language Processing, Machine Learning, Knowledge Graphs and incorporation of AI in the fields like IoT. He participated in several research projects funded by Portuguese and European entities and is currently PI of a Foundation for Science and Technology funded project, aiming to create a LLM (Large Language Model) for the (European) Portuguese Language. He published more than forty scientific papers, including fifteen journal articles. He was (co)organiser, member of organising or scientific committee, of several national and international conferences and workshops, including special session chair of the 2023 and 2022 editions of the International Conference on Intelligent Data Engineering and Automated Learning (IDEAL). Furthermore, he successfully supervised two PhD in Computer Science and seventeen M.S.c in Informatics Engineering.
Publications (47)
A Galician-Portuguese Generative Model
2025 | book-chapter
Performance Evaluation of NLP Models for European Portuguese: Multi-GPU/Multi-node Configurations and Optimization Techniques
2025 | book-chapter
Projeto IPI.SUCESSO! - Inovação Pedagógica e Integração para o Sucesso e Combate ao Abandono na Universidade de Évora em tempos de Instabilidade e Incerteza.
9º Congresso Nacional de Práticas Pedagógicas no Ensino Superior
2023 | conference-abstract
Factors That Influence the Type of Road Traffic Accidents: A Case Study in a District of Portugal
Sustainability (Switzerland)
2023 | journal-article
Learning from Accidents: Spatial Intelligence Applied to Road Accidents with Insights from a Case Study in Setúbal District, Portugal
ISPRS International Journal of Geo-Information
2023 | journal-article
Prediction of Road Traffic Accidents on a Road in Portugal: A Mixed Artificial Intelligence, Statistics, and Geographic Information Systems Approach
SSRN
2023 | other
Prediction of Road Traffic Accidents on a Road in Portugal: A Multidisciplinary Approach Using Artificial Intelligence, Statistics, and Geographic Information Systems
Information (Switzerland)
2023 | journal-article
Comparison of Statistical and Machine-Learning Models on Road Traffic Accident Severity Classification
Computers
2022 | journal-article
Generating a European Portuguese BERT Based Model Using Content from Arquivo.pt Archive
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
Some Determinants for Road Accidents Severity in the District of Setúbal
Springer Proceedings in Mathematics and Statistics
2022 | conference-paper
A graph database representation of Portuguese criminal-related documents
Informatics
2021 | journal-article
An annotated corpus of crime-related portuguese documents for nlp and machine learning processing
Data
2021 | journal-article
Machine learning approaches to traffic accident analysis and hotspot prediction
Computers
2021 | journal-article
Modelação e predição de acidentes de viação no distrito de Setúbal (MOPREVIS): O papel dos SIG na construção de uma base de dados e na análise espacial
Jornadas do ICT 2020
2020 | conference-poster
An Automated System for Criminal Police Reports Analysis
Advances in Intelligent Systems and Computing
2020 | conference-paper
From Textual Information Sources to Linked Data in the Agatha Project
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | conference-paper
NanoSen-AQM: From sensors to users
International journal of online and biomedical engineering
2020 | journal-article
Considerations for a cloud-based system for IoT data acquisition from heterogeneous sensors
3 o Congresso Luso-Estremadurense de Ciências e Tecnologia
2019 | conference-paper
An Online Platform For Real-Time Air Quality Monitoring
2019 5th Experiment International Conference (exp.at'19)
2019 | conference-paper
A Review on Relations Extraction in Police Reports
Advances in Intelligent Systems and Computing
2019 | conference-paper
A hybrid application for real-time air quality monitoring
Proceedings of the 2019 5th Experiment at International Conference, exp.at 2019
2019 | conference-paper
Automated event extraction model for linked Portuguese documents
CEUR Workshop Proceedings
2019 | conference-paper
Event extraction and representation: A case study for the Portuguese language
Information (Switzerland)
2019 | journal-article
Knowledge representation of crime-related events: A preliminary approach
OpenAccess Series in Informatics
2019 | conference-paper
Vista.ue
2019 | conference-paper
Vista.ue at SemEval-2019 task 5: Single multilingual hate speech detection model
NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop
2019 | conference-paper
Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter
COLING 2018 - 1st Workshop on Trolling, Aggression and Cyberbullying, TRAC 2018 - Proceedings of the Workshop
2018 | conference-paper
Multi-Language Neural Network Model with Advance Preprocessor for Gender Classification over Social Media
CLEF 2018
2018 | conference-paper
Semantic Web Search Through Natural Language Dialogues
Innovations, Developments, and Applications of Semantic Web and Information Systems
2018 | book-chapter
Using a dialogue manager to improve semantic web search
Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications
2018 | book-chapter
Extracting and Representing Entities from Open Sources of Information in the Agatha Project
2017 | other
Ontology-Based Framework Applied to Money Laundering Investigations
2017 | other
Probabilistic perception revision in AGENTSPEAK(L)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | conference-paper
Using a dialogue manager to improve search in the semantic web
2014 | conference-paper
Work Out the Semantic Web Search: The Cooperative Way
Advances in Artificial Intelligence
2012 | journal-article
Puzzle Out the Semantic Web Search
International Journal of Computational Linguistics and Applications
2012 | journal-article
Um sistema de pergunta-resposta para ontologias OWL
INForum 2012 ¿ 4.º Simpósio de Informática
2012 | conference-paper
Cooperative question answering for the semantic web
KMIS 2011 - Proceedings of the International Conference on Knowledge Management and Information Sharing
2011 | conference-paper
ISTO: A language for temporal organizational information systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | conference-paper
Integrating temporal annotations in a modular logic language
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | conference-paper
Modularity and temporal reasoning: A logic programming approach
Proceedings of the International Workshop on Temporal Representation and Reasoning
2007 | conference-paper
Temporal Contextual Logic Programming
Electronic Notes in Theoretical Computer Science
2007 | journal-article
Towards Temporal Contextual Logic Programming
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | journal-article
Towards structured contexts and modules
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | conference-paper
Using a logic programming language with persistence and contexts
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | conference-paper
A temporal programming language for heterogeneous information systems
Lecture Notes in Computer Science
2005 | journal-article
Negation in Transaction Programs
1999 Joint Conference on Declarative Programming, AGP'99
1999 | conference-paper
Fundings (11)
AiBERTa: modelo de língua BERT pré-treinado para o português europeu baseado no Arquivo.pt
Fundação para a Ciência e a Tecnologia
2023-03 to 2024-08 | Provided by PTCRIS: 2022.03882.PTDC
AQUANET - Decentralised and Reconfigurable Control for Water delivery Multipurpose Canal Systems
Fundação para a Ciência e a Tecnologia
2010-01 to 2012-12 | info:eu-repo/grantAgreement/FCT/3599-PPCDT/102102/PT
AGATHA: Sistema inteligente de análise de fontes de informação abertas para vigilância / controlo de criminalidade
European Regional Development Fund
2016-10 to 2019-09 | Compete2020
NanoSen-AQM: Desenvolvimento e validação no terreno de um sistema de nano-sensores de baixo consumo e baixo custo para a monitorização em tempo real da qualidade do ar ambiente
European Regional Development Fund
2018-04 to 2021-03 | SOE2/P1/E0569
Moprevis: Modelação e predição de acidentes de viação no distrito de Setúbal
Fundação para a Ciência e a Tecnologia
2019-01 to 2022-06 | DSAIPA/DS/0090/2018
BIGData@UE: Laboratório computacional de alto desempenho para Big Data e aprendizagem automática
European Regional Development Fund
2019-01 to 2020-12 | ALT20-03-0246-FEDER-000033
SSAPI: Strategic Support for Accreditation of Programs and Internationalization at South Asian Higher Education Institutes (HEIs)
European Union
2021-03 to 2024-01 | 619438-EPP-1-2020-1-PK-EPPKA2-CBHE-JP
PIXEL Lab: Laboratory for Pluridisciplinary Immersive Experiences for Education and Learning
European Regional Development Fund
2021-07 to 2023-06 | POCI-05-5762-FSE-000448
INOVSTONE 4.0: Tecnologias Avançadas e Software para a Pedra Natural
European Regional Development Fund
2017-01 to 2019-12 | POCI-01-0247-FEDER-024535
SenForFire - Cost-Effective Wireless Sensor Networks for Forest Fire Prevention and Early Detection
European Regional Development Fund
2024-01 to 2026-12 | S1/1.1/E0040
Laboratório de Informática, Sistemas e Paralelismo
Fundação para a Ciência e a Tecnologia
2019-01 to 2019-12 | UID/CEC/04668/2019
History
| Init | End | Change | Value | |
|---|---|---|---|---|
| Academic Degree | ||||
| Group | CST | |||
| Member Type | ||||
| Institution | ||||
| Category | ||||
| Laboratory | VISTA Lab | |||
| Member Type | Researcher | |||
| 17/01/2023 20:22 | ||||
| Internal Member Type | ||||
| Institution | Outra | |||
A Galician-Portuguese Generative Model
2025 | book-chapter
Performance Evaluation of NLP Models for European Portuguese: Multi-GPU/Multi-node Configurations and Optimization Techniques
2025 | book-chapter
Projeto IPI.SUCESSO! - Inovação Pedagógica e Integração para o Sucesso e Combate ao Abandono na Universidade de Évora em tempos de Instabilidade e Incerteza.
9º Congresso Nacional de Práticas Pedagógicas no Ensino Superior
2023 | conference-abstract
Factors That Influence the Type of Road Traffic Accidents: A Case Study in a District of Portugal
Sustainability (Switzerland)
2023 | journal-article
Learning from Accidents: Spatial Intelligence Applied to Road Accidents with Insights from a Case Study in Setúbal District, Portugal
ISPRS International Journal of Geo-Information
2023 | journal-article
Prediction of Road Traffic Accidents on a Road in Portugal: A Mixed Artificial Intelligence, Statistics, and Geographic Information Systems Approach
SSRN
2023 | other
Prediction of Road Traffic Accidents on a Road in Portugal: A Multidisciplinary Approach Using Artificial Intelligence, Statistics, and Geographic Information Systems
Information (Switzerland)
2023 | journal-article
Comparison of Statistical and Machine-Learning Models on Road Traffic Accident Severity Classification
Computers
2022 | journal-article
Generating a European Portuguese BERT Based Model Using Content from Arquivo.pt Archive
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
Some Determinants for Road Accidents Severity in the District of Setúbal
Springer Proceedings in Mathematics and Statistics
2022 | conference-paper
A graph database representation of Portuguese criminal-related documents
Informatics
2021 | journal-article
An annotated corpus of crime-related portuguese documents for nlp and machine learning processing
Data
2021 | journal-article
Machine learning approaches to traffic accident analysis and hotspot prediction
Computers
2021 | journal-article
Modelação e predição de acidentes de viação no distrito de Setúbal (MOPREVIS): O papel dos SIG na construção de uma base de dados e na análise espacial
Jornadas do ICT 2020
2020 | conference-poster
An Automated System for Criminal Police Reports Analysis
Advances in Intelligent Systems and Computing
2020 | conference-paper
From Textual Information Sources to Linked Data in the Agatha Project
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | conference-paper
NanoSen-AQM: From sensors to users
International journal of online and biomedical engineering
2020 | journal-article
Considerations for a cloud-based system for IoT data acquisition from heterogeneous sensors
3 o Congresso Luso-Estremadurense de Ciências e Tecnologia
2019 | conference-paper
An Online Platform For Real-Time Air Quality Monitoring
2019 5th Experiment International Conference (exp.at'19)
2019 | conference-paper
A Review on Relations Extraction in Police Reports
Advances in Intelligent Systems and Computing
2019 | conference-paper
A hybrid application for real-time air quality monitoring
Proceedings of the 2019 5th Experiment at International Conference, exp.at 2019
2019 | conference-paper
Automated event extraction model for linked Portuguese documents
CEUR Workshop Proceedings
2019 | conference-paper
Event extraction and representation: A case study for the Portuguese language
Information (Switzerland)
2019 | journal-article
Knowledge representation of crime-related events: A preliminary approach
OpenAccess Series in Informatics
2019 | conference-paper
Vista.ue
2019 | conference-paper
Vista.ue at SemEval-2019 task 5: Single multilingual hate speech detection model
NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop
2019 | conference-paper
Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter
COLING 2018 - 1st Workshop on Trolling, Aggression and Cyberbullying, TRAC 2018 - Proceedings of the Workshop
2018 | conference-paper
Multi-Language Neural Network Model with Advance Preprocessor for Gender Classification over Social Media
CLEF 2018
2018 | conference-paper
Semantic Web Search Through Natural Language Dialogues
Innovations, Developments, and Applications of Semantic Web and Information Systems
2018 | book-chapter
Using a dialogue manager to improve semantic web search
Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications
2018 | book-chapter
Extracting and Representing Entities from Open Sources of Information in the Agatha Project
2017 | other
Ontology-Based Framework Applied to Money Laundering Investigations
2017 | other
Probabilistic perception revision in AGENTSPEAK(L)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | conference-paper
Using a dialogue manager to improve search in the semantic web
2014 | conference-paper
Work Out the Semantic Web Search: The Cooperative Way
Advances in Artificial Intelligence
2012 | journal-article
Puzzle Out the Semantic Web Search
International Journal of Computational Linguistics and Applications
2012 | journal-article
Um sistema de pergunta-resposta para ontologias OWL
INForum 2012 ¿ 4.º Simpósio de Informática
2012 | conference-paper
Cooperative question answering for the semantic web
KMIS 2011 - Proceedings of the International Conference on Knowledge Management and Information Sharing
2011 | conference-paper
ISTO: A language for temporal organizational information systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | conference-paper
Integrating temporal annotations in a modular logic language
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | conference-paper
Modularity and temporal reasoning: A logic programming approach
Proceedings of the International Workshop on Temporal Representation and Reasoning
2007 | conference-paper
Temporal Contextual Logic Programming
Electronic Notes in Theoretical Computer Science
2007 | journal-article
Towards Temporal Contextual Logic Programming
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | journal-article
Towards structured contexts and modules
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | conference-paper
Using a logic programming language with persistence and contexts
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | conference-paper
A temporal programming language for heterogeneous information systems
Lecture Notes in Computer Science
2005 | journal-article
Negation in Transaction Programs
1999 Joint Conference on Declarative Programming, AGP'99
1999 | conference-paper
AiBERTa: modelo de língua BERT pré-treinado para o português europeu baseado no Arquivo.pt
Fundação para a Ciência e a Tecnologia
2023-03 to 2024-08 | Provided by PTCRIS: 2022.03882.PTDC
AQUANET - Decentralised and Reconfigurable Control for Water delivery Multipurpose Canal Systems
Fundação para a Ciência e a Tecnologia
2010-01 to 2012-12 | info:eu-repo/grantAgreement/FCT/3599-PPCDT/102102/PT
AGATHA: Sistema inteligente de análise de fontes de informação abertas para vigilância / controlo de criminalidade
European Regional Development Fund
2016-10 to 2019-09 | Compete2020
NanoSen-AQM: Desenvolvimento e validação no terreno de um sistema de nano-sensores de baixo consumo e baixo custo para a monitorização em tempo real da qualidade do ar ambiente
European Regional Development Fund
2018-04 to 2021-03 | SOE2/P1/E0569
Moprevis: Modelação e predição de acidentes de viação no distrito de Setúbal
Fundação para a Ciência e a Tecnologia
2019-01 to 2022-06 | DSAIPA/DS/0090/2018
BIGData@UE: Laboratório computacional de alto desempenho para Big Data e aprendizagem automática
European Regional Development Fund
2019-01 to 2020-12 | ALT20-03-0246-FEDER-000033
SSAPI: Strategic Support for Accreditation of Programs and Internationalization at South Asian Higher Education Institutes (HEIs)
European Union
2021-03 to 2024-01 | 619438-EPP-1-2020-1-PK-EPPKA2-CBHE-JP
PIXEL Lab: Laboratory for Pluridisciplinary Immersive Experiences for Education and Learning
European Regional Development Fund
2021-07 to 2023-06 | POCI-05-5762-FSE-000448
INOVSTONE 4.0: Tecnologias Avançadas e Software para a Pedra Natural
European Regional Development Fund
2017-01 to 2019-12 | POCI-01-0247-FEDER-024535
SenForFire - Cost-Effective Wireless Sensor Networks for Forest Fire Prevention and Early Detection
European Regional Development Fund
2024-01 to 2026-12 | S1/1.1/E0040
Laboratório de Informática, Sistemas e Paralelismo
Fundação para a Ciência e a Tecnologia
2019-01 to 2019-12 | UID/CEC/04668/2019
| Start | End | Term | Value | |
|---|---|---|---|---|
| Academic Degree | ||||
| Group | CST | |||
| Member Type | ||||
| Institution | ||||
| Category | ||||
| Laboratory | VISTA Lab | |||
| Member Type | Researcher | |||
| 17/01/2023 20:22 | ||||
| Internal Member Type | ||||
| Institution | Outra | |||
