Algoritmi | User | Teresa Cristina de Freitas Gonçalves
Teresa Cristina de Freitas Gonçalves
Teresa Cristina de Freitas Gonçalves
At Algoritmi
Senior Researcher with PhD
Leader of the VISTA Lab R&D Group
Member of the CST R&D Group
Member of the VISTA Lab R&D Lab
Academic Degree
PhD
Current Position
Associate Professor at Universidade de Évora
Personal Webpage
Personal Email
tcg@uevora.ptOrcid
0000-0002-1323-0249Researcher ID
FCT Public Key
Ciência ID
3310-CC47-8D86Google Scholar
h-index
Publications
Editorial
Citations
Q1 / Q2
0About Me 
Teresa Gonçalves is Associate Professor at the Department of Informatics, School of Sciences and Technology, University of Évora and an integrated researcher of ALGORITMI research centre. She is at the University of Évora since 1999. She has a PhD in Computer Science from University of Évora and a MSc degree in Informatics Engineering from New University of Lisbon. Presently she is the Director of the Master programme in Informatics Engineering and deputy Director of the Bachelor and Master programmes in Artificial Intelligence and Data Science. She is also the interim Director of the VISTA Lab (Video, Image, Speech and text Analysis Lab), the unit of the ALGORITMI research centre at university of Évora. Previously she served as head of the Computer Science Department (2011-2015) and as Director (2016-2021) and deputy Director (2012-2023) of the Bachelor programme in Informatics Engineering. She successfully supervised 6 doctoral, 17 master theses and 3 postdocs, and presently supervises 3 doctoral and 4 master students. She advised and mentored postdocs, graduate and undergraduate students from Bangladesh, Cabo Verde, Nepal, Philippines, India, Sri Lanka, China, Mongolia, and Portugal, several of them under Erasmus Mundus programs. Her domain of specialization is Machine Learning, with research and publications in the areas of information extraction, recommendation systems, evolutionary algorithms, and classification of text (Portuguese and English) and images (medical and satellite). She authored/co-authored more than 110 scientific articles indexed by Scopus, 460 Scopus citations, h-index of 11 and 47% of international collaboration. She was reviewer of more than 50 articles in international journals (ex: Remote Sensing, IJPRAI, JMLC, Applied Sciences) and conferences (ex: IDEAL, CIARP, ACL, PROPOR, EMNLP, LREC, CONLL, IJCAI, CLEF) and chair of international (IDEAL 2023, PROPOR 2020, SKIMA 2017 and 2018, CLEF 2016) and national conferences (RECPAD 2020 and 2021). She is a member of the board of APRP (Associação Portuguesa de reconhecimento de Padrões) and was member of the jury for APRP prizes for best MSc and PhD thesis and was an evaluator of COST action projects. She has given invited talks in several universities including: Chiang Mai University (Thailand), Capital University of Science and Technology (Pakistan), Jadavpur University (India), Northumbria University at Newcastle (UK), University of Kragujevac (Serbia), University of Santiago de Compostela (Spain) and UNISINOS and PUCRS (Brazil). Presently she is the main coordinator of the Horizon Europe MSCA Staff Exchange HarmonicAI project (ref: 101131117) , local coordinator of the Erasmus+ CBHE SSAPI project (ref 619438-EPP-1-2020-1-PK-EPPKA2-CBHE-JP) and team member of ATTRACT DIH (ref 101083770), Erasmus+ CBHE TETRIS (618597-EPP-1-2020-1-PT-EPPKA2-CBHE-JP), Interreg VI-B Sudoe SenforFire (S1/1.1/E0040), PRR CANTE (ref PRR-C05-i03-I-000188) and La Caixa INCOME (ref PD23-00013) projects. Previously she was the coordinator of the FCT AI in the Public Administration SNS24.Scout.IA project (ref DSAIPA/AI/0040/2019), the FEDER R&D in co-promotion NIIAA project (ref ALT20-03-0247-FEDER-036981), local coordinator of LEADER, gLINK and FUSION Erasmus Mundus projects (EACEA, Window of External Cooperation, strand I) and team member of other applied research projects with diverse sources of funding.
Publications (124)
Segmented-Based and Segmented-Free Approach for COVID-19 Detection
Communications in Computer and Information Science
2024 | conference-paper
Clinical Screening Prediction in the Portuguese National Health Service: Data Analysis, Machine Learning Models, Explainability and Meta-Evaluation
Future Internet
2023 | journal-article
Field features: The impact in learning to rank approaches
Applied Soft Computing
2023 | conference-paper
Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies
Future Internet
2023 | journal-article
Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | book
Review of Existing Datasets Used for Software Effort Estimation
International Journal of Advanced Computer Science and Applications
2023 | journal-article
Software Effort Estimation using Machine Learning Technique
International Journal of Advanced Computer Science and Applications
2023 | journal-article
Abbreviating Labelling Cost for Sentinel-2 Image Scene Classification Through Active Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
An Approach to Churn Prediction for Cloud Services Recommendation and User Retention
Information (Switzerland)
2022 | journal-article
Author Identification from Literary Articles with Visual Features: A Case Study with Bangla Documents
Future Internet
2022 | journal-article
Clinical Trial Classification of SNS24 Calls with Neural Networks
Future Internet
2022 | journal-article
Ensemble Stack Architecture for Lungs Segmentation from X-ray Images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
Feature extraction from MRI ADC images for brain tumor classification using machine learning techniques
BioMedical Engineering Online
2022 | journal-article
GLCM Texture Feature Analysis of MRI-ADC Images to Differentiate Glioma Grades Using Machine Learning Techniques
TechRxiv
2022 | other
Mahalanobis distance based accuracy prediction models for Sentinel-2 Image Scene Classification
International Journal of Remote Sensing
2022 | journal-article
Mammogram Mass Classification: A CNN-Based Technique Applied to Different Age Groups
Communications in Computer and Information Science
2022 | conference-paper
Texture Feature Analysis of MRI-ADC Images to Differentiate Glioma Grades Using Machine Learning Techniques.
Research Square
2022 | other
Aiding Clinical Triage with Text Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | conference-paper
An Empirical Study of the Impact of Field Features in Learning-to-rank Method
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | conference-paper
GUIDEBP: Guiding backpropagation through weaker pathways of parallel logits
arXiv
2021 | other
Sentinel-2 image scene classification: A comparison between sen2cor and a machine learning approach
Remote Sensing
2021 | journal-article
Classifying Soil Type Using Radar Satellite Images
RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition
2020 | conference-paper
Identifying Risky Dropout Student Profiles using Machine Learning Models
RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition
2020 | conference-paper
Sentinel-2 Image Scene Classification over Alentejo Region Farmland
RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition
2020 | conference-paper
Aggregation on Learning to Rank for Consumer Health Information Retrieval
Communications in Computer and Information Science
2020 | book
Automatic classification of ornamental stones using Machine Learning techniques A study applied to limestone,Classificacão automática de Rochas Ornamentais utilizando tecnicas de Aprendizagem Automática Um estudo aplicado ao calcário
Iberian Conference on Information Systems and Technologies, CISTI
2020 | conference-paper
Composite SVR Based Modelling of an Industrial Furnace
Communications in Computer and Information Science
2020 | conference-paper
Instrumentals/songs separation for background music removal
Advances in Intelligent Systems and Computing
2020 | conference-paper
RMID: A novel and efficient image descriptor for mammogram mass classification
Advances in Intelligent Systems and Computing
2020 | book
Radon‐wavelet based novel image descriptor for mammogram mass classification
Journal of Automation, Mobile Robotics and Intelligent Systems
2020 | journal-article
Segregation of songs and instrumentals ‐ a precursor to voice/accompaniment separation from songs in noisy scenario
Journal of Automation, Mobile Robotics and Intelligent Systems
2020 | journal-article
A grey-box Neural Network Composite Model for an Industrial Heating Furnace
25th Portuguese Conference on Pattern Recognition, RECPAD 2019
2019 | conference-paper
A multi- Versus a single-classifier approach for the identification of modality in the Portuguese language
LREC 2018 - 11th International Conference on Language Resources and Evaluation
2019 | conference-paper
Automated event extraction model for linked Portuguese documents
CEUR Workshop Proceedings
2019 | conference-paper
Caption Generation from Keywords using Probabilistic Dual-LSTM Networks and Dynamic Programming
International Conference on Emerging Technologies for Sustainable Development, ICETSD 2019
2019 | conference-paper
Classification of Breast Lesions Using Quantitative Dynamic Contrast Enhanced-MRI
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | book
Document Processing using Machine Learning
CRC Press, Taylor & Francis Group
2019 | edited-book
Effect of Image View for Mammogram Mass Classification – An Extreme Learning Based Approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
From textual information sources to linked data in the agatha project
arXiv
2019 | other
Modeling and Simulation of PV Panel Under Different Internal and Environmental Conditions with Non-constant Load
IFIP Advances in Information and Communication Technology
2019 | conference-paper
Performance of Classifiers on MFCC-Based Phoneme Recognition for Language Identification
Communications in Computer and Information Science
2019 | conference-paper
Recognition of similar characters using gradient features of discriminative regions
Expert Systems with Applications
2019 | journal-article
Segregation of Speech, Music and Instrumentals with LSF-RG features
International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA
2019 | conference-paper
Simulation of a Billet Heating Furnace
2019 | other
Using clustering techniques to identify arguments in legal documents
CEUR Workshop Proceedings
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
A compound model for consumer health search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Age and gender classification of tweets using convolutional neural networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
An Architecture for the Automatic Iden- tification of Arguments in Legal Documents
2nd International Workshop on Methodologies for Research on Legal Argumentation,
2018 | conference-paper
Analysis of Environmental Parameters Sensitivity to Improve Modeling of a c-Si Panel
2018 | journal-article
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
Handwritten Character Recognition Using Active Semi-supervised Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
How does word embeddings-based query expansion perform in consumer health information search?
ACM International Conference Proceeding Series
2018 | conference-paper
Improving personalized consumer health search: Notebook for eHealth at CLEF 2018
CEUR Workshop Proceedings
2018 | conference-paper
Multi-language neural network model with advance preprocessor for gender classification over social media: Notebook for PAN at CLEF 2018
CEUR Workshop Proceedings
2018 | conference-paper
Multilingual author profiling using LSTMs: Notebook for PAN at CLEF 2018
CEUR Workshop Proceedings
2018 | conference-paper
T1 Uncertainty Estimation of Bone Marrow in Lumbar Vertebrae using Magnetic Resonance Imaging
15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering
2018 | conference-paper
Texture analysis from 3D model and individual slice extraction for tuberculosis MDR detection, type classification and severity scoring: Notebook for ImageCLEF 2018
CEUR Workshop Proceedings
2018 | conference-paper
The journey of graph kernels through two decades
Computer Science Review
2018 | journal-article
Using syntactic and semantic features for classifying modal values in the portuguese language
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Welcome to SKIMA 2018 Message from the Conference General Chairs
International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA
2018 | conference-paper
A hybrid approach for cold start recommendations
International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA
2017 | conference-paper
Analysis of noise with curve fitting method of a PV cell
EAI Endorsed Transactions on Energy Web
2017 | journal-article
Comparison of Photovoltaic panel's standard and simplified models
2016 International Conference for Students on Applied Engineering, ICSAE 2016
2017 | conference-paper
Different parameters variation analysis of a PV cell
2016 International Conference for Students on Applied Engineering, ICSAE 2016
2017 | conference-paper
Experiments on identification of argumentative sentences
SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
2017 | conference-paper
Extracting and Representing Entities from Open Sources of Information in the Agatha Project
21st International Conference on Applications of Declarative Programming and Knowledge Management, INAP 2017
2017 | conference-paper
Improving Bangla OCR output through correction algorithms
SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
2017 | conference-paper
Multilingual author profiling using word embedding averages and SVMs
SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
2017 | conference-paper
Promoting understandability in consumer health information search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | conference-paper
Sensitivity analysis through error function of crystalline-si photovoltaic cell model integrated in a smart grid
International Journal of Renewable Energy Research
2017 | journal-article
Uevora at CLEF eHealth 2017 task 3
CEUR Workshop Proceedings
2017 | conference-paper
Age and gender identification using stacking for classification?
CEUR Workshop Proceedings
2016 | conference-paper
Author profiling using SVMs and Word embedding averages
CEUR Workshop Proceedings
2016 | conference-paper
Author profiling using support vector machines
CEUR Workshop Proceedings
2016 | conference-paper
Improving understandability in consumer health information search: UEVORA@2016 FIRE CHIS
CEUR Workshop Proceedings
2016 | conference-paper
MATLAB Simulink modeling of photovoltaic cells for understanding shadow effect
2016 IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2016
2016 | conference-paper
Modality annotation for portuguese: from manual annotation to automatic labeling
2016 | journal-article
Multilingual author profiling using svms and linguistic features
2016 | journal-article
Representing image captions as concept graphs using semantic information
2016 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016
2016 | conference-paper
SMART Mail: A SMART platform for mail management
ICEIS 2016 - Proceedings of the 18th International Conference on Enterprise Information Systems
2016 | conference-paper
Semi-automatic keyword based approach for FIRE 2016 Microblog Track
CEUR Workshop Proceedings
2016 | conference-paper
Sensitivity analysis of parameters of a photovoltaic cell under different conditions
SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
2016 | conference-paper
Single diode model parameters analysis of photovoltaic cell
2016 IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2016
2016 | conference-paper
A Survey on Object Classification using Convolutional Neural Networks
Jornadas de Informática da Universidade de Évora, JIUE 2015
2015 | conference-paper
Artificial intelligence for the detection of AOX functional markers
Alternative Respiratory Pathways in Higher Plants
2015 | book-chapter
Author profiling of Twitter users
CEUR Workshop Proceedings
2015 | conference-paper
Computational tools for the representation of discourse structures at the University of Évora
First TextLink Action Conference
2015 | conference-poster
How does irony affect sentiment analysis tools?
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | conference-paper
Sistemas de Recomendação para Grupos
Jornadas de Informática da Universidade de Évora, JIUE 2015
2015 | conference-paper
Automatic Tagging of Modality: identifying triggers and modal values
10th Joint ISO-ACL SIGSEM Workshop on Interoperable Semantic Annotation
2014 | conference-paper
Comparison of Different Graph Distance Metrics for Semantic Text Based Classification
2014 | journal-article
JU-Evora: A Graph Based Cross-Level Semantic Similarity Analysis using Discourse Information
8th International Workshop on Semantic Evaluation, SemEval 2014 - co-located with the 25th International Conference on Computational Linguistics, COLING 2014, Proceedings
2014 | conference-paper
Tagging and labelling Portuguese modal verbs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | conference-paper
TeamUEvora at CLEF eHealth 2014 task2a
CEUR Workshop Proceedings
2014 | conference-paper
Using Graphs and Semantic Information to Improve Text Classifiers
Advances in Natural Language Processing
2014 | book-chapter
Using a scouting predator-prey optimizer to train support vector machines with non PSD kernels
Studies in Computational Intelligence
2014 | journal-article
Classifying questions in question answering system using finite state machines with a simple learning approach
27th Pacific Asia Conference on Language, Information, and Computation, PACLIC 27
2013 | conference-paper
Training support vector machines with an heterogeneous particle swarm optimizer
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | conference-paper
An heterogeneous particle swarm optimizer with predator and scout particles
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | conference-paper
Semantic role labeling for Portuguese - A preliminary approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | conference-paper
Classificação de Argumentos Sintácticos: Aproximação preliminar
Jornadas de Informática da Universidade de Évora, JIUE 2011
2011 | conference-paper
Editor de ecrãs de informação
Jornadas de Informática da Universidade de Évora, JIUE 2011
2011 | conference-paper
Information extraction for standardization of tourism products
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | conference-paper
NXT e Aprendizagem por Reforço
Jornadas de Informática da Universidade de Évora, JIUE 2011
2011 | conference-paper
Named Entity Recognition using Machine Learning techniques
Progress in Artificial Intelligence
2011 | book-chapter
Text classification using Semantic Information and Graph Kernels
Progress in Artificial Intelligence
2011 | book-chapter
Using machine learning algorithms to identify named entities in legal documents: a preliminary approach
2011 | conference-paper
Polylingual text classification in the legal domain
”Informatica & Diritto” Journal
2010 | journal-article
Using linguistic information and machine learning techniques to identify entities from juridical documents
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | conference-paper
Standardisation of hotel descriptions
Progress in Artificial Intelligence
2009 | book-chapter
Using graph-kernels to represent semantic information in text classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | conference-paper
Utilização de Informação Linguística na Classificação de Documentos em Língua Portuguesa
Universidade de Évora
2008 | dissertation-thesis
Text classification using tree kernels and linguistic information
Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008
2008 | conference-paper
Using linguistic information to classify Portuguese text documents
7th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2008
2008 | conference-paper
Analysing part-of-speech for Portuguese text classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | journal-article
Enhancing a Portuguese Text Classifier using Part-of-Speech Tags
Intel- ligent Information Processing and Web Mining
2005 | book-chapter
Is linguistic information relevant for the classification of legal texts?
Proceedings of the International Conference on Artificial Intelligence and Law
2005 | conference-paper
The impact of NLP techniques in the multilabel text classification problem
Intelligent Information Processing and Web Mining
2004 | book-chapter
Using IR techniques to improve automated text classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | journal-article
A preliminary approach to the multilabel classification problem of Portuguese juridical documents
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2003 | journal-article
An Attribute Redundancy Measure for Clustering
Advances in Artificial Intelligence
1998 | book-chapter
Agrupamento Conceptual - Funções de Avaliação e Integração de Conhecimento
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia
1996 | dissertation-thesis
The RoadRobot Project: from Theory to Practice in Systems Integration
Balanced Automation Systems II, IFIP Advances in Information and Communication Technology
1996 | book-chapter
History
| Init | End | Change | Value | |
|---|---|---|---|---|
| Academic Degree | ||||
| Group | CST | |||
| Member Type | ||||
| Institution | ||||
| Category | ||||
| Laboratory | VISTA Lab | |||
| 17/01/2023 20:22 | ||||
| Internal Member Type | ||||
| Institution | Outra | |||
| Lab Coordinator |
Segmented-Based and Segmented-Free Approach for COVID-19 Detection
Communications in Computer and Information Science
2024 | conference-paper
Clinical Screening Prediction in the Portuguese National Health Service: Data Analysis, Machine Learning Models, Explainability and Meta-Evaluation
Future Internet
2023 | journal-article
Field features: The impact in learning to rank approaches
Applied Soft Computing
2023 | conference-paper
Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies
Future Internet
2023 | journal-article
Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | book
Review of Existing Datasets Used for Software Effort Estimation
International Journal of Advanced Computer Science and Applications
2023 | journal-article
Software Effort Estimation using Machine Learning Technique
International Journal of Advanced Computer Science and Applications
2023 | journal-article
Abbreviating Labelling Cost for Sentinel-2 Image Scene Classification Through Active Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
An Approach to Churn Prediction for Cloud Services Recommendation and User Retention
Information (Switzerland)
2022 | journal-article
Author Identification from Literary Articles with Visual Features: A Case Study with Bangla Documents
Future Internet
2022 | journal-article
Clinical Trial Classification of SNS24 Calls with Neural Networks
Future Internet
2022 | journal-article
Ensemble Stack Architecture for Lungs Segmentation from X-ray Images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
Feature extraction from MRI ADC images for brain tumor classification using machine learning techniques
BioMedical Engineering Online
2022 | journal-article
GLCM Texture Feature Analysis of MRI-ADC Images to Differentiate Glioma Grades Using Machine Learning Techniques
TechRxiv
2022 | other
Mahalanobis distance based accuracy prediction models for Sentinel-2 Image Scene Classification
International Journal of Remote Sensing
2022 | journal-article
Mammogram Mass Classification: A CNN-Based Technique Applied to Different Age Groups
Communications in Computer and Information Science
2022 | conference-paper
Texture Feature Analysis of MRI-ADC Images to Differentiate Glioma Grades Using Machine Learning Techniques.
Research Square
2022 | other
Aiding Clinical Triage with Text Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | conference-paper
An Empirical Study of the Impact of Field Features in Learning-to-rank Method
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | conference-paper
GUIDEBP: Guiding backpropagation through weaker pathways of parallel logits
arXiv
2021 | other
Sentinel-2 image scene classification: A comparison between sen2cor and a machine learning approach
Remote Sensing
2021 | journal-article
Classifying Soil Type Using Radar Satellite Images
RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition
2020 | conference-paper
Identifying Risky Dropout Student Profiles using Machine Learning Models
RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition
2020 | conference-paper
Sentinel-2 Image Scene Classification over Alentejo Region Farmland
RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition
2020 | conference-paper
Aggregation on Learning to Rank for Consumer Health Information Retrieval
Communications in Computer and Information Science
2020 | book
Automatic classification of ornamental stones using Machine Learning techniques A study applied to limestone,Classificacão automática de Rochas Ornamentais utilizando tecnicas de Aprendizagem Automática Um estudo aplicado ao calcário
Iberian Conference on Information Systems and Technologies, CISTI
2020 | conference-paper
Composite SVR Based Modelling of an Industrial Furnace
Communications in Computer and Information Science
2020 | conference-paper
Instrumentals/songs separation for background music removal
Advances in Intelligent Systems and Computing
2020 | conference-paper
RMID: A novel and efficient image descriptor for mammogram mass classification
Advances in Intelligent Systems and Computing
2020 | book
Radon‐wavelet based novel image descriptor for mammogram mass classification
Journal of Automation, Mobile Robotics and Intelligent Systems
2020 | journal-article
Segregation of songs and instrumentals ‐ a precursor to voice/accompaniment separation from songs in noisy scenario
Journal of Automation, Mobile Robotics and Intelligent Systems
2020 | journal-article
A grey-box Neural Network Composite Model for an Industrial Heating Furnace
25th Portuguese Conference on Pattern Recognition, RECPAD 2019
2019 | conference-paper
A multi- Versus a single-classifier approach for the identification of modality in the Portuguese language
LREC 2018 - 11th International Conference on Language Resources and Evaluation
2019 | conference-paper
Automated event extraction model for linked Portuguese documents
CEUR Workshop Proceedings
2019 | conference-paper
Caption Generation from Keywords using Probabilistic Dual-LSTM Networks and Dynamic Programming
International Conference on Emerging Technologies for Sustainable Development, ICETSD 2019
2019 | conference-paper
Classification of Breast Lesions Using Quantitative Dynamic Contrast Enhanced-MRI
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | book
Document Processing using Machine Learning
CRC Press, Taylor & Francis Group
2019 | edited-book
Effect of Image View for Mammogram Mass Classification – An Extreme Learning Based Approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
From textual information sources to linked data in the agatha project
arXiv
2019 | other
Modeling and Simulation of PV Panel Under Different Internal and Environmental Conditions with Non-constant Load
IFIP Advances in Information and Communication Technology
2019 | conference-paper
Performance of Classifiers on MFCC-Based Phoneme Recognition for Language Identification
Communications in Computer and Information Science
2019 | conference-paper
Recognition of similar characters using gradient features of discriminative regions
Expert Systems with Applications
2019 | journal-article
Segregation of Speech, Music and Instrumentals with LSF-RG features
International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA
2019 | conference-paper
Simulation of a Billet Heating Furnace
2019 | other
Using clustering techniques to identify arguments in legal documents
CEUR Workshop Proceedings
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
A compound model for consumer health search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Age and gender classification of tweets using convolutional neural networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
An Architecture for the Automatic Iden- tification of Arguments in Legal Documents
2nd International Workshop on Methodologies for Research on Legal Argumentation,
2018 | conference-paper
Analysis of Environmental Parameters Sensitivity to Improve Modeling of a c-Si Panel
2018 | journal-article
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
Handwritten Character Recognition Using Active Semi-supervised Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
How does word embeddings-based query expansion perform in consumer health information search?
ACM International Conference Proceeding Series
2018 | conference-paper
Improving personalized consumer health search: Notebook for eHealth at CLEF 2018
CEUR Workshop Proceedings
2018 | conference-paper
Multi-language neural network model with advance preprocessor for gender classification over social media: Notebook for PAN at CLEF 2018
CEUR Workshop Proceedings
2018 | conference-paper
Multilingual author profiling using LSTMs: Notebook for PAN at CLEF 2018
CEUR Workshop Proceedings
2018 | conference-paper
T1 Uncertainty Estimation of Bone Marrow in Lumbar Vertebrae using Magnetic Resonance Imaging
15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering
2018 | conference-paper
Texture analysis from 3D model and individual slice extraction for tuberculosis MDR detection, type classification and severity scoring: Notebook for ImageCLEF 2018
CEUR Workshop Proceedings
2018 | conference-paper
The journey of graph kernels through two decades
Computer Science Review
2018 | journal-article
Using syntactic and semantic features for classifying modal values in the portuguese language
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Welcome to SKIMA 2018 Message from the Conference General Chairs
International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA
2018 | conference-paper
A hybrid approach for cold start recommendations
International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA
2017 | conference-paper
Analysis of noise with curve fitting method of a PV cell
EAI Endorsed Transactions on Energy Web
2017 | journal-article
Comparison of Photovoltaic panel's standard and simplified models
2016 International Conference for Students on Applied Engineering, ICSAE 2016
2017 | conference-paper
Different parameters variation analysis of a PV cell
2016 International Conference for Students on Applied Engineering, ICSAE 2016
2017 | conference-paper
Experiments on identification of argumentative sentences
SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
2017 | conference-paper
Extracting and Representing Entities from Open Sources of Information in the Agatha Project
21st International Conference on Applications of Declarative Programming and Knowledge Management, INAP 2017
2017 | conference-paper
Improving Bangla OCR output through correction algorithms
SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
2017 | conference-paper
Multilingual author profiling using word embedding averages and SVMs
SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
2017 | conference-paper
Promoting understandability in consumer health information search
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | conference-paper
Sensitivity analysis through error function of crystalline-si photovoltaic cell model integrated in a smart grid
International Journal of Renewable Energy Research
2017 | journal-article
Uevora at CLEF eHealth 2017 task 3
CEUR Workshop Proceedings
2017 | conference-paper
Age and gender identification using stacking for classification?
CEUR Workshop Proceedings
2016 | conference-paper
Author profiling using SVMs and Word embedding averages
CEUR Workshop Proceedings
2016 | conference-paper
Author profiling using support vector machines
CEUR Workshop Proceedings
2016 | conference-paper
Improving understandability in consumer health information search: UEVORA@2016 FIRE CHIS
CEUR Workshop Proceedings
2016 | conference-paper
MATLAB Simulink modeling of photovoltaic cells for understanding shadow effect
2016 IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2016
2016 | conference-paper
Modality annotation for portuguese: from manual annotation to automatic labeling
2016 | journal-article
Multilingual author profiling using svms and linguistic features
2016 | journal-article
Representing image captions as concept graphs using semantic information
2016 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016
2016 | conference-paper
SMART Mail: A SMART platform for mail management
ICEIS 2016 - Proceedings of the 18th International Conference on Enterprise Information Systems
2016 | conference-paper
Semi-automatic keyword based approach for FIRE 2016 Microblog Track
CEUR Workshop Proceedings
2016 | conference-paper
Sensitivity analysis of parameters of a photovoltaic cell under different conditions
SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
2016 | conference-paper
Single diode model parameters analysis of photovoltaic cell
2016 IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2016
2016 | conference-paper
A Survey on Object Classification using Convolutional Neural Networks
Jornadas de Informática da Universidade de Évora, JIUE 2015
2015 | conference-paper
Artificial intelligence for the detection of AOX functional markers
Alternative Respiratory Pathways in Higher Plants
2015 | book-chapter
Author profiling of Twitter users
CEUR Workshop Proceedings
2015 | conference-paper
Computational tools for the representation of discourse structures at the University of Évora
First TextLink Action Conference
2015 | conference-poster
How does irony affect sentiment analysis tools?
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | conference-paper
Sistemas de Recomendação para Grupos
Jornadas de Informática da Universidade de Évora, JIUE 2015
2015 | conference-paper
Automatic Tagging of Modality: identifying triggers and modal values
10th Joint ISO-ACL SIGSEM Workshop on Interoperable Semantic Annotation
2014 | conference-paper
Comparison of Different Graph Distance Metrics for Semantic Text Based Classification
2014 | journal-article
JU-Evora: A Graph Based Cross-Level Semantic Similarity Analysis using Discourse Information
8th International Workshop on Semantic Evaluation, SemEval 2014 - co-located with the 25th International Conference on Computational Linguistics, COLING 2014, Proceedings
2014 | conference-paper
Tagging and labelling Portuguese modal verbs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | conference-paper
TeamUEvora at CLEF eHealth 2014 task2a
CEUR Workshop Proceedings
2014 | conference-paper
Using Graphs and Semantic Information to Improve Text Classifiers
Advances in Natural Language Processing
2014 | book-chapter
Using a scouting predator-prey optimizer to train support vector machines with non PSD kernels
Studies in Computational Intelligence
2014 | journal-article
Classifying questions in question answering system using finite state machines with a simple learning approach
27th Pacific Asia Conference on Language, Information, and Computation, PACLIC 27
2013 | conference-paper
Training support vector machines with an heterogeneous particle swarm optimizer
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | conference-paper
An heterogeneous particle swarm optimizer with predator and scout particles
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | conference-paper
Semantic role labeling for Portuguese - A preliminary approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | conference-paper
Classificação de Argumentos Sintácticos: Aproximação preliminar
Jornadas de Informática da Universidade de Évora, JIUE 2011
2011 | conference-paper
Editor de ecrãs de informação
Jornadas de Informática da Universidade de Évora, JIUE 2011
2011 | conference-paper
Information extraction for standardization of tourism products
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | conference-paper
NXT e Aprendizagem por Reforço
Jornadas de Informática da Universidade de Évora, JIUE 2011
2011 | conference-paper
Named Entity Recognition using Machine Learning techniques
Progress in Artificial Intelligence
2011 | book-chapter
Text classification using Semantic Information and Graph Kernels
Progress in Artificial Intelligence
2011 | book-chapter
Using machine learning algorithms to identify named entities in legal documents: a preliminary approach
2011 | conference-paper
Polylingual text classification in the legal domain
”Informatica & Diritto” Journal
2010 | journal-article
Using linguistic information and machine learning techniques to identify entities from juridical documents
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | conference-paper
Standardisation of hotel descriptions
Progress in Artificial Intelligence
2009 | book-chapter
Using graph-kernels to represent semantic information in text classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | conference-paper
Utilização de Informação Linguística na Classificação de Documentos em Língua Portuguesa
Universidade de Évora
2008 | dissertation-thesis
Text classification using tree kernels and linguistic information
Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008
2008 | conference-paper
Using linguistic information to classify Portuguese text documents
7th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2008
2008 | conference-paper
Analysing part-of-speech for Portuguese text classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | journal-article
Enhancing a Portuguese Text Classifier using Part-of-Speech Tags
Intel- ligent Information Processing and Web Mining
2005 | book-chapter
Is linguistic information relevant for the classification of legal texts?
Proceedings of the International Conference on Artificial Intelligence and Law
2005 | conference-paper
The impact of NLP techniques in the multilabel text classification problem
Intelligent Information Processing and Web Mining
2004 | book-chapter
Using IR techniques to improve automated text classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | journal-article
A preliminary approach to the multilabel classification problem of Portuguese juridical documents
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2003 | journal-article
An Attribute Redundancy Measure for Clustering
Advances in Artificial Intelligence
1998 | book-chapter
Agrupamento Conceptual - Funções de Avaliação e Integração de Conhecimento
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia
1996 | dissertation-thesis
The RoadRobot Project: from Theory to Practice in Systems Integration
Balanced Automation Systems II, IFIP Advances in Information and Communication Technology
1996 | book-chapter
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