Teresa Gonçalves

Orcid: 0000-0002-1323-0249

Affiliations:
  • University of Évora, Portugal


According to our database1, Teresa Gonçalves authored at least 77 papers between 1998 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
Field features: The impact in learning to rank approaches.
Appl. Soft Comput., May, 2023

Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies.
Future Internet, February, 2023

Clinical Screening Prediction in the Portuguese National Health Service: Data Analysis, Machine Learning Models, Explainability and Meta-Evaluation.
Future Internet, 2023

Plant Disease Detection and Classification Using a Deep Learning-Based Framework.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

2022
An Approach to Churn Prediction for Cloud Services Recommendation and User Retention.
Inf., 2022

Clinical Trial Classification of SNS24 Calls with Neural Networks.
Future Internet, 2022

Author Identification from Literary Articles with Visual Features: A Case Study with Bangla Documents.
Future Internet, 2022

Ensemble Stack Architecture for Lungs Segmentation from X-ray Images.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

Abbreviating Labelling Cost for Sentinel-2 Image Scene Classification Through Active Learning.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

2021
Sentinel-2 Image Scene Classification: A Comparison between Sen2Cor and a Machine Learning Approach.
Remote. Sens., 2021

GuideBP: Guiding Backpropagation Through Weaker Pathways of Parallel Logits.
CoRR, 2021

Mammogram Mass Classification: A CNN-Based Technique Applied to Different Age Groups.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

An Empirical Study of the Impact of Field Features in Learning-to-rank Method.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Aiding Clinical Triage with Text Classification.
Proceedings of the Progress in Artificial Intelligence, 2021

2020
Radon-Wavelet Based Novel Image Descriptor for Mammogram Mass Classification.
J. Autom. Mob. Robotics Intell. Syst., 2020

Segregation of Songs and Instrumentals - a Precursor to Voice/Accompaniment Separation from Songs in Noisy Scenario.
J. Autom. Mob. Robotics Intell. Syst., 2020

2019
Recognition of similar characters using gradient features of discriminative regions.
Expert Syst. Appl., 2019

Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

From Textual Information Sources to Linked Data in the Agatha Project.
Proceedings of the Declarative Programming and Knowledge Management, 2019

Modeling and Simulation of PV Panel Under Different Internal and Environmental Conditions with Non-constant Load.
Proceedings of the Technological Innovation for Industry and Service Systems, 2019

Using Clustering Techniques to Identify Arguments in Legal Documents.
Proceedings of the Third Workshop on Automated Semantic Analysis of Information in Legal Texts co-located with the 17th International Conference on Artificial Intelligence and Law (ICAIL 2019), 2019

Automated Event Extraction Model for Linked Portuguese Documents.
Proceedings of Text2Story, 2019

2018
The journey of graph kernels through two decades.
Comput. Sci. Rev., 2018

Segregation of Speech, Music and Instrumentals with LSF-RG features.
Proceedings of the 12th International Conference on Software, 2018

A Multi- versus a Single-classifier Approach for the Identification of Modality in the Portuguese Language.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Handwritten Character Recognition Using Active Semi-supervised Learning.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

How does Word Embeddings-based Query Expansion Perform in Consumer Health Information Search?: A novel solution for CHIS FIRE'2016 track.
Proceedings of the 10th annual meeting of the Forum for Information Retrieval Evaluation, 2018

Effect of Image View for Mammogram Mass Classification - An Extreme Learning Based Approach.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2018

Classification of Breast Lesions Using Quantitative Dynamic Contrast Enhanced-MRI.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2018

Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter.
Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying, 2018

Improving Personalized Consumer Health Search: Notebook for eHealth at CLEF 2018.
Proceedings of the Working Notes of CLEF 2018, 2018

Multi-Language Neural Network Model with Advance Preprocessor for Gender Classification over Social Media: Notebook for PAN at CLEF 2018.
Proceedings of the Working Notes of CLEF 2018, 2018

Multilingual Author Profiling using LSTMs: Notebook for PAN at CLEF 2018.
Proceedings of the Working Notes of CLEF 2018, 2018

Texture Analysis from 3D Model and Individual Slice Extraction for Tuberculosis MDR Detection, Type Classification and Severity Scoring.
Proceedings of the Working Notes of CLEF 2018, 2018

Performance of Classifiers on MFCC-Based Phoneme Recognition for Language Identification.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

2017
Analysis of Noise with Curve Fitting Method of a PV cell.
EAI Endorsed Trans. Energy Web, 2017

A hybrid approach for cold start recommendations.
Proceedings of the 11th International Conference on Software, 2017

Age and Gender Classification of Tweets Using Convolutional Neural Networks.
Proceedings of the Machine Learning, Optimization, and Big Data, 2017

Promoting Understandability in Consumer Health Information Search.
Proceedings of the Advances in Information Retrieval, 2017

A Compound Model for Consumer Health Search.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

UEvora at CLEF eHealth 2017 Task 3.
Proceedings of the Working Notes of CLEF 2017, 2017

2016
Sensitivity analysis of parameters of a photovoltaic cell under different conditions.
Proceedings of the 10th International Conference on Software, 2016

Experiments on identification of argumentative sentences.
Proceedings of the 10th International Conference on Software, 2016

Multilingual author profiling using word embedding averages and SVMs.
Proceedings of the 10th International Conference on Software, 2016

Improving Bangla OCR output through correction algorithms.
Proceedings of the 10th International Conference on Software, 2016

SMART Mail - A SMART Platform for Mail Management.
Proceedings of the ICEIS 2016, 2016

Representing image captions as concept graphs using semantic information.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

Improving Understandability in Consumer Health Information Search: UEVORA @ 2016 FIRE CHIS.
Proceedings of the Working notes of FIRE 2016, 2016

Semi-automatic keyword based approach for FIRE 2016 Microblog Track.
Proceedings of the Working notes of FIRE 2016, 2016

Author Profiling Using Support Vector Machines.
Proceedings of the Working Notes of CLEF 2016, 2016

Author Profiling using SVMs and Word Embedding Averages.
Proceedings of the Working Notes of CLEF 2016, 2016

Age and Gender Identification using Stacking for Classification.
Proceedings of the Working Notes of CLEF 2016, 2016

Using Syntactic and Semantic Features for Classifying Modal Values in the Portuguese Language.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015
How Does Irony Affect Sentiment Analysis Tools?
Proceedings of the Progress in Artificial Intelligence, 2015

Author Profiling of Twitter Users: Notebook for PAN at CLEF 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Comparison of Different Graph Distance Metrics for Semantic Text Based Classification.
Polibits, 2014

Using Graphs and Semantic Information to Improve Text Classifiers.
Proceedings of the Advances in Natural Language Processing, 2014

JU-Evora: A Graph Based Cross-Level Semantic Similarity Analysis using Discourse Information.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Tagging and Labelling Portuguese Modal Verbs.
Proceedings of the Computational Processing of the Portuguese Language, 2014

TeamUEvora at Clef eHealth 2014 Task2a.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013
Classifying Questions in Question Answering System Using Finite State Machines with a Simple Learning Approach.
Proceedings of the 27th Pacific Asia Conference on Language, Information and Computation, 2013

Using a Scouting Predator-Prey Optimizer to Train Support Vector Machines with non PSD Kernels.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2013), 2013

Using Scout Particles to Improve a Predator-Prey Optimizer.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013

Training Support Vector Machines with an Heterogeneous Particle Swarm Optimizer.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013

2012
Semantic Role Labeling for Portuguese - A Preliminary Approach -.
Proceedings of the Computational Processing of the Portuguese Language, 2012

An Heterogeneous Particle Swarm Optimizer with Predator and Scout Particles.
Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012

2011
Information Extraction for Standardization of Tourism Products.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
Using Linguistic Information and Machine Learning Techniques to Identify Entities from Juridical Documents.
Proceedings of the Semantic Processing of Legal Texts: Where the Language of Law Meets the Law of Language, 2010

2009
Using Graph-Kernels to Represent Semantic Information in Text Classification.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

2008
Text Classification Using Tree Kernels and Linguistic Information.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2006
Analysing Part-of-Speech for Portuguese Text Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2006

2005
Enhancing a Portuguese Text Classifier Using Part-of-Speech Tags.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

Is linguistic information relevant for the text legal classification problem?
Proceedings of the Tenth International Conference on Artificial Intelligence and Law, 2005

2004
Using IR Techniques to Improve Automated Text Classification.
Proceedings of the Natural Language Processing and Information Systems, 2004

The impact of NLP techniques in the multilabel text classification problem.
Proceedings of the Intelligent Information Processing and Web Mining, 2004

2003
A Preliminary Approach to the Multilabel Classification Problem of Portuguese Juridical Documents.
Proceedings of the Progress in Artificial Intelligence, 2003

1998
An Attribute Redundancy Measure for Clustering.
Proceedings of the Advances in Artificial Intelligence, 1998


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