| 2023 | DIS | Exploring the Reduction of Configuration Spaces of Workflows. | Fernando Freitas, Pavel Brazdil, Carlos Soares |
| 2023 | EMNLP | AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. | Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, Nedjma Ousidhoum, David Ifeoluwa Adelani, Seid Muhie Yimam, Ibrahim Said Ahmad, Meriem Beloucif, Saif M. Mohammad, Sebastian Ruder, Oumaima Hourrane, Alpio Jorge, Pavel Brazdil, Felermino Drio Mrio Antnio Ali, Davis David, Salomey Osei, Bello Shehu Bello, Falalu Ibrahim Lawan, Tajuddeen Gwadabe, Samuel Rutunda, Tadesse Destaw Belay, Wendimu Baye Messelle, Hailu Beshada Balcha, Sisay Adugna Chala, Hagos Tesfahun Gebremichael, Bernard Opoku, Stephen Arthur |
| 2023 | EPIA | Symbolic Versus Deep Learning Techniques for Explainable Sentiment Analysis. | Shamsuddeen Hassan Muhammad, Pavel Brazdil, Alpio Jorge |
| 2022 | IDA | On Usefulness of Outlier Elimination in Classification Tasks. | Dusan Hetlerovic, Lubos Popelnsk, Pavel Brazdil, Carlos Soares, Fernando Freitas |
| 2021 | AAAI | Exploiting Performance-based Similarity between Datasets in Metalearning. | Rui Leite, Pavel Brazdil |
| 2020 | ECIR | Incremental Approach for Automatic Generation of Domain-Specific Sentiment Lexicon. | Shamsuddeen Hassan Muhammad, Pavel Brazdil, Alpio Jorge |
| 2019 | IC3K | Association and Temporality between News and Tweets. | Vnia Moutinho, Pavel Brazdil, Joo Cordeiro |
| 2016 | ICML | Effect of Incomplete Meta-dataset on Average Ranking Method. | Salisu Mamman Abdulrahman, Pavel Brazdil |
| 2015 | IC3K | Retrieval, Visualization and Validation of Affinities between Documents. | Lus Trigo, Martin Vta, Rui Sarmento, Pavel Brazdil |
| 2015 | IDA | Fast Algorithm Selection Using Learning Curves. | Jan N. van Rijn, Salisu Mamman Abdulrahman, Pavel Brazdil, Joaquin Vanschoren |
| 2014 | ECAI | Measures for Combining Accuracy and Time for Meta-learning. | Salisu Mamman Abdulrahman, Pavel Brazdil |
| 2013 | EPIA | Rule Induction for Sentence Reduction. | Joo Cordeiro, Gal Dias, Pavel Brazdil |
| 2010 | COLING | Paraphrase Alignment for Synonym Evidence Discovery. | Gintare Grigonyte, Joo Cordeiro, Gal Dias, Rumen Moraliyski, Pavel Brazdil |
| 2010 | ECAI | Active Testing Strategy to Predict the Best Classification Algorithm via Sampling and Metalearning. | Rui Leite, Pavel Brazdil |
| 2007 | DaWaK | Cost-Sensitive Decision Trees Applied to Medical Data. | Alberto Freitas, Altamiro da Costa Pereira, Pavel Brazdil |
| 2007 | EPIA | An Iterative Process for Building Learning Curves and Predicting Relative Performance of Classifiers. | Rui Leite, Pavel Brazdil |
| 2007 | FlAIRS | Learning Paraphrases from WNS Corpora. | Joo Cordeiro, Gal Dias, Pavel Brazdil |
| 2007 | IDA | Does SVM Really Scale Up to Large Bag of Words Feature Spaces? | Fabrice Colas, Pavel Paclk, Joost N. Kok, Pavel Brazdil |
| 2006 | SAC | Selecting parameters of SVM using meta-learning and kernel matrix-based meta-features. | Carlos Soares, Pavel Brazdil |
| 2005 | ICML | Predicting relative performance of classifiers from samples. | Rui Leite, Pavel Brazdil |
| 2003 | EPIA | Improving Progressive Sampling via Meta-learning. | Rui Leite, Pavel Brazdil |
| 2002 | DIS | Improved Dataset Characterisation for Meta-learning. | Yonghong Peng, Peter A. Flach, Carlos Soares, Pavel Brazdil |
| 2001 | EPIA | Reducing Rankings of Classifiers by Eliminating Redundant Classifiers. | Pavel Brazdil, Carlos Soares, Rui Pereira |
| 2001 | EPIA | Sampling-Based Relative Landmarks: Systematically Test-Driving Algorithms Before Choosing. | Carlos Soares, Johann Petrak, Pavel Brazdil |
| 1996 | ILP | Integrity Constraints in ILP Using a Monte Carlo Approach. | Alpio Jorge, Pavel Brazdil |
| 1995 | EPIA | Characterization of Classification Algorithms. | Joo Gama, Pavel Brazdil |
| 1994 | ECAI | Learning by Refining Algorithm Sketches. | Pavel Brazdil, Alpio Jorge |
| 1992 | ICCI | A Method of Processing Unknown Attribute Values by ID3. | Pavel Brazdil, Ivan Bruha |
| 1991 | ALT | Learning in multi-agent environments. | Pavel Brazdil |
| 1984 | ECAI | Use of Derivation Trees in Discrimination. | Pavel Brazdil |
| 1978 | ECAI | Experimental Learning Model. | Pavel Brazdil |
| 1977 | IJCAI | Learning Simple Arithmetic. | Pavel Brazdil |