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TITLE: Symbolic Data Analysis to Improve Completeness of Model Combination Methods
AUTHORS: Strecht, Pedro ; Mendes Moreira, Joao ; Soares, Carlos ;
PUBLISHED: 2024, SOURCE: 36th Australasian Joint Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE, AI 2023, PT II, VOLUME: 14472
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TITLE: Curbing Dropout: Predictive Analytics at the University of Porto
AUTHORS: Luís Blanquet; João Grilo; Pedro Strecht ; Ana Camanho ;
PUBLISHED: 2023, SOURCE: 23.a Conferencia da Associacao Portuguesa de Sistemas de Informacao, CAPSI 2023 - 23rd Conference of the Portuguese Association for Information Systems, CAPSI 2023 in Atas da Conferencia da Associacao Portuguesa de Sistemas de Informacao
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TITLE: Density Estimation in High-Dimensional Spaces: A Multivariate Histogram Approach
AUTHORS: Strecht, Pedro ; Mendes Moreira, Joao ; Soares, Carlos ;
PUBLISHED: 2022, SOURCE: 18th International Conference on Advanced Data Mining and Applications (ADMA) in ADVANCED DATA MINING AND APPLICATIONS, ADMA 2022, PT II, VOLUME: 13726
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4
TITLE: Inmplode: A framework to interpret multiple related rule-based models  Full Text
AUTHORS: Strecht, P ; Mendes Moreira, J ; Soares, C ;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS, VOLUME: 38, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 4
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5
TITLE: A Framework for Analytical Approaches to Combine Interpretable Models
AUTHORS: Pedro Strecht ; João Mendes Moreira ; Carlos Soares ;
PUBLISHED: 2018, SOURCE: 5th International Conference on Information Management and Big Data, SIMBig 2018 in Information Management and Big Data, 5th International Conference, SIMBig 2018, Lima, Peru, September 3-5, 2018, Proceedings., VOLUME: 898
INDEXED IN: Scopus DBLP CrossRef: 1
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6
TITLE: Generalizing Knowledge in Decentralized Rule-Based Models
AUTHORS: Pedro Strecht ; João Mendes Moreira ; Carlos Soares ;
PUBLISHED: 2018, SOURCE: Workshops Nemesis, UrbReas, SoGood, IWAISe, and Green Data Mining, held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018 in ECML PKDD 2018 Workshops - DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers, VOLUME: 967
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7
TITLE: A Comparative Study of Regression and Classification Algorithms for Modelling Students' Academic Performance PDF
AUTHORS: Pedro Strecht ; Luis Cruz; Carlos Soares ; João Mendes Moreira ; Rui Abreu ;
PUBLISHED: 2015, SOURCE: Proceedings of the 8th International Conference on Educational Data Mining, EDM 2015, Madrid, Spain, June 26-29, 2015
INDEXED IN: DBLP
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TITLE: Merging Decision Trees: A Case Study in Predicting Student Performance
AUTHORS: Pedro Strecht ; Joao Mendes Moreira ; Carlos Soares ;
PUBLISHED: 2014, SOURCE: 10th International Conference on Advanced Data Mining and Applications (ADMA) in ADVANCED DATA MINING AND APPLICATIONS, ADMA 2014, VOLUME: 8933
INDEXED IN: Scopus WOS DBLP CrossRef: 15
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