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Publications

Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests

Lülf, Christian; Lima Martins, Denis Mayr; Vaz Salles, Marcos Antonio; Zhou, Yongluan; Gieseke, Fabian (2023)
In: VLDB Endowment (eds.), Proceedings of the VLDB Endowment. Vancouver: .
Type of Publication: Research article in edited proceedings (conference)

End-to-End Neural Network Training for Hyperbox-Based Classification

Lima Martins, Denis Mayr; Lülf, Christian; Gieseke, Fabian (2023)
In: (eds.), 31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning..
Type of Publication: Research article in edited proceedings (conference)

RapidEarth: A Search Engine for Large-Scale Geospatial Imagery

Lülf, Christian; Lima Martins, Denis Mayr; Vaz Salles, Marcos Antonio; Zhou, Yongluan; Gieseke, Fabian (2023)
In: (eds.), Proceedings of the 31st International Conference on Advances in Geographic Information Systems, SIGSPATIAL, Demo Paper, 2023..
Type of Publication: Research article in edited proceedings (conference)

Self-Organizing Maps for Data Purchase Support in Data Marketplaces

Martins, Denis Mayr Lima; Vossen, Gottfried (2023)
In: Ngoc Thanh Nguyen, János Botzheim, László Gulyás, Manuel Núñez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz (eds.), Computational Collective Intelligence. Heidelberg: .
Type of Publication: Research article in edited proceedings (conference)

Evolving Interpretable Classification Models via Readability-Enhanced Genetic Programming

Souza Abreu JVT, Martins DML, Lima Neto FB (2022)
In: Ishibuchi, Hisao; Kwoh, Chee-Keong; Tan, Ah-Hwee; Srinivasan, Dipti; Miao, Chunyan; Trivedi, Anupam; Crockett, Keeley (eds.), Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence (SSCI 2022), 4 – 7 December 2022, Singapore. Singapur: .
Type of Publication: Research article in edited proceedings (conference)

Recommending View Bundles in Data Marketplaces

Carvalho TBA, Martins DML, Lima Neto FB, Vossen G (2022)
In: IEEE (eds.), IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022, Prague, Czech Republic, October 9-12, 2022. Prague, Czech Republic: .
Type of Publication: Research article in edited proceedings (conference)

Impact of Clustering on a Synthetic Instance Generation in Imbalanced Data Streams Classification

Czarnowski I, Martins DML (2022)
In: Groen D, Mulatier C, Paszynski M, Krzhizhanovskaya VV, Dongarra JJ, Sloot PMA (eds.), Computational Science - {ICCS} 2022 - 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part {II}. Cham: .
Type of Publication: Research article in edited proceedings (conference)

MapView: Exploring Datasets via Unsupervised View Recommendation

Carvalho TBA, Martins DML, Lima Neto FB (2021)
In: unknown, unknown; (eds.), {IEEE} Latin American Conference on Computational Intelligence, {LA-CCI} 2021, Temuco, Chile, November 2-4, 2021. Temuco, Chile: .
Type of Publication: Research article in edited proceedings (conference)

Automatic Feature Engineering Using Self-Organizing Maps

Silva Rodrigues E, Martins DML, Lima Neto FB (2021)
In: Unknown, Unknown; (eds.), {IEEE} Latin American Conference on Computational Intelligence, {LA-CCI} 2021, Temuco, Chile, November 2-4, 2021. Temuco, Chile: .
Type of Publication: Research article in edited proceedings (conference)

Self-Organizing Transformations for Automatic Feature Engineering

Silva Rodrigues E, Martins DML, Lima Neto FB (2021)
In: unknown, unknown; (eds.), 2021 IEEE Symposium Series on Computational Intelligence (SSCI). Orlando: .
Type of Publication: Research article in edited proceedings (conference)