Denis Martins

According to our database, Denis Martins authored at least 29 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Training neural networks end-to-end for hyperbox-based classification.

Denis Mayr Lima Martins, Christian Lülf, Fabian Gieseke

Neurocomputing, 2024

CLIP-Branches: Interactive Fine-Tuning for Text-Image Retrieval.

Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke

CoRR, 2024

<i>CLIP-Branches: </i> Interactive Fine-Tuning for Text-Image Retrieval.

Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

2023

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

Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke

Proc. VLDB Endow., 2023

Human-in-the-Loop Evolution of Database Views for Data Exploration.

Thiego Buenos Aires de Carvalho, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

Self-Organizing Maps for Data Purchase Support in Data Marketplaces.

Denis Mayr Lima Martins, Gottfried Vossen

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

RapidEarth: A Search-by-Classification Engine for Large-Scale Geospatial Imagery.

Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

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

Denis Martins, Christian Lülf, Fabian Gieseke

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Evolving Interpretable Classification Models via Readability-Enhanced Genetic Programming.

João Victor T. De Souza Abreu, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Recommending View Bundles in Data Marketplaces.

Thiego Buenos Aires de Carvalho, Denis Mayr Lima Martins, Fernando B. Lima Neto, Gottfried Vossen

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

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

Ireneusz Czarnowski, Denis Mayr Lima Martins

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Self-Organizing Transformations for Automatic Feature Engineering.

Ericks da Silva Rodrigues, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Automatic Feature Engineering Using Self-Organizing Maps.

Ericks da Silva Rodrigues, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

MapView: Exploring Datasets via Unsupervised View Recommendation.

Thiego Buenos Aires de Carvalho, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

2020

Hybrid Intelligent Decision Support Using a Semiotic Case-Based Reasoning and Self-Organizing Maps.

Denis Mayr Lima Martins, Fernando Buarque de Lima Neto

IEEE Trans. Syst. Man Cybern. Syst., 2020

A Modular Diversity Based Reviewer Recommendation System.

Marcin Maleszka, Bernadetta Maleszka, Dariusz Król, Marcin Hernes, Denis Mayr Lima Martins, Leschek Homann, Gottfried Vossen

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

Enabling non-technical users to query and purchase data.

Denis Mayr Lima Martins

PhD thesis, 2019

Enhancing Traditional Recommender Systems via Social Communities.

Leschek Homann, Denis Mayr Lima Martins, Gottfried Vossen, Karsten Kraume

Vietnam. J. Comput. Sci., 2019

Reverse engineering database queries from examples: State-of-the-art, challenges, and research opportunities.

Denis Mayr Lima Martins

Inf. Syst., 2019

Supporting Customers with Limited Budget in Data Marketplaces.

Denis Mayr Lima Martins, Jens Lechtenbörger, Gottfried Vossen

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019

2018

A semiotic-inspired machine for personalized multi-criteria intelligent decision support.

Fernando Buarque de Lima Neto, Denis Mayr Lima Martins, Gottfried Vossen

Data Knowl. Eng., 2018

Supporting Online Data Purchase by Preference Recommendation.

Denis Mayr Lima Martins, Gottfried Vossen, Marcin Maleszka

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Discovering SQL Queries from Examples using Intelligent Algorithms.

Denis Mayr Lima Martins, Gottfried Vossen, Fernando Buarque de Lima Neto

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Influence Power Factor for User Interface Recommendation System.

Marek Krótkiewicz, Krystian Wojtkiewicz, Denis Martins

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

A Generic Framework for Collaborative Filtering Based on Social Collective Recommendation.

Leschek Homann, Bernadetta Maleszka, Denis Mayr Lima Martins, Gottfried Vossen

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017

Intelligent decision support for data purchase.

Denis Mayr Lima Martins, Gottfried Vossen, Fernando Buarque de Lima Neto

Proceedings of the International Conference on Web Intelligence, 2017

Learning database queries via intelligent semiotic machines.

Denis Mayr Lima Martins, Gottfried Vossen, Fernando Buarque de Lima Neto

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

User profile acquisition: A comprehensive framework to support personal information agents.

Gerrit Kasper, Diego de Siqueira Braga, Denis Mayr Lima Martins, Bernd Hellingrath

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

2014

Hybrid Subjective Decision Support System based on Computational Semiotics and Computational Intelligence Techniques.

Denis Martins, Fernando Buarque de Lima Neto

Res. Comput. Sci., 2014