Denis Mayr Lima Martins

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Feature Engineering

Decision Support

Top Venues

Publications

Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke
CLIP-Branches: Interactive Fine-Tuning for Text-Image Retrieval. CoRR (2024)
Denis Mayr Lima Martins, Christian Lülf, Fabian Gieseke
Training neural networks end-to-end for hyperbox-based classification. Neurocomputing 599 (2024)
Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke
Interactive Fine-Tuning for Text-Image Retrieval. SIGIR (2024)
Thiego Buenos Aires de Carvalho, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto
Human-in-the-Loop Evolution of Database Views for Data Exploration. LA-CCI (2023)
Denis Mayr Lima Martins, Gottfried Vossen
Self-Organizing Maps for Data Purchase Support in Data Marketplaces. ICCCI (2023)
Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke
RapidEarth: A Search-by-Classification Engine for Large-Scale Geospatial Imagery. CoRR (2023)
Denis Mayr Lima Martins, Christian Lülf, Fabian Gieseke
End-to-End Neural Network Training for Hyperbox-Based Classification. CoRR (2023)
Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke
Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests. Proc. VLDB Endow. 16 (11) (2023)
Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke
RapidEarth: A Search-by-Classification Engine for Large-Scale Geospatial Imagery. SIGSPATIAL/GIS (2023)
Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke
Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests. CoRR (2023)
João Victor T. De Souza Abreu, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto
Evolving Interpretable Classification Models via Readability-Enhanced Genetic Programming. SSCI (2022)
Buenos Aires de Carvalho, Denis Mayr Lima Martins, Fernando B. Lima Neto, Gottfried Vossen
Recommending View Bundles in Data Marketplaces. SMC (2022)
Ireneusz Czarnowski, Denis Mayr Lima Martins
Impact of Clustering on a Synthetic Instance Generation in Imbalanced Data Streams Classification. ICCS (1) (2022)
Buenos Aires de Carvalho, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto
MapView: Exploring Datasets via Unsupervised View Recommendation. LA-CCI (2021)
Ericks da Silva Rodrigues, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto
Self-Organizing Transformations for Automatic Feature Engineering. SSCI (2021)
Ericks da Silva Rodrigues, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto
Automatic Feature Engineering Using Self-Organizing Maps. LA-CCI (2021)
Denis Mayr Lima Martins, Fernando Buarque de Lima Neto
Hybrid Intelligent Decision Support Using a Semiotic Case-Based Reasoning and Self-Organizing Maps. IEEE Trans. Syst. Man Cybern. Syst. 50 (3) (2020)
Marcin Maleszka, Bernadetta Maleszka, Dariusz Król, Marcin Hernes, Denis Mayr Lima Martins, Leschek Homann, Gottfried Vossen
A Modular Diversity Based Reviewer Recommendation System. ACIIDS (Companion) (2020)
Leschek Homann, Denis Mayr Lima Martins, Gottfried Vossen, Karsten Kraume
Enhancing Traditional Recommender Systems via Social Communities. Vietnam. J. Comput. Sci. 6 (1) (2019)
Denis Mayr Lima Martins
Reverse engineering database queries from examples: State-of-the-art, challenges, and research opportunities. Inf. Syst. 83 (2019)
Denis Mayr Lima Martins, Jens Lechtenbörger, Gottfried Vossen
Supporting Customers with Limited Budget in Data Marketplaces. LA-CCI (2019)
Denis Mayr Lima Martins, Gottfried Vossen, Marcin Maleszka
Supporting Online Data Purchase by Preference Recommendation. SMC (2018)
Leschek Homann, Bernadetta Maleszka, Denis Mayr Lima Martins, Gottfried Vossen
A Generic Framework for Collaborative Filtering Based on Social Collective Recommendation. ICCCI (1) (2018)
Denis Mayr Lima Martins, Gottfried Vossen, Fernando Buarque de Lima Neto
Discovering SQL Queries from Examples using Intelligent Algorithms. LA-CCI (2018)
Fernando Buarque de Lima Neto, Denis Mayr Lima Martins, Gottfried Vossen
A semiotic-inspired machine for personalized multi-criteria intelligent decision support. Data Knowl. Eng. 117 (2018)
Denis Mayr Lima Martins, Gottfried Vossen, Fernando Buarque de Lima Neto
Learning database queries via intelligent semiotic machines. LA-CCI (2017)
Denis Mayr Lima Martins, Gottfried Vossen, Fernando Buarque de Lima Neto
Intelligent decision support for data purchase. WI (2017)
Gerrit Kasper, Diego de Siqueira Braga, Denis Mayr Lima Martins, Bernd Hellingrath
User profile acquisition: A comprehensive framework to support personal information agents. LA-CCI (2017)