Adriano Rivolli

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 18

Top Topics

Binary Classifiers

Multilabel Classification

Top Venues

Publications

Pedro B. Pio, Adriano Rivolli, André C. P. L. F. de Carvalho, Luís Paulo F. Garcia
A review on preprocessing algorithm selection with meta-learning. Knowl. Inf. Syst. 66 (1) (2024)
Daniela L. Freire, Alex M. G. de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho
Threshold-Based Classification to Enhance Confidence in Open Set of Legal Texts. IDEAL (2023)
Daniela L. Freire, Alex M. G. de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho
Exploratory Study of Data Sampling Methods for Imbalanced Legal Text Classification. HAIS (2023)
Adriano Rivolli, Luís Paulo F. Garcia, Carlos Soares, Joaquin Vanschoren, André C. P. L. F. de Carvalho
Meta-features for meta-learning. Knowl. Based Syst. 240 (2022)
Mikhail M. Meskhi, Adriano Rivolli, Rafael G. Mantovani, Ricardo Vilalta
Learning Abstract Task Representations. MetaDL@AAAI (2021)
Luís Paulo F. Garcia, Felipe Campelo, Guilherme N. Ramos, Adriano Rivolli, André C. P. L. F. de Carvalho
Evaluating Clustering Meta-features for Classifier Recommendation. BRACIS (1) (2021)
Adriano Rivolli, Luís Paulo F. Garcia, Ana Carolina Lorena, André C. P. L. F. de Carvalho
A Study of the Correlation of Metafeatures Used for Metalearning. IWANN (1) (2021)
Mikhail M. Meskhi, Adriano Rivolli, Rafael G. Mantovani, Ricardo Vilalta
Learning Abstract Task Representations. CoRR (2021)
Edesio Alcobaça, Felipe Siqueira, Adriano Rivolli, Luís Paulo F. Garcia, Jefferson Tales Oliva, André C. P. L. F. de Carvalho
MFE: Towards reproducible meta-feature extraction. J. Mach. Learn. Res. 21 (2020)
Luís Paulo F. Garcia, Adriano Rivolli, Edesio Alcobaça, Ana Carolina Lorena, André C. P. L. F. de Carvalho
Boosting meta-learning with simulated data complexity measures. Intell. Data Anal. 24 (5) (2020)
Adriano Rivolli, Jesse Read, Carlos Soares, Bernhard Pfahringer, André C. P. L. F. de Carvalho
An empirical analysis of binary transformation strategies and base algorithms for multi-label learning. Mach. Learn. 109 (8) (2020)
Adriano Rivolli, Catarina Amaral, Luís Guardão, Cláudio Rebelo de Sá, Carlos Soares
KnowBots: Discovering Relevant Patterns in Chatbot Dialogues. DS (2019)
Adriano Rivolli, André C. P. L. F. de Carvalho
The utiml Package: Multi-label Classification in R. R J. 10 (2) (2018)
Adriano Rivolli, Carlos Soares, André C. P. L. F. de Carvalho
Label Expansion for Multi-label Classification. BRACIS (2018)
Adriano Rivolli, Luís Paulo F. Garcia, Carlos Soares, Joaquin Vanschoren, André C. P. L. F. de Carvalho
Towards Reproducible Empirical Research in Meta-Learning. CoRR (2018)
Adriano Rivolli, Carlos Soares, André C. P. L. F. de Carvalho
Enhancing multilabel classification for food truck recommendation. Expert Syst. J. Knowl. Eng. 35 (4) (2018)
Pedro Oliveira da Silva, Adriano Rivolli, Pedro Rocha, Francisco Correia, Carlos Soares
Machine Learning for Drugs Prescription. IDEAL (1) (2018)
Adriano Rivolli, Larissa C. Parker, André C. P. L. F. de Carvalho
Food Truck Recommendation Using Multi-label Classification. EPIA (2017)
João Paulo Orlando, Adriano Rivolli, Saeed Hassanpour, Martin J. O'Connor, Amar K. Das, Dilvan A. Moreira
SWRL Rule Editor - A Web Application as Rich as Desktop Business Rule Editors. ICEIS (2) (2012)
Adriano Rivolli, João Paulo Orlando, Dilvan A. Moreira
An Analysis of Rules-based Systems to Improve SWRL Tools. ICEIS (4) (2011)
Adriano Rivolli, Diogo A. Marinho, Luciano T. E. Pansanato
WAUTT: uma ferramenta para o rastreamento da interação do usuário com aplicações interativas web. WebMedia (Companion) (2008)
Adriano Rivolli, Diogo A. Marinho, Luciano T. E. Pansanato
Uma abordagem para o rastreamento da interaçao do usuário com aplicações interativas web. WebMedia (2008)