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Author search results
Likely matches
- Leonardo Rocha 0001
aka: Leonardo C. da Rocha, Leonardo Chaves Dutra da Rocha
Federal University of São João del-Rei, Brazil
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Publication search results
found 133 matches
- 2024
- Guilherme Andrade, Willian Barreiros, Leonardo Rocha
, Renato Ferreira, George Teodoro:
Large-scale response-aware online ANN search in dynamic datasets. Clust. Comput. 27(3): 3499-3519 (2024) - Celso França
, Rennan C. Lima
, Cláudio M. V. de Andrade, Washington Cunha, Pedro O. S. Vaz de Melo
, Berthier A. Ribeiro-Neto, Leonardo Rocha
, Rodrygo L. T. Santos, Adriana S. Pagano
, Marcos André Gonçalves
:
On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval. Neurocomputing 600: 128172 (2024) - Felipe Viegas
, Sérgio D. Canuto
, Washington Cunha
, Celso França
, Cláudio M. V. de Andrade, Guilherme Fonseca
, Ana Machado
, Leonardo Rocha
, Marcos André Gonçalves
:
Pipelining Semantic Expansion and Noise Filtering for Sentiment Analysis of Short Documents - CluSent Method. J. Interact. Syst. 15(1): 561-575 (2024) - Yan Andrade, Matheus Pimenta, Gabriel Amarante, Antônio Hot Faria, Marcelo Vilas-Boas, João Paulo da Silva, Felipe Rocha, Jamicel da Silva, Wagner Meira Jr., George Teodoro, Leonardo Rocha
, Renato Ferreira:
A Descriptive and Predictive Analysis Tool for Criminal Data: A Case Study from Brazil. ICCSA (2) 2024: 151-169 - Julio Rodrigues, Charles de Barros, Diego R. C. Dias
, Marcelo de Paiva Guimarães
, Elisa Tuler
, Leonardo Rocha
:
Identification of Malicious URLs: A Purely Lexical Approach. ICCSA (2) 2024: 397-407 - Fabiano Belém, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Leonardo Rocha, Marcos André Gonçalves:
A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks. CoRR abs/2407.17284 (2024) - 2023
- Washington Cunha
, Felipe Viegas
, Celso França
, Thierson Rosa
, Leonardo Rocha
, Marcos André Gonçalves:
A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification. ACM Comput. Surv. 55(13s): 265:1-265:52 (2023) - Rodrigo Ribeiro Caputo, Edimilson Batista dos Santos
, Leonardo Chaves Dutra da Rocha
:
Convolutional neural networks applied to data organized as OLAP cubes. Expert Syst. J. Knowl. Eng. 40(10) (2023) - Cláudio Moisés Valiense de Andrade
, Fabiano Belém, Washington Cunha, Celso França, Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves:
On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!". Inf. Process. Manag. 60(4): 103336 (2023) - Nícollas Silva
, Thiago Silva
, Heitor Werneck
, Leonardo Rocha
, Adriano C. M. Pereira
:
User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User's Experience. Trans. Recomm. Syst. 1(1): 1-24 (2023) - Yan Andrade, Nícollas Campos Silva, Adriano C. M. Pereira
, Elisa Tuler, Cleverson Vieira
, Marcelo de Paiva Guimarães, Diego Dias, Leonardo Rocha:
Integrating Counterfactual Evaluations into Traditional Interactive Recommendation Frameworks. ICCSA (1) 2023: 635-647 - Marcus Oliveira
, Cleverson Vieira
, Ana Paula De Filippo
, Michel Carlo Rodrigues Leles
, Diego Roberto Colombo Dias
, Marcelo de Paiva Guimarães, Elisa Tuler, Leonardo Rocha:
Automatic Features Extraction from the Optic Cup and Disc Segmentation for Glaucoma Classification. ICCSA (1) 2023: 550-563 - Welton Santos, Washington Cunha, Celso França, Guilherme Fonseca, Sérgio D. Canuto, Leonardo Rocha, Marcos André Gonçalves:
Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis. SBBD 2023: 408-413 - Washington Cunha
, Celso França
, Guilherme Fonseca
, Leonardo Rocha
, Marcos André Gonçalves
:
An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification. SIGIR 2023: 665-674 - Nícollas Silva, Thiago Silva
, Henrique Hott
, Yan Ribeiro
, Adriano C. M. Pereira
, Leonardo Rocha:
Exploring Scenarios of Uncertainty about the Users' Preferences in Interactive Recommendation Systems. SIGIR 2023: 1178-1187 - Yan Andrade
, Nícollas Silva
, Thiago Silva
, Adriano C. M. Pereira
, Diego Roberto Colombo Dias
, Elisa Tuler de Albergaria
, Leonardo Rocha
:
A Complete Framework for Offline and Counterfactual Evaluations of Interactive Recommendation Systems. WebMedia 2023: 193-197 - Guilherme Bittencourt
, Guilherme Fonseca
, Yan Andrade
, Nícollas Silva
, Leonardo Rocha
:
A Survey on Review - Aware Recommendation Systems. WebMedia 2023: 198-207 - Antônio Pereira De Souza Júnior
, Felipe Viegas
, Marcos André Gonçalves
, Leonardo Rocha
:
Evaluating the Limits of the Current Evaluation Metrics for Topic Modeling. WebMedia 2023: 119-127 - Felipe Viegas
, Sérgio D. Canuto
, Washington Cunha
, Celso França
, Cláudio Moisés Valiense de Andrade, Leonardo Rocha
, Marcos André Gonçalves
:
CluSent - Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts. WebMedia 2023: 110-118 - Cleverson Marques Vieira
, Marcus Vinícius De Castro Oliveira
, Marcelo de Paiva Guimarães
, Leonardo Rocha
, Diego Roberto Colombo Dias
:
Applied Explainable Artificial Intelligence (XAI) in the classification of retinal images for support in the diagnosis of Glaucoma. WebMedia 2023: 82-90 - Washington Cunha, Celso França, Leonardo Rocha, Marcos André Gonçalves:
TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method. CoRR abs/2310.03491 (2023) - André Levi Zanon, Marcelo Garcia Manzato, Leonardo Rocha:
Offline Metrics for Evaluating Explanation Goals in Recommender Systems. CoRR abs/2310.14379 (2023) - 2022
- Nícollas Silva
, Heitor Werneck
, Thiago Silva
, Adriano C. M. Pereira
, Leonardo Rocha
:
Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions. Expert Syst. Appl. 197: 116669 (2022) - Heitor Werneck
, Nícollas Silva
, Adriano C. M. Pereira
, Matheus Carvalho Viana, Alejandro Bellogín
, Jorge Martínez Gil, Fernando Mourão, Leonardo Rocha
:
A reproducible POI recommendation framework: Works mapping and benchmark evaluation. Inf. Syst. 108: 102019 (2022) - André L. Zanon
, Leonardo Chaves Dutra da Rocha, Marcelo Garcia Manzato:
Balancing the trade-off between accuracy and diversity in recommender systems with personalized explanations based on Linked Open Data. Knowl. Based Syst. 252: 109333 (2022) - Luis Guilherme Silva Rodrigues
, Diego Roberto Colombo Dias
, Marcelo de Paiva Guimarães
, Alexandre Fonseca Brandão
, Leonardo C. da Rocha
, Rogério Luiz Iope, José Remo Ferreira Brega:
Supervised Classification of Motor-Rehabilitation Body Movements with RGB Cameras and Pose Tracking Data. J. Interact. Syst. 13(1): 221-231 (2022) - Felipe Viegas, Antônio Pereira De Souza Júnior, Pablo Cecilio
, Elisa Tuler, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha
:
Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modeling. Scientometrics 127(8): 5005-5026 (2022) - Tiago Trotta
, Leonardo Rocha
, Telma Rosa de Andrade, Marcelo de Paiva Guimarães
, Diego Roberto Colombo Dias
:
C-Libras: A Gesture Recognition App for the Brazilian Sign Language. ICCSA (1) 2022: 603-618 - Heitor Werneck, Nícollas Silva, Carlos Mito, Adriano C. M. Pereira
, Elisa Tuler, Diego Dias, Leonardo Rocha:
A Stacking Recommender System Based on Contextual Information for Fashion Retails. ICCSA (1) 2022: 560-574 - Thiago Silva, Nícollas Silva, Heitor Werneck, Carlos Mito, Adriano C. M. Pereira
, Leonardo Rocha:
iRec: An Interactive Recommendation Framework. SIGIR 2022: 3165-3175
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