Lucas Pascotti Valem
Lucas Pascotti Valem
Computer Science, UNESP
E-mail confirmado em rc.unesp.br - Página inicial
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Effective, efficient, and scalable unsupervised distance learning in image retrieval tasks
LP Valem, DCG Pedronette, RS Torres, E Borin, J Almeida
Proceedings of the 5th ACM on International Conference on Multimedia …, 2015
132015
Unsupervised similarity learning through cartesian product of ranking references for image retrieval tasks
LP Valem, DCG Pedronette
2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2016
82016
Multimedia retrieval through unsupervised hypergraph-based manifold ranking
DCG Pedronette, LP Valem, J Almeida, RS Torres
IEEE Transactions on Image Processing 28 (12), 5824-5838, 2019
72019
Unsupervised similarity learning through Cartesian product of ranking references
LP Valem, DCG Pedronette, J Almeida
Pattern Recognition Letters 114, 41-52, 2018
62018
Selection and combination of unsupervised learning methods for image retrieval
LP Valem, DCG Pedronette
Proceedings of the 15th International Workshop on Content-Based Multimedia …, 2017
62017
An unsupervised distance learning framework for multimedia retrieval
LP Valem, DCG Pedronette
Proceedings of the 2017 ACM on International Conference on Multimedia …, 2017
52017
A rank aggregation framework for video interestingness prediction
J Almeida, LP Valem, DCG Pedronette
International Conference on Image Analysis and Processing, 3-14, 2017
42017
An unsupervised genetic algorithm framework for rank selection and fusion on image retrieval
LP Valem, DCG Pedronette
Proceedings of the 2019 on International Conference on Multimedia Retrieval …, 2019
32019
Unsupervised similarity learning through rank correlation and kNN sets
LP Valem, CRD Oliveira, DCG Pedronette, J Almeida
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2018
32018
Unsupervised selective rank fusion for image retrieval tasks
LP Valem, DCG Pedronette
Neurocomputing 377, 182-199, 2020
22020
Manifold correlation graph for semi-supervised learning
LP Valem, DCG Pedronette, F Breve, IR Guilherme
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
22018
Graph-based selective rank fusion for unsupervised image retrieval
LP Valem, DCG Pedronette
Pattern Recognition Letters, 2020
12020
Combinação seletiva não supervisionada de listas ranqueadas aplicada à busca de imagens pelo conteúdo
LP Valem
Universidade Estadual Paulista (UNESP), 2019
12019
A BFS-Tree of Ranking References for Unsupervised Manifold Learning
DCG Pedronette, LP Valem, RS Torres
Pattern Recognition, 107666, 2020
2020
RaDE: A Rank-based Graph Embedding Approach.
FA de Fernando, DCG Pedronette, GJ de Sousa, LP Valem, IR Guilherme
VISIGRAPP (5: VISAPP), 142-152, 2020
2020
Manifold Learning-based Clustering Approach Applied to Anomaly Detection in Surveillance Videos.
LT Lopes, LP Valem, DCG Pedronette, IR Guilherme, JP Papa, ...
VISIGRAPP (5: VISAPP), 404-412, 2020
2020
Unsupervised Selective Rank Fusion on Content-Based Image Retrieval
LP Valem, DCG Pedronette
Anais Estendidos da XXXII Conference on Graphics, Patterns and Images, 63-69, 2019
2019
Unsupervised Effectiveness Estimation Through Intersection of Ranking References
JGC Presotto, LP Valem, DCG Pedronette
International Conference on Computer Analysis of Images and Patterns, 231-244, 2019
2019
UDLF: unsupervised distance learning framework for multimedia retrieval
LP Valem, DC Guimarães Pedronette
ACM SIGMultimedia Records 9 (2), 1, 2017
2017
Método de Aprendizado Nao Supervisionado Baseado no Produto Cartesiano de Rankings para Busca de Imagens
LP Valem, DCG Pedronette
Anais do XXXVI Concurso de Trabalhos de Iniciação Científica da SBC, 2017
2017
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