Lucas Pascotti Valem

Author

Universidade Estadual Paulista (Unesp)ORCID

Also Known As

L.P. Valem, Lucas P. Valem, Lucas P. Valem, Lucas Pascotti Valem, Lucas Valem

Publications

433

Citations

H-Index

Concepts

All Affiliations

Universidade Estadual Paulista (Unesp)Universidade Federal de São Paulo Universidade de São Paulo Temple University Universidade Estadual de Campinas (UNICAMP)

About

Lucas Pascotti Valem is an author at Universidade Estadual Paulista (Unesp) specializing in engineering, data science, and pattern recognition.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	204
2	Data Science	10	10	204
3	Computer Vision	8	8	161
4	Data Mining	5	5	121
5	Computer Science	3	3	49

Lucas Pascotti Valem

Publications

237

Citations

H-Index

Page 1

	Year	Citations
Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking Daniel Carlos Guimarães Pedronette, Lucas Pascotti Valem, Jurandy Almeida, IEEE Transactions on Image Processing Image AnalysisInformation RetrievalData ScienceMachine LearningImage Retrieval	2019	52
A BFS-Tree of ranking references for unsupervised manifold learning Daniel Carlos Guimarães Pedronette, Lucas Pascotti Valem, Ricardo da Silva Torres Pattern Recognition EngineeringMachine LearningData ScienceData MiningPattern Recognition	2020	23
Unsupervised selective rank fusion for image retrieval tasks Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette Neurocomputing Image AnalysisInformation RetrievalData ScienceMachine VisionImage Retrieval	2019	21
Unsupervised similarity learning through Cartesian product of ranking references Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Jurandy Almeida Pattern Recognition Letters Natural Language ProcessingRanking AlgorithmEngineeringInformation RetrievalData Science	2017	20
Graph Convolutional Networks based on manifold learning for semi-supervised image classification Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Longin Jan Latecki Computer Vision and Image Understanding Geometric LearningGraph Neural NetworkImage AnalysisGraph TheoryMachine Learning	2022	19
Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, EngineeringMachine LearningImage RetrievalImage SearchSeveral Descriptors	2015	16
Graph-based selective rank fusion for unsupervised image retrieval Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette Pattern Recognition Letters Machine VisionImage AnalysisData ScienceInformation RetrievalPattern Recognition	2020	14
An Unsupervised Distance Learning Framework for Multimedia Retrieval Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette EngineeringMachine LearningImage RetrievalConfiguration FileUnsupervised Machine Learning	2017	13
Unsupervised Similarity Learning through Rank Correlation and kNN Sets Lucas Pascotti Valem, Carlos Renan De Oliveira, Daniel Carlos Guimarães Pedronette, ACM Transactions on Multimedia Computing Communications and Applications EngineeringMachine LearningSimilarity MeasureDifferent Multimedia ObjectsVideo Retrieval	2018	13
Feature augmentation based on manifold ranking and LSTM for image classification Vanessa Helena Pereira-Ferrero, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette Expert Systems with Applications Data AugmentationImage ClassificationImage AnalysisMachine LearningData Science	2022	13

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