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Lucas C. Scabora

Lucas de Carvalho Scabora

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Journal Articles

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2022
[j6]
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  - journals/jidm/CazzolatoSZGTT22
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Mirela T. Cazzolato, Lucas C. Scabora, Guilherme F. Zabot, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina:
FeatSet+: Visual Features Extracted from Public Image Datasets. J. Inf. Data Manag. 13(1) (2022)
2021
[j5]
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Mirela T. Cazzolato, Jonathan S. Ramos, Lucas Santiago Rodrigues, Lucas C. Scabora, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Paulo Mazzoncini de Azevedo Marques, Caetano Traina Jr., Agma J. M. Traina:
The UTrack framework for segmenting and measuring dermatological ulcers through telemedicine. Comput. Biol. Medicine 134: 104489 (2021)
2020
[j4]
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Daniel Y. T. Chino, Lucas C. Scabora, Mirela T. Cazzolato, Ana Elisa Serafim Jorge, Caetano Traina Jr., Agma J. M. Traina:
Segmenting skin ulcers and measuring the wound area using deep convolutional networks. Comput. Methods Programs Biomed. 191: 105376 (2020)
2019
[j3]
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Mirela T. Cazzolato, Lucas C. Scabora, Marcos R. Nesso Jr., Luis Fernando Milano Oliveira, Alceu Ferraz Costa, Daniel S. Kaster, Marcel Koenigkam-Santos, Paulo Mazzoncini de Azevedo Marques, Caetano Traina Jr., Agma J. M. Traina:
dp-BREATH: Heat maps and probabilistic classification assisting the analysis of abnormal lung regions. Comput. Methods Programs Biomed. 173: 27-34 (2019)
[j2]
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Paulo H. Oliveira, Lucas C. Scabora, Mirela T. Cazzolato, Willian D. Oliveira, Rafael S. Paixão, Agma J. M. Traina, Caetano Traina:
Employing Domain Indexes to Efficiently Query Medical Data From Multiple Repositories. IEEE J. Biomed. Health Informatics 23(6): 2220-2229 (2019)
2018
[j1]
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Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Daniel S. Kaster, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Júnior:
Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row. J. Inf. Data Manag. 9(1): 20-35 (2018)

Conference and Workshop Papers

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2021
[c19]
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Alexander Ylnner Choquenaira Florez, Lucas C. Scabora, Danilo Medeiros Eler, José F. Rodrigues Jr.:
APEHR: Automated Prognosis in Electronic Health Records using multi-head self-attention. CBMS 2021: 277-282
[c18]
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Andre Moriyama, Lucas Santiago Rodrigues, Lucas C. Scabora, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina:
VD-tree: how to build an efficient and fit metric access method using voronoi diagrams. SAC 2021: 327-335
[c17]
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Lucas C. Scabora, Gabriel Spadon, Mirela T. Cazzolato, Daniel S. Kaster, Agma J. M. Traina, José F. Rodrigues Jr., Caetano Traina Jr.:
SHARq: sharing recursive queries in relational databases. SAC 2021: 336-339
2020
[c16]
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Mirela T. Cazzolato, Jonathan S. Ramos, Lucas Santiago Rodrigues, Lucas C. Scabora, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Paulo Mazzoncini de Azevedo Marques, Caetano Traina, Agma J. M. Traina:
Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting Telemedicine. CBMS 2020: 356-361
[c15]
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Alexander Ylnner Choquenaira Florez, Lucas C. Scabora, Sihem Amer-Yahia, José Fernando Rodrigues Júnior:
Augmentation Techniques for Sequential Clinical Data to Improve Deep Learning Prediction Techniques. CBMS 2020: 597-602
[c14]
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Lucas C. Scabora, Gabriel Spadon, Paulo H. Oliveira, José F. Rodrigues Jr., Caetano Traina Jr.:
Enhancing recursive graph querying on RDBMS with data clustering approaches. SAC 2020: 404-411
2019
[c13]
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Guilherme F. Zabot, Mirela T. Cazzolato, Lucas C. Scabora, Bruno S. Faiçal, Agma J. M. Traina, Caetano Traina:
UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Images. CBMS 2019: 306-311
[c12]
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Guilherme F. Zabot, Mirela T. Cazzolato, Lucas C. Scabora, Agma J. M. Traina, Caetano Traina:
Efficient Indexing of Multiple Metric Spaces with Spectra. ISM 2019: 169-176
[c11]
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Mirela T. Cazzolato, Lucas Santiago Rodrigues, Lucas C. Scabora, Guilherme F. Zabot, Guilherme Q. Vasconcelos, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina:
A DBMS-Based Framework for Content-Based Retrieval and Analysis of Skin Ulcer Images in Medical Practice. SBBD 2019: 109-120
2018
[c10]
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Marcos Roberto Nesso Junior, Mirela T. Cazzolato, Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Jéssica Andressa de Souza, Willian D. Oliveira, Daniel Y. T. Chino, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina:
RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. CBMS 2018: 71-76
[c9]
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Daniel Yoshinobu Takada Chino, Lucas de Carvalho Scabora, Mirela Teixeira Cazzolato, Ana Elisa Serafim Jorge, Caetano Traina, Agma Juci Machado Traina:
ICARUS: Retrieving Skin Ulcer Images through Bag-of-Signatures. CBMS 2018: 82-87
[c8]
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Daniel Y. T. Chino, Lucas C. Scabora, Caetano Traina Jr., Agma J. M. Traina:
BoSS: image retrieval using bag-of-superpixels signatures. SAC 2018: 309-312
[c7]
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Gabriel Spadon, Lucas C. Scabora, Marcos R. Nesso Jr., Caetano Traina Jr., José F. Rodrigues Jr.:
Caracterização Topológica de Redes Viárias por Meio da Análise de Vetores de Características e Técnicas de Agrupamento. SBBD 2018: 157-168
2017
[c6]
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Mirela Teixeira Cazzolato, Lucas de Carvalho Scabora, Alceu Ferraz Costa, Marcos Roberto Nesso Junior, Luis Fernando Milano Oliveira, Daniel dos Santos Kaster, Caetano Traina Júnior, Agma Juci Machado Traina:
BREATH: Heat Maps Assisting the Detection of Abnormal Lung Regions in CT Scans. CBMS 2017: 248-253
[c5]
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Paulo H. Oliveira, Lucas C. Scabora, Mirela T. Cazzolato, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina Jr.:
Efficiently Indexing Multiple Repositories of Medical Image Databases. CBMS 2017: 286-291
[c4]
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Gabriel Spadon, Lucas C. Scabora, Paulo H. Oliveira, Marcus V. S. Araujo, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.:
Behavioral Characterization of Criminality Spread in Cities. ICCS 2017: 2537-2541
[c3]
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Paulo H. Oliveira, Lucas C. Scabora, Caetano Traina Jr., Daniel S. Kaster:
One index to dominate them all: domain indexes for improving queries across multiple tables. SAC 2017: 900-905
[c2]
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Lucas C. Scabora, Paulo H. Oliveira, Daniel S. Kaster, Agma J. M. Traina, Caetano Traina Jr.:
Relational graph data management on the edge: Grouping vertices' neighborhood with Edge-k. SBBD 2017: 124-135
2016
[c1]
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Lucas C. Scabora, Jaqueline Joice Brito, Ricardo Rodrigues Ciferri, Cristina Dutra de Aguiar Ciferri:
Physical Data Warehouse Design on NoSQL Databases - OLAP Query Processing over HBase. ICEIS (1) 2016: 111-118

Informal and Other Publications

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2016
[i1]
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Gabriel Spadon, Lucas C. Scabora, Marcus V. S. Araujo, Paulo H. Oliveira, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.:
Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR abs/1612.06115 (2016)

Coauthor Index

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