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Mirela Teixeira Cazzolato
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2020 – today
- 2024
- [c34]Pratheeksha Nair, Javin Liu, Catalina Vajiac, Andreas M. Olligschlaeger, Duen Horng Chau, Mirela T. Cazzolato, Cara Jones, Christos Faloutsos, Reihaneh Rabbany:
T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking. AAAI 2024: 22276-22284 - [c33]Jean R. Ponciano, Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Agma J. M. Traina:
A symptom-based community-weighted similarity approach for inpatient health condition monitoring. CBMS 2024: 260-266 - [c32]Larissa Roberta Teixeira, Igor A. R. Eleutério, Mirela T. Cazzolato, Marco A. Gutierrez, Agma J. M. Traina, Caetano Traina Jr.:
KluSIM: Speeding up K-Medoids Clustering over Dimensional Data with Metric Access Method. ICEIS (1) 2024: 73-84 - [c31]Igor A. R. Eleutério, Mirela T. Cazzolato
, Larissa Roberta Teixeira
, Marco Antonio Gutierrez
, Agma Juci Machado Traina
, Caetano Traina
:
MIGUE-Sim: Speeding Up Similarity Queries with Native RDBMS Resources. SAC 2024: 321-328 - 2023
- [c30]Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Duen Horng Chau, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos:
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs. AAAI 2023: 16410-16412 - [c29]Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina:
Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. CBMS 2023: 117-122 - [c28]Mirela Teixeira Cazzolato, Saranya Vijayakumar
, Meng-Chieh Lee, Catalina Vajiac
, Namyong Park
, Pedro Fidalgo
, Agma J. M. Traina
, Christos Faloutsos
:
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs. CIKM 2023: 4509-4515 - 2022
- [j11]Mirela T. Cazzolato
, Agma J. M. Traina
, Klemens Böhm:
Establishing trajectories of moving objects without identities: The intricacies of cell tracking and a solution. Inf. Syst. 105: 101955 (2022) - [j10]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) - [j9]Mirela T. Cazzolato, Lucas Santiago Rodrigues, Marcela X. Ribeiro, Marco A. Gutierrez, Caetano Traina Jr., Agma J. M. Traina:
Sketch+ for Visual and Correlation-Based Exploratory Data Analysis: A Case Study with COVID-19 Databases. J. Inf. Data Manag. 13(2) (2022) - [c27]Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos:
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs. IEEE Big Data 2022: 2214-2217 - [c26]Jonathan S. Ramos, Erikson Júlio De Aguiar, Ivar Vargas Belizario
, Márcus V. L. Costa
, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning. CBMS 2022: 78-83 - 2021
- [j8]Felipe Taliar Giuntini
, Kauê L. de Moraes
, Mirela T. Cazzolato
, Luziane de Fátima Kirchner, Maria de Jesus Dutra dos Reis, Agma J. M. Traina
, Andrew Thomas Campbell, Jó Ueyama
:
Modeling and Assessing the Temporal Behavior of Emotional and Depressive User Interactions on Social Networks. IEEE Access 9: 93182-93194 (2021) - [j7]Felipe Taliar Giuntini
, Kauê L. de Moraes, Mirela T. Cazzolato
, Luziane de Fátima Kirchner, Maria de Jesus Dutra dos Reis, Agma J. M. Traina
, Andrew Thomas Campbell, Jó Ueyama
:
Tracing the Emotional Roadmap of Depressive Users on Social Media Through Sequential Pattern Mining. IEEE Access 9: 97621-97635 (2021) - [j6]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) - [c25]Jonathan S. Ramos, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina
, Marcello H. Nogueira-Barbosa, Agma J. M. Traina:
BEAUT: a radiomic approach to identify potential lumbar fractures in magnetic resonance imaging. CBMS 2021: 389-394 - [c24]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 - [c23]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 - [c22]Mirela T. Cazzolato, Lucas Santiago Rodrigues
, Marcela X. Ribeiro, Marco A. Gutierrez
, Caetano Traina Jr.
, Agma J. M. Traina:
Similarity Search and Correlation-Based Exploratory Analysis in EHRs: A Case Study with COVID-19 Databases. SBBD 2021: 25-36 - 2020
- [j5]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) - [j4]Felipe Taliar Giuntini
, Mirela T. Cazzolato, Maria de Jesus Dutra dos Reis, Andrew Thomas Campbell, Agma J. M. Traina, Jó Ueyama
:
A review on recognizing depression in social networks: challenges and opportunities. J. Ambient Intell. Humaniz. Comput. 11(11): 4713-4729 (2020) - [c21]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 - [c20]Jonathan S. Ramos, Mirela T. Cazzolato, Marcello H. Nogueira-Barbosa
, Agma J. M. Traina:
FINE: improving time and precision of segmentation techniques for vertebral compression fractures in MRI. SAC 2020: 198-201 - [c19]Lucas Santiago Rodrigues
, Mirela Teixeira Cazzolato, Agma Juci Machado Traina, Caetano Traina
:
Taking Advantage of Highly-Correlated Attributes in Similarity Queries with Missing Values. SISAP 2020: 168-176
2010 – 2019
- 2019
- [j3]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]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) - [c18]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 - [c17]Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal
, Marcello H. Nogueira-Barbosa
, Caetano Traina
, Agma J. M. Traina:
3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging. CBMS 2019: 435-440 - [c16]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 - [c15]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 - [c14]Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal
, Oscar A. C. Linares
, Marcello H. Nogueira-Barbosa
, Caetano Traina
, Agma J. M. Traina:
Fast and Smart Segmentation of Paraspinal Muscles in Magnetic Resonance Imaging with CleverSeg. SIBGRAPI 2019: 76-83 - [i2]Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Marcello H. Nogueira-Barbosa, Caetano Traina Jr., Agma J. M. Traina:
3DBGrowth: volumetric vertebrae segmentation and reconstruction in magnetic resonance imaging. CoRR abs/1906.10288 (2019) - 2018
- [c13]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 - [c12]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 - [c11]Mirela T. Cazzolato
, Agma J. M. Traina, Klemens Böhm:
Efficient and Reliable Estimation of Cell Positions. CIKM 2018: 1043-1052 - 2017
- [c10]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 - [c9]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 - [c8]Natan A. Laverde, Mirela T. Cazzolato
, Agma J. M. Traina, Caetano Traina Jr.:
Semantic Similarity Group By Operators for Metric Data. SISAP 2017: 247-261 - 2016
- [c7]Gustavo Blanco, Marcos Vinicius Naves Bedo, Mirela T. Cazzolato
, Lúcio F. D. Santos, Ana Elisa Serafim Jorge, Caetano Traina Jr., Paulo M. Azevedo-Marques, Agma J. M. Traina:
A Label-Scaled Similarity Measure for Content-Based Image Retrieval. ISM 2016: 20-25 - [c6]Mirela T. Cazzolato, Marcos Vinicius Naves Bedo, Alceu Ferraz Costa, Jéssica Andressa de Souza, Caetano Traina Jr., José Fernando Rodrigues Jr., Agma J. M. Traina:
Unveiling smoke in social images with the SmokeBlock approach. SAC 2016: 49-54 - [c5]Jéssica Andressa de Souza, Mirela T. Cazzolato, Agma J. M. Traina:
ClusMAM: fast and effective unsupervised clustering of large complex datasets using metric access methods. SAC 2016: 986-991 - 2015
- [c4]Marcos Vinicius Naves Bedo, Willian Dener de Oliveira, Mirela Teixeira Cazzolato, Alceu Ferraz Costa, Gustavo Blanco, José Fernando Rodrigues Jr.
, Agma J. M. Traina, Caetano Traina Jr.:
Fire Detection from Social Media Images by Means of Instance-Based Learning. ICEIS (Revised Selected Papers) 2015: 23-44 - [c3]Marcos Vinicius Naves Bedo, Gustavo Blanco, Willian D. Oliveira
, Mirela T. Cazzolato
, Alceu Ferraz Costa, José Fernando Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.:
Techniques for Effective and Efficient Fire Detection from Social Media Images. ICEIS (1) 2015: 34-45 - [i1]Marcos Vinicius Naves Bedo, Gustavo Blanco, Willian D. Oliveira, Mirela T. Cazzolato, Alceu Ferraz Costa, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Jr.:
Techniques for effective and efficient fire detection from social media images. CoRR abs/1506.03844 (2015) - 2014
- [j1]Mirela Teixeira Cazzolato, Marcela Xavier Ribeiro:
Classifying High-Speed Data Streams Using Statistical Decision Trees. J. Inf. Data Manag. 5(1): 84-93 (2014) - 2013
- [c2]Mirela Teixeira Cazzolato
, Marcela Xavier Ribeiro:
A statistical decision tree algorithm for medical data stream mining. CBMS 2013: 389-392 - [c1]Mirela Teixeira Cazzolato
, Marcela Xavier Ribeiro
, Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos:
A Statistical Decision Tree Algorithm for Data Stream Classification. ICEIS (1) 2013: 217-223
Coauthor Index
aka: Marcello H. Nogueira-Barbosa
aka: Lucas de Carvalho Scabora
aka: Agma Juci Machado Traina
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last updated on 2024-08-08 19:18 CEST by the dblp team
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