BALAN, ANDRE G. R.; TRAINA, AGMA J. M.; RIBEIRO, MARCELA X.; MARQUES, PAULO M. A.; TRAINA, JR., CAETANO. Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI. COMPUTERS IN BIOLOGY AND MEDICINE, v. 42, n. 5, p. 509-522, MAY 2012. Citações Web of Science: 3. (03/01769-4, 07/50285-0, 05/04272-9)
ARANTES, ADRIANO SIQUEIRA; VIEIRA, MARCOS R.; TRAINA JUNIOR, CAETANO; TRAINA, AGMA J. M.. Efficient algorithms to execute complex similarity queries in RDBMS. Journal of the Brazilian Computer Society, v. 9, n. 3, p. 5-24, Apr. 2004. (01/11987-3, 02/07318-1, 01/02426-8)
DE SOUSA‚ E.P.M.; TRAINA‚ A.J.M.; TRAINA‚ C.; FALOUTSOS‚ C.. Measuring evolving data streams’ behavior through their intrinsic dimension. NEW GENERATION COMPUTING, v. 25, n. 1, p. 33-60, 2006. (05/04272-9, 01/03370-6)
MARCOS R. VIEIRA; CAETANO TRAINA JR.; FABIO J. T. CHINO; AGMA J. M. TRAINA. DBM-Tree: trading height-balancing for performance in metric access methods. Journal of the Brazilian Computer Society, v. 11, n. 3, p. -, Abr. 2006. (01/11987-3, 01/12536-5, 02/07318-1)
MAGALHAES TENORIO, ARIANE PRISCILLA; FALEIROS, MATHEUS CALIL; FERREIRA JUNIOR, JOSE RANIERY; DALTO, VITOR FAEDA; ASSAD, RODRIGO LUPPINO; LOUZADA-JUNIOR, PAULO; YOSHIDA, HIROYUKI; NOGUEIRA-BARBOSA, MARCELLO HENRIQUE; DE AZEVEDO-MARQUES, PAULO MAZZONCINI. A study of MRI-based radiomics biomarkers for sacroiliitis and spondyloarthritis. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, v. 15, n. 10, JUN 2020. Citações Web of Science: 0. (16/17078-0, 14/50889-7)
MONTEIRO OLIVEIRA, JADSON JOSE; FERREIRA CORDEIRO, ROBSON LEONARDO. Unsupervised dimensionality reduction for very large datasets: Are we going to the right direction?. KNOWLEDGE-BASED SYSTEMS, v. 196, MAY 21 2020. Citações Web of Science: 0. (16/17078-0, 18/05714-5)
TRAINA, AGMA J. M.; BRINIS, SAFIA; PEDROSA, V, GLAUCO; AVAIHAIS, LETRICIA P. S.; TRAINA JR, CAETANO. Querying on large and complex databases by content: Challenges on variety and veracity regarding real applications. INFORMATION SYSTEMS, v. 86, p. 10-27, DEC 2019. Citações Web of Science: 0. (16/17078-0, 13/27101-1)
RODRIGUES-, JR., JOSE F.; GUTIERREZ, MARCO A.; SPADON, GABRIEL; BRANDOLI, BRUNO; AMER-YAHIA, SIHEM. LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks. INFORMATION SCIENCES, v. 545, p. 813-827, FEB 4 2021. Citações Web of Science: 0. (18/17620-5, 16/17078-0, 17/08376-0)
GIUNTINI, FELIPE T.; CAZZOLATO, MIRELA T.; DOS REIS, MARIA DE JESUS DUTRA; CAMPBELL, ANDREW T.; TRAINA, AGMA J. M.; UEYAMA, JO. A review on recognizing depression in social networks: challenges and opportunities. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, v. 11, n. 11, SI, JAN 2020. Citações Web of Science: 1. (18/17335-9, 13/07375-0, 16/17078-0, 18/24414-2)
SINOARA, ROBERTA A.; CAMACHO-COLLADOS, JOSE; ROSSI, RAFAEL G.; NAVIGLI, ROBERTO; REZENDE, SOLANGE O.. Knowledge-enhanced document embeddings for text classification. KNOWLEDGE-BASED SYSTEMS, v. 163, p. 955-971, JAN 1 2019. Citações Web of Science: 4. (16/17078-0, 13/14757-6, 16/07620-2)
BLANCO, GUSTAVO; TRAINA, AGMA J. M.; TRAINA JR, CAETANO; AZEVEDO-MARQUES, PAULO M.; JORGE, ANA E. S.; DE OLIVEIRA, DANIEL; BEDO, MARCOS V. N.. A superpixel-driven deep learning approach for the analysis of dermatological wounds. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 183, JAN 2020. Citações Web of Science: 2. (16/17078-0)
OLIVEIRA, PAULO H.; SCABORA, LUCAS C.; CAZZOLATO, MIRELA T.; OLIVEIRA, WILLIAN D.; PAIXAO, RAFAEL S.; TRAINA, AGMA J. M.; TRAINA, CAETANO. Employing Domain Indexes to Efficiently Query Medical Data From Multiple Repositories. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v. 23, n. 6, p. 2220-2229, NOV 2019. Citações Web of Science: 1. (15/15392-7, 16/17330-1, 16/17078-0)
LINARES, OSCAR CUADROS; HAMANN, BERND; BATISTA NETO, JOAO. Segmenting Cellular Retinal Images by Optimizing Super-Pixels, Multi-Level Modularity, and Cell Boundary Representation. IEEE Transactions on Image Processing, v. 29, p. 809-818, 2020. Citações Web of Science: 0. (18/06074-0, 12/24036-1)
BRINIS, SAFIA; TRAINA, JR., CAETANO; TRAINA, AGMA J. M.. Hollow-tree: a metric access method for data with missing values. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, v. 53, n. 3, SI, p. 481-508, DEC 2019. Citações Web of Science: 0. (16/17078-0)
ALVES, MATHEUS A. C.; CORDEIRO, ROBSON L. F.. Effective and unburdensome forecast of highway traffic flow with adaptive computing. KNOWLEDGE-BASED SYSTEMS, v. 212, JAN 5 2021. Citações Web of Science: 0. (20/07200-9, 18/05714-5, 16/17078-0)
SPADON, GABRIEL; DE CARVALHO, ANDRE C. P. L. F.; RODRIGUES-JR, JOSE F.; ALVES, LUIZ G. A.. Reconstructing commuters network using machine learning and urban indicators. SCIENTIFIC REPORTS, v. 9, AUG 13 2019. Citações Web of Science: 0. (16/17078-0, 17/08376-0, 19/04461-9, 13/07375-0, 16/16987-7, 16/18615-0, 14/25337-0)
FALEIROS, MATHEUS CALIL; NOGUEIRA-BARBOSA, MARCELLO HENRIQUE; DALTO, VITOR FAEDA; FERREIRA JUNIOR, JOSE RANIERY; MAGALHAES TENORIO, ARIANE PRISCILLA; LUPPINO-ASSAD, RODRIGO; LOUZADA-JUNIOR, PAULO; RANGAYYAN, RANGARAJ MANDAYAM; DE AZEVEDO-MARQUES, PAULO MAZZONCINI. Machine learning techniques for computer-aided classification of active inflammatory sacroiliitis in magnetic resonance imaging. ADVANCES IN RHEUMATOLOGY, v. 60, n. 1, MAY 7 2020. Citações Web of Science: 1. (18/07765-6, 16/17078-0)
FERREIRA-JUNIOR, JOSE RANIERY; KOENIGKAM-SANTOS, MARCEL; MAGALHAES TENORIO, ARIANE PRISCILLA; FALEIROS, MATHEUS CALIL; GARCIA CIPRIANO, FEDERICO ENRIQUE; FABRO, ALEXANDRE TODOROVIC; NAPPI, JANNE; YOSHIDA, HIROYUKI; DE AZEVEDO-MARQUES, PAULO MAZZONCINI. CT-based radiomics for prediction of histologic subtype and metastatic disease in primary malignant lung neoplasms. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, v. 15, n. 1, NOV 2019. Citações Web of Science: 5. (14/50889-7, 16/17078-0)
CAZZOLATO, MIRELA T.; SCABORA, LUCAS C.; NESSO-JR, MARCOS R.; MILANO-OLIVEIRA, LUIS F.; COSTA, ALCEU F.; KASTER, DANIEL S.; KOENIGKAM-SANTOS, MARCEL; DE AZEVEDO-MARQUES, PAULO MAZZONCINI; TRAINA-JR, CAETANO; TRAINA, AGMA J. M.. dp-BREATH: Heat maps and probabilistic classification assisting the analysis of abnormal lung regions. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 173, p. 27-34, MAY 2019. Citações Web of Science: 2. (18/24414-2, 16/17330-1, 16/17078-0)
SPADON, GABRIEL; BRANDOLI, BRUNO; ELER, DANILO M.; RODRIGUES-, JR., JOSE F.. Detecting multi-scale distance-based inconsistencies in cities through complex-networks. JOURNAL OF COMPUTATIONAL SCIENCE, v. 30, p. 209-222, JAN 2019. Citações Web of Science: 1. (17/08376-0, 16/02557-0, 16/17078-0)
FELIPE, JOAQUIM CEZAR; TRAINA, JR., CAETANO; MACHADO TRAINA, AGMA JUCI. A New Family of Distance Functions for Perceptual Similarity Retrieval of Medical Images. JOURNAL OF DIGITAL IMAGING, v. 22, n. 2, p. 183-201, APR 2009. Citações Web of Science: 8. (04/02215-5)
BUENO‚ R.; TRAINA‚ A.J.M.; TRAINA‚ C.. Genetic algorithms for approximate similarity queries. DATA & KNOWLEDGE ENGINEERING, v. 62, n. 3, p. 459-482, 2007. (02/07318-1, 02/11771-3)
FREITAS, HEITOR; FAICAL, BRUNO S.; CARDOSO E SILVA, ALEF VINICIUS; UEYAMA, JO. Use of UAVs for an efficient capsule distribution and smart path planning for biological pest control. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 173, JUN 2020. Citações Web of Science: 0. (13/07375-0, 18/17335-9, 18/06228-7)
SUNDERMANN, CAMILA VACCARI; DE PADUA, RENAN; TONON, VITOR RODRIGUES; MARCACINI, RICARDO MARCONDES; DOMINGUES, MARCOS AURELIO; REZENDE, SOLANGE OLIVEIRA. A context-aware recommender method based on text and opinion mining. EXPERT SYSTEMS, v. 37, n. 6, SI, AUG 2020. Citações Web of Science: 1. (18/04651-0, 16/17078-0)
CHINO, DANIEL Y. T.; SCABORA, LUCAS C.; CAZZOLATO, MIRELA T.; JORGE, ANA E. S.; TRAINA-, JR., CAETANO; TRAINA, AGMA J. M.. Segmenting skin ulcers and measuring the wound area using deep convolutional networks. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 191, JUL 2020. Citações Web of Science: 1. (18/24414-2, 14/25125-3, 16/17330-1, 16/17078-0)