Agma J. M. Traina

Best Publications

• Fast feature selection using fractal dimension

  Caetano Traina;Agma J. M. Traina;Leejay Wu;Christos Faloutsos

  420
  Citations

• Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes

  Caetano Traina;Agma J. M. Traina;Bernhard Seeger;Christos Faloutsos

  414
  Citations

• An Efficient Algorithm for Fractal Analysis of Textures

  Alceu Ferraz Costa;Gabriel Humpire-Mamani;Agma Juci Machado Traina

  393
  Citations

• Fast indexing and visualization of metric data sets using slim-trees

  C. Traina;A. Traina;C. Faloutsos;B. Seeger

  285
  Citations

• Clustering very large multi-dimensional datasets with MapReduce

  Robson Leonardo Ferreira Cordeiro;Caetano Traina;Agma Juci Machado Traina;Julio López

  226
  Citations

• Retrieval by content of medical images using texture for tissue identification

  J.C. Felipe;A.J.M. Traina;C. Traina

  158
  Citations

• Similarity search without tears: the OMNI-family of all-purpose access methods

  R.F.S. Filho;A. Traina;C. Traina;C. Faloutsos

  152
  Citations

• Improving the ranking quality of medical image retrieval using a genetic feature selection method

  SéRgio Francisco Da Silva;Marcela Xavier Ribeiro;JoãO Do E. S. Batista Neto;Caetano Traina-Jr.

  140
  Citations

• Fast Feature Selection Using Fractal Dimension.

  Caetano Traina;Agma J. M. Traina;Leejay Wu;Christos Faloutsos

  139
  Citations

• Spatial join selectivity using power laws

  Christos Faloutsos;Bernhard Seeger;Agma Traina;Caetano Traina

  127
  Citations

• The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient

  Caetano Traina;Roberto F. Filho;Agma J. Traina;Marcos R. Vieira

  111
  Citations

• RSC: Mining and Modeling Temporal Activity in Social Media

  Alceu Ferraz Costa;Yuto Yamaguchi;Agma Juci Machado Traina;Caetano Traina

  108
  Citations

• DBM-Tree: A Dynamic Metric Access Method Sensitive to Local Density Data

  Marcos R. Vieira;Caetano Traina;Fabio Jun Takada Chino;Agma J. M. Traina

  106
  Citations

• An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency

  M.X. Ribeiro;A.J.M. Traina;C. Traina;P.M. Azevedo-Marques

  92
  Citations

• Fractal analysis of image textures for indexing and retrieval by content

  A.G.R. Balan;A.J.M. Traina;C. Traina;P.M. Azevedo-Marques

  72
  Citations

• A fast and effective method to find correlations among attributes in databases

  Elaine P. Sousa;Caetano Traina;Agma J. Traina;Leejay Wu

  71
  Citations

• Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees

  C. Traina;A.J.M. Traina;C. Faloutsos

  70
  Citations

• Automatic mining of fruit fly embryo images

  Jia-Yu Pan;André G. R. Balan;Eric P. Xing;Agma Juci Machado Traina

  67
  Citations

• A review on recognizing depression in social networks: challenges and opportunities

  Felipe Taliar Giuntini;Mirela Teixeira Cazzolato;Maria de Jesus Dutra dos Reis;Andrew Campbell

  65
  Citations

• Segmenting skin ulcers and measuring the wound area using deep convolutional networks.

  Daniel Y.T. Chino;Lucas C. Scabora;Mirela T. Cazzolato;Ana E.S. Jorge

  63
  Citations