Antonio Cavalcante Araujo Neto

Ph.D. Candidate

University of Alberta, Department of Computing Science

antonio.cavalcante@ualberta.ca

I'm a fifth year Ph.D. candidate at the University of Alberta, supervised by Professors Joerg Sander, Ricardo Campello and Mario Nascimento.


Education

2015 - present
PhD, Computing Science
University of Alberta (UofA), Canada

2013 - 2015
MSc, Computer Science
Federal University of Ceará (UFC), Brazil

2011 - 2012
École Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise (ENSIIE), France

2008 - 2012
BSc, Computer Science
Federal University of Ceará (UFC), Brazil

Scholarships and Awards

  • Alberta Excellence Graduate Scholarship (AGES)
  • Mitacs Globalink Research Award
  • Science without Borders Full Doctorate Scholarship
  • CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível Superior Graduate Scholarship (Master)
  • BRAFITEC (BRAsil France Ingénieurs TEChnologie) Scholarship
  • Ministry of Education (Brazil) - Tutorial Education Program

Publications

2019

Efficient Computation and Visualization of Multiple Density-Based Clustering Hierarchies
Antonio Cavalcante Araújo Neto, Joerg Sander, Ricardo J. G. B. Campello, Mario A. Nascimento
IEEE Transactions on Knowledge and Data Engineering (TKDE)

2018

MustaCHE: A Multiple Clustering Hierarchies Explorer
Antonio Cavalcante Araújo Neto, Mario A. Nascimento, Joerg Sander, Ricardo J. G. B. Campello
VLDB 2018, Rio de Janeiro, Brazil

2017

Efficient Computation of Multiple Density-Based Clustering Hierarchies
Antonio Cavalcante Araújo Neto, Joerg Sander, Ricardo J. G. B. Campello, Mario A. Nascimento
ICDM 2017, New Orleans, USA
Demo

2015

G2P: A Partitioning Approach for Processing DBSCAN with MapReduce
Antonio Cavalcante Araujo Neto, Ticiana Linhares Coelho da Silva, Victor Aguiar Evangelista de Farias, José Antonio F. Macêdo, Javam de Castro Machado
W2GIS 2015, Grenoble, France

A Distributed Approach for Privacy Preservation in the Publication of Trajectory Data
Felipe T. Brito, Antonio Cavalcante Araujo Neto, Camila F. Costa, André L. C. Mendonça, Javam C. Machado
GeoPrivacy@SIGSPATIAL 2015, Seattle, USA

2014

Efficient and Distributed DBSCAN Algorithm Using MapReduce to Detect Density Areas on Traffic Data
Ticiana L. Coelho da Silva, Antonio Cavalcante Araujo Neto, Regis Pires Magalhães, Victor Aguiar Evangelista de Farias, José Antonio F. Macêdo, Javam de Castro Machado
ICEIS 2014, Lisbon, Portugal


Languages

  • Portuguese
  • English
  • French

Interests

  • Research
    • Data Mining
    • Hierarchical Clustering
    • Data Science
    • Spatio-Temporal Data
  • Miscellaneous
    • Music
    • Traveling
    • Photography

Resume

Resume (PDF)