Data Mining in Large Sets of Complex Data
Resumo
Este artigo não possui um resumo.Referências
Cordeiro, R. L. F., Guo, F., Haverkamp, D. S., Horne, J. H., Hughes, E. K., Kim, G., Traina, A. J. M., Traina Jr., C., and Faloutsos, C. (2010a). QMAS: Querying, mining and summarization of multi-modal databases. In ICDM, pages 785–790. IEEE.
Cordeiro, R. L. F., Traina, A. J. M., Faloutsos, C., and Traina Jr., C. (2010b). Finding clusters in subspaces of very large, multi-dimensional datasets. In ICDE, pages 625–636. IEEE.
Cordeiro, R. L. F., Traina, A. J. M., Faloutsos, C., and Traina Jr., C. (2011a). Halite: Fast and scalable multi-resolution local-correlation clustering. IEEE Transactions on Knowledge and Data Engineering, 99(PrePrints):15 pages.
Cordeiro, R. L. F., Traina Jr., C., Traina, A. J. M., López, J., Kang, U., and Faloutsos, C. (2011b). Clustering very large multi-dimensional datasets with mapreduce. In KDD, pages 690–698. ACM.
Domeniconi, C., Gunopulos, D., Ma, S., Yan, B., Al-Razgan, M., and Papadopoulos, D. (2007). Locally adaptive metrics for clustering high dimensional data. Data Mining and Knowledge Discovery, 14(1):63–97.
Gonzalez, R. C. and Woods, R. E. (2006). Digital Image Processing (3rd Edition). Prentice-Hall, Inc., Upper Saddle River, NJ, USA.
Kriegel, H.-P., Kröger, P., and Zimek, A. (2009). Clustering high-dimensional data. ACM Transactions on Knowledge Discovery from Data, 3(1):1–58.
Moise, G. and Sander, J. (2008). Finding non-redundant, statistically significant regions in high dimensional data. In KDD, pages 533–541.
Moise, G., Sander, J., and Ester, M. (2008). Robust projected clustering. Knowledge and Information Systems, 14(3):273–298.
Ng, E. K. K., chee Fu, A. W., and Wong, R. C.-W. (2005). Projective clustering by histograms. TKDE, 17(3):369–383.
Traina, A., Romani, L., Cordeiro, R. L. F., Sousa, E., Ribeiro, M., Ávila, A., Zullo Jr., J., Rodrigues Jr., J., and Traina Jr., C. (2010). How to find relevant patterns in climate data. In SIAM Annual Meeting 2010, page 6 pags., Pittsburgh, PA. SIAM.
Traina, A. J. M., Traina Jr., C., Cordeiro, R. L. F., Ribeiro, M. X., and Azevedo-Marques, P. M. (2011). Issues and techniques to mitigate the performance gap in content-based image retrieval systems. Journal of Healthcare Information Systems and Informatics IJHISI, New Tech. for Advancing Healthcare and Clinical Practices, pages 60–83.
Cordeiro, R. L. F., Traina, A. J. M., Faloutsos, C., and Traina Jr., C. (2010b). Finding clusters in subspaces of very large, multi-dimensional datasets. In ICDE, pages 625–636. IEEE.
Cordeiro, R. L. F., Traina, A. J. M., Faloutsos, C., and Traina Jr., C. (2011a). Halite: Fast and scalable multi-resolution local-correlation clustering. IEEE Transactions on Knowledge and Data Engineering, 99(PrePrints):15 pages.
Cordeiro, R. L. F., Traina Jr., C., Traina, A. J. M., López, J., Kang, U., and Faloutsos, C. (2011b). Clustering very large multi-dimensional datasets with mapreduce. In KDD, pages 690–698. ACM.
Domeniconi, C., Gunopulos, D., Ma, S., Yan, B., Al-Razgan, M., and Papadopoulos, D. (2007). Locally adaptive metrics for clustering high dimensional data. Data Mining and Knowledge Discovery, 14(1):63–97.
Gonzalez, R. C. and Woods, R. E. (2006). Digital Image Processing (3rd Edition). Prentice-Hall, Inc., Upper Saddle River, NJ, USA.
Kriegel, H.-P., Kröger, P., and Zimek, A. (2009). Clustering high-dimensional data. ACM Transactions on Knowledge Discovery from Data, 3(1):1–58.
Moise, G. and Sander, J. (2008). Finding non-redundant, statistically significant regions in high dimensional data. In KDD, pages 533–541.
Moise, G., Sander, J., and Ester, M. (2008). Robust projected clustering. Knowledge and Information Systems, 14(3):273–298.
Ng, E. K. K., chee Fu, A. W., and Wong, R. C.-W. (2005). Projective clustering by histograms. TKDE, 17(3):369–383.
Traina, A., Romani, L., Cordeiro, R. L. F., Sousa, E., Ribeiro, M., Ávila, A., Zullo Jr., J., Rodrigues Jr., J., and Traina Jr., C. (2010). How to find relevant patterns in climate data. In SIAM Annual Meeting 2010, page 6 pags., Pittsburgh, PA. SIAM.
Traina, A. J. M., Traina Jr., C., Cordeiro, R. L. F., Ribeiro, M. X., and Azevedo-Marques, P. M. (2011). Issues and techniques to mitigate the performance gap in content-based image retrieval systems. Journal of Healthcare Information Systems and Informatics IJHISI, New Tech. for Advancing Healthcare and Clinical Practices, pages 60–83.
Publicado
16/07/2012
Como Citar
CORDEIRO, Robson L. F.; JR., Caetano Traina; FALOUTSOS, Christos.
Data Mining in Large Sets of Complex Data. In: CONCURSO DE TESES E DISSERTAÇÕES (CTD), 15. , 2012, Curitiba/PR.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2012
.
p. 1-6.
ISSN 2763-8820.
