Publications

Conference Papers

  1. Aiyesha Ma and Ishwar K. Sethi. “Iterative Split Adjustment for Building Multilabel Decision Trees”. In: Proceedings of the ISCA 2nd International Conference on Bioinformatics and Computational Biology, BICoB-2010. (Sheraton Waikiki Hotel, Honolulu, Hawaii, USA, Mar. 24–26, 2010). Ed. by Hisham Al-Mubaid. ISCA, 2010, pp. 13–18. ISBN: 978-1-880843-76-5.

  2. Aiyesha Ma, Ishwar K. Sethi, and Nilesh Patel. “Multimedia Content Tagging using Multilabel Decision Tree”. In: Proceedings of the 5th IEEE International Workshop on Multimedia Information Processing and Retrieval. (San Diego, California, USA, Dec. 14–16, 2009). IEEE Computer Society, 2009, pp. 606–611. ISBN: 978-1-4244-5231-6. DOI: 10.1109/ISM.2009.87.

  3. Aiyesha Ma and Ishwar K. Sethi. “Distributed K-Median Clustering with Application to Image Clustering”. In: Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems, PRIS 2007, In conjunction with ICEIS 2007. (Funchal, Madeira, Portugal, June 2007). Ed. by Ana L. N. Fred and Anil K. Jain. INSTICC PRESS, 2007, pp. 215–220. ISBN: 978-972-8865-93-1. (pdf)

  4. Aiyesha Ma and Ishwar K. Sethi. “Region Based Image Clustering using Distributed K-Median Clustering”. In: International Conference on Distributed Multimedia Systems. (Redwood City). Sept. 2007. (pdf)

  5. Aiyesha Ma, Nilesh Patel, Mingkun Li, and Ishwar K. Sethi. “Confidence Based Active Learning for Whole Object Segmentation”. In: International Workshop on Multimedia Content Representation, Classification and Security, MRCS 2006. (Istanbul, Turkey, Sept. 11–13, 2006). Ed. by Bilge G–nsel et al. Vol. 4105. Lecture Notes in Computer Science. Springer, 2006, pp. 753–760. ISBN: 3-540-39392-7. DOI: 10.1007/11848035_99.

  6. Nilesh Patel, Aiyesha Ma, Rajal Shah, and Ishwar K. Sethi “Chroma analysis for quantitative immunohistochemistry using active learning”. In: SPIE Symposium on Medical Imaging - Image Processing. (San Diego, CA). SPIE, Feb. 2006, pp. 614448–614448–9. DOI: 10.1117/12.653541.

  7. Aiyesha Ma and Ishwar K. Sethi. “Local Shape Association Based Retrieval of Infrared Satellite Images”. In: IEEE International Workshop on Multimedia Information Processing and Retrieval. (Irvine, CA, USA, Dec. 12–14, 2005). IEEE Computer Society, 2005, pp. 551–557. ISBN: 0-7695-2489-3. DOI: 10.1109/ISM.2005.75.

  8. Aiyesha Ma, Ishwar K. Sethi, Mark H. Schwartz, and U. Scott Page. “Using Multiple Classifiers to Improve Classification of Post-Operative Complications in Cardiac Surgery”. In: Medinfo 2004: Proceedings Of The 11th World Congress On Medical Informatics. (San Francisco, CA). Ed. by Marius Fieschi, Enrico Coiera, and Yu-Chan Jack Li. IOS Press, Sept. 2004, pp. 4238–4238. (pdf)

  9. Rishi Mukhopadhyay, Aiyesha Ma, and Ishwar K. Sethi. “Pathfinder Networks for Content Based Image Retrieval Based on Automated Shape Feature Discovery”. In: 6th IEEE Intl. Symposium on Multimedia Software Engineering (ISMSE 2004). (Miami, Florida). December. IEEE, 2004, pp. 522–528. ISBN: 0-7695-2217-3. DOI: 10.1109/MMSE.2004.61.

  10. Aiyesha Ma, Rishi Mukhopadhyay, and Ishwar K. Sethi. “Hausdorff Metric Based Vector Quantization of Binary Images”. In: IKE. (Las Vegas, Nevada, USA, July 23–26, 2003). Ed. by Hamid R. Arabnia. Vol. 1. CSREA Press, 2003, pp. 315–320. ISBN: 1-932415-07-6.  (pdf)