Research output per year
Research output per year
Search results
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2014
Data Cleansing During Data Collection from Wireless Sensor Networks
Islam, M. Z., Mamun, Q. & Rahman, M. G., 2014, Proceedings of the Twelfth Australasian Data Mining Conference (AusDM 14). Sydney, NSW: Australian Computer Society Inc, p. 195-203 9 p.Research output: Book chapter/Published conference paper › Conference paper › peer-review
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iDMI: A novel technique for missing value imputation using a decision tree and expectation-maximization algorithm
Rahman, M. G. & Islam, M. Z., 2014, Proceedings of the 16th International Conference on Computer and Information Technology: ICCIT 2013. Debnath, R. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 496-501 6 p.Research output: Book chapter/Published conference paper › Conference paper › peer-review
10 Citations (Scopus) -
2013
A Novel Framework Using Two Layers of Missing Value Imputation
Rahman, M. G. & Islam, M. Z., 2013, AusDM 2013: Proceedings of the Eleventh Australasian Data Mining Conference (AusDM 13). Australia: Australian Computer Society Inc, Vol. 146. p. 1-12 12 p.Research output: Book chapter/Published conference paper › Conference paper › peer-review
Open AccessFile34 Downloads (Pure) -
Data Quality Improvement by Imputation of Missing Values
Rahman, M. G. & Islam, M. Z., 2013, CSIT 2013. Germany: Springer-Verlag London Ltd., p. 82-88 7 p.Research output: Book chapter/Published conference paper › Conference paper › peer-review
Open AccessFile576 Downloads (Pure) -
kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set
Rahman, M. G. & Islam, M. Z., 2013, Lecture Notes in Artificial Intelligence : Subseries of Lecture Notes in Computer Science. Berlin: Springer-Verlag London Ltd., Vol. 8347. p. 250-263 14 p. (Lecture Notes in Computer Science).Research output: Book chapter/Published conference paper › Conference paper › peer-review
Open AccessFile19 Citations (Scopus)44 Downloads (Pure) -
2012
CAIRAD: A Co-appearance based analysis for incorrect records and attribute-values detection
Rahman, M. G., Islam, M. Z., Bossomaier, T. & Gao, J., 2012, Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 2190-2199 10 p.Research output: Book chapter/Published conference paper › Conference paper › peer-review
17 Citations (Scopus)2 Downloads (Pure) -
2011
A Decision Tree-based Missing Value Imputation Technique for Data Pre-processing
Rahman, M. G. & Islam, M. Z., 2011, 9th Australasian Data Mining Conference: AusDM 2011. Estivill-Castro, V. & Simoff, S. (eds.). Sydney, Australia: Australian Computer Society Inc, Vol. 121. p. 41-50 10 p. (Conferences in Research and Practice in Information Technology Series; vol. 121).Research output: Book chapter/Published conference paper › Conference paper › peer-review
Open AccessFile27 Citations (Scopus)507 Downloads (Pure)