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Md. Geaur Rahman

Md Geaur Rahman

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affiliation: Charles Sturt University, School of Computing and Mathematics, Australia

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Journal Articles

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2023
[j6]
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  - journals/tsc/RahmanI23
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  - https://dblp.org/rec/journals/tsc/RahmanI23
Md Geaur Rahman, Md Zahidul Islam:
A Framework for Supervised Heterogeneous Transfer Learning Using Dynamic Distribution Adaptation and Manifold Regularization. IEEE Trans. Serv. Comput. 16(3): 1555-1571 (2023)
2022
[j5]
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Md Geaur Rahman, Md Zahidul Islam:
Adaptive Decision Forest: An incremental machine learning framework. Pattern Recognit. 122: 108345 (2022)
2016
[j4]
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Md. Geaur Rahman, Md Zahidul Islam:
Discretization of continuous attributes through low frequency numerical values and attribute interdependency. Expert Syst. Appl. 45: 410-423 (2016)
[j3]
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Md. Geaur Rahman, Md Zahidul Islam:
Missing value imputation using a fuzzy clustering-based EM approach. Knowl. Inf. Syst. 46(2): 389-422 (2016)
2014
[j2]
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Md. Geaur Rahman, Md Zahidul Islam:
FIMUS: A framework for imputing missing values using co-appearance, correlation and similarity analysis. Knowl. Based Syst. 56: 311-327 (2014)
2013
[j1]
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Md. Geaur Rahman, Md Zahidul Islam:
Missing value imputation using decision trees and decision forests by splitting and merging records: Two novel techniques. Knowl. Based Syst. 53: 51-65 (2013)

Conference and Workshop Papers

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2014
[c4]
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Md Zahidul Islam, Quazi Mamun, Md. Geaur Rahman:
Data Cleansing during Data Collection fromWireless Sensor Networks. AusDM 2014: 195-203
2013
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Md. Geaur Rahman, Md Zahidul Islam:
kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set. ADMA (2) 2013: 250-263
2012
[c2]
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Md. Geaur Rahman, Md Zahidul Islam, Terry Bossomaier, Junbin Gao:
CAIRAD: A co-appearance based analysis for Incorrect Records and Attribute-values Detection. IJCNN 2012: 1-10
2011
[c1]
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Md. Geaur Rahman, Md Zahidul Islam:
A Decision Tree-based Missing Value Imputation Technique for Data Pre-processing. AusDM 2011: 41-50

Informal and Other Publications

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2021
[i2]
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  - journals/corr/abs-2101-11828
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Md Geaur Rahman, Md Zahidul Islam:
Adaptive Decision Forest: An Incremental Machine Learning Framework. CoRR abs/2101.11828 (2021)
[i1]
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  - journals/corr/abs-2108-12293
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Md Geaur Rahman, Md Zahidul Islam:
A Framework for Supervised Heterogeneous Transfer Learning using Dynamic Distribution Adaptation and Manifold Regularization. CoRR abs/2108.12293 (2021)

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