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ORCIDMuhammad Shoaib B. Sehgal
Publications
- 2009
[j5]Muhammad Shoaib B. Sehgal, Iqbal Gondal
, Laurence S. Dooley, Ross L. Coppel:
How to Improve Postgenomic Knowledge Discovery Using Imputation. EURASIP J. Bioinform. Syst. Biol. 2009 (2009)- 2008
- [j4]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence S. Dooley, Ross L. Coppel:
Ameliorative missing value imputation for robust biological knowledge inference. J. Biomed. Informatics 41(4): 499-514 (2008) - [c11]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence S. Dooley, Ross L. Coppel:
Heuristic Non Parametric Collateral Missing Value Imputation: A Step Towards Robust Post-genomic Knowledge Discovery. PRIB 2008: 373-387 - [p3]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
Gene Expression Imputation Techniques for Robust Post Genomic Knowledge Discovery. Computational Intelligence in Medical Informatics 2008: 185-206 - [p2]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
Computational Modelling Strategies for Gene Regulatory Network Reconstruction. Computational Intelligence in Medical Informatics 2008: 207-220 - 2007
- [c8]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley, Ross L. Coppel, Kiah Mok Goh:
Transcriptional Gene Regulatory Network Reconstruction Through Cross Platform Gene Network Fusion. PRIB 2007: 274-285 - 2006
- [j3]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence S. Dooley:
CF-GeNe: Fuzzy Framework for Robust Gene Regulatory Network Inference. J. Comput. 1(7): 1-8 (2006) - [c7]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley, Ross L. Coppel:
AFEGRN: Adaptive Fuzzy Evolutionary Gene Regulatory Network Re-construction Framework. FUZZ-IEEE 2006: 1737-1741 - [c6]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
Missing Value Imputation Framework for Microarray Significant Gene Selection and Class Prediction. BioDM 2006: 131-142 - 2005
- [j2]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
Collateral missing value imputation: a new robust missing value estimation algorithm for microarray data. Bioinform. 21(10): 2417-2423 (2005) - [j1]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence S. Dooley:
Missing values imputation for cDNA microarray data using ranked covariance vectors. Int. J. Hybrid Intell. Syst. 2(4): 295-312 (2005) - [c5]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
Collateral Missing Value Estimation: Robust Missing Value Estimation for Consequent Microarray Data Processing. Australian Conference on Artificial Intelligence 2005: 274-283 - [c4]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
A collateral missing value estimation algorithm for DNA microarrays. ICASSP (5) 2005: 377-380 - [p1]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
A Collimator Neural Network Model for the Classification of Genetic Data. Advances in Bioinformatics and Its Applications 2005 - 2004
- [c3]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
Statistical neural networks and support vector machine for the classification of genetic mutations in ovarian cancer. CIBCB 2004: 140-146 - [c2]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
Support Vector Machine and Generalized Regression Neural Network Based Classification Fusion Models for Cancer Diagnosis. HIS 2004: 49-54 - [c1]Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
K-Ranked Covariance Based Missing Values Estimation for Microarray Data Classification. HIS 2004: 274-279
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