Informative top-k class associative rule for cancer biomarker discovery on microarray data

QR Code

Informative top-k class associative rule for cancer biomarker discovery on microarray data

The discovery of reliable cancer biomarkers is crucial for accurate early detection and clinical diagnosis. One of the strategies is by identifying expression-based cancer biomarkers through integrative microarray data analysis. Microarray is a powerful high-throughput technology, which allows a gen...

Full description

Bibliographic Details
Main Authors:	Ong, Huey Fang, Mustapha, Norwati, Hamdan, Hazlina, Rosli, Rozita, Mustapha, Aida
Format:	Article
Language:	English
Published:	Elsevier 2020
Online Access:	http://psasir.upm.edu.my/id/eprint/89394/ http://psasir.upm.edu.my/id/eprint/89394/1/TOP.pdf

Similar Items

Informative top-k class associative rule for cancer biomarker discovery on microarray data
by: Ong, Huey Fang, et al.
Published: (2020)

Associative classification framework for cancer microarray data
by: Fang, Ong Huey, et al.
Published: (2017)

Associative classification framework for cancer microarray data
by: Fang, Ong Huey, et al.
Published: (2017)

Integrative gene selection for classification of microarray data
by: Ong, Huey Fang, et al.
Published: (2011)

An integrative gene selection with association analysis for microarray data classification
by: Ong, Huey Fang, et al.
Published: (2014)

Integrated framework with association analysis for gene selection in microarray data classification
by: Ong, Huey Fang
Published: (2011)

Fast discovery of long patterns for association rules
by: Mustapha, N., et al.
Published: (2003)

Learning pathway-based decision rules to classify microarray cancer samples
by: Glaab, Enrico, et al.
Published: (2010)

Frequent Lexicographic Algorithm for Mining Association Rules
by: Mustapha, Norwati
Published: (2005)

The discovery of Top-K DNA frequent patterns with approximate method / Nittaya Kerdprasop and Kittisak Kerdprasop
by: Kerdprasop, Nittaya, et al.
Published: (2014)

Three-dimensional porous microarray of gold modified electrode for ultrasensitive and simultaneous assay of various cancer biomarkers
by: Shi, L., et al.
Published: (2014)

Urine protein concentration estimation for biomarker discovery
by: Mistry, Hiten D., et al.
Published: (2013)

Discovery of novel materials with broad resistance to bacterial attachment using combinatorial polymer microarrays
by: Hook, Andrew L., et al.
Published: (2013)

K-means clustering to improve the accuracy of decision tree response classification.
by: Ali, S. A., et al.
Published: (2009)

Proteomics as tools for biomarkers discovery of adulteration in slaughtering procedures
by: Amid, Azura, et al.
Published: (2019)

A peptidomic approach to biomarker discovery for bovine mastitis
by: Mansor, Rozaihan, et al.
Published: (2013)

Fuzzy rules base system for early self-diagnosis of dengue symptoms
by: Husin, Nor Azura, et al.
Published: (2018)

Macrocyclic alkanes: A new class of biomarker
by: Audino, Michiele, et al.
Published: (2001)

2nd International Conference on Molecular Diagnostics and Biomarker Discovery (MDBD)
Published: (2017)

International Conference on Molecular Diagnostics and Biomarker Discovery (MDBD)2019: Antibody Technology
by: Institute for Research in Molecular Medicine, INFORMM
Published: (2019)

Mitochondrial genome instability: its potential role in biomarker discovery for brain tumorigenesis
by: Yusoff, Abdul Aziz Mohamed
Published: (2017)

First discovery augmented reality for learning solar systems
by: Kasinathan, Vinothini, et al.
Published: (2018)

Antioxidant response elements: Discovery, classes, regulation and potential applications
by: Raghunath, A., et al.
Published: (2018)

Surface analysis of polymer microarrays
by: Taylor, Michael
Published: (2009)

Compact structure representation in discovering frequent patterns for association rules
by: Mustapha, Norwati, et al.
Published: (2002)

Position score weighting technique for mining web content outliers.
by: Mustapha, Norwati, et al.
Published: (2013)

Comparisons of Enhancers Associated Marks Prediction Using K-mer Feature
by: Nazeri, Sina, et al.
Published: (2015)

UM remains top in the rankings
by: Aziz, Hazlina
Published: (2019)

Spinning the cultural tale: multiculturalism in K. S. Maniam's top winner
by: Mohd. Azrul, Mohd. Ezamir Azral, et al.
Published: (2015)

University's official website design framework using human computer interaction rules
by: Ong , Lyn Huey
Published: (2014)

Reliable multiclass cancer classification of microarray gene expression profiles using an improved wavelet neural network
by: Zainuddin, Zarita, et al.
Published: (2011)

A hybrid model of hierarchical clustering and decision tree for rule-based classification of diabetic patients.
by: Ibrahim, Norul Hidayah, et al.
Published: (2013)

Diagnosis of hypoglycemic episodes using a neural network based rule discovery system
by: Chan, Kit Yan, et al.
Published: (2011)

The application of protein microarray assays in psychoneuroimmunology
by: Ayling, K., et al.
Published: (2017)

Hankel determinant for the class of K(α, β)
by: Maslina Darus,, et al.
Published: (2010)

An integrative cancer classification based on gene expression data
by: Ong, H. F., et al.
Published: (2014)

Immunoproteomic Analysis Of Mycobacterium Tuberculosis And Nontuberculous Mycobacteria Towards The Discovery Of Potential Universal Or Species Specific Biomarkers
by: Razman, Aimi Zafira
Published: (2017)

Discovery of the new class I methanol maser transition at 23.4 GHz
by: Voronkov, M., et al.
Published: (2011)

Evaluating integrated weight linear method to class imbalanced learning in video data
by: Mohd Apandi, Ziti Fariha, et al.
Published: (2011)

The development of Urban Malays middle class house ownership: moving beyond basic social needs
by: Hamdan, Hazlina
Published: (2008)