How to Improve Post Genomic Knowledge Discovery using Imputation (2009)
Sehgal, Muhammad Shoaib, Gondal, Iqbal, Dooley, Laurence, Coppel, Ross
While microarrays make it feasible to rapidly investigate many complex biological problems, their multistep fabrication has the proclivity for error at every stage. The standard tactic has been to...
How to Improve Postgenomic Knowledge Discovery Using Imputation (2009)
Iqbal Gondal, Laurence S. Dooley, Ross Coppel
While microarrays make it feasible to rapidly investigate many complex biological problems, their multistep fabrication has the proclivity for error at every stage. The standard tactic has been to...
How to Improve Post Genomic Knowledge Discovery using Imputation (2009)
Sehgal, Muhammad Shoaib, Gondal, Iqbal, Dooley, Laurence, Coppel, Ross
While microarrays make it feasible to rapidly investigate many complex biological problems, their multistep fabrication has the proclivity for error at every stage. The standard tactic has been to...
How to Improve Postgenomic Knowledge Discovery Using Imputation (2009)
Iqbal Gondal, Laurence S. Dooley, Ross Coppel
While microarrays make it feasible to rapidly investigate many complex biological problems, their multistep fabrication has the proclivity for error at every stage. The standard tactic has been to...
Mansoor Raza, Iqbal Gondal, David Green
Decision-in decision-out fusion architecture can be used to fuse the outputs of multiple classifiers from different diagnostic sources. In this paper, Dempster-Shafer Theory (DST) has been used to...
Collateral missing value imputation: a new robust missing value (2008)
Gene Expression, Muhammad Shoaib, B. Sehgal, Iqbal Gondal, Laurence S. Dooley
doi:10.1093/bioinformatics/bti345
CF-GeNe: Fuzzy Framework for Robust Gene Regulatory Network Inference (2008)
Muhammad Shoaib, B. Sehgal, Iqbal Gondal, Laurence S. Dooley
Abstract — Most Gene Regulatory Network (GRN) studies ignore the impact of the noisy nature of gene expression data despite its significant influence upon inferred results. This paper presents an...
Gene Expression Imputation Techniques for Robust Post Genomic Knowledge Discovery (2008)
Sehgal, Shoaib, Gondal, Iqbal, Dooley, Laurence S.
Microarrays measure expression patterns of thousands of genes at a time, under same or diverse conditions, to facilitate faster analysis of biological processes. This gene expression data is being...
Computational Modelling Strategies for Gene Regulatory Network Reconstruction (2008)
Sehgal, Shoaib, Gondal, Iqbal, Dooley, Laurence S.
Gene Regulatory Network (GRN) modelling infers genetic interactions between different genes and other cellular components to elucidate the cellular functionality. This GRN modelling has overwhelming...
Mobile multimedia communications: concepts, applications, and challenges (2007)
Sehgal, Shoaib, Gondal, Iqbal, Dooley, Laurence S.
With rapid growth of the Internet, the applications of multimedia are burgeoning in every aspect of human life including communication networks and wireless and mobile communications. Mobile...
Mobile Multimedia Communications: Concepts, Applications, and Challenges (2007)
Sehgal, Shoaib, Gondal, Iqbal, Dooley, Laurence S.
With rapid growth of the Internet, the applications of multimedia are burgeoning in every aspect of human life including communication networks and wireless and mobile communications. Mobile...
Seghal, Shoaib, Gondal, Iqbal, Dooley, Laurence S., Coppel, Ross, Mok, Goh Kiah
Microarray gene expression data is used to model differential activity in Gene Regulatory Networks (GRN) to elucidate complex cellular processes, though network modeling is susceptible to errors due...
A Fuzzy Adaptive Soft Handover Scheme Supporting Four Active Sets (2007)
Yang, Kemeng, Gondal, Iqbal, Qiu, Bin, Dooley, Laurence S.
Load imbalance between cells caused by random user distribution is a common issue in cellular systems, which often leads to traffic congestion. This can be alleviated by embedding a load balancing...
Iqbal, Mudasser, Gondal, Iqbal, Dooley, Laurence S.
This paper proposes a cross-layer protocol for energy-aware routing in wireless sensor networks. The protocol combines the energy depreciation rate, node distance and neighbourhood information from...
Iqbal, Mudasser M., Gondal, Iqbal, Dooley, Laurence S.
This paper proposes a cross-layer protocol for energy-aware routing in wireless sensor networks. The protocol combines the energy depreciation rate, node distance and neighbourhood information from...
HUSEC: A heuristic self configuration model for wireless sensor networks (2007)
Iqbal, Mudasser M., Gondal, Iqbal, Dooley, Laurence S.
The Network State Beacons (NSB) exchange rate is the critical parameter in monitoring the dynamic state of any self-configuring ad hoc sensor network. Along with the network state and the overhead...
Sehgal, Shoaib, Gondal, Iqbal, Dooley, Laurence S.
Noisy nature of microarray data and platform bias has urged the need of cross-platform gene regulatory network (GRN) fusion. This is, however, a difficult task because gene expressions generated from...
CF-GeNe: Fuzzy Framework for Robust Gene Regulatory Network Inference (2006)
Seghal, Shoaib, Gondal, Iqbal, Dooley, Laurence S.
Most Gene Regulatory Network (GRN) studies ignore the impact of the noisy nature of gene expression data despite its significant influence upon inferred results. This paper presents an innovative...
Online Load Balancing for Energy-Aware Anycast Routing (2006)
Iqbal, Mudasser M., Gondal, Iqbal, Dooley, Laurence S.
Anycast routing offers a flexible paradigm for resource constrained, ad hoc sensor networks, where sensors can route data to any available server. The selection policy of servers in an anycast...
An Energy-Aware Dynamic Clustering Algorithm for Load Balancing in Wireless Sensor Networks (2006)
Iqbal, Mudasser, Gondal, Iqbal, Dooley, Laurence
Energy efficient dynamic clustering offers a flexible paradigm to reconfigure the network in order to maximise network’s life-time in resource constrained ad hoc sensor networks. The load profiles...
Sehgal, Shoaib, Gondal, Iqbal, Dooley, Laurence
Microarray data is used in a large number of applications ranging from diagnosis through to drug discovery. Such data however, often contains multiple missing genetic expressions which are generally...
Mansoor Raza, Iqbal Gondal, David Green, Ross L. Coppel
Decision-in decision-out fusion architecture can be used to fuse the outputs of multiple classifiers from different diagnostic sources. In this paper, Dempster-Shafer Theory (DST) has been used to...
An Energy-Aware Dynamic Clustering Algorithm for Load Balancing in Wireless Sensor Networks (2006)
Mudasser Iqbal, Iqbal Gondal, Laurence Dooley
Abstract – Energy efficient dynamic clustering offers a flexible paradigm to reconfigure the network in order to maximise network’s life-time in resource constrained ad hoc sensor networks. The...
Sehgal, Shoaib, Gondal, Iqbal, Dooley, Laurence S.
Microarrays have unique ability to probe thousands of genes at a time that makes it a useful tool for variety of applications, ranging from diagnosis to drug discovery. However, data generated by...
Missing values imputation for cDNA microarray data using ranked covariance vectors (2005)
Sehgal, Shoaib, Gondal, Iqbal, Dooley, Laurence S.
Microarray data are used in a range of application areas in biology, from diagnosis through to drug discovery; however such data often contains multiple missing genetic expression values that degrade...
Sehgal, Shoaib, Gondal, Iqbal, Dooley, Laurence S.
Motivation: Microarray data are used in a range of application areas in biology, although often it contains considerable numbers of missing values. These missing values can significantly affect...
Muhammad Shoaib, B. Sehgal, Iqbal Gondal, Laurence S. Dooley
Motivation: Microarray data is used in a range of application areas in biology, though often it contains considerable numbers of missing values. These missing values can significantly affect...
Sehgal, Muhammad Shoaib B., Gondal, Iqbal, Dooley, Laurence S.
Motivation: Microarray data are used in a range of application areas in biology, although often it contains considerable numbers of missing values. These missing values can significantly affect...
Sehgal, Muhammad Shoaib B., Gondal, Iqbal, Dooley, Laurence S.
Motivation: Microarray data is used in a range of application areas in biology, though often it contains considerable numbers of missing values. These missing values can significantly affect...
Typescript. Includes bibliographical references (leaves vii, 185-193)
Raza, Mansoor, Gondal, Iqbal, Green, David, Coppel, Ross L
Decision-in decision-out fusion architecture can be used to fuse the outputs of multiple classifiers from different diagnostic sources. In this paper, Dempster-Shafer Theory (DST) has been used to...
How to Improve Postgenomic Knowledge Discovery Using Imputation
Sehgal, Muhammad Shoaib B., Gondal, Iqbal, Dooley, Laurence S., Coppel, Ross
While microarrays make it feasible to rapidly investigate many complex biological problems, their multistep fabrication has the proclivity for error at every stage. The standard tactic has been to...