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IterML: Iterative Machine Learning for Intelligent Parameter Pruning and Tuning in Graphics Processing Units

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  1. Article

    Open Access

    Identifying multi-hit carcinogenic gene combinations: Scaling up a weighted set cover algorithm using compressed binary matrix representation on a GPU

    Despite decades of research, effective treatments for most cancers remain elusive. One reason is that different instances of cancer result from different combinations of multiple genetic mutations (hits). Ther...

    Qais Al Hajri, Sajal Dash, Wu-chun Feng, Harold R. Garner in Scientific Reports (2020)

  2. Article

    Open Access

    Author Correction: Differentiating between cancer and normal tissue samples using multi-hit combinations of genetic mutations

    An amendment to this paper has been published and can be accessed via a link at the top of the paper.

    Sajal Dash, Nicholas A. Kinney, Robin T. Varghese, Harold R. Garner in Scientific Reports (2019)

  3. Article

    Open Access

    Differentiating between cancer and normal tissue samples using multi-hit combinations of genetic mutations

    Cancer is known to result from a combination of a small number of genetic defects. However, the specific combinations of mutations responsible for the vast majority of cancers have not been identified. Current...

    Sajal Dash, Nicholas A. Kinney, Robin T. Varghese, Harold R. Garner in Scientific Reports (2019)

  4. Article

    Open Access

    muBLASTP: database-indexed protein sequence search on multicore CPUs

    The Basic Local Alignment Search Tool (BLAST) is a fundamental program in the life sciences that searches databases for sequences that are most similar to a query sequence. Currently, the BLAST algorithm utili...

    **g Zhang, Sanchit Misra, Hao Wang, Wu-chun Feng in BMC Bioinformatics (2016)

  5. Article

    Open Access

    High-performance biocomputing for simulating the spread of contagion over large contact networks

    Many important biological problems can be modeled as contagion diffusion processes over interaction networks. This article shows how the EpiSimdemics interaction-based simulation system can be applied to the g...

    Keith R Bisset, Ashwin M Aji, Madhav V Marathe, Wu-chun Feng in BMC Genomics (2012)

  6. Article

    Open Access

    Multi-dimensional characterization of electrostatic surface potential computation on graphics processors

    Calculating the electrostatic surface potential (ESP) of a biomolecule is critical towards understanding biomolecular function. Because of its quadratic computational complexity (as a function of the number of at...

    Mayank Daga, Wu-chun Feng in BMC Bioinformatics (2012)

  7. Article

    Open Access

    Missing genes in the annotation of prokaryotic genomes

    Protein-coding gene detection in prokaryotic genomes is considered a much simpler problem than in intron-containing eukaryotic genomes. However there have been reports that prokaryotic gene finder programs hav...

    Andrew S Warren, Jeremy Archuleta, Wu-chun Feng, João Carlos Setubal in BMC Bioinformatics (2010)

  8. Chapter and Conference Paper

    Dynamic Right-Sizing: An Automated, Lightweight, and Scalable Technique for Enhancing Grid Performance

    With the advent of computational grids, networking performance over the wide-area network (WAN) has become a critical component in the grid infrastructure. Unfortunately, many high-performance grid application...

    Wu-chun Feng, Mike Fisk, Mark Gardner, Eric Weigle in Protocols for High Speed Networks (2002)