BioinformaticsBioinformaticsPeer-reviewed journal article
MLDSP-GUI: An alignment-free standalone tool with an interactive graphical user interface for DNA sequence comparison and analysis
Abstract
SummaryMLDSP-GUI (Machine Learning with Digital Signal Processing) is an open-source, alignment-free, ultrafast, computationally lightweight, standalone software tool with an interactive Graphical User Interface (GUI) for comparison and analysis of DNA sequences. MLDSP-GUI is a general-purpose tool that can be used for a variety of applications such as taxonomic classification, disease classification, virus subtype classification, evolutionary analyses, among others.\n\nAvailabilityMLDSP-GUI is open-source, cross-platform compatible, and is available under the terms of the Creative Commons Attribution 4.0 International license (http://creativecommons.org/licenses/by/4.0/). The executable and dataset files are available at https://sourceforge.net/projects/mldsp-gui/.\n\nContactgrandha8@uwo.ca\n\nSupplementary informationSupplementary data are available online.
- assay: DNA methylation
- assay: whole-genome sequencing
- research focus: database / resource
- research focus: software / tool
- approach: machine learning (classical)
- Citations
- 29
- FWCI
- 1.32
- Field percentile
- top 20%
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