A fully reversible data transform technique enhancing data compression of SMILES data
Scanlon, Shagufta A. Ridley, Mick J.
Scanlon, Shagufta A.
Ridley, Mick J.
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2013
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Abstract
The requirement to efficiently store and process SMILES data used in Chemoinformatics creates a demand for efficient techniques to compress this data. General-purpose transforms and compressors are available to transform and compress this type of data to a certain extent, however, these techniques are not specific to SMILES data. We develop a transform specific to SMILES data that can be used alongside other general-purpose compressors as a preprocessor and post-processor to improve the compression of SMILES data. We test our transform with six other general-purpose compressors and also compare our results with another transform on our SMILES data corpus, we also compare our results with untransformed data.
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Scanlon, S. and Ridley, M. (2013) A fully reversible data transform technique enhancing data compression of SMILES data. In: Cuzzocrea, A., et al. (Eds.) Availability, Reliability and Security in Information Systems and HCI. Lecture Notes in Computer Science, vol 8127. Berlin, Heidelberg: Springer, pp. 54-68.
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