DATA SYSTEMS PROCESSING
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Abstract
A method, article comprising machine-readable instructions and apparatus that processes data systems for encoding, decoding, pattern recognition/matching and data generation is disclosed. State subsets of a data system are identified for the efficient processing of data based, at least in part, on the data system'"'"'s systemic characteristics.
39 Citations
111 Claims
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1-81. -81. (canceled)
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82. A method of processing data, the method comprising:
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receiving, by a data processor comprising hardware, a data system comprising an aggregate of data units that manifest, as a whole, a state comprised by a state superset that comprises; different states of the data system, or a systemic characteristic of the data system, or both different states of the data system and the systemic characteristic of the data system, the data system corresponding to at least one of;
an encoded message comprising symbols, a compressed message comprising bits, a document comprising graphemes or alphanumeric symbols, a digital picture comprising pixels, a waveform file comprising samples, a video file comprising picture frames, or an executable comprising machine code symbols;determining, by the data processor, probabilities of a plurality of different states of the data system or the systemic characteristic comprised by the state superset based at least in part on a spatial statistical model comprising an element that represents the state comprised by the state superset; constructing, by the data processor, a compressed message comprising an ordered list of identifiers based, at least in part, on a probability of the state of the data system or the systemic characteristic, the ordered list of identifiers representing at least one of the following; a boundary of a state subset, the state subset comprising a subset of states within the state superset, or a state of the data system or the systemic characteristic comprised by the state subset, or the state of the data system or the systemic characteristic comprised by the state superset, wherein, on average, a number of bits needed to construct the compressed message comprising the ordered list of identifiers is less than a number of bits needed to communicate the data system or the systemic characteristic in un-compressed form; configuring, by the data processor, a decoder to generate a generated data system that corresponds to the state of the data system or the systemic characteristic by providing the compressed message comprising the ordered list of identifiers to the decoder; generating, by the decoder, the generated data system based, at least in part, on the compressed message comprising the ordered list of identifiers. - View Dependent Claims (83, 84, 85, 86, 87, 88, 89, 90, 91)
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92. A system comprising:
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a data store configured to store computer-executable instructions; and a hardware processor in communication with the data store, the hardware processor, configured to execute the computer-executable instructions to at least; receive a data system comprising an aggregate of data units that manifest, as a whole, a state comprised by a state superset that comprises; different states of the data system, or a systemic characteristic of the data system, or both different states of the data system and the systemic characteristic of the data system, the data system corresponding to at least one of;
an encoded message comprising symbols, a compressed message comprising bits, a document comprising graphemes or alphanumeric symbols, a digital picture comprising pixels, a waveform file comprising samples, a video file comprising picture frames, or an executable comprising machine code symbols;determine probabilities of a plurality of different states of the data system or the systemic characteristic comprised by the state superset based at least in part on a spatial statistical model comprising an element that represents the state comprised by the state superset; construct a compressed message comprising an ordered list of identifiers based, at least in part, on a probability of the state of the data system or the systemic characteristic, the ordered list of identifiers representing at least one of the following; a boundary of a state subset, the state subset comprising a subset of states within the state superset, or a state of the data system or the systemic characteristic comprised by the state subset, or the state of the data system or the systemic characteristic comprised by the state superset; enable a decoder to generate a generated data system that corresponds to the state of the data system or the systemic characteristic by providing the compressed message comprising the ordered list of identifiers to the decoder. - View Dependent Claims (93, 94, 95, 96, 97, 98, 99, 100, 101)
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102. A method of processing data, the method comprising:
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receiving, by a data processor comprising hardware, a data system comprising an aggregate of data units that manifest, as a whole, a state comprised by a state superset that comprises; different states of the data system, or a systemic characteristic of the data system, or both different states of the data system and the systemic characteristic of the data system, the data system corresponding to at least one of;
an encoded message comprising symbols, a compressed message comprising bits, a document comprising graphemes or alphanumeric symbols, a digital picture comprising pixels, a waveform file comprising samples, a video file comprising picture frames, or an executable comprising machine code symbols;determining, by the data processor, probabilities of a plurality of different states of the data system or the systemic characteristic comprised by the state superset based at least in part on a spatial statistical model comprising an element that represents the state comprised by the state superset; constructing, by the data processor, a compressed message comprising an ordered list of identifiers based, at least in part, on a probability of the state of the data system or the systemic characteristic, the ordered list of identifiers representing at least one of the following; a boundary of a state subset, the state subset comprising a subset of states within the state superset, or a state of the data system or the systemic characteristic comprised by the state subset, or the state of the data system or the systemic characteristic comprised by the state superset; enabling, by the data processor, a decoder to generate a generated data system that corresponds to the state of the data system or the systemic characteristic by providing the compressed message comprising the ordered list of identifiers to the decoder. - View Dependent Claims (103, 104, 105, 106, 107, 108, 109, 110)
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111. A non-transitory computer-readable storage medium storing computer-executable instructions that when executed by a processor perform operations comprising:
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receiving a data system comprising an aggregate of data units that manifest, as a whole, a state comprised by a state superset that comprises; different states of the data system, or a systemic characteristic of the data system, or both different states of the data system and the systemic characteristic of the data system, the data system corresponding to at least one of;
an encoded message comprising symbols, a compressed message comprising bits, a document comprising graphemes or alphanumeric symbols, a digital picture comprising pixels, a waveform file comprising samples, a video file comprising picture frames, or an executable comprising machine code symbols;determining probabilities of a plurality of different states of the data system or the systemic characteristic comprised by the state superset based at least in part on a spatial statistical model comprising an element that represents the state comprised by the state superset; constructing a compressed message comprising an ordered list of identifiers based, at least in part, on a probability of the state of the data system or the systemic characteristic, the ordered list of identifiers representing at least one of the following; a boundary of a state subset, the state subset comprising a subset of states within the state superset, or a state of the data system or the systemic characteristic comprised by the state subset, or the state of the data system or the systemic characteristic comprised by the state superset; enabling a decoder to generate a generated data system that corresponds to the state of the data system or the systemic characteristic by providing the compressed message comprising the ordered list of identifiers to the decoder.
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Specification