SYSTEM FOR PROVIDING DATA ANALYSIS SERVICES USING A SUPPORT VECTOR MACHINE FOR PROCESSING DATA RECEIVED FROM A REMOTE SOURCE
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0 Petitions
Accused Products
Abstract
A network-based system is provided for performing data analysis services using a support vector machine for analyzing data received from a remote user connected to the network. The user transmits a data set to be analyzed and along with an account identifier that allows the analysis service provider to collect payment for the processing services. Once payment has been confirmed, the service provider'"'"'s server transmits the analysis results to the remote user.
57 Citations
65 Claims
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1-32. -32. (canceled)
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33. A computer system for providing data analysis services accessible via a distributed network, the system comprising:
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a remote source in communication with the distributed network; a server in communication with the distributed network for receiving a data set having unknown patterns and an account identifier from the remote source, wherein the server is further operable for communicating over the distributed network with an institution associated with the account identifier in order to provide for payment for the data analysis services from an account identified by the account identifier; one or more storage devices in communication with the server for storing a training and testing dataset having known patterns and the data set from the remote source; a processor in communication with the one or more storage devices for executing a support vector machine, the processor further operable for; pre-processing the training and testing data to clean, transform or expand the data; training and testing the support vector machine until an optimal solution is achieved; collecting the data set from the remote source; pre-processing the data set from the remote source; inputting the pre-processed data set from the remote source into the tested and trained support vector machine to produce an output comprising a recognized pattern within the data set from the remote source; and transmitting the recognized pattern to the server; wherein the server is further operable for transmitting the recognized pattern to the remote source or another remote source after ensuring that payment from the account has been secured. - View Dependent Claims (34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48)
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49. A system for providing data analysis services using a support vector machine for analyzing data received from a remote source, the system comprising:
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a server in communication with a distributed network for receiving a data set and an account identifier from a remote source, the remote source also in communication with the distributed network, wherein the server is further operable for communicating with an institution for conducting a financial transaction in order to receive funds from an account identified by the account identifier; one or more storage devices in communication with the server for storing the dataset; a processor for executing a support vector machine, the processor further operable for; training and testing the support vector machine using a training dataset to provide a trained support vector machine; collecting the dataset received from the remote source; pre-processing the dataset from the remote source; inputting the dataset from the remote source into the tested and trained support vector machine to produce an output comprising a recognized pattern within the dataset from the remote source; and transmitting the output to the remote source or another remote source after ensuring that funds from the account have been secured. - View Dependent Claims (50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65)
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Specification