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8170966 |
Dynamic streaming message clustering for rapid spam-wave detection
In some embodiments, a streaming message classification method dynamically allocates a stream of messages to a variable number of clusters (e.g. message categories), each containing messages which...
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8126832 |
Artificial intelligence system
An artificial intelligence system and method for interpreting input from a user and generating a response to the user. The input is converted into an array of concepts which are compared to a...
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8117142 |
Method of real-time crystal peak tracking for positron emission tomography (PET) avalanche-photodiodes (APD) detector
The present invention provides a method of real-time crystal peak tracking for avalanche-photodiode (APD) detectors on positron emission tomography (PET) scanners that satisfies the need to...
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8065245 |
System and method for stimulating conciousness
A simulated consciousness method (10) for an improved human/computer interface. A computer system (12) is programmed to have a Digital Life Form (32) possessing a plurality of attributes (65). A...
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8055592 |
Clustering data objects
A system for clustering data objects includes a module for calculating an importance value of at least one member in a first data object represented as a variable length vector of 0 to N members...
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8032469 |
Recommending similar content identified with a neural network
Methods, systems and computer-readable media for finding similarities between visual objects by evaluating user interactions with a collection of visual objects are provided. Using a neural...
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8027942 |
Method and circuits for associating a complex operator to each component of an input pattern presented to an artificial neural network
The method and circuits of the present invention aim to associate a complex component operator (CC_op) to each component of an input pattern presented to an input space mapping algorithm based...
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8014957 |
Genes associated with progression and response in chronic myeloid leukemia and uses thereof
The invention provides molecular markers that are associated with the progression of chronic myeloid leukemia (CML), and methods and computer systems for monitoring the progression of CML in a...
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8015128 |
Biometric security using neuroplastic fidelity
A system, method and program product for providing biometric security using neuroplastic fidelity. A method is disclosed that includes: receiving biometric data; analyzing the biometric data with a...
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8015143 |
Knowledge discovery agent system and method
A system and method for processing information in unstructured or structured form, comprising a computer running in a distributed network with one or more data agents. Associations of natural...
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8010482 |
Locally computable spam detection features and robust pagerank
The claimed subject matter provides a system and/or a method that facilitates reducing spam in search results. An interface can obtain web graph information that represents a web of pages. A spam...
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7991714 |
Cognitive memory and auto-associative neural network based search engine for computer and network located images and photographs
Designs for cognitive memory systems storing input data, images, or patterns, and retrieving it without knowledge of where stored when cognitive memory is prompted by query pattern that is related...
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7979370 |
Neural network for electronic search applications
A system for information searching includes a first layer and a second layer. The first layer includes a first plurality of neurons each associated with a word and with a first set of dynamic...
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7962437 |
Data comparison using different time periods in data sequences
Data for a first time period in a primary data sequence is compared with data for a second time period in each of a set of secondary data sequences. The durations of the first and second time...
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7953692 |
Predicting candidates using information sources
Embodiments are configured to provide one or more candidates based in part on an input. In an embodiment, a system includes a prediction engine which can be configured to provide one or more ranked...
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7953679 |
Scalable indexing for layout based document retrieval and ranking
A computer-based method and a system for indexing, querying, and ranking documents based on layout are provided. The method includes providing a plurality of documents to computer memory,...
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7937343 |
Method and apparatus for randomized verification of neural nets
Described are techniques for using statistical analysis to reduce the number of samples required in accordance with statistical analysis confidence intervals to verify correctness of a component....
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7937340 |
Automated satisfaction measurement for web search
Context-based user behavior data is collected from a search mechanism. This data includes, for a given query, user feedback (implicit and explicit) on the query and context information on the...
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7895140 |
Neural network learning device, method, and program
It is possible to acquire existing techniques in a neural network model currently studied and developed so as to generalize them as an element technique, and provide modeling of a basic unit of...
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7882055 |
Knowledge discovery agent system and method
A system and method for processing information in unstructured or structured form, comprising a computer running in a distributed network with one or more data agents. Associations of natural...
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7877346 |
Method and system for predicting personal preferences
The invention provides techniques for building multiple predictive models of individuals' affinities for attributes of objects and/or services. The accuracies of multiple predictive models are...
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7853323 |
Selection of neurostimulator parameter configurations using neural networks
In general, the invention is directed to a technique for selection of parameter configurations for a neurostimulator using neural networks. The technique may be employed by a programming device to...
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7849026 |
System and method for simulating conciousness
A simulated consciousness method (10) for an improved human/computer interface. A computer system (12) is programmed to have a Digital Life Form (32) possessing a plurality of attributes (65). A...
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7822554 |
Methods and apparatus for analysis of downhole compositional gradients and applications thereof
A method and system are provided for characterizing a reservoir of interest by comparing measured downhole fluid analysis measurement data with predicted downhole fluid analysis measurement data...
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7809663 |
System and method for supporting the utilization of machine language
A system and method is disclosed which integrates a machine learning solution into a large scale, distributed transaction processing system using a supporting architecture comprising a combination...
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7805309 |
Conversational user interface that mimics the organization of memories in a human brain
A conversational user interface (CUI) is implemented in a computer by mimicking the organization and retrieval of linguistic memories of human conversation. To mimic the organization of linguistic...
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7801839 |
Method for training a learning-capable system
The invention is directed to a method for training at least one learning-capable system comprising the steps of providing a predetermined training data set corresponding to a predetermined number...
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7756800 |
Method for transforming data elements within a classification system based in part on input from a human annotator/expert
A method and system are provided for classifying data items such as a document based upon identification of element instances within the data item. A training set of classes is provided where each...
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7739213 |
Method for developing complex probabilistic models
A method and computer program product to capture expert knowledge and data using probabilistic models. A custom layered structure and nodes reduce the complexity of the model, allowing for...
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7739209 |
Method, system and computer product for classifying web content nodes based on relationship scores derived from mapping content nodes, topical seed nodes and evaluation nodes
Determining the relevance of a web node is disclosed. A seed score value of a first type is assigned to a seed set of nodes. A score value of a second type is derived for the web node based on a...
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7716147 |
Real-time predictive computer program, model, and method
A method for predicting a future occurrence of an event involves obtaining a history of prior occurrences of the event. A plurality of variables is created that are associated with the event....
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7707128 |
Parallel pulse signal processing apparatus with pulse signal pulse counting gate, pattern recognition apparatus, and image input apparatus
In a parallel pulse signal processing apparatus including a plurality of pulse output arithmetic elements (2), a plurality of connection elements (3) which parallelly connect predetermined...
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7707135 |
Enhanced artificial intelligence language
A method of implicitly forming a context in a dialogue with a computer includes forming megacategories linking one or more attributes to one of a plurality of response templates. The method also...
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7702599 |
System and method for cognitive memory and auto-associative neural network based pattern recognition
Designs for cognitive memory systems storing input data, images, or patterns, and retrieving it without knowledge of where stored when cognitive memory is prompted by query pattern that is related...
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7653606 |
Dynamic message filtering
Dynamically filtering and classifying messages, as good messages, bulk periodicals, or spam. A regular expression recognizer, and pre-trained neural networks. The neural networks distinguish...
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7650318 |
Behavior recognition using vectors of motion properties based trajectory and movement type
According to an aspect of the present invention, there is provided with a behavior determining apparatus including: an elemental-behavior extracting unit configured to extract, from trajectory data...
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7647287 |
Suggesting a relationship for a node pair based upon shared connections versus total connections
A first total number of nodes in a first node set directly linked to a first node can be computed. A second total number of nodes in a second node set directly linked to a second node can be...
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7644050 |
Method and apparatus for annotation-based behavior extensions
A method and apparatus is provided for annotation-based behavior extensions. A primary contributor is identified based on a first attribute. Behaviors from a secondary contributor are linked to the...
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7643966 |
Identification of 3D surface points using context-based hypothesis testing
A computer model of a physical structure (or object) can be generated using context-based hypothesis testing. For a set of point data, a user selects a context specifying a geometric category...
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7617182 |
Document clustering based on entity association rules
For each document in a document set, entities are identified and a set of association rules, based on appearance of the entities in the paragraphs of the documents in the set, are derived....
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7593906 |
Bayesian probability accuracy improvements for web traffic predictions
Enhancements to Bayesian prediction models for network location traffic provide increased accuracy in web traffic predictions. The enhancements include implementing user advertising target queries...
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7574416 |
Distance-based spatial representation and prediction systems, methods and computer program products for associative memories
A location of a missing object is predicted based on past sightings of objects including the missing object, and a new sighting of the objects except for the missing object. For a respective given...
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7555469 |
Reconfigurable neural network systems and methods utilizing FPGAs having packet routers
Systems and methods are disclosed for forming reconfigurable neural networks with interconnected FPGAs each having a packet router. Neural network nodes are formed within the FPGAs and connections...
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7499893 |
System method for simulating conciousness
A simulated consciousness method (10) for an improved human/computer interface. A computer system (12) is programmed to have a Digital Life Form (32) possessing a plurality of attributes (65). A...
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7475048 |
Pre-processed feature ranking for a support vector machine
A computer-implemented method is provided for ranking features within a large dataset containing a large number of features according to each feature's ability to separate data into classes. For...
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7472095 |
Methods and apparatus for automatic classification of text messages into plural categories
Systems and techniques for classification of incoming text messages into categories. An initial set of categories is created and populated with a set of initial messages in each category. Incoming...
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7461037 |
Clustering technique for cyclic phenomena
A data processing system processes data arrays that collectively describe cyclic behavior of at least one variable in several entities in a physical process. Each cycle comprises several time...
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7451124 |
Method of analyzing documents
A method for analyzing documents is disclosed. The method compares concepts consisting of groups of terms for similarity within a corpus of document, clusters documents that contain certain concept...
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7426498 |
Method and apparatus for autonomous classification
An autonomous classification device which enables the creation of autonomous classifiers that are easy to deploy, adapt and optimize in the environment in which they are used. The classifier is...
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7333963 |
Cognitive memory and auto-associative neural network based search engine for computer and network located images and photographs
Designs for cognitive memory systems storing input data, images, or patterns, and retrieving it without knowledge of where stored when cognitive memory is prompted by query pattern that is related...
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