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Data Processing: Artificial Intelligence > Neural Network > Learning Task > Classification Or Recognition Classification Or RecognitionClassification Or Recognition patent applications listed are from June 2005 to current and include Date, Patent Application Number, Patent Title, Patent Abstract summary and are linked to the corresponding patent application page.11/02/06 - 20060248030 - Method and apparatus for processing image data The method of processing a first digital image by combining the first digital image with a second digital image includes the first digital image being received from a pixel array, and when receiving the first digital image it is converted into a first continuous sequential data stream. The second digital ... 11/02/06 - 20060248029 - Object-detection method multi-class bhattacharyya boost algorithm used therein The present invention discloses an object-detection method and a multi-class Bhattacharyya Boost algorithm used therein, wherein firstly, integral images are calculated from an image data in order to speed up the extraction of the characteristics of the objects; then, multiple rectangles of different sizes are scanned at different locations of ... 10/19/06 - 20060235813 - Learning management server using bayesian methods for adaptive hypermedia A learning management system includes a content storage unit for storing learning content, a user modeling unit in signal communication with the content storage unit and having a user model, a personalization unit in signal communication with the content storage unit for personalizing the learning content stored in the content ... 10/12/06 - 20060230007 - Technique for providing care for an individual with dementia A method for providing care to individuals with dementia is provided. Initially, personal information about an individual with dementia, called person-centered care data, is developed. Next, the person-centered care data is distributed to caregivers, and care is provided to the individual based upon the person-centered care data. The person-centered care ... 10/05/06 - 20060224539 - Computer-aided image analysis Digitized image data are input into a processor where a detection component identifies the areas (objects) of particular interest in the image and, by segmentation, separates those objects from the background. A feature extraction component formulates numerical values relevant to the classification task from the segmented objects. Results of the ... 10/05/06 - 20060224538 - Machine learning A first set of classifiers are trained to predict categories using attributes of cases. A second set of a classifiers are also trained to predict the categories using the attributes of the cases. In addition, the second set of classifiers use the predictions from at least one of the classifiers ... 09/21/06 - 20060212413 - Classification method and apparatus A method for building a classification model for classifying unclassified documents based on the classification of a plurality of documents which respectively have been classified as belonging to one of a plurality of classes, said documents being digitally represented in a computer, said documents respectively comprising a plurality of terms ... 09/14/06 - 20060206443 - Method of, and system for, classification count adjustment A classification count adjustment system for adjusting a count estimate of items in a dataset D classified into a class is disclosed. The system includes a count estimate produced by a classifier of the number of items in the dataset D classified into the class. The system further comprises one ... 09/14/06 - 20060206442 - Systems and methods for managing control systems through java extensions The subject invention relates to packaging industrial control device data points, classes, services, notifications, behaviors, etc. into a suitable format for communication with entities such as SCADA, MES, ERP, and MC systems, applications, intelligent agents, autonomous I/O, sensor networks, etc. without any need for industrial control protocol support by these ... 08/31/06 - 20060195410 - Method of creating pattern for input information A method and an apparatus operate like a human neural network to analyze and store input information and form patterns according to the input and stored information. The apparatus has a preprocessing unit (3), an activity computation unit (5), a mutual repression unit (6), and a composition unit (7). The ... 08/17/06 - 20060184476 - Natural language query system for accessing an information system An interaction system for enabling a user of information systems to interact with the information systems and a method of transmitting user queries from a speech, image or handwriting recognition system to the information systems. The interaction system is connectable to at least one recognition system and at least one ... 08/17/06 - 20060184475 - Missing data approaches in medical decision support systems Missing data is addressed in a medical decision support system. The classifier applied to the patient record with missing data is obtained as a function of the available data. For example, one of a plurality of different classifiers is selected based on the features available in the patient record to ... 08/17/06 - 20060184474 - Data analysis apparatus, data analysis program, and data analysis method There is provided with a data analysis method including: reading out, from a database which is a set of records each including plural explanation variables and a target variable, the target variables of the records; generating a first plurality of clusters based on the read target variables of the records; ... 08/17/06 - 20060184473 - Entity centric computer system A system (100), method and media for an entity centric computer that develops, entity context by layer before analyzing, applying, distributing, maintaining, replicating and/or synchronizing the knowledge developed using said context as required and/or requested. ... 08/10/06 - 20060179021 - Using supervised classifiers with unsupervised data In one embodiment, a method includes converting unsupervised data into supervised data using multiple processes and training multiple supervised classifiers with the supervised data of the processes. In such manner, supervised classifiers may be used to classify unsupervised data. Affinity measures may be determined and data clustered using the resulting ... 08/10/06 - 20060179020 - Classifying an analog function In one embodiment, the present invention includes a method of successively splitting an analog function into high and low ranges and calculating a binary mask for these ranges to obtain a plurality of data regions at a plurality of split levels, and training binary classifiers on the plurality of data ... 08/10/06 - 20060179019 - Deriving predictive importance networks For a first feature of a dataset having a plurality of features, training a classifier to predict the first feature in terms of other features in the data set to obtain a trained classifier; scrambling the values of a second feature in the data set to obtain a scrambled data ... 07/13/06 - 20060155662 - Sentence classification device and method A DT matrix generation means (11) generates a DT matrix (11A) from each document (D) in a document set (21) and each term (T) in a term list (22). A DT matrix transformation means (12) generates a transformed DT matrix (11B) by performing DM decomposition of the DT matrix (11A). ... 07/06/06 - 20060149693 - Enhanced classification using training data refinement and classifier updating A method refines labeled training data audio classification of multimedia content. A first set of audio classifiers is trained using labeled audio frames of a training data set having labels corresponding to a set of audio features. Each audio frame of the labeled training data set is classified using the ... 06/29/06 - 20060143142 - Logic arrangement, data structure, system and method for multilinear representation of multimodal data ensembles for synthesis, rotation and compression A data structure, method, storage medium and logic arrangement are provided for use in collecting and analyzing multilinear data describing various characteristics of different objects. In particular it is possible to recognize an unknown object or an unknown viewpoint of an object, as well as synthesize a known viewpoint never ... 05/25/06 - 20060112043 - Maximizing mutual information between observations and hidden states to minimize classification errors The present invention relates to a system and methodology to facilitate machine learning and predictive capabilities in a processing environment. In one aspect of the present invention, a Mutual Information Model is provided to facilitate predictive state determinations in accordance with signal or data analysis, and to mitigate classification error. ... 05/25/06 - 20060112042 - Probability estimate for k-nearest neighbor Systems and methods are disclosed that facilitate producing probabilistic outputs also referred to as posterior probabilities. The probabilistic outputs include an estimate of classification strength. The present invention intercepts non-probabilistic classifier output and applies a set of kernel models based on a softmax function to derive the desired probabilistic outputs. ... 05/25/06 - 20060112041 - Heuristic method of classification The invention concerns heuristic algorithms for the classification of Objects. A first learning algorithm comprises a genetic algorithm that is used to abstract a data stream associated with each Object and a pattern recognition algorithm that is used to classify the Objects and measure the fitness of the chromosomes of ... 05/25/06 - 20060112040 - Device, method, and program for document classification A document classifying device, including (a) a vector creating element for creating a document feature vector from an input document to be classified, based upon frequencies with which predetermined collocations occur in the input document; and (b) a classifying element for classifying the input document into one of a number ... 05/25/06 - 20060112039 - Incremental data fusion and decision making system and associated method A computer implemented adaptive ensemble classifier is provided which includes: a plurality of classifiers; a decision structure that maps respective classifier combinations to respective classification decision results; and a plurality of respective sets of weights associated with respective classifier combinations. ... 05/25/06 - 20060112038 - Classifier performance Methods, machines, and machine readable media storing machine-readable instructions for improving classifier performance are described. In one aspect, threshold vectors Tk=(t1k, t2k, . . . , tnk) are input into a classifier that includes a cascade of n classification stages. Each classification stage i has a respective classification boundary that ... 05/25/06 - 20060112037 - Process and implementation for using byte code insertion to modify a class definition to define and use probes for application components A mechanism is provided for just-in-time instrumentation that uses bytecode insertion to modify a class definition to store a reference to the static class information to be used by probes. A hook is inserted to provide a callback to one or more probes. When the bytecode inserted hook is executed, ... 05/25/06 - 20060112036 - Method and system for identifying questions within a discussion thread A method and system for classifying messages of a discussion thread as questions is provided. A classification system generates a classifier to classify messages of discussion threads as question messages or non-question messages. The system trains the classifier using the feature vectors and input classifications derived from a training set ... 05/25/06 - 20060112035 - Methods and apparatus for transmitting signals through network elements for classification The present invention provides techniques for transmitting at least one signal through an element of a classification system. One or more input signals are received at the element. One or more functional components are extracted from the one or more input signals, and one or more membership components are extracted ... 04/20/06 - 20060085366 - Method and system for creating hierarchical classifiers of software components A method for creating hierarchical classifiers of software components in a learning system, each software component comprising an identifier and a rule for processing an input message, the method comprising the steps of: receiving an input message by a first software component; parsing the input message to identify an input ... 04/06/06 - 20060074829 - Method and system for generating object classification models A method for generating object classification models is disclosed. Initially, a set of training data is fed into a training algorithm to generate a first object classification model. A set of field data is then applied to the first object classification model to produce a set of field object classifications. ... 04/06/06 - 20060074828 - Methods and apparatus for detecting temporal process variation and for managing and predicting performance of automatic classifiers Techniques for detecting temporal process variation and for managing and predicting performance of automatic classifiers applied to such processes using performance estimates based on temporal ordering of the samples are presented. ... 04/06/06 - 20060074827 - Methods and apparatus for detecting temporal process variation and for managing and predicting performance of automatic classifiers Techniques for detecting temporal process variation and for managing and predicting performance of automatic classifiers applied to such processes using performance estimates based on temporal ordering of the samples are presented. ... 04/06/06 - 20060074826 - Methods and apparatus for detecting temporal process variation and for managing and predicting performance of automatic classifiers Techniques for detecting temporal process variation and for managing and predicting performance of automatic classifiers applied to such processes using performance estimates based on temporal ordering of the samples are presented. ... 04/06/06 - 20060074825 - System and method for inferring geological classes A system for inferring geological classes from oilfield well input data is described using a neural network for inferring class probabilities and class sequencing knowledge and optimising the class probabilities according to the sequencing knowledge. ... 04/06/06 - 20060074824 - Prediction by collective likelihood from emerging patterns A system, method and computer program product for determining whether a test sample is in a first or a second class of data (for example: cancerous or normal), comprising: extracting a plurality of emerging patterns from a training data set, creating a first and second list containing respectively, a frequency ... 01/26/06 - 20060020563 - Supervised neural network for encoding continuous curves A supervised neural network for encoding continuous thermal curves comprises at least one input node operable to receive input data for predicting a temperature for a thermal curve at one of a plurality of times of day. The neural network further comprises a hidden layer of a plurality of hidden ... 12/22/05 - 20050283450 - Information processing apparatus, information processing method, pattern recognition apparatus, and pattern recognition method In a hierarchical neural network having a module structure, learning necessary for detection of a new feature class is executed by a processing module which has not finished learning yet and includes a plurality of neurons which should learn an unlearned feature class and have an undetermined receptor field structure ... 12/01/05 - 20050267852 - System and method for processing a large data set using a prediction model having a feature selection capability The present invention includes a system and a method for processing large data sets that are too large to conveniently fit into a formal database application. The large data set processing system and method use a prediction model having a feature selection capability to process a fraction of the large ... 09/08/05 - 20050197981 - Method for identifying unanticipated changes in multi-dimensional data sets Unusual or unanticipated changes in multi-dimensional data sets (e.g., time series of image data) are identified using a vector prediction process. A plurality of artificial neural networks are trained to predict values of a subset of a multi-dimensional data set from a second subset of the multi-dimensional data sets. The ... 07/28/05 - 20050165706 - Beauty-related diagnostic methods and systems Features and principles of the present invention may relate to a method for generating a beauty-related diagnosis for an individual. The method may comprise presenting a plurality of topic modules respectively associated with a plurality of distinct characteristics of an individual, presenting a plurality of sub-topic modules for at least ... 07/07/05 - 20050149464 - Pattern recognition utilizing a nanotechnology-based neural network A pattern recognition system, comprising a neural network formed utilizing nanotechnology and a pattern input unit, which communicates with the neural network, wherein the neural network processes data input via the pattern input unit in order to recognize data patterns thereof. Such a pattern recognition system can be implemented in ... 07/07/05 - 20050149463 - Method of training a neural network and a neural network trained according to the method A neural network comprises trained interconnected neurons. The neural network is configured to constrain the relationship between one or more inputs and one or more outputs of the neural network so the relationships between them are consistent with expectations of the relationships; and/or the neural network is trained by creating ... 07/07/05 - 20050149462 - System and method of separating signals A computer-implemented method and apparatus that adapts class parameters, classifies data and separates sources configured in one of multiple classes whose parameters (i.e. characteristics) are initially unknown. A mixture model is used in which the observed data is categorized into two or more mutually exclusive classes. The class parameters for ... 07/07/05 - 20050149461 - Method of occupancy classification in a vehicle seat A method of recognizing and classifying the occupancy in a vehicle seat having an occupancy sensing system, including the steps of sensing the output of an array of sensors that detect a physical presence in a seat and applying the sensor array output as a vector representation to a neural ... 06/02/05 - 20050119982 - Information processing apparatus and method This invention relates to an information processing device and method that enable classification of a new time series pattern. A time series pattern N of a curve L (21) is inputted to an output layer (13) of a recurrent neural network 1. An intermediate layer (12) has already learned a ... ### FreshPatents.com Support |