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Data Processing: Artificial Intelligence > Machine Learning Machine LearningMachine Learning 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 - 20060248026 - Method and apparatus for learning data, method and apparatus for generating data, and computer program A learning apparatus for learning time series data in a link model including a plurality of input time series pattern storage networks and a plurality of output time series pattern storage networks with nodes of the input time series pattern storage networks linked to nodes of the output time series ... 10/26/06 - 20060242090 - Information processing apparatus and program for displaying tree diagram According to one embodiment, an information processing apparatus includes a memory unit which stores attribute information which indicates a characteristic quantity of each of components constituting a product, and parent-child relationship information which indicates a parent-child relationship between the components, a unit which calculates positions on a tree diagram of ... 10/19/06 - 20060235811 - System and method for mining data A system and method for extracting data, hereinafter referred to as MitoMine, that produces a strongly-typed ontology defined collection referencing (and cross referencing) all extracted records. The input to the mining process can be any data source, such as a text file delimited into a set of possibly dissimilar records. ... 10/19/06 - 20060235810 - Method and system for ranking objects of different object types A method and system for ranking objects of different object types based on their popularity is provided. A ranking system calculates the popularity of objects based on relationships between the objects. A relationship indicates how one object is related to another object. Thus, objects of one object type may have ... 10/12/06 - 20060230005 - Empirical validation of suggested alternative queries An information retrieval system includes a query revision architecture that integrates multiple different query revisers, each implementing one or more query revision strategies. A revision server receives a user's query, and interfaces with the various query revisers, each of which generates one or more potential revised queries. The revision server ... 10/12/06 - 20060230004 - Systems and methods for electronic document genre classification using document grammars A system for classifying a genre of an electronic document may include a network processor configured to receive an electronic document and convert the electronic document to rich text format (RTF). The processor may be configured to parse the RTF document into lines of text ordered from top to bottom ... 10/05/06 - 20060224528 - Split machine learning systems Split machine learning systems can be used to generate an output for an input. When the input is received, a determination is made as to whether the input is within a first, second, or third range of values. If the input is within the first range, the output is generated ... 09/28/06 - 20060218106 - Systems and methods for analyzing web site search terms Systems and methods are provided for identifying candidates for new search terms that may be purchased from a search engine company. Candidate search terms are identified from a session log, such as by analyzing the presence of the candidate search terms in relation to data stored in the session log. ... 09/28/06 - 20060218105 - Text searching and categorization tools In one embodiment, a method is carried out. Text data to be mined is accessed. The text data includes text snippets. Rules are encoded in a rule base. A search request is submitted to a search request handler. A search request handler applies the rules from the rules base to ... 09/21/06 - 20060212412 - Methods and systems for induction and use of probabilistic patterns to support decisions under uncertainty Methods and systems are provided for the induction and use of probabilistic patterns in data to support decisions under uncertainty. In an aspect, the proposed approach both suggests a decision and justifies the suggestion in a convenient form for an end-user (e.g., a physician). At least one probabilistic pattern of ... 09/07/06 - 20060200435 - Adaptive social computing methods Methods of applying adaptive social computing systems are disclosed. The social computing systems include capabilities to generate adaptive recommendations and representations of social networks derived, at least in part, from inferences of the preferences and interests of system users based on a plurality of usage behaviors, spanning a plurality of ... 09/07/06 - 20060200434 - Adaptive social and process network systems An adaptive system applied to social network and process network applications is disclosed. These adaptive social networking and tagging systems, and adaptive process network systems, apply algorithms for monitoring user usage behaviors across a plurality of usage behavior categories associated with a computer-based system, and generating recommendations based on inferences ... 09/07/06 - 20060200433 - Adaptive self-modifying and recombinant systems An adaptive self-modifying system, a recombinant fuzzy network system, and an adaptive recombinant system are disclosed. The adaptive self-modifying system includes functions and algorithms for the self modification of structural elements, including relationships among system objects of the adaptive self-modifying system, based at least in part on usage behaviors associated ... 09/07/06 - 20060200432 - Adaptive recommendations systems An adaptive recommendation system and a mobile adaptive recommendation system are disclosed. The adaptive recommendation system and the mobile adaptive recommendation system include algorithms for monitoring user usage behaviors across a plurality of usage behavior categories associated with a computer-based system, and generating recommendations based on inferences on user preferences ... 09/07/06 - 20060200431 - Private clustering and statistical queries while analyzing a large database A database has a plurality of entries and a plurality of attributes common to each entry, where each entry corresponds to an individual. A query is received from a querying entity query and is passed to the database, and an answer is received in response. An amount of noise is ... 08/31/06 - 20060195407 - Situation dependent operation of a semantic network machine A computer-implemented network structure includes a semantic network machine comprised of nodes containing informational contents and links containing relational contents. Relational contents describe the relationship between linked nodes. Some of the nodes are semantic Janus units. Based on time-variable states of each semantic Janus unit, the semantic Janus units perform ... 08/31/06 - 20060195406 - System and method for learning ranking functions on data A machine learning system to rank data within sets is disclosed. The system comprises a ranking module that has differentiable parameters. The system further comprises a cost calculation module that uses a cost function that depends on pairs of examples and which describes an output of the ranking module. Methods ... 08/17/06 - 20060184460 - Automated learning system The present invention relates to a method of implementing, using and also testing a machine learning system. Preferably the system employs the Naïve Bayesian prediction algorithm in conjunction with a feature data structure to provide probability distributions for an input record belonging to one or more categories. Elements of the ... 08/10/06 - 20060179014 - Behavior prediction apparatus, behavior prediction method, and behavior prediction program According to an aspect of the present invention, there is provided with a behavior prediction apparatus including: an area attribute database which stores area attributes of each of a plurality of areas in an activity area of customers; an inter-area attribute database which stores inter-area attributes between two areas; a ... 07/20/06 - 20060161507 - Task/domain segmentation in applying feedback to command control An apparatus for responding to a current user command associated with one of a plurality of task/domains. The apparatus comprises: a digital storage device that stores cumulative feedback data gathered from multiple users during previous operations of the apparatus and segregated in accordance with the plurality of task/domains; a first ... 06/15/06 - 20060129506 - Mobile brain-based device having a simulated nervous system based on the hippocampus A brain-based device (BBD) having a physical mobile device NOMAD controlling and under control by a simulated nervous system. The simulated nervous system is based on an intricate anatomy and physiology of the hippocampus and its surrounding neuronal regions including the cortex. The BBD integrates spatial signals from numerous objects ... 05/11/06 - 20060100971 - System and method for compiling rules created by machine learning program A system, a method, and a machine-readable medium are provided. A group of linear rules and associated weights are provided as a result of machine learning. Each one of the group of linear rules is partitioned into a respective one of a group of types of rules. A respective transducer ... 04/13/06 - 20060080267 - System and method for automatic task prioritization A system and method for automatic task prioritization comprises one or more task queues, a monitoring module, and a decision engine. The decision engine receives tasks and assigns a priority code to each task. Each task is inserted into one of the task queues according to its priority code and ... 04/06/06 - 20060074821 - Spectral kernels for learning machines The spectral kernel machine combines kernel functions and spectral graph theory for solving problems of machine learning. The data points in the dataset are placed in the form of a matrix known as a kernel matrix, or Gram matrix, containing all pairwise kernels between the data points. The dataset is ... 03/16/06 - 20060059112 - Machine learning with robust estimation, bayesian classification and model stacking A system and method for machine learning are provided, the system including a processor, an adapter for receiving instances for two different classes where each instance has a vector of feature values, a filtering unit for estimating distances between two corresponding instances of the two different classes for each of ... 02/02/06 - 20060026110 - Systems and methods for sequential modeling in less than one sequential scan Most recent research of scalable inductive learning on very large streaming dataset focuses on eliminating memory constraints and reducing the number of sequential data scans. However, state-of-the-art algorithms still require multiple scans over the data set and use sophisticated control mechanisms and data structures. There is discussed herein a general ... 01/26/06 - 20060020562 - Apparatus and method for estimating optical flow An apparatus and method for estimating optical flow use equations derived by setting the deformation tensor to zero. ... 01/05/06 - 20060004680 - Contextual responses based on automated learning techniques Techniques are disclosed for using a combination of explicit and implicit user context modeling techniques to identify and provide appropriate computer actions based on a current context, and to continuously improve the providing of such computer actions. The appropriate computer actions include presentation of appropriate content and functionality. Feedback paths ... 12/29/05 - 20050289089 - Methods for multi-class cost-sensitive learning Methods for multi-class cost-sensitive learning are based on iterative example weighting schemes and solve multi-class cost-sensitive learning problems using a binary classification algorithm. One of the methods works by iteratively applying weighted sampling from an expanded data set, which is obtained by enhancing each example in the original data set ... 12/08/05 - 20050273447 - Support vector classification with bounded uncertainties in input data A computer-implemented method for determining a boundary for binary classification includes providing a data set, initializing a value for noise in the data set, and determining a hyperplane dividing the data set and a slack variable given a current value for noise. The method further includes updating the value for ... 12/01/05 - 20050267850 - Machine learning systems and methods A method for using machine learning to solve problems having either a “positive” result (the event occurred) or a “negative” result (the event did not occur), in which the probability of a positive result is very low and the consequences of the positive result are significant. Training data is obtained ... 11/03/05 - 20050246296 - Method and system for calculating importance of a block within a display page A method and system for identifying the importance of information areas of a display page. An importance system identifies information areas or blocks of a web page. A block of a web page represents an area of the web page that appears to relate to a similar topic. The importance ... 09/29/05 - 20050216426 - Methods for feature selection in a learning machine In a pre-processing step prior to training a learning machine, pre-processing includes reducing the quantity of features to be processed using feature selection methods selected from the group consisting of recursive feature elimination (RFE), minimizing the number of non-zero parameters of the system (lo-norm minimization), evaluation of cost function to ... 09/08/05 - 20050197977 - Optimizing performance of a graphics processing unit for efficient execution of general matrix operations A system and method for optimizing the performance of a graphics processing unit (GPU) for processing and execution of general matrix operations such that the operations are accelerated and optimized. The system and method describes the layouts of operands and results in graphics memory, as well as partitioning the processes ... 09/01/05 - 20050192914 - Selecting a profile model for use in optical metrology using a machine learining system A profile model can be selected for use in examining a structure formed on a semiconductor wafer using optical metrology by obtaining an initial profile model having a set of profile parameters. A machine learning system is trained using the initial profile model. A simulated diffraction signal is generated for ... 07/21/05 - 20050160055 - Method and device for dividing a population of individuals in order to predict modalities of a given target attribute A population of individuals defined by at least one source attribute and one target attribute on a database is divided to predict modalities of a given target attribute. Using a region partition model, there are calculated values of a discrete distribution model of independent regions obtained for a plurality of ... 07/14/05 - 20050154687 - Computing prediction results One embodiment of the invention provides a computer-implemented method for providing prediction results to an application system during an interactive session with a user. In this embodiment, the method includes receiving a first set of input values from the application system, using a data mining model along with the first ... 07/14/05 - 20050154686 - Machine-learned approach to determining document relevance for search over large electronic collections of documents The present invention relates to a system and methodology that applies automated learning procedures for determining document relevance and assisting information retrieval activities. A system is provided that facilitates a machine-learned approach to determine document relevance. The system includes a storage component that receives a set of human selected items ... 07/07/05 - 20050149460 - System and method for dynamic profiling of users in one-to-one applications and for validating user rules A system and method for generating and validating a user profile (25) for a user based on a static profile (10) and a dynamic profile (15) of the user. The method and system compresses the dynamic rules (15) into aggregated rules so that the user can view a comparatively small ... 06/30/05 - 20050144149 - Method for boosting the performance of machine-learning classifiers A novel statistical learning procedure that can be applied to many machine-learning applications is presented. Although this boosting learning procedure is described with respect to its applicability to face detection, it can be applied to speech recognition, text classification, image retrieval, document routing, online learning and medical diagnosis classification problems. ... 06/30/05 - 20050144148 - 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 slots. An input routine (2-4) receives multiple data arrays, each data array containing multiple data items, each of which describes a ... 06/30/05 - 20050144147 - Feature regulation for hierarchical decision learning A feature regulation application method for hierarchical decision learning systems receives a feature regulation training data. A feature regulation method uses the feature regulation training data and invokes a plurality of the hierarchical decision learning to create feature subset information output. The feature regulation application method also receives a learning ... 06/30/05 - 20050144146 - Pharmaceutical activity and manufacturing method of four kinds of plant compound production of reducing phlegm A decision processor for 802.11b codewords for 1 Mb and 2 Mb data rates includes a sliding correlator for the acquisition of correlation peaks. During a training interval, these correlation peaks are summed into a channel profile memory. The correlation peaks corresponding to a codeword are added into the channel ... 06/16/05 - 20050131849 - Categorizing and sharing learning objects The present invention provides a novel and non-obvious method and system for administering learning objects within a learning management system. A user can select various learning materials in the system, known as “learning objects”, and can aggregate these learning objects in a special category or “learning folder” directly on the ... 06/16/05 - 20050131848 - Scalable methods for learning bayesian networks The present invention leverages scalable learning methods to efficiently obtain a Bayesian network for a set of variables of which the total ordering in a domain is known. Certain criteria are employed to generate a Bayesian network which is then evaluated and utilized as a guide to generate another Bayesian ... 06/16/05 - 20050131847 - Pre-processed feature ranking for a support vector machine Features are preprocessed (204) to minimize classification error in a Support Vector Machines (200) used to identify patterns in large databases. Pre-processing (204) is performed to constrain features used to train (210) the SVM learning machine. Live data (226) is collected and processed (232) with SVM. ... 06/09/05 - 20050125369 - System and method for accelerating and optimizing the processing of machine learning techniques using a graphics processing unit A system and method for processing machine learning techniques (such as neural networks) and other non-graphics applications using a graphics processing unit (GPU) to accelerate and optimize the processing. The system and method transfers an architecture that can be used for a wide variety of machine learning techniques from the ... 06/09/05 - 20050125368 - Apparatus and program for learning data and apparatus for deciding meaning of image A temporary self-organizing map in which classes are associated with respective vector points is first derived by a first learning section of a data learning apparatus. Thereafter, by use of, for example, an improved method incorporating concept of vicinity learning intp learning vector quantization, a second learning section modifies the ... ### FreshPatents.com Support |