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US20110137904 CLICKSTREAMS AND WEBSITE CLASSIFICATION  
One embodiment is a method that receives a seed Uniform Resource Locator (URL) that represents a category for website classification. Clickstream data generated from the seed URL and additional...
US20140379619 Automated System For Generative Multimodel Multiclass Classification And Similarity Analysis Using Machine Learning  
A sample of data is placed within a directed graph that comprises a plurality of hierarchical nodes that form a queue of work items for a particular worker class that are used to process the...
US20130103617 Computer-Implemented Systems And Methods For Forecasting And Estimation Using Grid Regression  
Systems and methods are provided for estimating a value for a target variable. A plurality of known entities are assigned to cells of a grid, where the known entities are assigned to the cells...
US20120290510 MULTI-TASK MACHINE LEARNING USING FEATURES BAGGING AND LOCAL RELATEDNESS IN THE INSTANCE SPACE  
A multi-task machine learning component learns a set of tasks comprising two or more different tasks based on a set of examples. The examples are represented by features of a set of features. The...
US20120310867 Method for Learning Remote Control and Learning Remote Control Thereof  
A learning method and a learning remote control in the present invention include: selecting keys to be taught on the learning remote control, and constructing a key series; performing such...
US20140358828 MACHINE LEARNING GENERATED ACTION PLAN  
Apparatuses, systems, methods, and computer program products are disclosed for a machine learning generated action plan. A machine learning module is configured to process different instances of...
US20110302113 MONITORING RELATIONSHIPS BETWEEN DIGITAL ITEMS ON A COMPUTING APPARATUS  
Systems and methods are described herein that facilitate file management on a computing device and/or across multiple computing devices. Actions of a user with respect to digital items on a...
US20150112898 SITE FLOW OPTIMIZATION  
A method and system to present an optimum action in response to a flow of actions in a computer network from a user are provided. For each of a plurality of possible presented actions...
US20110040635 DYNAMIC TARGETING ALGORITHMS FOR REAL-TIME VALUATION OF ADVERTISING PLACEMENTS  
In embodiments of the present invention, improved capabilities are described for dynamically determining an anticipated economic valuation for each of a plurality of potential advertising...
US20110302000 MACHINE LEARNING FOR OPTIMIZATION AND SERVICES  
A valuation optimization method includes generating offeree decision information (buyer decision information, by way of illustrative example) by presenting a sequence of mechanisms to a sequence...
US20140019385 GENERATING A DOCUMENT REPRESENTATION USING SEMANTIC NETWORKS  
A method, system and computer program product for developing a semantic network are disclosed. The system includes a server and a client computer, and the method involves: creating a semantic...
US20100299290 Web Query Classification  
A query phrase may be automatically classified to one or more topics of interest (e.g., categories) to assist in routing the query phrase to one or more appropriate backend databases. A...
US20080126273 Satellite classifier ensemble  
We have discovered a system and method for improving the quality of information extraction applications consisting of an ensemble of per-user, adaptive, on-line machine-learning classifiers that...
US20130346346 SEMI-SUPERVISED RANDOM DECISION FORESTS FOR MACHINE LEARNING  
Semi-supervised random decision forests for machine learning are described, for example, for interactive image segmentation, medical image analysis, and many other applications. In examples, a...
US20120233098 Multiple Hypothesis Tracking  
Embodiments described herein are directed to multiple hypothesis systems and methods for tracking observations that are domain agnostic and involves determining the probability that a given set of...
US20120233097 Multiple Hypothesis Tracking  
Embodiments described herein are directed to multiple hypothesis systems and methods for tracking observations that are domain agnostic and involves determining the probability that a given set of...
US20110161258 Method for Converting Dynamical Systems with Continuous States into Markov Decision Processes with Discrete States  
A continuous dynamical system is converted to a Markov decision process (MDP) with discrete states. A predetermined number of continuous states of the continuous system is selected, wherein each...
US20100312726 FEATURE VECTOR CLUSTERING  
One goal of computer services (e.g., email, web pages, blogs, advertisements, etc.) is to provide a user with Kinds (digital representations of everyday things) that may be relevant and...
US20150202019 MACHINE LEARNING SYSTEM FOR ASSESSING HEART VALVES AND SURROUNDING CARDIOVASCULAR TRACTS  
A machine learning system for evaluating at least one characteristic of a heart valve, an inflow tract, an outflow tract or a combination thereof may include a training mode and a production mode....
US20150112901 MACHINE LEARNING SYSTEM FOR ASSESSING HEART VALVES AND SURROUNDING CARDIOVASCULAR TRACTS  
A machine learning system for evaluating at least one characteristic of a heart valve, an inflow tract, an outflow tract or a combination thereof may include a training mode and a production mode....
US20150262067 Behavioral Analysis for Securing Peripheral Devices  
The various aspects configure a mobile computing device to efficiently identify, classify, model, prevent, and/or correct the conditions and/or behaviors occurring on the mobile computing device...
US20100312650 INTEGRATING AN INTERNET PREFERENCE LEARNING FACILITY INTO THIRD PARTIES  
In embodiments of the present invention improved capabilities are described for a computer program product embodied in a computer readable medium that, when executing on one or more computers,...
US20120054042 ID-VALUE ASSESSMENT DEVICE, ID-VALUE ASSESSMENT SYSTEM, AND ID-VALUE ASSESSMENT METHOD  
An ID-value assessment device includes: an assessment calculation section that calculates a value assessment of a user to be assessed by using an assessment function of outputting the value...
US20110295649 AUTOMATIC CHURN PREDICTION  
Churn prediction is performed by monitoring quality of service levels provided to customers. A time in which the customer is due to either churn or renew his agreement with the service provider...
US20110131166 FUZZY USERS' ATTRIBUTES PREDICTION BASED ON USERS' BEHAVIORS  
A method, apparatus, system, article of manufacture, and computer readable storage medium provide the ability to predict and utilize a user's attributes. A sample user behavior and a sample user...
US20120296856 Recognition Techniques to Enhance Automation In a Computing Environment  
Systems and methods for detecting end of a transaction in a computing environment are provided. The method comprises determining a target area in a graphical user environment displayed on a...
US20140052675 SCHEDULE MANAGEMENT METHOD, SCHEDULE MANAGEMENT SERVER, AND MOBILE TERMINAL USING THE METHOD  
A schedule management method is provided. The schedule management method includes acquiring user schedule information, extracting at least one piece of expected event information based on the user...
US20140309122 KNOWLEDGE-DRIVEN SPARSE LEARNING APPROACH TO IDENTIFYING INTERPRETABLE HIGH-ORDER FEATURE INTERACTIONS FOR SYSTEM OUTPUT PREDICTION  
Systems and methods are disclosed for Knowledge-Driven Sparse Learning to Identify Interpretable High-Order Feature Interactions. This is done by generating one or more functional groups from gene...
US20140067729 Human Memory Enhancement Using Machine Learning  
Techniques for providing a prompt for real-time cognitive assistance. A method includes analyzing input from at least one environmental sensor to identify context information pertaining to a user...
US20150206064 Method for supervised machine learning  
A method for solving the supervised machine learning problem. A supervised machine learning algorithm is provided with training examples and is capable of classifying new measurements as belonging...
US20110307428 Screening Information for a Coverage Model  
It is disclosed to determine whether information useable for a generating/updating process that comprises generating and/or updating at least one model for a coverage area of a communication node...
US20090254417 HYDRATE-BASED DESALINATION USING COMPOUND PERMEABLE RESTRAINT PANELS AND VAPORIZATION-BASED COOLING  
The invention concerns cyberpersonalities, including their and varied use in artificial reality. A cyberpersonality is comprised of a base personality (12). The base personality (12) is selected...
US20120221496 Text Classification With Confidence Grading  
A computer implemented method and system is provided for classifying a document. A classifier is trained using training documents. A list of first words is obtained from the training documents. A...
US20110166716 INTEGRATED AND OPTIMIZED DISTRIBUTED GENERATION AND INTERCONNECT SYSTEM CONTROLLER  
Systems and methods for designing and controlling distributed generation resources are disclosed. Monolithic or distributed controllers control the power requests sent to each distributed...
US20110125680 Effects of Risk Factors on User Health  
Risk factor data can be processed by a risk factor coaching engine to determine health risk for a user. The risk factor coaching engine may be executed within a health coaching protocol to perform...
US20120251008 Classification Algorithm Optimization  
Classification algorithm optimization is described. In an example, a classification algorithm is optimized by calculating an evaluation sequence for a set of weighted feature functions that orders...
US20110153519 SYSTEMS AND METHODS FOR GENERATING TRIGGER NETWORKS CORRESPONDING TO EVENT-CONDITION-ACTION RULES  
Systems and methods consistent with the invention may include executing a business task by receiving an instruction to execute a business task; generating an event-condition-action (ECA) rule...
US20150074022 METHOD AND SYSTEM OF AUTOMATICALLY DOWNLOADING MEDIA CONTENT IN A PREFERRED NETWORK  
In one exemplary aspect, a sorted list of scored media content episodes is received with a computing device of a user. Each respective media content episode is scored by an iterative autotuning...
US20140236875 MACHINE LEARNING FOR REAL-TIME ADAPTIVE WEBSITE INTERACTION  
Apparatuses, systems, methods, and computer program products are disclosed for website interaction. An input module is configured to receive information from multiple sources. The information may...
US20150039539 Method and Apparatus For Propagating User Preference Information in a Communications Network  
A method for propagating user preference information in a communications network, in which the user preference information may be available for a subset of users within the network. The method...
US20100312786 SYSTEM AND METHOD FOR DEVELOPMENT OF SEARCH SUCCESS METRICS  
A system and method for development of search success metrics. A plurality of search engine result pages are collected and a target page success metric is determined for each page. A plurality of...
US20110082670 UNIFIED GRAPH MATCHING IN EUCLIDEAN SPACES AND APPLICATIONS TO IMAGE COMPARISON AND RETRIEVAL  
A first graph embedded in a Euclidean space is modeled by a globally rigid first model graph that includes all vertices and edges of the first graph and has a preselected maximum clique size. The...
US20140330760 CONTENT DISTRIBUTION  
The distribution of content items, such as news items, in a news publishing platform is governed by a plurality of interrelated factors. These factors include publisher bias, trust bias, and...
US20150106305 INTELLIGENT APPARATUS FOR PROVIDING PERSONALIZED CONFIGURATION OF WHEELCHAIR TILT AND RECLINE  
A method and apparatus for providing personalized configuration of physical supports for the human body, comprising accepting input including an individual's demographic information, neurological...
US20140195465 MONITOR-MINE-MANAGE CYCLE  
A monitor-mine-manage cycle is described, for example, for managing a data center, a manufacturing process, an engineering process or other processes. In various example, the following steps are...
US20110093417 TOPICAL SENTIMENTS IN ELECTRONICALLY STORED COMMUNICATIONS  
The present application presents methods for performing topical sentiment analysis on electronically stored communications employing fusion of polarity and topicality. The present application also...
US20140279739 RESOLVING AND MERGING DUPLICATE RECORDS USING MACHINE LEARNING  
According to various embodiments of the present invention, an automated technique is implemented for resolving and merging fields accurately and reliably, given a set of duplicated records that...
US20140244549 Predictive Cueing  
A method and system that provide for decision support and/or training support in crisis decision-making situations are provided. In one implementation, for example, a method identifies patterns...
US20130110746 IDENTIFICATION OF ENTITIES LIKELY TO ENGAGE IN A BEHAVIOR  
To entities that are likely to engage in a behavior, a behavior discrimination threshold for each of a plurality of behavior variables is determined. Variable values for each entity of a plurality...
US20130226844 Content Summarizing and Search Method and System Using Thinking System  
The present invention relates to a system and method for information process using artificially constructed apparatus. In one preferred embodiment of the present invention, if the task for the...