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US20140156566 CUSTOMIZED PREDICTORS FOR USER ACTIONS IN AN ONLINE SYSTEM  
Online systems generate predictors for predicting actions of users of the online system. The online system receives requests to generate predictor models for predicting whether a user is likely to...
US20120041902 SYSTEM AND METHOD FOR ASSIGNING USER PREFERENCE SETTINGS FOR A CATEGORY, AND IN PARTICULAR A MEDIA CATEGORY  
A system and method for assigning user preference settings for fields in a category using selected settings for only a subset of the media category fields is disclosed. A subset of fields for a...
US20130290226 SYSTEM AND METHOD FOR SOCIAL GRAPH AND GRAPH ASSETS VALUATION AND MONETIZATION  
A system and method to provide social and graph credit scoring, valuation and monetization. The valuation and monetization system provides users, service providers and other agents with a credit...
US20120005133 SYSTEM AND METHOD FOR MAPPING SS7 BEARER CHANNELS  
A system and method for associating Signaling System 7 logical circuits and bearer channels are presented. The system may include an event detector configured to receive an SS7 signaling message...
US20120271722 Top Friend Prediction for Users in a Social Networking System  
A social networking system predicts a user's top friends among the user's connections in a social networking system. A top friend prediction model receives static data and statistics related to...
US20130212049 Machine Evolutionary Behavior by Embedded Collaborative Learning Engine (eCLE)  
This patent develops and demonstrates the technology required for constructing machine evolutionary behavior within systems to enable evolving learning capability for autonomous recognition of new...
US20140229407 DISTRIBUTING RELEVANT INFORMATION TO USERS OF AN ENTERPRISE NETWORK  
Various implementations are directed to systems, apparatus, computer-implemented methods and storage media for identifying a target set of users of an enterprise network to which to distribute a...
US20150012469 FLIGHT CACHING METHODS AND APPARATUS  
According to some aspects, a system is provided comprising at least one computer readable storage medium storing a cache of flight information comprising a plurality of flight solutions, the cache...
US20130024404 FLIGHT CACHING METHODS AND APPARATUS  
According to some aspects, a system is provided comprising at least one computer readable storage medium storing a cache of flight information comprising a plurality of flight solutions, the cache...
US20140372351 RULE-BASED ITEM CLASSIFICATION  
Systems and methods are disclosed herein for rule-based item classification. The methods include receiving, by a computing device, an item record for analysis. The computing device may determine...
US20110295776 RESEARCH MISSION IDENTIFICATION  
A system and method is described herein that automatically determines if a user of a search engine is conducting a research mission and then provides one or more research tools, one or more...
US20130226839 ROBUST BAYESIAN MATRIX FACTORIZATION AND RECOMMENDER SYSTEMS USING SAME  
In a recommender method, Bayesian Matrix Factorization (BMF) is performed on a matrix having user and item dimensions and matrix elements containing user ratings for items made by users in order...
US20150112903 DEFECT PREDICTION METHOD AND APPARATUS  
Embodiments of the present invention disclose a defect prediction method and apparatus, which relate to the data processing field, and implement accurate and quick locating of a defect in a faulty...
US20110178964 Recommendation System Using Rough-Set and Multiple Features Mining Integrally and Method Thereof  
The present invention solves problems of cold start, first rater, sparsity and scalability for recommendation. A recommendation system according to the present invention finds association rules...
US20140207713 TRANSDUCTIVE FEATURE SELECTION WITH MAXIMUM-RELEVANCY AND MINIMUM-REDUNDANCY CRITERIA  
Various embodiments select features from a feature space. In one embodiment, a set of training samples and a set of test samples are received. The set of training samples includes a set of...
US20140207711 TRANSDUCTIVE FEATURE SELECTION WITH MAXIMUM-RELEVANCY AND MINIMUM-REDUNDANCY CRITERIA  
Various embodiments select features from a feature space. In one embodiment, a set of training samples and a set of test samples are received. The set of training samples includes a set of...
US20100049674 GENERIC CLASSIFICATION SYSTEM  
A classification system including a training device and one or more classification device for classifying one or more vectors other than training vectors. The training device is for selecting...
US20120330867 SYSTEMS AND METHODS FOR LARGE-SCALE RANDOMIZED OPTIMIZATION FOR PROBLEMS WITH DECOMPOSABLE LOSS FUNCTIONS  
Systems and methods directed toward processing optimization problems using loss functions, wherein a loss function is decomposed into at least one stratum loss function, a loss is decreased for...
US20120209797 System And Method For Facilitating Evergreen Discovery Of Digital Information  
A computer-implemented system and method for facilitating evergreen discovery of digital information is provided. A hierarchy of topics for topically-limited subject areas is defined. Seed words...
US20150081604 Video Content Analysis For Automatic Demographics Recognition Of Users And Videos  
A demographics analysis trains classifier models for predicting demographic attribute values of videos and users not already having known demographics. In one embodiment, the demographics analysis...
US20110264511 ONLINE SERVING THRESHOLD AND DELIVERY POLICY ADJUSTMENT  
The present invention provides techniques for use in association with online advertising, relating to use of serving thresholds, associated with predicted click through rates, and delivery...
US20120041911 COMPUTER IMPLEMENTED SYSTEM AND METHOD FOR ASSESSING A NEUROPSYCHIATRIC CONDITION OF A HUMAN SUBJECT  
A method for assessing a neuropsychiatric condition (such as, but not limited to, a risk that a subject may attempt to commit suicide or repeat an attempt to commit suicide, a risk that terminally...
US20140222732 MANAGING EDUCATIONAL CONTENT BASED ON DETECTED STRESS STATE  
The methods and systems described herein may involve determining at least one lifeotype of at least one individual, analyzing the at least one lifeotype, and delivering content to at least one...
US20140058987 MoRPE: a machine learning method for probabilistic classification based on monotonic regression of a polynomial expansion  
The classification problem is commonly encountered when a finite sample of data is leveraged to determine the probabilistic relationship between a category label c and a multivariate coordinate x...
US20150088793 SKILLS ONTOLOGY CREATION  
Disclosed in some examples are systems, methods, and machine readable mediums which allow for the automatic creation of a skills hierarchy. The skills hierarchy comprises an organization of a...
US20140180977 Computationally Efficient Whole Tissue Classifier for Histology Slides  
Systems and methods are disclosed for classifying histological tissues or specimens with two phases. In a first phase, the method includes providing off-line training using a processor during...
US20120323677 CLICK PREDICTION USING BIN COUNTING  
Methods, systems, and computer-storage media having computer-usable instructions embodied thereon for calculating event probabilities are provided. The event may be a click probability. Event...
US20130198120 SYSTEM AND METHOD FOR PROFESSIONAL CONTINUING EDUCATION DERIVED BUSINESS INTELLIGENCE ANALYTICS  
The present disclosure relates to non-linear analytics engine derived business intelligence. More particularly, the present disclosure describes methods and systems that use content associated...
US20110106660 METHOD FOR PROVIDING LEARNING AS A SERVICE (LAAS) IN A LEARNING NETWORK  
The present invention contemplates a variety of improved methods and systems for providing learning of the service (LaaS) in a learning network. At least certain embodiments include systems,...
US20120016820 Stochastic search strategies for multimedia resource discovery and retrieval system  
A method is described for applying distributed stochastic optimization techniques of evolutionary computation using a plurality of servers and a plurality of clients machines being connected via a...
US20110218931 Notifications in a Social Network Service  
Notification techniques in a social network service are described. In an implementation, a status update is analyzed that is communicated via a social network service and is originated by a user....
US20150220842 Estimating affective response to a token instance of interest utilizing a model for predicting interest in token instances  
A user may be exposed to multiple token instances representing stimuli that may influence the affective state of the user. Described herein are embodiments of systems, method, and computer...
US20140108307 METHODS AND SYSTEMS FOR PROVIDING PERSONALIZED AND CONTEXT-AWARE SUGGESTIONS  
Embodiments of the disclosure relate to methods and systems for providing personalized and context-aware suggestions to a user. The method includes providing a user profile. Further, the method...
US20130275347 APPARATUS AND METHOD FOR PREDICTING POTENTIAL CHANGE OF CORONARY ARTERY CALCIFICATION (CAC) LEVEL  
An apparatus and a method predict a patient's potential change of Coronary Artery Calcification (CAC) level using various risk factors including a Coronary Artery Calcification Score (CACS). The...
US20140046877 SYSTEM AND METHOD FOR BUILDING RELATIONSHIP HIERARCHY  
The various embodiments herein provide a method and system for building a relationship hierarchy from big data. The method comprises extracting a plurality of relationships defined between...
US20140058985 Method and Device for Synthesis of Network Traffic  
Embodiments of the present invention provide a method and device for synthesis of network traffic. The method includes extracting a first real traffic composition parameter sequence and a second...
US20120109862 USER DEVICE AND METHOD OF RECOGNIZING USER CONTEXT  
A method and user device for recognizing a user context are provided. The method includes: recognizing at least one behavior generated from an object by analyzing a signal obtained by at least one...
US20100332425 Method for Clustering Samples with Weakly Supervised Kernel Mean Shift Matrices  
A method clusters samples using a mean shift procedure. A kernel matrix is determined from the samples in a first dimension. A constraint matrix and a scaling matrix are determined from a...
US20120016823 DATA COMPRESSION METHOD FOR A CLASSIFIER  
A method of classifying a sample of values related to the use of a server, comprises the steps of recording, by the server, use events in a log; configuring a classifier tool with a behavioral...
US20120246099 LEARNING DEVICE, LEARNING METHOD, AND COMPUTER PROGRAM PRODUCT  
According to an embodiment, a learning device includes a selecting unit, a learning unit, and an evaluating unit. The selecting unit performs a plurality of selection processes of selecting a...
US20140244550 POSTERIOR PROBABILITY PURSUIT FOR ENTITY DISAMBIGUATION  
Various technologies described herein pertain to disambiguation of a mention of an ambiguous entity in a document. A set of candidate entities can be retrieved from an entity knowledge base based...
US20140222730 DISTRIBUTED ARCHITECTURE FOR MACHINE LEARNING BASED COMPUTATION USING A DECISION CONTROL POINT  
In one embodiment, a request is received from a requesting node in a network to assist in distributing a task of the requesting node. Upon receiving the message, a capability to perform the task...
US20110295762 Predictive performance of collaborative filtering model  
For each first entity of a subset of a number of first entities, an expected improvement of a predictive performance of a collaborative filtering model if additional ratings of the first entity in...
US20140358830 LITHOGRAPHIC HOTSPOT DETECTION USING MULTIPLE MACHINE LEARNING KERNELS  
A hotspot detection system that classifies a set of hotspot training data into a plurality of hotspot clusters according to their topologies, where the hotspot clusters are associated with...
US20140279744 CONTINUOUS INTERACTION LEARNING AND DETECTION IN REAL-TIME  
Systems and methods may provide for partitioning a plurality of training samples into a first sequential list of centroids, removing one or more repeating centroids in the first sequential list of...
US20110246262 METHOD OF CLASSIFYING A BILL  
Briefly, embodiments of a method of classifying a bill are disclosed.
US20110112986 Generative Investment Method and System  
A generative investment process method and system is disclosed for managing investment opportunities. The process decomposes investment opportunities into capability components and represents the...
US20150186795 Multistage Learner for Efficiently Boosting Large Datasets  
Implementations of the disclosed subject matter provide methods and systems for using a multistage learner for efficiently boosting large datasets in a machine learning system. A method may...
US20100023331 Speech recognition semantic classification training  
An automated method is described for developing an automated speech input semantic classification system such as a call routing system. A set of semantic classifications is defined for...
US20150052089 INDENTIFYING LOCATIONS OF POTENTIAL USER ERRORS DURING MANIPULATION OF MULTIMEDIA CONTENT  
Disclosed is a novel system and method for indicating a probability of errors in multimedia content. The system determines a user state or possible user distraction level. The user distraction...