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US20130318014 INTERACTIONS AMONG ONLINE DIGITAL IDENTITIES  
A computer-implemented method is provided, which includes constructing, by a computer system, first and second user profiles for respective first and second users, by observing respective online...
US20130185230 MACHINE-LEARNING BASED CLASSIFICATION OF USER ACCOUNTS BASED ON EMAIL ADDRESSES AND OTHER ACCOUNT INFORMATION  
A trust level of an account is determined at least partly based on a degree of the memorability of an email address associated with the account. Additional features such as those based on the...
US20110145823 TASK MANAGEMENT ENGINE  
Systems and methods of the present invention provide for receiving an action item communication by a user, which is then imported by a task management engine into a task list of an electronic...
US20120041904 SYSTEM AND METHOD FOR MANAGING CONTINUED ATTENTION TO DISTANCE-LEARNING CONTENT  
Management of a user's continued attention to distance learning content using a general purpose computer having a central processing unit and an operating system configured to run multiple program...
US20130166480 NAVIGATION SYSTEM WITH POINT OF INTEREST CLASSIFICATION MECHANISM AND METHOD OF OPERATION THEREOF  
A method of operation of a navigation system includes: generating a training data from a randomly sampled uncategorized point of interest; generating a trained classifier model by training a...
US20120290512 Methods for creating a situation dependent library of affective response  
Generating a situation-dependent library comprising a user's expected response to tokens representing stimuli that influence the user's affective state, including: receiving samples comprising...
US20120016824 METHOD FOR COMPUTER-ASSISTED ANALYZING OF A TECHNICAL SYSTEM  
A method for computer-assisted analyzing of a technical system is provided. The technical system is described by a case base including multiple cases, each case including a state vector with a...
US20120158622 INTERACTIVE RECOMMENDATIONS  
An interactive recommendation system generates one or more recommendations (e.g., recommended products, travel destinations, etc.) for a user based on a recommendation model. The recommendation...
US20140195467 BEHAVIOR HISTORY MANAGEMENT SYSTEM, AND BEHAVIOR HISTORY MANAGEMENT METHOD  
Movement histories of a vehicle are registered appropriately in a database. A point specification unit specifies a geographical base of a user as a point serving as a nucleus of behavior of the...
US20120185418 SYSTEM AND METHOD FOR DETECTING ABNORMAL AUDIO EVENTS  
Techniques for detecting abnormal audio events in a given environment, including learning the modeling of the environment to be surveilled during which a database is created by extraction of...
US20140372349 METHOD OF MACHINE LEARNING CLASSES OF SEARCH QUERIES  
A computer-implemented method of determining search intent, comprises: receiving a search query; searching content across a plurality of content classes using the search query, so as to obtain a...
US20110202484 ANALYZING PARALLEL TOPICS FROM CORRELATED DOCUMENTS  
Access is obtained to a parallel corpus including a problem corpus and a solution corpus. A first plurality of topics are mined from the problem corpus and a second plurality of topics are mined...
US20120084238 System and Method to Enable Training a Machine Learning Network in the Presence of Weak or Absent Training Exemplars  
Described is a system and method for training a machine learning network. The method comprises initializing at least one of nodes in a machine learning network and connections between the nodes to...
US20130166481 DISCRIMINATIVE DECISION TREE FIELDS  
A tractable model solves certain labeling problems by providing potential functions having arbitrary dependencies upon an observed dataset (e.g., image data). The model uses decision trees...
US20130103624 Method and system for estimating response to token instance of interest  
Estimating a response to a token instance of interest, including the steps of: receiving token instances to which a user was exposed, receiving a total response of the user to the token instances;...
US20140201111 CONFIDENTIALITY CLASSIFICATION OF FILES  
A method for confidentiality classification of files includes vectorizing a file to reduce the file to a single structured representation; and analyzing the single structured representation with a...
US20150213360 CROWDSOURCING SYSTEM WITH COMMUNITY LEARNING  
Crowdsourcing systems with machine learning are described, for example, to aggregate answers to a crowdsourced task in a manner achieving good accuracy even where observed data about past behavior...
US20120158620 HUMAN-ASSISTED TRAINING OF AUTOMATED CLASSIFIERS  
Many computing scenarios involve the classification of content items within one or more categories. The content item set may be too large for humans to classify, but an automated classifier (e.g.,...
US20110231390 SESSION BASED CLICK FEATURES FOR RECENCY RANKING  
In one embodiment, access one or more query-resource pairs, wherein for each one of the query-resource pairs comprising one of one or more search queries and one of one or more network resources,...
US20150242752 APPROVAL PREDICTION APPARATUS, APPROVAL PREDICTION METHOD, AND COMPUTER PROGRAM PRODUCT  
According to an aspect of the present invention, similarity centrality measures that are centrality measures of proteins that a protein similarity network includes are calculated, interaction...
US20130103496 GENERATION OF USER PROFILES BASED ON FUTURE LOCATIONS  
A computer-implemented method for generating user profiles based on future locations of a user includes receiving one or more future locations along with time duration of a user at each of the one...
US20140351176 ACTIVE LEARNING ON STATISTICAL SERVER NAME EXTRACTION FROM INFORMATION TECHNOLOGY (IT) SERVICE TICKETS  
Access is obtained to a plurality of information technology services problem tickets. At least a first subset of the tickets include free text tickets with server names embedded in unstructured...
US20140229406 SYSTEM AND METHOD FOR IDENTIFYING CONTACTS OF A TARGET USER IN A SOCIAL NETWORK  
When using Web intelligence (“Webint”) to collect information regarding a target social network user, one of the most valuable pieces of information is the target user's List-Of-Friends (LOF). In...
US20110040708 MULTIPLE ENTRY POINT NETWORK FOR STREAM SUPPORT IN A RULE ENGINE  
Some embodiments of a multiple entry point network for stream support in an exemplary rule engine have been presented. In one embodiment, a stream of events is asserted into a working memory of a...
US20100114802 SYSTEM AND METHOD FOR AUTOMATICALLY DISTINGUISHING BETWEEN CUSTOMERS AND IN-STORE EMPLOYEES  
An approach that automatically distinguishes between in-store customers and in-store employees is provided. In one embodiment, there is a learning tool configured to construct a model for an...
US20140289172 METHOD AND DEVICE FOR MULTIMODAL NEUROLOGICAL EVALUATION  
A method of building classifiers for neurological assessment is described. The method comprises the steps of extracting quantitative features from a plurality of clinical features, and selecting a...
US20130297536 MENTAL HEALTH DIGITAL BEHAVIOR MONITORING SUPPORT SYSTEM AND METHOD  
A system and method for monitoring a user's mental health tor and collect data concerning. The user's use of electronic devices is tracked, such as usage of his mobile phone, tablet and his web...
US20100318633 Dynamic Time Weighted Network Identification and Fingerprinting for IP Based Networks Based on Collection  
Techniques described herein describe a dynamic time weighted network identification and/or fingerprinting method. A method includes identifying one or more machines connected to a network of...
US20100299628 AUTOMATIC SASH CONFIGURATION IN A GUI ENVIRONMENT  
A graphical user interface generation system offers a management module that displays GUI elements and a visual indicator in an editing window. The visual indicator is movable in the editing...
US20120191635 CLASSIFICATION TECHNIQUES FOR MEDICAL DIAGNOSTICS USING OPTICAL SPECTROSCOPY  
Mathematical/statistical pattern-recognition systems and methods to distinguish between different pathologies and benign conditions (e.g., normal or cancerous tissue) given spectra measured using...
US20120089544 System and Method for Parameter Evaluation  
The described implementations relate to machine learning. One implementation provides a technique involving logging data that includes outcomes and values of first and second parameters that are...
US20120143795 CROSS-TRACE SCALABLE ISSUE DETECTION AND CLUSTERING  
Techniques and systems for cross-trace scalable issue detection and clustering that scale-up trace analysis for issue detection and root-cause clustering using a machine learning based approach...
US20110252012 Shopping Search Engines  
A web search system uses humans to rank the relevance of results returned for various sample search queries. The search results may be divided into groups allowing training and validation with the...
US20140310208 Facilitating Operation of a Machine Learning Environment  
Machine learning systems are represented as directed acyclic graphs, where the nodes represent functional modules in the system and edges represent input/output relations between the functional...
US20120011083 Product-Centric Automatic Software Identification in z/OS Systems  
A software identification manager selects a unique software module that corresponds to a single knowledge base software product. Next, the software identification manager determines that one or...
US20110196739 SYSTEMS AND METHODS FOR EFFICIENTLY RANKING ADVERTISEMENTS BASED ON RELEVANCY AND CLICK FEEDBACK  
The present invention provides a method and system for ranking and selecting advertisements based on relevancy, click feedback and click over expected click (COEC) data. Advertisements may be...
US20120005132 PREDICTING ESCALATION EVENTS DURING INFORMATION SEARCHING AND BROWSING  
One or more techniques and/or systems are disclosed for predicting escalations in users' goals or concerns in web-based searching and browsing. One or more escalation features are extracted from a...
US20120323829 GRAPH-BASED CLASSIFICATION BASED ON FILE RELATIONSHIPS  
A reliable automated malware classification approach with substantially low false positive rates is provided. Graph-based local and/or global file relationships are used to improve malware...
US20140114891 DISTRIBUTED SCALABLE INCREMENTALLY UPDATED MODELS IN DECISIONING SYSTEMS  
In one embodiment, first weight information indicating a first set of delta values is obtained, where the first set of delta values includes a first delta value for each weight in a set of...
US20130024405 DISTRIBUTED SCALABLE INCREMENTALLY UPDATED MODELS IN DECISIONING SYSTEMS  
In one embodiment, first weight information indicating a first set of delta values is obtained, where the first set of delta values includes a first delta value for each weight in a set of...
US20120150775 SYSTEM FOR SEMANTIC HOME NETWORK MANAGEMENT, CLOUD INFERENCE APPARATUS FOR SEMANTIC HOME NETWORK MANAGEMENT, SEMANTIC HOME NETWORK, AND SEMANTIC HOME NETWORK CONNECTION DEVICE  
A semantic home network management system includes: a home network for collecting sensing information based on a state of a home network and analyzing the collected sensing information to...
US20130110748 Policy Violation Checker  
Methods and systems for identifying problematic phrases in an electronic document, such as an e-mail, are disclosed. A context of an electronic document may be detected. A textual phrase entered...
US20120278262 Suggesting Users for Interacting in Online Applications in a Social Networking Environment  
Users of a social networking system are matched with other users of the social networking system based on the likelihood of both users' being interested in using a social application and the...
US20120130819 METHOD AND SYSTEM FOR PROVIDING CUSTOMIZED CONTENT USING EMOTIONAL PREFERENCE  
A system and method for providing customized content using emotional preference is disclosed. In one embodiment, the system comprises a web analytics server, at least one website server and at...
US20090012921 METHOD FOR IDENTIFYING A PERSON'S POSTURE  
A classification method including first classifying an event of any kind by first rules, and then second classifying events, not identified by the first classification, by a learning base...
US20100305993 MANAGED REAL-TIME TRANSACTION FRAUD ANALYSIS AND DECISIONING  
A system, apparatus, and method for providing real-time or pseudo real-time processing of transactions for a set of clients using a common or partially common rule base. Each client is assigned to...
US20120054040 Adaptive Targeting for Finding Look-Alike Users  
A method for adaptive display of internet advertisements to look-alike users using a desired user profile dataset as a seed to machine learning modules. Upon availability of a desired user...
US20110178966 Method for Matching Elements in Schemas of Databases Using a Bayesian Network  
A method matches elements in two schemas for two associated databases using automatic schema matching (ASM), wherein there is one schema for each database, wherein the elements define objects in...
US20130091078 Method And Apparatus To Determine Rules Implementation Decision  
A technique and associated mechanism that guides the user through a set of questions relating to operation rules used in the design of Service Oriented Architecture Systems (SOAs). The questions...
US20150142711 INTERESTINGNESS RECOMMENDATIONS IN A COMPUTING ADVICE FACILITY  
The present disclosure provides a recommendation to a user through a computer-based advice facility, comprising collecting topical information, wherein the collected topical information includes...