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US20120004925 HEALTH CARE POLICY DEVELOPMENT AND EXECUTION  
Technology is described for developing health care policies for use in a health care facility. In one example method, a health care policy can be applied in a health care software application and...
US20130282627 LEARNING MULTIPLE TASKS WITH BOOSTED DECISION TREES  
A multi-task machine learning method is performed to generate a multi-task (MT) predictor for a set of tasks including at least two tasks. The machine learning method includes: learning a...
US20140180978 INSTANCE WEIGHTED LEARNING MACHINE LEARNING MODEL  
An instance weighted learning (IWL) machine learning model. In one example embodiment, a method of employing an IWL machine learning model may include identifying a temporal sequence of...
US20130031037 SYSTEM AND METHODOLOGY PROVIDING AUTOMATION SECURITY ANALYSIS AND NETWORK INTRUSION PROTECTION IN AN INDUSTRIAL ENVIRONMENT  
The present invention relates to a system and methodology facilitating automation security in a networked-based industrial controller environment. Various components, systems and methodologies are...
US20150106304 Identifying Purchase Intent in Social Posts  
This document describes techniques for identifying purchase intent in social posts. In one or more implementations, a topic is received and social posts to one or more social networks that are...
US20110313954 COMMUNITY MODEL BASED POINT OF INTEREST LOCAL SEARCH  
The present disclosure describes a community model based point of interest local search platform. Specifically, logs of users that store selections while accessing a point of interest application...
US20150213369 SYSTEM AND METHODOLOGY PROVIDING AUTOMATION SECURITY ANALYSIS AND NETWORK INTRUSION PROTECTION IN AN INDUSTRIAL ENVIRONMENT  
Automation security in a networked-based industrial controller environment is implemented. Various components, systems and methodologies are provided to facilitate varying levels of automation...
US20110040612 MACHINE LEARNING FOR COMPUTING AND TARGETING BIDS FOR THE PLACEMENT OF ADVERTISEMENTS  
In embodiments of the present invention, improved capabilities are described for refining an economic valuation model, through machine learning, to evaluate information relating to a plurality of...
US20120179296 APPARATUS AND METHOD FOR GENERATING MANAGEMENT PLAN OF BUILDING  
An apparatus for generating a management plan of a building includes a basic reference input part for receiving at least one of an indoor-outdoor environment information, a building status...
US20110258045 INVENTORY MANAGEMENT  
Various embodiments provide techniques for inventory management. In one or more embodiments, a probabilistic model is constructed to represent an inventory of ad impressions available from a...
US20130325762 ADAPTIVE REMOTE MAINTENANCE OF ROLLING STOCKS  
Adaptive remote maintenance of rolling stocks is provided by machine-learning (28) of rules. Existing rules or models are automatically updated. Machine learning (28) is applied to establish a...
US20150193685 OPTIMAL TIME TO POST FOR MAXIMUM SOCIAL ENGAGEMENT  
Computer-implemented methods and systems are disclosed for making a recommending providing a post on a social media forum. One exemplary embodiment involves utilizing machine-learning techniques...
US20100325588 SYSTEMS AND METHODS FOR PROVIDING A VISUALIZER FOR RULES OF AN APPLICATION FIREWALL  
The present invention is directed towards systems and methods for generating a representation a plurality of learned rules from a learning engine of an application firewall. The representation may...
US20150081603 Systems and Methods to Facilitate Local Searches Via Location Disambiguation  
Systems and methods use machine learning techniques to resolve location ambiguity in search queries. In one aspect, a dataset generator generates a training dataset using query logs of a search...
US20130290227 Systems and Methods to Facilitate Local Searches via Location Disambiguation  
Systems and methods use machine learning techniques to resolve location ambiguity in search queries. In one aspect, a dataset generator generates a training dataset using query logs of a search...
US20120117007 Systems and Methods to Facilitate Local Searches via Location Disambiguation  
Systems and methods use machine learning techniques to resolve location ambiguity in search queries. In one aspect, a dataset generator generates a training dataset using query logs of a search...
US20110307426 Personalized Health Risk Assessment For Critical Care  
A method for providing a personalized health risk of a patient includes receiving training data corresponding to a plurality of patients and target data corresponding to a target patient;...
US20150127591 IDENTIFYING SUGGESTIVE INTENT IN SOCIAL POSTS  
This document describes techniques for identifying suggestive intent in social posts. In one or more implementations, a topic is received and social posts to one or more social networks that are...
US20130290224 System or Solution Index Fault - Assessment, Identification, Baseline, and Alarm Feature  
A system may be assessed, based on support engineer knowledge, to identify specific, predictive, index fault indicators. The identified fault indicators may be fed into an embedded automation...
US20140129492 CONCEPT NOISE REDUCTION IN DEEP QUESTION ANSWERING SYSTEMS  
Method, computer program product, and system to perform an operation for a deep question answering system. The operation begins by computing a concept score for a first concept in a first case...
US20130254139 Systems and methods for building a universal intelligent assistant with learning capabilities  
Systems and methods disclosed herein relates to building an intelligent assistant that can take in human requests/commands in simple text form, especially in natural language format, and perform...
US20130226846 System and Method for Universal Translating From Natural Language Questions to Structured Queries  
A computer implemented question answering (QA) system and method is provided that automatically finds one or more accurate and concise answers for a natural language question. An automated...
US20120221495 DIGITAL WEIGHT LOSS AID  
A health management system provides instantaneous feedback as to the relationship of food items and exercise to one's fitness level, including one's weight. The health management system does not...
US20150262078 WEIGHTING DICTIONARY ENTITIES FOR LANGUAGE UNDERSTANDING MODELS  
A dictionary used by a spoken language understanding (SLU) system is improved by providing weightings for entities in the dictionary that represent the likelihood each entity belongs to an entity...
US20100114623 USING DETAILED PROCESS INFORMATION AT A POINT OF SALE  
Techniques for using transactional and visual event information to facilitate loss prevention are provided. The techniques include obtaining video of one or more visual events at a point of sale...
US20120023044 Issue Resolution in Expert Networks  
Techniques are provided for improved issue resolution in an expert network. For example, a method comprises the following steps. Information is extracted comprising: content of one or more...
US20120232743 DEVELOPING FAULT MODEL FROM SERVICE PROCEDURES  
A method and system for developing fault models from structured text documents, such as service procedures. A service procedure or other structured text document is parsed using diagnostic rules...
US20140201112 ROBOT TEACHING SYSTEM AND ROBOT TEACHING METHOD  
This robot teaching system includes a teaching tool including an operation portion operated by a user to specify teaching positions and specifying the teaching positions, a measuring portion...
US20140351184 USER SPECIFIC PLAN GENERATION METHOD AND SYSTEM  
The present invention envisages a personalized plan generation system and a method that satisfies maximum user preferences and constraints; besides including a number of enabling features like of...
US20140258190 Method and System for Providing Contextual Based Medication Dosage Determination  
Methods and devices for statistical determination of medication dosage level such as bolus amount based on contextual information are provided.
US20110022550 MIXING KNOWLEDGE SOURCES WITH AUTO LEARNING FOR IMPROVED ENTITY EXTRACTION  
The disclosed embodiments of computer systems and techniques utilize an ensemble semantics framework to combine knowledge acquisition systems that yield significantly higher quality resources than...
US20120226641 TRAINING A SEARCH QUERY INTENT CLASSIFIER USING WIKI ARTICLE TITLES AND A SEARCH CLICK LOG  
Techniques are described herein for training a search query intent classifier using wiki article titles and a search click log. Titles of wiki articles that correspond to links that are associated...
US20100228693 METHOD AND SYSTEM FOR GENERATING A DOCUMENT REPRESENTATION  
A method, system and computer program product for generating a document representation are disclosed. The system includes a server and a client computer, and the method involves: receiving into...
US20120143790 RELEVANCE OF SEARCH RESULTS DETERMINED FROM USER CLICKS AND POST-CLICK USER BEHAVIOR OBTAINED FROM CLICK LOGS  
Data from a click log may be used to generate training data for a search engine. User click behavior and user post-click behavior may be used to assess the relevance of a page to a query. Labels...
US20100332426 METHOD OF IDENTIFYING LIKE-MINDED USERS ACCESSING THE INTERNET  
A method of identifying like-minded users accessing the Internet, comprises presenting a multimedia item to a user on an Internet site visited by the user. The user is offered at least one...
US20140172755 MULTI-DIMENSIONAL FEATURE MERGING FOR SUPPORTING EVIDENCE IN A QUESTION AND ANSWERING SYSTEM  
Method, system, and computer program product to analyze a plurality of candidate answers identified as responsive to a question presented to a deep question answering system, by computing a first...
US20130103619 COMPOSITE PRODUCTION RULES  
A method for forming and using a composite production rule may include compiling, by a computer system, a decision table or a decision tree to generate a composite production rule. The method may...
US20140122381 DECISION TREE TRAINING IN MACHINE LEARNING  
Improved decision tree training in machine learning is described, for example, for automated classification of body organs in medical images or for detection of body joint positions in depth...
US20150227838 LOG-BASED PREDICTIVE MAINTENANCE  
A method of building a model for predicting failure of a machine, including parsing (41) daily machine event logs of one or more machines to extract data for a plurality of features, parsing (42)...
US20150242760 Personalized Machine Learning System  
Machine learning may be personalized to individual users of computing devices, and can be used to increase machine learning prediction accuracy and speed, and/or reduce memory footprint....
US20140122387 PORTABLE WORKLOAD PERFORMANCE PREDICTION FOR THE CLOUD  
A method is disclosed to perform performance prediction for cloud-based databases by building on a computer a cloud database performance model using one or more training workloads; and using the...
US20150213227 THE MODELING TECHNIQUES FOR PREDICTING MORTALITY IN INTENSIVE CARE UNITS  
A medical modeling system and method predict a risk of a physiological condition, such as mortality, for a patient. Measurements of a plurality of predictive variables for the patient are...
US20120078825 SEARCH RESULT RANKING USING MACHINE LEARNING  
Various embodiments include systems and methods for search result ranking using machine learning. A goal model can be created using machine learning. Responsive to a search query, a plurality of...
US20130226847 METHOD AND SYSTEM FOR MACHINE COMPREHENSION  
The AKOS (Artificial Knowledge Object System) of the invention is a software processing engine that relates incoming information to pre-existing stored knowledge in the form of a world model and,...
US20120158623 VISUALIZING MACHINE LEARNING ACCURACY  
The claimed subject matter provides a method for visualizing machine learning accuracy. The method includes receiving a plurality of training instances for the machine learning system. The method...
US20120059779 Personalized Health Risk Assessment For Critical Care  
A method for assessing whether a patient is at risk of developing a clinical condition includes receiving training data representing a set of patient-related variables for each of a plurality of...
US20120246098 Role Mining With User Attribution Using Generative Models  
Applications of machine learning techniques such as Latent Dirichlet Allocation (LDA) and author-topic models (ATM) to the problems of mining of user roles to specify access control policies from...
US20120303556 COMPARISON OF MODELING AND INFERENCE METHODS AT MULTIPLE SPATIAL RESOLUTIONS  
Embodiments provide a position service experimentation system to enable comparison of modeling and inference methods as well as characterization of input datasets for correspondence to output...
US20140279734 Performing Cross-Validation Using Non-Randomly Selected Cases  
A technique to perform cross-validation using a set of randomly selected labeled cases and a set of non-randomly selected labeled cases. A training set for use during cross-validation can include...
US20120166370 SMART ATTRIBUTE CLASSIFICATION (SAC) FOR ONLINE REVIEWS  
Techniques for identifying attributes in a sentence and determining a number of attributes to be associated with the sentence is described.