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US20140279752 System and Method for Generating Ultimate Reason Codes for Computer Models  
A system and method for generating ultimate reason codes for computer models is provided. The system for generating ultimate reason codes for computer models comprising a computer system for...
US20140279746 EXPERT SYSTEM FOR DETERMINING PATIENT TREATMENT RESPONSE  
A medical digital expert system to predict a patient's response to a variety of treatments (using pre-treatment information) is described. The system utilizes data fusion, advanced...
US20110119212 EXPERT SYSTEM FOR DETERMINING PATIENT TREATMENT RESPONSE  
A medical digital expert system to predict a patient's response to a variety of treatments (using pre-treatment information) is described. The system utilizes data fusion, advanced...
US20150012465 DECISION TREE LEARNING  
A method of generating a decision tree is provided. A leaf assignment for each proposed split in generating the decision tree is incremented using a Gray code.
US20110202486 Healthcare Information Technology System for Predicting Development of Cardiovascular Conditions  
Described herein is a framework for predicting development of a cardiovascular condition of interest in a patient. The framework involves determining, based on prior domain knowledge relating to...
US20140025607 Confidence Based Vein Image Recognition and Authentication  
An indexed hierarchical tree search structure converts each registration sample into an equivalent registration model based on the clustering of its registration item descriptors in the leaf nodes...
US20110295621 Healthcare Information Technology System for Predicting and Preventing Adverse Events  
An adverse event may be prevented by predicting the probability of a given patient to have or undergo the adverse event. The probability alone may prevent the adverse event by educating the...
US20120173466 AUTOMATIC ANALYSIS OF LOG ENTRIES THROUGH USE OF CLUSTERING  
A set of log entries is automatically inspected to determine a bug. A training set is utilized to determine clustering of log identifications. Log entries are examined in real-time or...
US20110131453 AUTOMATIC ANALYSIS OF LOG ENTRIES THROUGH USE OF CLUSTERING  
A set of log entries is automatically inspected to determine a bug. A training set is utilized to determine clustering of log identifications. Log entries are examined in real-time or...
US20110099130 Integrated learning for interactive synthetic characters  
A practical approach to real-time learning for synthetic characters grounded in the techniques of reinforcement learning and informed by insights from animal training. The approach simplifies the...
US20120278263 COST-SENSITIVE ALTERNATING DECISION TREES FOR RECORD LINKAGE  
Record Linkage (RL) is the task of identifying two or more records referring to the same entity (e.g., a person, a company, etc.). RL models can be based on Cost Sensitive Alternating Decision...
US20110022551 METHODS AND SYSTEMS FOR GENERATING SOFTWARE QUALITY INDEX  
Methods, systems and computer program code (software) products for generating a software quality index descriptive of quality of a given body of software code include identifying, by analysis of...
US20140108312 Computer-Implemented System And Method For Generating A Training Set For Use During Document Review  
A computer-implemented system and method for generating a training set for use during document review is provided. Classification codes are assigned to a set of documents. Further classification...
US20140222724 GENERATION OF LOG-LINEAR MODELS USING L-1 REGULARIZATION  
A log-linear model may be trained using a modified version of an original limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) algorithm. The modified version may be based on modifying the...
US20130304676 ON-DEVICE REAL-TIME BEHAVIOR ANALYZER  
Methods, systems and devices for generating data models in a communication system may include applying machine learning techniques to generate a first family of classifier models using a boosted...
US20140156565 METHODS AND SYSTEMS FOR PREDICTING LEARNING CURVE FOR STATISTICAL MACHINE TRANSLATION SYSTEM  
The disclosed embodiments relate to a system and method for predicting the learning curve of an SMT system. A set of anchor points are selected. The set of anchor points correspond to a size of a...
US20140172753 RESOURCE ALLOCATION FOR MACHINE LEARNING  
Resource allocation for machine learning is described such as for selecting between many possible options, for example, as part of an efficient training process for random decision tree training,...
US20140058986 Enhanced DeepQA in a Medical Environment  
A DeepQA engine is enhanced to provide a digital medical investigation tool which assists a medical professional in researching potential causes of a set of patient conditions, including clues,...
US20130132308 Enhanced DeepQA in a Medical Environment  
A DeepQA engine is enhanced to provide a digital medical investigation tool which assists a medical professional in researching potential causes of a set of patient conditions, including clues,...
US20120036094 LEARNING APPARATUS, IDENTIFYING APPARATUS AND METHOD THEREFOR  
A learning apparatus acquires a plurality of training samples containing a plurality of attributes and known classes, gives the plurality of training samples to a route node of a decision tree to...
US20140136456 MODELER FOR PREDICTING STORAGE METRICS  
Described herein is a system and method for dynamically managing service-level objectives (SLOs) for workloads of a cluster storage system. Proposed states/solutions of the cluster may be produced...
US20120030156 COMPUTER-IMPLEMENTED METHOD, CLINICAL DECISION SUPPORT SYSTEM, AND COMPUTER-READABLE NON-TRANSITORY STORAGE MEDIUM FOR CREATING A CARE PLAN  
A computer-implemented method for creating a care plan for a patient, the method comprising the steps of (a) receiving an intervention goal, (b) creating a behavioral determinants list using the...
US20130262351 LEARNING REWRITE RULES FOR SEARCH DATABASE SYSTEMS USING QUERY LOGS  
Methods and arrangements for conducting a search using query logs. A query log is consulted and query rewrite rules are learned automatically based on data in the query log. The learning includes...
US20130262350 LEARNING REWRITE RULES FOR SEARCH DATABASE SYSTEMS USING QUERY LOGS  
Methods and arrangements for conducting a search using query logs. A query log is consulted and query rewrite rules are learned automatically based on data in the query log. The learning includes...
US20150127588 PRUNING PROCESS EXECUTION LOGS  
Methods and systems for pruning process execution logs include learning a predictive model from a set of execution traces that characterize a process, where the predictive model determines a...
US20130151444 METHODS AND APPARATUS FOR UTILISING SOLUTIONS TO SAT PROBLEMS  
Computer implemented method to indicate whether a CNF sentence representing a physical system is satisfiable. The method includes structuring a search tree based upon received data representing...
US20130238530 SYSTEMS AND METHODS FOR GENERATING WIND POWER SCENARIOS FOR WIND-POWER-INTEGRATED STOCHASTIC UNIT COMMITMENT PROBLEMS  
The present disclosure relates generally to systematic algorithms (and associated systems and methods) that take a forecast model as input and produce a discrete probability distribution as...
US20140040169 ACTIVE LEARNING WITH PER-CASE SYMMETRICAL IMPORTANCE SCORES  
A method for classifying cases includes receiving a pool of unlabeled cases with associated per-case symmetrical importance scores, applying a selection algorithm with a classifier to a training...
US20140289176 Method and Apparatus for Extracting Entity Names and Their Relations  
According to one embodiment of the invention, a method includes generating a person-name Information Gain (IG)-Tree and a relation IG-Tree from annotated data. The method also includes tagging and...
US20110178962 SYSTEM AND METHOD FOR DYNAMIC ADAPTIVE USER-BASED PRIORITIZATION AND DISPLAY OF ELECTRONIC MESSAGES  
A method and system that dynamically ranks electronic messages based on their situational and inherent dimensions, which are judged by a set of filters. These filters evaluate the different...
US20120130927 Shipping System and Method with Taxonomic Tariff Harmonization  
A system, method and computer-readable medium for providing a harmonized classification code for a good based on input including a database adapted to store content including a harmonized tariff...
US20130103618 DECISION MAKING WITH ANALYTICALLY COMBINED SPLIT CONDITIONS  
Systems, methods, and other embodiments associated with decision making with analytically combined split conditions are provided. In one embodiment, a method for classifying data is provided. An...
US20110282814 METHODS AND SYSTEMS FOR IMPLEMENTING A COMPOSITIONAL RECOMMENDER FRAMEWORK  
A compositional recommender framework using modular recommendation functions is described. Each modular recommendation function can use a discrete technology, such as using clustering, a database...
US20130024406 Scalable Ontology Extraction  
Techniques for facilitating learning of one or more ontological rules of a resource description framework database are provided. The techniques include obtaining ontology vocabulary from a...
US20120109859 Scalable Ontology Extraction  
Techniques for facilitating learning of one or more ontological rules of a resource description framework database are provided. The techniques include obtaining ontology vocabulary from a...
US20140180975 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 to train a classifier may include determining a quality...
US20130159221 Systems for Monitoring Computer Resources  
One embodiment of a system of the present invention for monitoring computer resources includes means for retrieving a set of resource-metric records for a predetermined time interval, means for...
US20150142707 METHOD AND SYSTEM FOR CLUSTERING, MODELING, AND VISUALIZING PROCESS MODELS FROM NOISY LOGS  
A process discovery system that includes an offline system training module configured to cluster similar process log traces using Non-negative Matrix Factorization (NMF) with each cluster...
US20140172756 QUESTION CLASSIFICATION AND FEATURE MAPPING IN A DEEP QUESTION ANSWERING SYSTEM  
System, method, and computer program product to identify relevant features in a deep question answering system, by classifying a first case received by the deep question answering system, and,...
US20110099532 Automation of Software Application Engineering Using Machine Learning and Reasoning  
A system for automatically creating a desired software application design. In response to an input to create a desired software application design, functional requirements for the desired software...
US20130275350 METHODS AND SYSTEMS FOR IDENTIFYING PATIENTS WITH MILD CONGNITIVE IMPAIRMENT AT RISK OF CONVERTING TO ALZHEIMER'S  
Methods and systems for selecting a cohort group or a patient at risk from a population of patients with mild cognitive impairment. The methods include using a computer configured to perform the...
US20110022552 Systems and Methods for Implementing a Machine-Learning Agent to Retrieve Information in Response to a Message  
Mixed-initiative message-augmenting agent systems and methods that provide users with tools that allow them to respond to messages, such as email messages, containing requests for information or...
US20110219079 DISTRIBUTED SYMBOL TABLE WITH INTELLIGENT LOOKUP SCHEME  
In a larger-scale context such as that of a workflow system, a mechanism and a set of rules are for looking up a parameter in a hierarchical symbol table. In accordance with preferred embodiments...
US20150120625 SYSTEM FOR EXTRACTING CUSTOMER FEEDBACK FROM A MICROBLOG SITE  
A system for extracting customer feedback from a microblog site includes a retrieval unit coupled to the microblog site to capture microblog updates. A filter unit coupled to the retrieval unit...
US20110208425 Mining Correlation Between Locations Using Location History  
Techniques describe determining a correlation between identified locations to recommend a location that may be of interest to an individual user. The process constructs a location model to...
US20140324740 Ontology-Based Attribute Extraction From Product Descriptions  
Systems and methods are disclosed herein for obtaining a structured listing of attributes and corresponding values based on an unstructured document, such as a product description in a product...
US20120096551 INTRUSION DETECTING SYSTEM AND METHOD FOR ESTABLISHING CLASSIFYING RULES THEREOF  
A method for establishing classifying rules of an intrusion detecting system is provided with the following steps. First, at least one decision tree is provided. Internal nodes of the decision...
US20130275348 SYSTEM AND METHODS FOR GENERATING OPTIMAL POST TIMES FOR SOCIAL NETWORKING SITES  
A system and methods are disclosed for determining the ideal times for a person, software client, or other entity to post a message to a social networking site. An ideal time is a time when the...
US20140067732 TRAINING DECISION SUPPORT SYSTEMS FROM BUSINESS PROCESS EXECUTION TRACES THAT CONTAIN REPEATED TASKS  
A method for training a machine learning tool to generate a prediction in a business process includes receiving a business process model corresponding to the business process, the business process...
US20120078824 Method and System for Music Recommendation Based on Immunology  
An artificial intelligence song/music recommendation system and method is provided that allows music shoppers to discover new music. The system and method accomplish these tasks by analyzing a...