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US20150161524 SAMPLING FROM A SET SPINS WITH CLAMPING  
The techniques and structures described herein generally relate to sampling from an available probability distribution to create a desirable probability distribution. This resultant distribution...
US20110145175 Methods, Systems and Media Utilizing Ranking Techniques in Machine Learning  
Methods, systems and media are taught utilizing ranking techniques in machine learning to learn a ranking function. Specifically, ranking algorithms are applied to learn a ranking function that...
US20150234804 JOINT MULTIGRAM-BASED DETECTION OF SPELLING VARIANTS  
Content processing includes receiving a set of a correctly spelled alert words and at least one spelling variant corresponding to each correctly spelled alert word; determining at least one...
US20150058264 METHOD AND SYSTEM OF ITERATIVELY AUTOTUNING PREDICTION PARAMETERS IN A MEDIA CONTENT RECOMMENDER  
In one exemplary embodiment, a method of a computerized media-content recommender includes receiving a user-judgment score based on an historical user-listening data with respect to a media...
US20140297571 Justifying Passage Machine Learning for Question and Answer Systems  
Mechanisms are provided for generating an answer to an input question. An input question is received and a set of candidate answers is generated along with, for each candidate answer in the set of...
US20110238604 COMPUTER-AIDED DIAGNOSTIC SYSTEMS AND METHODS FOR DETERMINING SKIN COMPOSITIONS BASED ON TRADITIONAL CHINESE MEDICINAL (TCM) PRINCIPLES  
Computer-aided systems and methods are provided for determining the skin composition of a specific user according to Traditional Chinese Medicinal (TCM) principles by statistically analyzing...
US20110099134 Method and System for Agent Based Summarization  
A method and system for using a proxy agent based access to documents and the corresponding summaries and its subsequent usage is disclosed. The method and system provides for retrieving a...
US20150220843 Estimating affective response to a token instance utilizing a window from which the token instance was removed  
Described herein are embodiments of systems, method, and computer programs for estimating affective response to a token instance of interest. A measurement of affective response of the user to a...
US20140372345 CONTEXTUAL PREDICTION OF USER WORDS AND USER ACTIONS  
An operating sequence for a handheld computing device manages the device to automatically detect cues describing the device's environmental and user actions performed with the device, learn which...
US20140006320 Method and system for robot understanding, knowledge, conversation, volition, planning, and actuation  
A system for understanding and storing knowledge and plans in a speakable, formal class of languages, allowing querying and retrieving of that knowledge and plan (conversation), and of deciding...
US20140067731 MULTI-DIMENSIONAL INFORMATION ENTRY PREDICTION  
Intended meanings of user input character strings having multiple interpretations and having a single intended meaning are predicted in real time as they are entered by applying a profile thereto....
US20110106733 SYSTEM AND METHOD FOR PATIENT-MANAGED ORAL ANTICOAGULANT THERAPY  
A system for facilitating patient-managed anticoagulant therapy having patient portals for receiving patient information associated with a current case. Each patient portal has a patient portal...
US20130159224 TECHNIQUES FOR REAL-TIME CUSTOMER PREFERENCE LEARNING  
Techniques for real-time offer customer preference learning are presented. Local agents on communication channels are equipped with predefined rules that capture actions and behaviors of customers...
US20150046376 SYSTEMS AND METHODS FOR CREATING AN ARTIFICIAL INTELLIGENCE  
A computer system implemented method of creating and using artificial intelligence wherein the system includes a first table including at least one textual portion and at least one context phrase...
US20120323828 FUNCTIONALITY FOR PERSONALIZING SEARCH RESULTS  
A query processing system is described herein for personalizing results for a particular user. The query processing system operates by receiving a query from a particular user u who intends to...
US20150195224 METHOD AND SYSTEM FOR CLASSIFYING MAN VS. MACHINE GENERATED E-MAIL  
A computer system, computer program product, and computer-implemented method for communicating electronic messages over a communication network coupled thereto are provided. The computer system...
US20140108310 SYSTEM AND METHOD FOR OPTIMIZING TEAMS  
A system, method and program product for optimizing a team to solve a problem. The system includes: a team building system for building a fundamental analytic team from a database of analysts to...
US20150006442 FACILITATING MACHINE LEARNING IN AN ONLINE SOCIAL NETWORK  
Automatic machine-learning processes and systems for an online social network are described. During operation of the online social network, a system can automatically collect labeled training...
US20150195145 SCHEDULING A NETWORK ATTACK TO TRAIN A MACHINE LEARNING MODEL  
In one embodiment, a device evaluates a set of training data for a machine learning model to identify a missing feature subset in a feature space of the set of training data. The device identifies...
US20130282630 Task-agnostic Integration of Human and Machine Intelligence  
A system combines inputs from human processing and machine processing, and employs machine learning to improve processing of individual tasks based on comparison of human processing results. Once...
US20150213361 PREDICTING INTERESTING THINGS AND CONCEPTS IN CONTENT  
An “Engagement Predictor” provides various techniques for predicting whether things and concepts (i.e., “nuggets”) in content will be engaging or interesting to a user in arbitrary content being...
US20130325763 PREDICTING LIKELIHOOD OF ON-TIME PRODUCT DELIVERY, DIAGNOSING ISSUES THAT THREATEN DELIVERY, AND EXPLORATION OF LIKELY OUTCOME OF DIFFERENT SOLUTIONS  
A task effort estimator may determine a probability distribution of an estimated effort needed to complete unfinished tasks in a project based on one or more of a set of completed tasks belonging...
US20140279736 METHOD AND SYSTEM FOR MAPPING SHORT TERM RANKING OPTIMIZATION OBJECTIVE TO LONG TERM ENGAGEMENT  
Method, system, and programs for identifying a target metric. In one example, at least one first type of metric computed based on a first period associated with a first length of time is measured...
US20130179260 Predicting Trends Using A Geographic Position System  
Embodiments of the invention relate to dynamic assessment of a prior purchase pattern to predict a future purchase. The prior purchase pattern is tracked and mapped to a geographic position...
US20130268468 METHOD AND APPARATUS FOR INTENT MODELING AND PREDICTION  
A method and apparatus enables identification of customer characteristics and behavior, and predicts the customer's intent. Such prediction can be used to adopt various business strategies to...
US20150100524 SMART SELECTION OF TEXT SPANS  
A text span forming either a single word or a series of two or more words that a user intended to select is predicted. A document and a location pointer that indicates a particular location in the...
US20140122388 QUERY GENERATION AND TIME DIFFERENCE FEATURES FOR SUPERVISED SEMANTIC INDEXING  
Semantic indexing methods and systems are disclosed. One such method is directed to training a semantic indexing model by employing an expanded query. The query can be expanded by merging the...
US20140304198 Question-Related Identification of Relevant Social Communities  
Methods, products, apparatus, and systems may identify one or more relevant social communities for one or more questions. Additionally, a user-question affinity value between a user and a question...
US20140052674 SYSTEM, METHOD AND COMPUTER PROGRAM PRODUCT FOR CLASSIFICATION OF SOCIAL STREAMS  
A system that labels an unlabeled message of a social stream. The system including a memory device storing instructions to execute a training model, the training model being trained based on...
US20140040171 CONTENT-BASED DEMOGRAPHIC ESTIMATION OF USERS OF MOBILE DEVICES AND USAGE THEREOF  
Method, apparatus and product for content-based demographic estimation of users of mobile devices and usage thereof. One method comprising: obtaining a list of applications that are installed on a...
US20120233101 CLUSTER ANALYSIS SYSTEM AND METHOD TO IMPROVE SORTING PERFORMANCE  
A method for classifying an unknown part includes acquiring a broadband frequency response for a plurality of parts in a training set of parts, the training set of parts including a plurality of...
US20110125681 FEATURE EXTRACTION METHOD, FEATURE EXTRACTION APPARATUS, AND FEATURE EXTRACTION PROGRAM  
Provided are a feature extraction method of creating a feature vector for objectively evaluating the sequence of aptamer on the basis of the biological features and a feature extraction apparatus...
US20140337256 INFLUENCE LEARNING IN AN ENVIRONMENTALLY MANAGED SYSTEM  
Systems and methods are described for updating an influence model used to manage physical conditions of an environmentally controlled space. A method comprises operating an environmental...
US20140358825 USER INTERFACE FOR MACHINE LEARNING  
Apparatuses, systems, methods, and computer program products are disclosed for machine learning results. An input module may receive user input identifying a value for a machine learning...
US20150213376 METHODS AND SYSTEMS FOR GENERATING CLASSIFIERS FOR SOFTWARE APPLICATIONS  
There is provided a method for training a classifier for classifying applications, comprising: identifying, at a central server, features from training software applications; identifying a...
US20140379616 System And Method Of Tuning Item Classification  
Systems and methods are disclosed herein for tuning an item classification. In one aspect, a method may include receiving, by a computing device, a classification request. The computing device may...
US20140330755 INTELLIGENT SEARCHING OF ELECTRONICALLY STORED INFORMATION  
Technologies and implementations for training a predictive intelligence associated with electronic discovery (e-discovery) are generally disclosed.
US20110144804 DEVICE AND METHOD FOR EXPRESSING ROBOT AUTONOMOUS EMOTIONS  
A device for expressing robot autonomous emotions comprises: a sensing unit; a user emotion recognition unit, recognizing current user emotional states after receiving sensed information from the...
US20100049770 INTERACTIONS AMONG ONLINE DIGITAL IDENTITIES  
A computer-implemented method is provided, which includes constructing first and second user profiles for respective first and second users, by observing respective online behaviors of the first...
US20110231348 Regularized Dual Averaging Method for Stochastic and Online Learning  
Described is a technology by which a learned mechanism is developed by solving a minimization problem by using regularized dual averaging methods to provide regularized stochastic learning and...
US20140280087 Results of Question and Answer Systems  
Mechanisms are provided for answering questions about at least one previous execution of a question answering (QA) system on a previous input question. An input question is received that is...
US20110191400 L1 Projections with Box Constraints  
Similarities between simplex projection with upper bounds and L1 projection are explored. Criteria for a-priori determination of sequence in which various constraints become active are derived,...
US20090228412 RE-LEARNING METHOD FOR SUPPORT VECTOR MACHINE  
A re-learning method includes: a step of learning an SVM by using a set of training samples for initial learning which have known labels; a step of perturbation-processing the training samples for...
US20080281765 Method of Ranking Politically Exposed Persons and Other Heightened Risk Persons and Entities  
A method for ranking politically exposed persons and/or other persons and entities that pose a heightened risk based on their importance wherein an exposure index is determined for each person in...
US20140214737 Selecting Social Networking System User Information for Display Via a Timeline Interface  
The invention provides a display interface in a social networking system that enables the presentation of information related to a user in a timeline or map view. The system accesses information...
US20130151441 MULTI-TASK LEARNING USING BAYESIAN MODEL WITH ENFORCED SPARSITY AND LEVERAGING OF TASK CORRELATIONS  
Multi-task regression or classification includes optimizing parameters of a Bayesian model representing relationships between D features and P tasks, where D≧1 and P≧1, respective to training data...
US20130018823 Detecting undesirable content on a social network  
A method of detecting undesirable content on a social networking website. The method includes retrieving or accessing a post from a user's social networking page, identifying the content of a...
US20080201280 MEDICAL ONTOLOGIES FOR MACHINE LEARNING AND DECISION SUPPORT  
A medical ontology may be used for computer assisted clinical decision support. Multi-level and/or semantically grouped medical ontology is incorporated into a machine learning algorithm. The...
US20110218948 METHODS FOR DETECTING SPAMMERS AND CONTENT PROMOTERS IN ONLINE VIDEO SOCIAL NETWORKS  
The present invention relates to a method for detecting video spammers and promoters in online video social systems. Using attributes based on the user's profile, the user's social behavior in the...
US20120066161 SIMPLIFIED ALGORITHM FOR ABNORMAL SITUATION PREVENTION IN LOAD FOLLOWING APPLICATIONS INCLUDING PLUGGED LINE DIAGNOSTICS IN A DYNAMIC PROCESS  
Systems and methods are provided for detecting abnormal conditions and preventing abnormal situations from occurring in controlled processes. Statistical signatures of a monitored variable are...