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1. A virtual sensor that determines one or more predicted future sensor outputs from multiple sensors, comprising: at least one processor; a machine-learned sensor output prediction model, wherein the machine-learned sensor output prediction model has been trained to receive sensor data from multiple sensors, the senso... | Please help me write a proper abstract based on the patent claims. | The present disclosure provides systems and methods that leverage machine learning to refine and/or predict sensor outputs for multiple sensors. In particular, systems and methods of the present disclosure can include and use a machine-learned virtual sensor model that has been trained to receive sensor data from multi... |
1. A computer implemented method of operating a question-answering system comprising: receiving a first question input into a user interface by a user; analyzing the first question by a computer device utilizing a corpus of data to determine a computer generated first answer to the first question and; outputting a comp... | Please help me write a proper abstract based on the patent claims. | A computer program product and method provides a question and answer service that accepts an initial first question from a user and analyzes the question by a first generation subsystem to generate a first answer. A second generation subsystem of the question and answer service is configured to generate a second questi... |
1. A method for predicting reactiveness of users of mobile devices for messaging, the method comprising: reacting to a message by a user with a mobile user device which is a receiver of the message, and being characterized by further comprising: collecting ground-truth data (11) for a machine-learning classifier, extra... | Please help me write a proper abstract based on the patent claims. | A method for predicting reactiveness of MMI users comprises: reacting to a message with a mobile user device which is a receiver of the message, collecting ground-truth data (11) for a machine-learning classifier, extracting from the collected ground-truth data (11) a list of features (12) which determines a current or... |
1. A computer-implemented method, comprising: sending an observed fact corresponding to an event from any of a fact presenter and an observer to a fact certifier for certification of the observed fact, wherein the observed fact originates from the observer, and wherein the observer is a witness to the observed fact; an... | Please help me write a proper abstract based on the patent claims. | A method and apparatus for certification of facts introduces a certifier and a fact certificate into the fact-exchange cycle that enables parties to exchange trustworthy facts. Certification is provided to a fact presenter during the first part of the fact-exchange cycle, and verification is provided to the fact receiv... |
1. A system for providing enhanced filtering and indexing of digital content based on value-based parameters, the system comprising: a processing engine and an application server communicatively coupled together; a client device communicatively coupled to said engine and said application server; wherein said applicatio... | Please help me write a proper abstract based on the patent claims. | The present application discloses systems and method for filtering digital source content for the processing and indexing of large volume of digital content by leveraging a multiple variable value-based system built upon selective intelligent processing of input data generated by multiple users or sources, each analyze... |
1. A method for generating a respective neural network output for each of a plurality of inputs, wherein the generating comprises processing each input through each of a plurality of neural network layers to generate the respective neural network output for the input, wherein the neural network layers are arranged in a... | Please help me write a proper abstract based on the patent claims. | Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a respective neural network output for each of a plurality of inputs, the method comprising, for each of the neural network layers: receiving a plurality of inputs to be processed at the neural network layer; ... |
1. A driver apparatus configured to advise a driver of surrounding drivers, the comprising: a portable electronic device configured for displaying to a current driver a notification when the portable electronic device receives a signal; a processing unit comprising a processor for executing computer-executable instruct... | Please help me write a proper abstract based on the patent claims. | Telematics and external data relating to the real-time driving of a population of drivers vehicle may be collected and used to calculate a driving pattern map. The driving pattern map is used to determine a driving quotient for individual drivers wherein the driving quotient is a relative score. The driving quotient ma... |
1. A method comprising: applying, by machine logic of the computer, an inter-class filtering to a set of vector data, wherein: the set of vector data includes a plurality of vector values from each class of a plurality of classes, and the inter-class filtering is based, at least in part, on an inter-class distance; and... | Please help me write a proper abstract based on the patent claims. | Application of inter-class and intra-class filtering, based on aggregate point-to-point distances, to vector data for purposes of filtering the vector data for purposes of pattern recognition. In some embodiments: (i) the inter-class filtering is based on Euclidean distance, in all dimensions, between vector data point... |
1. A method for providing a therapeutic plasma protein dosing regime comprising: determining, via a processor, an estimated pharmacokinetic profile of a patient using a Bayesian model of pharmacokinetic profiles of sampled patients, the estimated pharmacokinetic profile based upon at least one of a body weight or an ag... | Please help me write a proper abstract based on the patent claims. | A system and method for providing a therapeutic plasma protein dosing regime includes determining a pharmacokinetic profile of a patient using a Bayesian model of pharmacokinetic profiles of sampled patients. The example system and method also include determining a first dosing regime for a first specified dosing inter... |
1. A neural machine translation system for translating text, the system comprising: processors; and a memory storing instructions that, when executed by at least one processor among the processors, cause the system to perform operations comprising, at least: obtaining a text as an input to a neural network system; supp... | Please help me write a proper abstract based on the patent claims. | Systems and methods for neural machine translation are provided. In one example, a neural machine translation system translates text and comprises processors and a memory storing instructions that, when executed by at least one processor among the processors, cause the system to perform operations comprising, at least,... |
1. A computer-implemented method executed by one or more processors, the method comprising: receiving, by the one or more processors, a data stream from a sensor of a network of sensors monitoring well-site parameters; obtaining, by the one or more processors, a feature vector from the data stream; determining, by the ... | Please help me write a proper abstract based on the patent claims. | Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a first data stream from a sensor of a network of sensors monitoring well-site parameters. Obtaining a first feature vector associated with the first data stream. Determining a potential well-site event by i... |
1. A method for managing one or more rules applied to data in a data storage system, the method including: receiving, over an input device or port, data from the data storage system; and processing, with at least one processor, at least a portion of the received data according to a rule specified by at least a portion ... | Please help me write a proper abstract based on the patent claims. | A component in a graph-based computation having data processing components connected by linking elements representing data flows is updated by receiving a rule specification, generating a transform for transforming data based on the rule specification, associating the transform with a component in the graph-based compu... |
1. A system, comprising: a processor; and a memory that stores executable instructions that, when executed by the processor, facilitate performance of operations, comprising: obtaining a measure of a mood of an individual to interact with an entity, wherein the measure of the mood is based on monitored activities of a ... | Please help me write a proper abstract based on the patent claims. | A system that incorporates teachings of the present disclosure may include, for example, a synthesis engine having a controller, and a storage medium for storing instructions to be executed by the controller. The instructions, when executed by the controller, can cause the controller to retrieve collected information a... |
1. A system, comprising: a database for storing an imprecise temporal expression model a processor communicatively coupled to the database, and configured to: receive, from a client device, a user input; generate a prediction of one or more intervals of time to which the user input refers based upon the imprecise tempo... | Please help me write a proper abstract based on the patent claims. | Disclosed are techniques for extracting, identifying, and consuming imprecise temporal elements (“ITEs”). A user input may be received from a client device. A prediction may be generated of one or more time intervals to which the user input refers based upon an ITE model. The user input may be associated with the predi... |
1. A quantum processor comprising: a plurality of qubit elements disposed in a two-dimensional matrix arrangement; and a control structure comprising a plurality of control members, each control member being arranged to control a plurality of qubits disposed along a line or a column of the two-dimensional matrix, where... | Please help me write a proper abstract based on the patent claims. | The present disclosure provides a quantum processor realised in a semiconductor material and method to operate the quantum processor to implement error corrected quantum computation. The quantum processor comprises a plurality of qubit elements disposed in a two-dimensional matrix arrangement. The qubits are implemente... |
1. The inventor created and claims this new method as an alternate to the ACCA Manual S. residential equipment selection method. 2. The process of claim 1 wherein said new method has the advantage of being an improved time-effective method for the equipment sizing requirement, and eliminates the potential of errors due... | Please help me write a proper abstract based on the patent claims. | A new method for selection of Heating-Ventilation-and Air-Conditioning (HVAC) equipment, and the airflow settings of same, to comply with industry established limits of sizing of HVAC equipment for the residential housing construction and renovation industry. The current method utilized by mechanical contractors in the... |
1. A hybrid rule reasoning apparatus, the apparatus comprising: a reasoning rule classification unit for classifying an input reasoning rule into at least one of a schema rule, an instance rule, and a mixed rule; a memory-based reasoning unit for performing reasoning by applying a schema rule to a previously stored sch... | Please help me write a proper abstract based on the patent claims. | A hybrid rule reasoning apparatus and a method thereof includes: a reasoning rule classification unit for classifying an input reasoning rule into at least one of a schema rule, an instance rule, and a mixed rule; a memory-based reasoning unit for performing reasoning by applying a schema rule to a previously stored sc... |
1. A method for automatically selecting fetch settings for business processes as a function of database query load and relational context, the method comprising: monitoring usage of at least one data retrieval point with respect to a defined unit of work, wherein the at least one data retrieval point is enabled during ... | Please help me write a proper abstract based on the patent claims. | Aspects of the invention provide for automatically selecting optimal fetch settings for business processes as a function of database query load and relational context by monitoring usage of a data retrieval point with respect to a defined unit of work. A multilayer feed-forward neural network is used to predict, as a f... |
1. A system and methods, comprising: performing, by one or more computing devices: determining the upcoming actions of an individual (target entity) based on a unique analysis of stored information about the target entity's actions and the actions and activities of other nearby entities or other entities or natural act... | Please help me write a proper abstract based on the patent claims. | A method and system for anticipating the actions of individuals and the occurrence of natural events are disclosed. The anticipatory information system (AIS) stores information using specific and unique methods and applies unique methods to evaluate and identify the upcoming actions of individuals or the upcoming occur... |
1. A method, comprising: configuring a quantum computer to implement a Boltzmann machine in accordance with a first set of Hamiltonian terms; computing gradient values for adjusting the first set of Hamiltonian terms using a positive-operator-value-measure-based approach; computing a second set of Hamiltonian terms bas... | Please help me write a proper abstract based on the patent claims. | Quantum neural nets, which utilize quantum effects to model complex data sets, represent a major focus of quantum machine learning and quantum computing in general. In this application, example methods of training a quantum Boltzmann machine are described. Also, examples for using quantum Boltzmann machines to enable a... |
1. A method for determining a sentiment of an attendee of a video conference, the method comprising: receiving, by one or more computing devices, a video of an attendee of a video conference; and determining, by one or more computing devices, based, at least in part, on the video of the attendee, a first sentiment of t... | Please help me write a proper abstract based on the patent claims. | In an approach to determine a sentiment of an attendee of a video conference, the computer receives a video of an attendee of a video conference and, then, determines, based, at least in part, on the video of the attendee, a first sentiment of the attendee. |
1. A method for generating parking restriction data using a machine learning model, comprising: determining a plurality of classification features associated with a set of labeled road links, wherein each of the labeled road links is labeled with a parking restriction label that indicates a parking restriction status o... | Please help me write a proper abstract based on the patent claims. | An approach is provided for generating parking restriction data using a machine learning model. The approach involves determining a plurality of classification features associated with a set of labeled road links. Each of the labeled road links is labeled with a parking restriction label that indicates a parking restri... |
1. A method, comprising: identifying, by one or more processors, a plurality of items, including a first item and a second item; identifying, by the one or more processors, a plurality of categories, including a first category and a second category; providing, by the one or more processors, a first allocation of items ... | Please help me write a proper abstract based on the patent claims. | Systems and methods are provided to engage in multi-tiered optimization where there may be a first multi-objective optimization and a second constraint optimization. The multi-objective optimization may be used to drive to one or more goals of the optimization problem. The constraint optimization or minimization may be... |
1. A superconducting integrated circuit comprising: a superconducting signal line; a first conductor part of a coaxial flux transformer interrupting the signal line; and a programmable device including: a loop of superconducting material, and a second conductor part of the coaxial flux transformer coupled to the loop o... | Please help me write a proper abstract based on the patent claims. | A superconducting integrated circuit may include a magnetic flux transformer having an inner inductive coupling element and an outer inductive coupling element that surrounds the inner inductive coupling element along at least a portion of a length thereof. The magnetic flux transformer may have a coaxial-like geometry... |
1. A system comprising: at least one processor; and, a memory that stores processor-executable instructions, wherein the at least one processor interfaces with the memory to execute the processor-executable instructions, whereby the system is operable to: generate (A) a similarity matrix that indicates a plurality of s... | Please help me write a proper abstract based on the patent claims. | A system and method are described herein for improving content-based (CB) filtering to find other items similar to a particular item. For example, the system and method can operate to (1) collect ground truth from users, experts or non-experts for a subset of items in a library; (2) build similarity model(s) against th... |
1. An electronic device comprising circuitry configured to: obtain information representing a person's knowledge and/or skills; update a user model representing the person's knowledge and/or skills based on the obtained information; and provide user-adaptive information depending on the user model. 2. The electronic de... | Please help me write a proper abstract based on the patent claims. | An electronic device comprising circuitry configured to: obtain information representing a person's knowledge and/or skills; update a user model representing the person's knowledge and/or skills based on the obtained information; and provide user-adaptive information depending on the user model. |
1. A method comprising: obtaining an SMT formula having a plurality of SMT variables from programming code; obtaining a simplified SMT formula from the SMT formula, the simplified SMT formula including a plurality of simplified SMT variables; obtaining an SAT formula from the simplified SMT formula, the SAT formula inc... | Please help me write a proper abstract based on the patent claims. | Systems and methods are disclosed to determine “don't care” variables in programming code. The method comprises obtaining an SMT formula having a plurality of SMT variables from programming code; obtaining a simplified SMT formula from the SMT formula, the simplified SMT formula includes a plurality of simplified SMT v... |
1. A method for predicting personal attributes from publicly available data, the method comprising: accessing, at a computing device, a public network through a network interface to obtain public interaction data stored on the public network, the public interaction data corresponding to a plurality of users of the publ... | Please help me write a proper abstract based on the patent claims. | Embodiments of a system for determining personal attributes based on public interaction data are illustrated. In one embodiment, the system employs a process for predicting personal attributes based on public interaction data by constructing matrices based on user interactions drawn from public posts on a social media ... |
1. A processor, comprising: a processor core including: a first logic to determine a set of weights for use in a convolutional neural network (CNN) calculation; a second logic to scale up the weights using a scale value; and a calculation circuit including: a third logic to receive the scale value, the set of weights, ... | Please help me write a proper abstract based on the patent claims. | A processor includes a processor core and a calculation circuit. The processor core includes logic determine a set of weights for use in a convolutional neural network (CNN) calculation and scale up the weights using a scale value. The calculation circuit includes logic to receive the scale value, the set of weights, a... |
1. A multi-qubit coupling structure comprising: a plurality of qubits; and a variable capacitor electrically connected to the plurality of qubits, wherein the variable capacitor is configured to vary coupling constants of the plurality of qubits. 2. The multi-qubit coupling structure of claim 1, wherein the plurality o... | Please help me write a proper abstract based on the patent claims. | A quantum qubit coupling structure is provided. The quantum qubit coupling structure includes a plurality of qubits and a variable capacitor electrically connected between the plurality of qubits to vary coupling constants of the plurality of qubits. |
1. A method of searching for spatial patterns or temporal sequences of spatial patterns in input data, comprising: configuring each of a plurality of spatial and temporal memory systems, each spatial and temporal memory system configured to encode a first subset of the input data based on a first encoder configuration ... | Please help me write a proper abstract based on the patent claims. | A spatial and temporal memory system (STMS) processes input data to detect whether spatial patterns and/or temporal sequences of spatial patterns exist within the data, and to make predictions about future data. The data processed by the STMS may be retrieved from, for example, one or more database fields and is encode... |
1. A computer-readable, non-transitory storage medium storing a program for causing a computer to execute a process comprising: first generating a first rule for each of a plurality of parameters from first data including a parameter value of each of the plurality of parameters for each of a plurality of setting target... | Please help me write a proper abstract based on the patent claims. | A disclosed method includes: generating a first rule for each parameter from first data including a parameter value of each parameter; generating a second rule for each parameter from second data that is data after at least one parameter value included in the first data was changed; generating, for each group including... |
1. An apparatus, comprising: an output buffer that holds N words arranged as N/J mutually exclusive output buffer word groups of J words each of the N words, J is greater than 3 and N is at least sixteen times J; an array of N processing units (PU) arranged as N/J mutually exclusive PU groups of J PUs each of the N PUs... | Please help me write a proper abstract based on the patent claims. | An output buffer holds N words arranged as N/J mutually exclusive output buffer word groups (OBWG) of J words each of the N words. N processing units (PU) are arranged as N/J mutually exclusive PU groups. Each PU group has an associated OBWG. Each PU includes an accumulator and an arithmetic unit that performs operatio... |
1. A method for managing high-dimensional data, the method comprising: generating a data matrix for the high-dimensional data with a computing device, the data matrix having a plurality of rows with one or more features, each of the plurality of rows being a data instance; and clustering the data matrix into one or mor... | Please help me write a proper abstract based on the patent claims. | Systems and methods for executing an unsupervised feature selection algorithm on a processor which directly embeds feature selection into a clustering algorithm using sparse learning are disclosed. The direct embedding of the feature selection, via sparse learning, reduces storage requirement of collected data. In one ... |
1. A neurosynaptic system, comprising: a first set of one or more neurosynaptic core circuits configured to: receive input data comprising multiple input regions; and extract a first set of features from the input data, wherein features of the first set are computed based on different input regions; and a second set of... | Please help me write a proper abstract based on the patent claims. | Embodiments of the invention provide a neurosynaptic system comprising a first set of one or more neurosynaptic core circuits configured to receive input data comprising multiple input regions, and extract a first set of features from the input data. The features of the first set are computed based on different input r... |
1. A method comprising: receiving a communication from a device at an artificial intelligence (AI) controller including state information for a software application component running on the device, the state information including information corresponding to at least one potential state change available to the software... | Please help me write a proper abstract based on the patent claims. | A method may include receiving a communication from a device at an artificial intelligence controller including state information for a software application component running on the device, the state information including information corresponding to at least one potential state change available to the software applica... |
1. A computer-implemented method, comprising: retrieving a data set including a plurality of samples used to train a classification model, wherein the samples in the data set have a feature dimensionality; building, by operation of a processor executing one or more applications, a graph data structure of the data set, ... | Please help me write a proper abstract based on the patent claims. | Techniques are disclosed for identifying and filtering outliers from a sample set of data prior to training a classifier on an object using the sample set. A data set including a plurality of samples used to train a classification model is retrieved. The samples in the data set have a feature dimensionality. A graph of... |
1. A computer-implemented method comprising: receiving, by a computing device and using an application program interface (API), analytics data at a feeder level of a utility transmission and distribution system; generating, by the computing device, a confidence score for a feeder based on the analytics data at the feed... | Please help me write a proper abstract based on the patent claims. | A computer-implemented method includes: receiving, by a computing device, analytics data at a feeder level of a utility transmission and distribution system; generating, by the computing device, a confidence score for a feeder based on the analytics data at the feeder level; receiving, by the computing device, analytic... |
1. An attribute management system, comprising: one or more memory devices storing instructions; and one or more hardware processors configured to execute the instructions to: receive a request; identify a decisioning system for processing the request; determine that an attribute is required for processing the request u... | Please help me write a proper abstract based on the patent claims. | The disclosed embodiments generally relate to systems and methods for computerized decisioning, and more particularly, to systems and methods for standardized coding and deployment of attributes for financial decisioning systems coded once and deployed to multiple decisioning systems and environments. Consistent with d... |
1. A distributed processing system comprising: a plurality of nodes that stores allocated data in a buffer and that processes the data within predetermined time, which is obtained on the basis of a time stamp of the data, by applying a learning model to the data in units of a predetermined number of pieces of data stor... | Please help me write a proper abstract based on the patent claims. | A distributed processing system creates a learning model used for an update and sends the created learning model to a plurality of nodes in the distributed processing system. The distributed processing system distributes, to the nodes, application tinting information that is associated with the learning model used for ... |
1. A method for receiving a plurality of types of data within a cognitive information processing system environment comprising: receiving data from a plurality of data sources, the plurality of data sources comprising a public data source and a private data source, the public source comprising a public blockchain data ... | Please help me write a proper abstract based on the patent claims. | A method for receiving a plurality of types of data within a cognitive information processing system environment comprising: receiving data from a plurality of data sources, the plurality of data sources comprising a public data source and a private data source the public source comprising a public blockchain data sour... |
1. A computer-implemented method comprising: receiving multimodal data; generating one or more kernel matrices from said multimodal data; generating an equivalent kernel matrix using one or more coefficient matrices, said one or more coefficient matrices constrained by a nuclear norm; initiating one or more iterative p... | Please help me write a proper abstract based on the patent claims. | A computer-implemented method includes receiving multimodal data. The computer-implemented method further includes generating one or more kernel matrices from the multimodal data. The computer-implemented method further includes generating an equivalent kernel matrix using one or more coefficient matrices, wherein the ... |
1. A system that matches a string of symbols to a regular expression pattern, said regular expression pattern comprising a first constant, a second constant, and a first operator, said first operator occurring between said first constant and said second constant in said regular expression pattern, comprising: a determi... | Please help me write a proper abstract based on the patent claims. | Disclosed is a method and apparatus for matching regular expressions. A buffer of symbols giving a number of the last occurrence positions of each symbol is maintained. When two constants match on either side of a regular expression operator, the buffer of symbols is queried to determine if a member of the complement o... |
1. A method for improving prediction, the method comprising the steps of: (a) Sampling values received from at least one sensor, over time; (b) Comparing said sampled values to at least one predefined pattern of sensor values; and (c) Identifying a set of said sampled values at least partially matching said at least on... | Please help me write a proper abstract based on the patent claims. | A method and system for improving prediction, such as for online gaming, the method including the steps of: sampling values received from at least one sensor, over time; comparing the sampled values to at least one predefined pattern of sensor values; and identifying a set of sampled values at least partially matching ... |
1. A method comprising: based on a member identifier of a particular member of a Social Networking Service (SNS), accessing a first list of other members of the SNS and a second list of guests, the first list of members including one or more other members who are potential connections of the particular member via a soc... | Please help me write a proper abstract based on the patent claims. | A machine may be configured to blend connection recommendation streams. For example, the machine, based on a member identifier of a member of a SNS, accesses a list of other members of the SNS and a list of guests (e.g., non-members). The machine identifies a member probability value representing a likelihood of the me... |
1. A computerized method of training and utilizing deep convolutional neural networks (DCNNs), the method comprising: training a first DCNN to output a value for a first metric by inputting a plurality of sample documents to the first DCNN, each of the sample documents having been labeled with a value for the first met... | Please help me write a proper abstract based on the patent claims. | In an example embodiment, a first DCNN is trained to output a value for a first metric by inputting a plurality of sample documents to the first DCNN, with each of the sample documents having been labeled with a value for the first metric. Then a plurality of possible transformations of a first input document are fed t... |
1. A synthetic neuronal structure comprising: a semiconductor-metal phase transition material with different material regions separated by discontinuities, such that different material phases to either side of a discontinuity result in a metal-semiconductor interface, the phase of a material region being changeable in ... | Please help me write a proper abstract based on the patent claims. | A synthetic neuronal structure makes use of a semiconductor-metal phase transition material having material regions separated by discontinuities. The discontinuities represent interfaces such that different phases in two adjacent regions result in a metal-semiconductor interface. The interface supports a charge accumul... |
1. An apparatus for classifying home appliances based on power consumption using deep learning, the apparatus comprising: a home appliance classification model creation module configured to encode power consumption data collected from a customer's house to learn a home appliance classification model and create a recurr... | Please help me write a proper abstract based on the patent claims. | Provided are an apparatus and method for classifying home appliances based on power consumption using deep learning, which can efficiently classify home appliances in use by applying deep learning and analyzing power data collected from a house. The apparatus includes a home appliance classification model creation modu... |
1. A method, in a data processing system, for comparing similarity of questioning answer system ground truth answers to question answering system result answers, the method comprising: receiving, by the data processing system, question answering system results, wherein the question answering system results comprise que... | Please help me write a proper abstract based on the patent claims. | A mechanism is provided in a data processing system for comparing similarity of questioning answer system ground truth answers to question answering system result answers. The mechanism receives question answering system results. The question answering system results comprise questions posed to the question answering s... |
1. A system for correlating operational information with subsequent action information, the system comprising: one or more computer processors; persistent data memory; and persistently stored computer executable instructions which, when executed upon the one or more processors, cause the system to: receive operational ... | Please help me write a proper abstract based on the patent claims. | Described are methods, systems, and computer program products for correlating operational information with subsequent action information. Operational information is received from a computing system performing one or more services. Pattern matching is performed for the operational information with data within a knowledg... |
1-20. (canceled) 21. A machine learning classifier based procurement system comprising: at least one memory to store machine readable instructions; a plurality of machine learning classifiers, where one or more of the plurality of machine learning classifiers comprises: an ensemble classifier comprising a combination, ... | Please help me write a proper abstract based on the patent claims. | A machine learning classifier system includes a data set processing subsystem to generate a training set and a validation set from multiple data sources. Classifier hardware induces a classifier according to the training set, and tests the classifier according to the validation set. A buffer connected to the classifier... |
1. A system comprising: a memory; and at least one processor connected with the memory and configured to execute processing for components of an input understanding platform including: a user interaction mediation component to: evaluate potential response options for an input when the system is uncertain of a response ... | Please help me write a proper abstract based on the patent claims. | Examples of the present disclosure improve decision-making for input understanding to assist in determining how to best respond to a user input. A received input is analyzed using an input recognition component, input understanding component and input context component. Potential response options are determined. If unc... |
1. An information processing apparatus, comprising: a memory; and a processor coupled to the memory and the processor configured to acquire an upper limit and a lower limit of a probability of a false positive for each of multiple tests based on data-after-aggregation pertinent to a presence or absence of a specific ev... | Please help me write a proper abstract based on the patent claims. | An information processing apparatus is disclosed. A processor acquires an upper limit and a lower limit of a probability of a false positive for each of multiple tests based on data-after-aggregation pertinent to a presence or absence of a specific event occurrence acquired by multiple testing, and sets a value from mu... |
1. In a digital medium environment to predict user interaction with subsequent digital content, a method implemented by at least one computing device comprising: receiving training data, by the at least one computing device, that describes a first class of users having interactions with digital content and a second cla... | Please help me write a proper abstract based on the patent claims. | Digital content interaction prediction and training techniques that address imbalanced classes are described. In one or more implementations, a digital medium environment is described to predict user interaction with digital content that addresses an imbalance of numbers included in first and second classes in training... |
1. A computer-implemented method: accessing automatically a first behavioral chain comprising a representation of a first user of a computer-implemented system, a first predicate, and a first object of the first predicate; accessing automatically a first semantic chain comprising a first subject, a second predicate, a ... | Please help me write a proper abstract based on the patent claims. | An adaptive probabilistic semantic computer-implemented system and method links semantic chains comprising subject, predicate, and object triples and an associated probability with behavioral-based chains comprising a system user, predicate, and object triples, and infers user preferences based on the linked chains. Re... |
1. An apparatus for computation comprising: a first neuronal module comprising a first plurality of neurons, wherein each neuron in the first plurality of neurons operates with a different learning mechanism selected from a first set of learning mechanisms; a second neuronal module comprising a second plurality of neur... | Please help me write a proper abstract based on the patent claims. | Embodiments relate to a neuromorphic architecture for unsupervised feature learning using memristive synapses realized using phase-change devices. A spiking neural network architecture for unsupervised pattern learning and a spike-based learning algorithm compatible with phase-change synapses is described, and a featur... |
1. A method programmed in a non-transitory memory of a device comprising: a. automatically fact checking target information by comparing the target information with source information to generate a result; and b. automatically presenting a status of the target information in real-time based on the result of the compari... | Please help me write a proper abstract based on the patent claims. | An efficient fact checking system analyzes and determines the factual accuracy of information and/or characterizes the information by comparing the information with source information. The efficient fact checking system automatically monitors information, processes the information, fact checks the information efficient... |
1. A method comprising: modeling power consumption of a neurosynaptic network as wire length, the neurosynaptic network comprising a plurality of neurosynaptic cores connected by a plurality of routers; locating at least one faulty core of the plurality of neurosynaptic cores; modeling a placement blockage at the locat... | Please help me write a proper abstract based on the patent claims. | Embodiments of the present invention relate to providing fault-tolerant power minimization in a multi-core neurosynaptic network. In one embodiment of the present invention, a method of and computer program product for fault-tolerant power-driven synthesis is provided. Power consumption of a neurosynaptic network is mo... |
1. A method for classification of virtual reality (VR) content for use in head mounted displays (HMDs), comprising: accessing a model that identifies a plurality of learned patterns associated with the generation of corresponding baseline VR content that is likely to cause discomfort; executing a first application to g... | Please help me write a proper abstract based on the patent claims. | A method for method for classification of virtual reality (VR) content for use in head mounted displays (HMDs). The method includes accessing a model that identifies a plurality of learned patterns associated with the generation of corresponding baseline VR content that is likely to cause discomfort. The method include... |
1. A system, maintained by a monitoring entity, the system for automatically providing alerts based on real time monitoring of input data and tail event analysis, the system comprising: one or more memory devices; and one or more processing devices operatively coupled to the one or more memory devices, wherein the one ... | Please help me write a proper abstract based on the patent claims. | Embodiments of the present invention provide a system for a managing entity to automatically provide alerts based on tail event analysis. The system may receive input data in real time from vendor data feeds, social media data feeds, and a tail event ledger. The system may then automatically populate surveys, transmit ... |
1. A method, executed by one or more processors, the method comprising: monitoring a conversation between a plurality of meeting participants; identifying a conversational focus within the conversation; generating at least one question corresponding to the conversational focus; and retrieving at least one answer corres... | Please help me write a proper abstract based on the patent claims. | A method, executed by a computer, includes monitoring a conversation between a plurality of meeting participants, identifying a conversational focus within the conversation, generating at least one question corresponding to the conversational focus, and retrieving at least one answer corresponding to the at least one q... |
1. A machine learning prediction system, comprising: a hardware processor, and a memory storing instructions executable by the hardware processor for: obtaining, via the hardware processor, for a supply chain, identifiers for one or more supply chain contributors, one or more supply chain parameters including a supply ... | Please help me write a proper abstract based on the patent claims. | This disclosure relates to predicting and managing supply chain network risks. In one embodiment, a processor-implemented method obtains identifiers for supply chain contributors and parameters; and a query. The method performs a natural language processing algorithm on the query to extract text components, which it an... |
1. A method, comprising: receiving a set of training data for a deep neural network, wherein the set of training data includes a plurality of input vectors and a plurality of label vectors, each label vector in the plurality of label vectors corresponding to a particular input vector in the plurality of input vectors; ... | Please help me write a proper abstract based on the patent claims. | A method, computer readable medium, and system are disclosed for implementing a temporal ensembling model for training a deep neural network. The method for training the deep neural network includes the steps of receiving a set of training data for a deep neural network and training the deep neural network utilizing th... |
1. A method comprising: receiving, by a first client device, a first input indicating that a first user operating the first client device would like to utilize a virtual assistant in relation to a communication session between the first user and a set of participant users, wherein the virtual assistant utilizes semanti... | Please help me write a proper abstract based on the patent claims. | Disclosed are systems, methods, and non-transitory computer-readable storage media for utilizing a virtual assistant as part of a communication session. One or more of the participant users can select to utilize a virtual assistant to assist the participant users with tasks during the communication session. A user can ... |
1. An interactive recommendation engine for recommending a network resource provider, comprising: a requirements collection manager that collects a set of requirements for an organization and includes: a query management system that provides an interactive platform for implementing a natural language dialog with a user... | Please help me write a proper abstract based on the patent claims. | A system, method and program product for recommending a network resource provider to a resource consumer. An interactive recommendation engine for determining a recommendation of a network resource provider is provide and includes: a requirements collection manager that collects a set of requirements for an organizatio... |
1. A system comprising: at least one processor; a memory; a set of instructions operable on the at least one processor to: detect, over a first period of time, a count for an action completed by a member of a social network service; label the member with an online activity preference based on the count and a subset of ... | Please help me write a proper abstract based on the patent claims. | System and techniques for activity sensing online preference assay are described herein. A count for an action completed by a member of a social network service may be detected over a first period of time. The member may be labeled with an online activity preference based on the count and a subset of the first period o... |
1. An apparatus comprising: an interest detection module to conduct an interest analysis of data associated with a user, wherein the interest analysis distinguishes between abstract interests and social interests; a recommendation module to generate one or more recommendations for the user based on the interest analysi... | Please help me write a proper abstract based on the patent claims. | Systems and methods may provide for conducting an interest analysis of data associated with a user, wherein the interest analysis distinguishes between abstract interests and social interests. Additionally, one or more recommendations may be generated for the user based on the interest analysis and a current context of... |
1. A method for determining a power outage probability of an electrical power grid, in particular a smart grid, wherein a power generation facility and an energy storage unit are used to distribute power to at least one load unit, for a time period comprising several time intervals, the method comprising the following ... | Please help me write a proper abstract based on the patent claims. | A method for determining a power outage probability of an electrical power grid for a time period, the method comprising the following steps carried by a processor of a data processing unit: dividing the time period into several time intervals, determining a power generation capacity of a power generation facility and ... |
1. An electronic system comprising elements and the elements comprising devices that limit reliability of the electronic system, wherein at least one of the devices is connected to a monitoring system measuring and monitoring at least one reliability limiting parameter. 2. The electronic system according to claim 1, wh... | Please help me write a proper abstract based on the patent claims. | An electronic system, e.g. a power supply, includes elements, and the elements include devices that limit reliability of the electronic system. A system that can monitor parameters that affect electronic system reliability such as temperature, and parameters that can predict power supply failure such as bulk capacitor ... |
1. A method for assisting database management, the method comprising: generating, via one or more processing elements, one or more combinations of values of one or more database configuration parameters, wherein each of the one or more generated combinations of values is interpretable as a potential database configurat... | Please help me write a proper abstract based on the patent claims. | In an approach to assisting database management, a computer generates one or more combinations of values of one or more database configuration parameters. The computer associates each of the one or more generated combinations of values with an incident probability. The computer defines relationships between the one or ... |
1. A method of cross-validation of a supervised machine learning algorithm within a distributed database having a plurality of database segments in which data are stored, comprising: partitioning a data set within said database into a training subset and a validation subset, wherein the partitioning data set comprises ... | Please help me write a proper abstract based on the patent claims. | A general framework for cross-validation of any supervised learning algorithm on a distributed database comprises a multi-layer software architecture that implements training, prediction and metric functions in a C++ layer and iterates processing of different subsets of a data set with a plurality of different models i... |
1. A method of consolidating threat intelligence data for a computer network, the method to be performed by a computer system comprising: collecting threat intelligence data from a plurality of sources and normalising the collected threat intelligence data into a uniform data format; grouping normalised threat intellig... | Please help me write a proper abstract based on the patent claims. | This document discloses a system and method for consolidating threat intelligence data for a computer and its related networks. Massive volumes of raw threat intelligence data are collected from a plurality of sources and are partitioned into a common format for cluster analysis whereby the clustering of the data is do... |
1. A method comprising the steps of: monitoring at least one input into a system and detecting at least one action from a user; identifying at least one detected action; accessing at least a first machine readable memory location to retrieve at least one emotional behavior associated with said system, said at least one... | Please help me write a proper abstract based on the patent claims. | A method, system and program product comprise monitoring inputs, into a system, for detected actions from a user. At least one detected action is identified. At least a first database storage location associated with the user is accessed. The first database storage location is at least configured for storage of emotion... |
1. A computer implemented method for recognizing an input sequence that is a time-warped instance of any of one or more previously learned sequences stored in a memory module M, where M represents information, i.e., the items of the sequences, using a sparse distributed representation (SDR) format, the method comprisin... | Please help me write a proper abstract based on the patent claims. | The invention is methods and apparatus for: a) performing nonlinear time warp invariant sequence recognition using a back-off procedure; and b) recognizing complex sequences, using physically embodied computer memories that represent information using a sparse distributed representational (SDR) format. Recognition of c... |
1. A system for predicting occupancy of an enclosure comprising: a model of occupancy patterns based in part on information regarding the enclosure and/or the expected occupants of the enclosure; a sensor configured to detect occupancy within the enclosure; and an occupancy predictor configured to predict future occupa... | Please help me write a proper abstract based on the patent claims. | Systems and methods are described for predicting and/or detecting occupancy of an enclosure, such as a dwelling or other building, which can be used for a number of applications. An a priori stochastic model of occupancy patterns based on information of the enclosure and/or the expected occupants of the enclosure is us... |
1. A method performed on a computing device, the method comprising: selecting, by the computing device, a common-sense problem from a first source; receiving, by the computing device, answers to the common-sense problem from a second source; identifying, by the computing device, any of the received answers that are arb... | Please help me write a proper abstract based on the patent claims. | Technologies for a human computation framework suitable for answering common sense questions that are difficult for computers to answer but easy for humans to answer. The technologies support solving general common sense problems without a priori knowledge of the problems; support for determining whether an answer is f... |
1. A method comprising: receiving, at a client device, event information associated with an event listing, the event information being inputted by a user of an online event management system at the client device; transmitting, to the online event management system, the event information associated with the event listin... | Please help me write a proper abstract based on the patent claims. | In one embodiment, a method includes receiving event information associated with an event listing, the event information being inputted by a user of an online event management system at a client device; transmitting the event information to the online event management system, the event listing being synchronously categ... |
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