Abstract: A weighted sum is a key computation for many neural networks and other machine learning algorithms. Integrated circuit designs that perform a weighted sum are presented. Weights are stored as threshold voltages in an array of flash transistors. By putting the circuits into a well-defined voltage state, the transistors that hold one set of weights will pass current equal to the desired sum. The current flowing through a given transistor is unaffected by operation of remaining transistors in the circuit.

Abstract: A computing device presents a cluster visualization based on a neural network computation. First centroid locations are computed for first clusters. Second centroid locations are computed for second clusters. Each centroid location includes a plurality of coordinate values where each coordinate value relates to a single variable of a plurality of variables. Distances are computed pairwise between each centroid location. An optimum pairing is selected based on a minimum distance of the computed pairwise distances where each pair is associated with a different cluster of a set of composite clusters. Noised centroid location data is created. A multi-layer neural network is trained with the noised centroid location data. A projected centroid location is determined in a multidimensional space for each centroid location as values of hidden units of a middle layer of the multi-layer neural network. A graph is presented for display that indicates the determined, projected centroid locations.

Abstract: A system for utilizing a neural network to make real-time predictions about the health, reliability, and performance of a monitored system are disclosed. The system includes a data acquisition component, a power analytics server and a client terminal. The data acquisition component acquires real-time data output from the electrical system. The power analytics server is comprised of a virtual system modeling engine, an analytics engine, an adaptive prediction engine. The virtual system modeling engine generates predicted data output for the electrical system. The analytics engine monitors real-time data output and predicted data output of the electrical system. The adaptive prediction engine can be configured to forecast an aspect of the monitored system using a neural network algorithm.

Abstract: A system and method configured to provide persistent evidence based multi-ontology context dependent decision support, eligibility assessment and feature scoring. Decisions are achieved via a probabilistic functional extension of both potentiality and plausibility towards nouns in all data forms. Plausibility refers to the full set of values garnered by the evidence accumulation process while potentiality is a mechanism to set the various match threshold values. The thresholds define acceptable confidence levels for decision-making and wherein both plausibility and potentiality are implemented through statistical applications which model and estimate the distribution of random vectors by estimating margins and copula separately from all data types.

Abstract: Various aspects of a method and system for providing information via an intelligent user interface are disclosed herein. In an embodiment, in response to the receipt of a request from an electronic device, the method includes determination of a first information response that may correspond to a first functional service. A set of second information responses that corresponds to a set of second functional services may be determined based on the first information response. Each of the determined set of second information responses is associated with a corresponding weight. One or more of the determined set of second information responses are selected based on the corresponding weight. The second information responses are value-added responses.

Abstract: Natural language management of online social network connections may comprise receiving natural language data associated with a user's social network interactions. The natural language data associated with a user's social network interactions is analyzed and features used in the user's social network interactions are determined based on the analysis. The contexts in which the features are used in the user's social network interactions may be also determined. Point values to the features used in the user's social network interactions are assigned. A fingerprint of the user is created at least based on the features and the point values. The created fingerprint may be compared with information associated with online communities, and based on the comparison, one or more of the online communities may be recommended as user's potential social network connections.

Abstract: A cognitive information processing system environment comprising: a plurality of data sources, at least some of the plurality of data sources comprising healthcare relevant data sources; a cognitive inference and learning system coupled to receive a data from the plurality of data sources, the cognitive inference and learning system processing the data from the plurality of data sources to provide cognitively processed healthcare relevant insights, the cognitive inference and learning system further comprising performing a learning operation to iteratively improve the cognitively processed healthcare relevant insights over time; and, a destination, the destination receiving the cognitively processed healthcare relevant insights.

Abstract: A data architecture for use within a cognitive information processing system environment comprising: a plurality of data sources, the plurality of data sources comprising a public data source and a private data source, the public data source comprising publicly available healthcare information, the private data source comprising privately managed, company specific healthcare information; and, a cognitive data management module, the cognitive data management module accessing information from the plurality of data sources and providing the information to an inference and learning system.

Abstract: A method for using hybrid 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 data source comprising publicly available healthcare information, the private data source comprising privately managed, company specific healthcare information; accessing information from the plurality of data sources via a cognitive data management module; and, providing the information to an inference and learning system.

Abstract: Systems and methods for selecting items of interest for an organization from a set of feeds, based on the interests that users have demonstrated through their interactions with existing content, are described herein. In some embodiments, the system is part of a content management service that allows users to add and organize files, media, links, and other information. The content can be uploaded from a computer, imported from cloud file systems, added via links, or pulled from various kinds of feeds.

Abstract: A system and method for evaluating sequential decision problems that have multidimensional states. The system and method maximizes the value, as defined by the value functional equation, received by the user, for both finite and infinite horizon decision problems and provides decision making advice to the user based upon input actions, states, rewards and transition probabilities.

Abstract: A method and system for making financial or medical decisions. The method comprises training sets of models using classification training with sets of data derived from segregated data sources. Overall weighting of each model within the sets of models are determined for each of the sub-datasets. The sets of models, the overall weighting of each model and a number of examples provided from the data for each of the datasets are transmitted to a central server over a communication network, wherein the central server is configured to determine the relative weights of each of the sets of models in the overall ensemble model based on the number of examples, combine the sets of models, receive new application data, and predict at least one of outcome variables, an uncertainty factor for the variables, and drivers of the outcome variables based on the new application data.

Abstract: Disclosed is a method and Geographic Information System (GIS) for creating a user's proximity model in accordance with a user's feedback. The GIS creates the user's proximity model using a Dempster-Shafer technique. The GIS initializes the user's proximity model upon initializing a fuzzy set with a fuzzy membership function. The fuzzy set includes a plurality of points scattered around a reference point. The GIS creates an intermediate model using the user's proximity model by selecting a group of points from the plurality of points. The GIS receives a user feedback on the intermediate model. The GIS adapts the fuzzy membership function based on the user feedback. The GIS then updates the user's proximity model based on the fuzzy membership function which is adapted on basis of the user feedback.

Abstract: A method includes determining a plurality of topics corresponding to descriptive text and to comments concerning the descriptive text, wherein each of a number of sets of the plurality of topics comprise a similar topic and one or more supplemental topics. The method includes determining by a computer system probabilities for words, where the probabilities are that the words belong to individual ones of the topics. The method further includes generating, by the computer system and based on comments and the probabilities, a content summary comprising a plurality of comment snippets having positive and negative sentiments toward corresponding ones of the similar or supplemental topics in the sets of topics. Each topic has corresponding comment snippets having positive and negative sentiments. The method includes outputting by the computer system at least a portion of the plurality of topics and corresponding comment snippets. Apparatus and computer program products are also disclosed.

Abstract: A solid-state device for generating a single photon for quantum information processing, the device including: a quantum dot molecule including: a first singly-charged quantum dot; and a second singly-charged quantum dot; wherein the first singly-charged quantum dot is adjacent to the second singly-charged quantum dot; and a tunnel barrier that separates the first singly-charged quantum dot from the second singly-charged quantum dot.

Abstract: A pair of records is tokenized to form a normalized representation of an entity represented by each record. The tokens are correlated to a machine learning system by determining whether a learned resolution already exists for the two entities. If not, the normalized records are compared to generate a comparison measure to determine whether the records match. The normalized records can also be used to perform a web search and web search results can be normalized and used as additional records for matching. When a match is found, the records are updated to indicate that they match, and the match is provided to the machine learning system to update the learned resolutions.

Abstract: A method for machine learning a data set in a data processing framework is disclosed. A forest is trained with the data set that generates a plurality of trees in parallel. Each tree includes leaf nodes having a constant weight. A discriminative value for each leaf node is learned with a supervised model. The forest is reconstructed with the discriminative values replacing the constant weight for each leaf node.

Abstract: A mechanism is provided in a data processing system for tailoring question answering system output based on user expertise. The mechanism receives an input question from a questioning user and determines a set of features associated with text of the input question. The mechanism determines an expertise level of the questioning user based on the set of features associated with the text of the input question using a trained expertise model. The mechanism generates one or more candidate answers for the input question and tailors output of the one or more candidate answers based on the expertise level of the questioning user.

Abstract: A method for building a factual database of concepts and entities that are related to the concepts through a learning process. Training content (e.g., news articles, books) and a set of entities (e.g., Bill Clinton and Barack Obama) that are related to a concept (e.g., Presidents) is received. Groups of words that co-occur frequently in the textual content in conjunction with the entities are identified as templates. Templates may also be identified by analyzing parts-of-speech patterns of the templates. Entities that co-occur frequently in the textual content in conjunction with the templates are identified as additional related entities (e.g., Ronald Reagan and Richard Nixon). To eliminate erroneous results, the identified entities may be presented to a user who removes any false positives. The entities are then stored in association with the concept.

Abstract: Methods and systems are provided for managing feature licenses for pools or groups of devices. In an embodiment, a method of licensing features for a device in a license pool or group includes receiving, at the device, a license capacity request; determining, based on the reply to the license capacity request, if the device in the license pool or group is compliant with the feature license configuration; if the device is noncompliant with the feature license configuration: transmitting a generate license request message having a desired feature license configuration; receiving a feature license request from the device; and updating the noncompliant device with a compliant feature license.

Abstract: The present invention relates to a system and method for interacting with patrons of a service provider. In particular, the present invention relates to a system and method for identifying, tracking, and assigning seating to walk-in patrons of an establishment without previously receiving information from the patron. Specifically, the system and method identifies, tracks, and assigns seating to the walk-in patrons without previously making a reservation or providing their name to be placed on a waitlist for the service provider. The walk-in patrons can enter the establishment, have the establishment be automatically alerted as to who the patron is, and be instantly enabled to assign a seating or table location for that patron in a manner that multiple devices associated with the establishment are provided with the patron information and their seating or table location.

Abstract: Provided is a reservation system more convenient than conventional ones. In a reservation system, a store terminal (20) can accept and register a reservation with a combination of four or more elements including a time, a location, a seat, and a person from a user terminal (50). In this case, in addition to the four elements, various elements such as a menu are subject to the combination. Further, in the reservation system, the reservation is visualized. In other words, a seat layout or the like can be customized on the store terminal (20) side, and a user can perform a reservation operation while visually confirming the seat layout by means of the user terminal (50).

Abstract: A reservation management apparatus obtains reservation information including reserved trip information indicating a vehicle trip that has not departed and is reserved by one of a plurality of users and reserving user information indicating the user. The reservation management apparatus determines one or more other users who are associated with the same trip information as the user, with reference to history information associating information about users who took vehicle trips that were operated with different departure dates and times in the past with trip information indicating the vehicle trips. The reservation management apparatus outputs other user information indicating at least some of the determined other users in association with the reservation information.

Abstract: A computing device including a processor and memory may receive input from a user to define one or more sequence types, each sequence type based on a time frame. A distributed computing system may receive interaction data on a plurality of computing nodes and describing an interaction event between a customer and an agent. The one or more computing nodes may associate the received interaction event with the customer's identifier in a customer history table, wherein the customer history table stores historical interaction events for the customer. Further, the computing nodes may assign the received interaction event to a sequence, based on the defined one or more sequence types.

Abstract: One embodiment includes a method for monitoring a CIP process previously performed. The method includes accessing CIP process data stored in a CIP library. The CIP process data includes CIP phase data associated with a plurality of CIP phases in the CIP process previously performed, equipment data associated with objects used in the CIP process during one or more of the CIP phases, and consumable data associated with consumables consumed by corresponding equipment in the CIP process. In addition, the method includes displaying at least a portion of the CIP process data, and providing a graphical user interface. The graphical user interface is configured to: organize the CIP process data into at least one of (i) a plurality of CIP phases or (ii) consumable data, and sort equipment data according to one or more of the plurality of corresponding CIP phases or corresponding consumables.

Abstract: To achieve the foregoing and in accordance with the present invention, systems and methods for workflow management are provided. In some embodiments, a set of data elements, which are extracted from medical information, are received. The elements are bundled according to one or more similar attributes to form work items. Work items are bundles of data elements for which value is to be extracted for a particular user objective. Next the workflows are configured according to event history for the work items, current action, and user context. The work items may then be routed through the workflow based upon the work items' “energy”. Work item energy is the probability and degree to which a next action taken in a workflow to that particular work item will further a user objective.

Abstract: A system may include an interface, a memory, and one or more processors. The system receives a request to determine a significance of a first keyword and accesses a first record comprising the first keyword. The system determines a first risk score of the first record and assigns the first risk score of the first record as a first keyword instance score associated with the first keyword. The system determines the significance of the first keyword based at least in part upon the first keyword instance score. The system analyzes the significance of the first keyword.

Abstract: Methods and systems for controlling and managing identity and access management risks are presented. A computing device may generate a maturity model that maps a plurality of access management controls to a plurality of information technology (IT) resources associated with an IT environment. Subsequently, the computing device may determine, for each IT resource of the plurality of IT resources, a plurality of access management maturity scores. Each access management maturity score of the plurality of access management scores may correspond to an access management control of the plurality of access management controls that are associated with the corresponding IT resource. The computing device then may determine an aggregate maturity score for the IT environment based on the plurality of access management maturity scores for the plurality of IT resources. Thereafter, the computing device may provide the maturity model and the aggregate maturity score to at least one governance system.

Abstract: A system and method for identifying multiple excavation sites and generating multiple locate requests from a single locate request session comprising an electronic interactive interface for defining a geographic area, wherein the geographic area defined represents an area for evaluation of the presence or absence of one or more underground facilities, an auto-populating interactive smart map, a rules engine for determining a number of tickets per area defined, and a database and/or electronic storage of one or more underground facilities.

Abstract: A system for efficient allocation of resources in a financial services branch includes a branch computer system and a remote solutions server which are in communication with a core banking server. The branch computer system includes various computer, network devices and equipment for branch operations. A plurality of customer devices, such as smartphones and tablet computers, can be connected to a remote solutions server. Each such device can be pre-configured with a remote banking application (“app”) allowing a respective customer to use the device to communicate with the remote solutions server to perform the remote banking. The remote solutions server facilitates remote banking wherein transactions can be completed using in-branch banking equipment. Additionally, the banking customer may schedule time with banking personnel using this application, wherein the meeting can take place at the same branch where the transaction will be completed.

Abstract: A computer implemented project control system and method adapted for enabling an efficient management of a project. The present invention bridges the gap that has traditionally existed between planning and managing project execution and is to provide an efficient, improved, computer implemented project management system with effective monitoring and controlling method which allows a better management of a project schedule, resources and cost. The invention further develops an application comprising a server based and web enabled data base supported by user friendly front end application for managing the projects in a multi user environment. The present invention allows concurrent usage on multi project environment by providing a reliable, secured and practical project management system. The present invention has capabilities for real time project data collaboration, manipulation and performance monitoring system.

Abstract: A method and associated system for managing a plurality of projects. A project image representing each project is displayed in a position on a diagram for reflecting a progress status of each project. A degree of association between projects is calculated on the basis of influence information indicating that work of a project is affected by work of another project and resource information indicating resources allocated to the respective projects. A display unit displays, on the basis of the calculated degree of association between the projects, an association degree image indicating a degree of association between one project and another project in association with a project image representing the one project and a project image representing the other project on the diagram.

Abstract: A method, system, and computer program product for work plan based access control are provided in the illustrative embodiments. For a portion of the work plan, a physical space is determined. Access to the physical space is used in a task in the portion. At least one workflow is initiated to determine whether to grant the access to the physical space. Responsive to the workflow granting the access to the physical space, the access to the physical space is configured for a first duration for a first user performing the task. Responsive to an indication of closing of the portion, the access to the physical space for the first duration for the first user performing the task is revoked.

Abstract: The present disclosure discloses a communication device and server configured to provide to a user a relative event impact map display depicting a plurality of items impacted by an event or a portion of a network impacted by the event. The network can not only be a supply and/or logistics chain but also a computer network, a telecommunications network, transportation network, and power grid.

Abstract: The present disclosure discloses a communication device and server configured to provide to a user a display containing a networked structure comprising (a) a first set of nodes comprising plural members and (b) plural branches interconnecting at least some of the nodes in the first set of nodes, each node in the first set of nodes corresponding to a part, component, and/or product and each branch representing a type of relationship between the corresponding interconnected nodes, whereby the displayed networked structure shows, for a selected part, component, or product, upstream materials, parts, and/or components used to manufacture the selected part, component, or product and downstream parts, components, and/or products manufactured using the selected part, component, or product.

Abstract: The present disclosure describes methods, systems, and computer program products for modeling exception flows in an integration system. One computer-implemented method includes identifying, by operation of an application integration system, an exception corresponding to an integration operation of an integration process, determining, by operation of the application integration system, a type of the exception, determining, by operation of the application integration system, one or more exception handling patterns for the type of the exception, and configuring, by operation of the application integration system, an exception flow of the integration process based on the one or more exception handling patterns.

Abstract: Configuration information, indicating how a computing system process is configured, is analyzed to obtain calculated metrics and recommendations for improving the process. The calculated metrics and recommendations are surfaced on a user interface display, along with user input mechanisms that can be actuated to take action in order to implement one or more of the recommendations. If a user input mechanism is actuated, the corresponding action is performed to modify the process to implement the recommendation, and the process display is updated to show the modification.

Abstract: A system, medium, and method including receiving a request to initiate a hypothetical transaction at a first logical time including changes made to a actual table and storage of the actual table being represented by a main storage data structure and a delta storage data structure; generating a hypothetical delta storage data structure to include the changes made by the hypothetical transaction, the hypothetical delta storage data structure being separate and distinct from the delta storage data structure; and applying the changes made by the hypothetical transaction included in the hypothetical delta storage data structure to the actual table to obtain a hypothetical result data structure that includes the data of the actual table existing at the first logical time and any changes made by the hypothetical transaction.

Abstract: A system and method in which a rating or feedback based system is used on a web or mobile based application for a microjob, also known as a small task, gig, freelance job or microwork. The rating or feedback based system is used to determine either qualification for a microjob, payment for a microjob, or both. The rating or feedback based system is funded by direct deposits or a subscription service.

Abstract: Embodiments include a system for updating status indicators for an insurance company project using a baseline metric, including: a processor that accesses the current status entry for the task and updates a status indicator assigned to the task using a task completion metric, a current status entry for the task, a planned start task baseline date and/or a planned finish task baseline date. Other aspects are described and claimed.

Abstract: Methods and systems for asset and work flow management are disclosed. According to one embodiment, a method for work cycle management includes creating one or more work zones, creating a work cycle of events between the created work zones, creating an operating schedule for the events of work cycle at the zones, monitoring activity at the work zones and comparing the activity to the operating schedule and identifying schedule violations.

Abstract: There are provided systems and methods for delivery confirmation using wireless beacons. A merchant may include a wireless beacon, such as a small token or device, inside of a package for delivery. The beacon may communicate with a user device for a user when the package is delivered to the user. The beacon may include recipient information of eligible recipients for the package. The beacon may receive identification information for the user when the user device connects to the beacon. A delivery person in possession of the package may then determine if the user is an eligible recipient for the package using the recipient information and the identification information. After delivery of the package, the user may reuse the beacon by erasing the recipient information from the beacon and storing new recipient information on the beacon. The user may then place the beacon in another package for delivery.

Abstract: The present disclosure relates to a method performed by a parking assigning system for supporting delivery efficiency of delivered services to vehicles adapted for receipt of delivered services. The parking assigning system determines first vehicle condition data associated with a first vehicle adapted for receipt of a delivered service. The parking assigning system further determines at least a first suitable parking location based on the first vehicle condition data. Moreover, the parking assigning system provides assigned parking information comprising the first suitable parking location to a vehicle user device associated with the first vehicle.

Abstract: An inventory sensor for monitoring the inventory status at one or more retail shelves. The inventory sensor may comprise a mat and a plurality of opposing contact pairs. The mat is adapted to be disposed on a retail shelf with a forward edge of the mat facing the front of the retail shelf. The plurality of opposing contact pairs are arranged into a plurality of regions within the mat, the regions being arranged forward to aft in the mat with the first region being disposed along the forward edge of the mat and subsequent regions being disposed sequentially further aft from said first region. The contact pairs are biased open and the closing of an opposing contact pair produces results in the production of an electrical signal associated with the closed opposing contact pair. A controller monitors the mat to determine retail item footprints.

Abstract: Systems and methods for notifying customers of ETAs associated with service orders are disclosed herein. A computer implemented method, according to various implementations, includes automatically receiving, by a service application, an ETA from a service order management system. The computer implemented method also includes automatically determining whether an en route notification is to be displayed on at least one servicer device associated with the service application, and automatically displaying the en route notification on the at least one servicer device in response to determining that the en route notification is to be displayed by the servicer device.

Abstract: According to various aspects, exemplary embodiments are disclosed of systems and methods related to shipment tracking for trains. In an exemplary embodiment, a shipment tracking system generally includes one or more Bluetooth nodes positionable onboard one or more cars of a train. The one or more Bluetooth nodes are configured to transmit shipment information for the one or more cars. A gateway device is configured to receive shipment information for the one or more cars. The gateway device is configured to transmit payload information to a database.

Abstract: The present invention is directed to a voice operable system and method for identifying and matching a carrier, such as a trucker, and cargo for moving such cargo to a desired destination and for facilitating load board transactions. The present invention allows a carrier to identify prospective cargo loads in real time while transporting an existing load and while driving via voice communications and commands by the carrier into the automated system of the present invention. The system further allows for a shipper to identify prospective carriers and carrier details for its cargo. The system facilitates the carrier and cargo transaction by providing each party required and requested information concerning the carrier and the cargo. In addition, the system process the available data relating to the carrier, cargo, transportation routes and costs, timing, weather and calculates and provides detailed information allowing the parties to facilitate efficient and preferred load transportation.

Abstract: According to an aspect, a system includes transportation module configured to generate a transportation plan for packages scheduled to be routed through a regional logistics network such that the transportation plan minimizes transportation costs. The transportation module may include a pickup plan module, a depot-to-depot plan module, and a delivery plan module. The pickup plan module may be configured to compute a pickup transportation plan for packages to be picked-up from the customers in the customer area of an origin depot. The depot-to-depot plan module may be configured to compute a depot-to-depot transportation plan for packages transferred between the origin depot and a destination depot. The delivery plan module may be configured to compute a delivery transportation plan for delivering packages from the destination depot to the customers within the customer area of the destination depot.

Abstract: A rule handler may receive a first routing rule and a second routing rule, each routing rule characterizing at least one potential physical transportation route. A rule converter may convert the first routing rule and the second routing rule into a first finite automaton (FA) and a second finite automaton, respectively, and may combine the first finite automaton and the second finite automaton into a finite automaton network graph. A graph comparator may then compare the finite automaton network graph to existing physical transportation routes, and a route selector may select, based on the comparing, at least one feasible physical transportation route from the existing physical transportation routes, the at least one feasible physical transportation route being an instance of the at least one potential physical transportation route.

Abstract: Systems, methods and a computer-readable medium provide for package delivery by transportation services that transport one or more passenger to desired locations. In one or more embodiments, a transportation server identifies a package delivery location for a package. The transportation server determines a route characteristic based at least on the package delivery location. The transportation server sends the route characteristic to a transportation service for transporting at least one passenger to a passenger drop-off location.