Abstract: A processor can control quantum hardware to transform qubit states associated with a plurality of pairs of data points in a training dataset using a circuit parameter representing a rotation angle. Inner products of transformed qubit states associated with the plurality of pairs of data points can be computed. The processor can minimize an objective function based on the inner products, where the minimizing finds a target circuit parameter representing a target rotation angle that minimizes the objective function. A processor can build a kernel matrix based on the inner products computed for a sample dataset and the target circuit parameter passed to the quantum hardware. A classification algorithm can use the kernel matrix to classify the sample dataset.

Abstract: A system and method for integrating health related data is disclosed. The system and method can receive a query for health data. Based on the query can determine what type of health data the query requests. Based on determining what type of health data the query requests the data may be retrieved from the appropriate source. Once the data is retrieved, the system can transmit the retrieved data to an application on a client device in response to the query.

Abstract: Systems, computer-implemented methods, and computer program products to facilitate optimization of quantum-enhanced feature generation are provided. According to an embodiment, a system can comprise a processor that executes computer executable components stored in memory. The computer executable components comprise a selection component that selects a quantum circuit for mapping a set of classical features to a quantum feature space. The computer executable components further comprise an execution component that provides the quantum circuit for execution by a quantum computer or a quantum simulator to map the set of classical features and to produce quantum-enhanced features. The computer executable components further comprise a training component that assesses selection of quantum circuits and signals the selection component to select a new quantum circuit based on the assessment.

Abstract: Techniques regarding generating an ensemble of quantum kernel-based learners for one or more quantum machine learning models are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. The system can also comprise a processor, operably coupled to the memory, and that can execute the computer executable components stored in the memory. The computer executable components can comprise an ensemble component that can generate an ensemble of quantum kernel-based learners by selecting a quantum kernel at multiple iterations of a boosting procedure that analyzes a range of feature maps employable by a quantum machine learning model.

Abstract: An apparatus and related method are provided for generating a graphical display region for display of a plurality of pixels of a display device, comprising generating a timeline axis for display in the graphical display region, receiving requester event data for a plurality of requester events from a requester device relating to a request and storing the requester event data, including a time of occurrence for each requester event, and fulfiller event data for fulfiller events from a fulfiller device and storing the fulfiller event data, calculating a time scale for the timeline axis such that requester events and fulfiller events are displayable at a position along the timeline axis proportional to their respective time of occurrence, and a respective axial position for requester indicia representing the requester events and fulfiller indicia representing the fulfiller events at a position along the timeline axis proportional to their respective time of occurrence.

Abstract: An apparatus and related method are provided for generating a graphical display region for display of a plurality of pixels of a display device, comprising generating a timeline axis for display in the graphical display region, receiving requester event data for a plurality of requester events from a requester device relating to a request and storing the requester event data, including a time of occurrence for each requester event, and fulfiller event data for fulfiller events from a fulfiller device and storing the fulfiller event data, calculating a time scale for the timeline axis such that requester events and fulfiller events are displayable at a position along the timeline axis proportional to their respective time of occurrence, and a respective axial position for requester indicia representing the requester events and fulfiller indicia representing the fulfiller events at a position along the timeline axis proportional to their respective time of occurrence.

Abstract: An apparatus and related method are provided for generating a graphical display region for display of a plurality of pixels of a display device, comprising generating a timeline axis for display in the graphical display region, receiving requester event data for a plurality of requester events from a requester device relating to a request and storing the requester event data, including a time of occurrence for each requester event, and fulfiller event data for fulfiller events from a fulfiller device and storing the fulfiller event data, calculating a time scale for the timeline axis such that requester events and fulfiller events are displayable at a position along the timeline axis proportional to their respective time of occurrence, and a respective axial position for requester indicia representing the requester events and fulfiller indicia representing the fulfiller events at a position along the timeline axis proportional to their respective time of occurrence.

Abstract: An apparatus and related method are provided for generating a graphical display region for display of a plurality of pixels of a display device, comprising generating a timeline axis for display in the graphical display region, receiving requester event data for a plurality of requester events from a requester device relating to a request and storing the requester event data, including a time of occurrence for each requester event, and fulfiller event data for fulfiller events from a fulfiller device and storing the fulfiller event data, calculating a time scale for the timeline axis such that requester events and fulfiller events are displayable at a position along the timeline axis proportional to their respective time of occurrence, and a respective axial position for requester indicia representing the requester events and fulfiller indicia representing the fulfiller events at a position along the timeline axis proportional to their respective time of occurrence.

Abstract: A sales application is described that includes multiple automated sales tools that can be combined to help improve sales within a sales team. A deal finder sales tool is described to help identify sales opportunities. A deal playbook sales tool is also described to help structure the sales opportunity into a sales play by recommending products to sale in conjunction and also constructing a sales team. An influencer sales tool is also described to help identify business relationships that can be utilized to influence members of the sales team.

Abstract: An apparatus and related method are provided for generating a graphical display region for display of a plurality of pixels of a display device, comprising generating a timeline axis for display in the graphical display region, receiving requester event data for a plurality of requester events from a requester device relating to a request and storing the requester event data, including a time of occurrence for each requester event, and fulfiller event data for fulfiller events from a fulfiller device and storing the fulfiller event data, calculating a time scale for the timeline axis such that requester events and fulfiller events are displayable at a position along the timeline axis proportional to their respective time of occurrence, and a respective axial position for requester indicia representing the requester events and fulfiller indicia representing the fulfiller events at a position along the timeline axis proportional to their respective time of occurrence.

Abstract: In one embodiment, feedback data of a software object is received through a sequence of cascaded GUIs. The cascaded GUIs include an interaction portion to receive the feedback data from users at a plurality of feedback levels. Further, user role weightings of the users, account weightings of enterprises associated with the users and a time weighting corresponding to a life-cycle phase of the software object are retrieved. Furthermore, average rating of the software object corresponding to each feedback level is determined as a function of the user role weightings, the account weightings, the time weighting, the feedback data corresponding to a feedback level and a number of users submitted the feedback data. The determined average ratings and rating distribution corresponding to each feedback level are graphically displayed on the interaction portion associated with a next feedback level.

Abstract: Systems and method for identifying individuals who may be potentially influential on a particular identified contact for a particular sales opportunity are disclosed. The individuals identified as potential influencers are then ranked according to a predicted level of influence and displayed in a graphic representation. In one embodiment, the ranked potential influencers are displayed as icons in a spiral formation relative to an icon representing the identified contact. The closer an icon representing a particular potential influencer is to the icon representing the identified contact, the greater the level influence is that that influencer might have on the identified contact.

Abstract: Embodiments relate to methods and apparatuses creating and analyzing target groups, for example as relied upon in conducting marketing campaigns. Certain embodiments allow predictive definition of a target group based upon an underlying complex mathematical model, which may reference large data volumes regarding individual targets in an underlying database. An interface affords simplified visualizations of the target group, for example circles of varying diameter representing target group size. Adjustable graphic elements (e.g., sliders) in dashboard views may allow predictive definition of the target group based upon inputs such as marketing cost, target group size, and/or expected revenue, etc. Once defined and stored, target groups may be explored in an interactive manner through application of filter criteria, thereby promoting familiarity with target group characteristics.

Abstract: Embodiments relate to methods and apparatuses creating and analyzing target groups, for example as relied upon in conducting marketing campaigns. Certain embodiments allow predictive definition of a target group based upon an underlying complex mathematical model, which may reference large data volumes regarding individual targets in an underlying database. An interface affords simplified visualizations of the target group, for example circles of varying diameter representing target group size. Adjustable graphic elements (e.g., sliders) in dashboard views may allow predictive definition of the target group based upon inputs such as marketing cost, target group size, and/or expected revenue, etc. Once defined and stored, target groups may be explored in an interactive manner through application of filter criteria, thereby promoting familiarity with target group characteristics.

Abstract: A sales application is described that includes multiple automated sales tools that can be combined to help improve sales within a sales team. A deal finder sales tool is described to help identify sales opportunities. A deal playbook sales tool is also described to help structure the sales opportunity into a sales play by recommending products to sale in conjunction and also constructing a sales team. An influencer sales tool is also described to help identify business relationships that can be utilized to influence members of the sales team.

Abstract: Systems and method for identifying individuals who may be potentially influential on a particular identified contact for a particular sales opportunity are disclosed. The individuals identified as potential influencers are then ranked according to a predicted level of influence and displayed in a graphic representation. In one embodiment, the ranked potential influencers are displayed as icons in a spiral formation relative to an icon representing the identified contact. The closer an icon representing a particular potential influencer is to the icon representing the identified contact, the greater the level influence is that that influencer might have on the identified contact.

Abstract: In one embodiment, a computer-implemented method comprises generating, using a computer, recommendations of a first group of products of a plurality of products based on past transactions between a plurality of persons and a plurality of entities for the plurality of products, relationships between the persons, relationships between the entities, and relationships between the persons and the entities; generating, using the computer, a score for each recommendation of the plurality of recommendations; and generating, using the computer, a first success indicator of a first selected recommendation based on the score associated with the first selected recommendation.

Abstract: Embodiments identify and evaluate business opportunity prospects in an automated fashion. An engine receives one or more inputs used to identify business opportunities. These input(s) can comprise recent events gathered from external sources, for example feeds from news websites, and/or publicly-available business information (e.g. compiled by third parties). Other inputs can comprise information from internal sources, such as Enterprise Resource Planning (ERM) and/or Customer Relationship Management (CRM) applications. Still other inputs can comprise personalized user preferences, for example an industry and/or territory assigned to a particular user. From these input(s), the engine automatically generates a business lead, together with a score reflecting a strength of that lead. To this existing lead information (e.g. score, lead name, lead contact information, etc.

Abstract: In one embodiment, feedback data of a software object is received through a sequence of cascaded GUIs. The cascaded GUIs include an interaction portion to receive the feedback data from users at a plurality of feedback levels. Further, user role weightings of the users, account weightings of enterprises associated with the users and a time weighting corresponding to a life-cycle phase of the software object are retrieved. Furthermore, average rating of the software object corresponding to each feedback level is determined as a function of the user role weightings, the account weightings, the time weighting, the feedback data corresponding to a feedback level and a number of users submitted the feedback data. The determined average ratings and rating distribution corresponding to each feedback level are graphically displayed on the interaction portion associated with a next feedback level.

Abstract: Process for preparing DDTr-free 1,1-bis(chlorophenyl)-2,2,2-trichloroethanol (dicofol).