Abstract: An example computer-implemented method for temporal data analysis and forecasting utilizes topological hierarchical decompositions to process historical and future time windows. The method receives temporal data and generates multiple sets of historical time subsets with varying lengths, where information in shorter subsets is duplicated in longer ones. Future time windows are also generated in a similar manner. Future time windows are chronologically after a given initial time. The method creates past and future topological hierarchical decompositions and directed graph adjacency arrays. Customer attention matrices are generated for past and future windows, and matrix multiplications are performed to create self-attention arrays. These arrays are then multiplied together. The method culminates in providing a dashboard for forecasting demand after an initial time point, enabling comprehensive temporal data analysis and prediction.

Abstract: A sanitation storage device and a method of installing the same is provided. The device comprises an upper storage portion comprising a platform, an upper storage portion containment feature, and an upper storage portion access opening. The device further comprises a lower storage comprising a lower storage portion access opening and a lower storage portion containment feature. The upper storage portion is configured to receive a first container filled with a hand sanitizer, such that the first container is disposed upon the platform and extends through the upper opening, and the lower storage portion is configured to receive a second container, filled with a cleaning solution, such that the second container is disposed within the interior void. The storage device allows for storage of hand sanitizer and cleaning solution in a manner that conceals the cleaning solution while allowing easy access to the hand sanitizer in the respective communal space.

Abstract: The disclosure generally describes computer-implemented methods, software, and systems for generating a health recommendation. A computer-implemented method includes receiving genetic data and user data of a user. The genetic data is processed to generate vector representations of a fixed size by using an unsupervised learning algorithm. Health risk features are extracted from the vector representations by using a multi-layer convolutional neural network. Dietary conditions associated with the health risk features are determined and used to generate the health recommendation. The health recommendation is displayed for the user.

Abstract: Encryption key exchange processes are disclosed. A disclosed method includes initiating communication between a portable communication device including a token and a first limited use encryption key, and an access device. After communication is initiated, the portable communication device receives a second limited use key from a remote server via the access device. The portable communication device then replaces the first limited use key with the second limited use key. The second limited use key is thereafter used to create access data such as cryptograms that can be used to conduct access transactions.

Abstract: Provided is a wearable device, including a base configured to be worn by a user, at least one data element at least partially positioned on or within the base and programmed or configured to have account data stored thereon, and at least one antenna including an open circuit, the at least one antenna at least partially positioned on or within the base and configured to transmit at least a portion of the account data and receive at least a portion of transaction data from at least one target device when the open circuit of the antenna is closed and becomes powered by at least one power source. Other expressions are also disclosed.

Abstract: Encryption key exchange processes are disclosed. A disclosed method includes initiating communication between a portable communication device including a token and a first limited use encryption key, and an access device. After communication is initiated, the portable communication device receives a second limited use key from a remote server via the access device. The portable communication device then replaces the first limited use key with the second limited use key. The second limited use key is thereafter used to create access data such as cryptograms that can be used to conduct access transactions.

Abstract: A sanitation storage device and a method of installing the same is provided. The device comprises an upper storage portion comprising a platform, an upper storage portion containment feature, and an upper storage portion access opening. The device further comprises a lower storage comprising a lower storage portion access opening and a lower storage portion containment feature. The upper storage portion is configured to receive a first container filled with a hand sanitizer, such that the first container is disposed upon the platform and extends through the upper opening, and the lower storage portion is configured to receive a second container, filled with a cleaning solution, such that the second container is disposed within the interior void. The storage device allows for storage of hand sanitizer and cleaning solution in a manner that conceals the cleaning solution while allowing easy access to the hand sanitizer in the respective communal space.

Abstract: Encryption key exchange processes are disclosed. A disclosed method includes initiating communication between a portable communication device including a token and a first limited use encryption key, and an access device. After communication is initiated, the portable communication device receives a second limited use key from a remote server via the access device. The portable communication device then replaces the first limited use key with the second limited use key. The second limited use key is thereafter used to create access data such as cryptograms that can be used to conduct access transactions.

Abstract: Provided is a wearable device, including a base configured to be worn by a user, at least one data element at least partially positioned on or within the base and programmed or configured to have account data stored thereon, and at least one antenna including an open circuit, the at least one antenna at least partially positioned on or within the base and configured to transmit at least a portion of the account data and receive at least a portion of transaction data from at least one target device when the open circuit of the antenna is closed and becomes powered by at least one power source. Other expressions are also disclosed.

Abstract: The disclosure generally describes computer-implemented methods, software, and systems for generating a health recommendation. A computer-implemented method includes receiving genetic data and user data of a user. The genetic data is processed to generate vector representations of a fixed size by using an unsupervised learning algorithm. Health risk features are extracted from the vector representations by using a multi-layer convolutional neural network. Dietary conditions associated with the health risk features are determined and used to generate the health recommendation. The health recommendation is displayed for the user.

Abstract: Provided is a wearable device, including a base configured to be worn by a user, at least one data element at least partially positioned on or within the base and programmed or configured to have account data stored thereon, and at least one antenna including an open circuit, the at least one antenna at least partially positioned on or within the base and configured to transmit at least a portion of the account data and receive at least a portion of transaction data from at least one target device when the open circuit of the antenna is closed and becomes powered by at least one power source. Other expressions are also disclosed.

Abstract: A muffler filter within a housing (1) is disclosed, which is capable of being secured to an automobile rear bumper adjacent the exhaust of an automobile. The filter housing (1) is attached to vehicle with top (11) and bottom (12) clamps. The filters (3, 4) are attached to removable cartridge holder (2). The fireproof band (6) and filter interlocks (7) are attached over housing (1) for locking the filter. The movable slide (8) is attached to housing (1) for connecting filter to bottom of bumper. Fire proof strap (9) for connecting filter to top of bumper is located on top of housing (1). The filters (3, 4) are mainly activated charcoal filters combined with ionic transport membrane system and comprises absorbent material in a matrix capable of absorbing a plurality of noxious fumes emitted from the exhaust the automobile. The filters are capable of being replaced.

Abstract: Encryption key exchange processes are disclosed. A disclosed method includes initiating communication between a portable communication device including a token and a first limited use encryption key, and an access device. After communication is initiated, the portable communication device receives a second limited use key from a remote server via the access device. The portable communication device then replaces the first limited use key with the second limited use key. The second limited use key is thereafter used to create access data such as cryptograms that can be used to conduct access transactions.

Abstract: Provided is a wearable device, including a base configured to be worn by a user, at least one data element at least partially positioned on or within the base and programmed or configured to have account data stored thereon, and at least one antenna including an open circuit, the at least one antenna at least partially positioned on or within the base and configured to transmit at least a portion of the account data and receive at least a portion of transaction data from at least one target device when the open circuit of the antenna is closed and becomes powered by at least one power source. Other expressions are also disclosed.

Abstract: A muffler filter within a housing (1) is disclosed, which is capable of being secured to an automobile rear bumper adjacent the exhaust of an automobile. The filter housing (1) is attached to vehicle with top (11) and bottom (12) clamps. The filters (3, 4) are attached to removable cartridge holder (2). The fireproof band (6) and filter interlocks (7) are attached over housing (1) for locking the filter. The movable slide (8) is attached to housing (1) for connecting filter to bottom of bumper. Fire proof strap (9) for connecting filter to top of bumper is located on top of housing (1). The filters (3, 4) are mainly activated charcoal filters combined with ionic transport membrane system and comprises absorbent material in a matrix capable of absorbing a plurality of noxious fumes emitted from the exhaust the automobile. The filters are capable of being replaced.

Abstract: A system for enhanced multi-channel, multi-option, highly targeted automated campaigns, comprising an application server that receives events via a network and provides them to an event load balancer that directs the operation of a plurality of event sinks each configured to receive events and perform event processing comprising at least a sorting process to determine a subset of events to be used for a content campaign, and a relay service configured to present content to a client device based at least in part on at least a portion of the events.

Abstract: A system for enhanced multi-channel, multi-option, highly targeted automated campaigns, comprising an application server that receives events via a network and provides them to an event load balancer that directs the operation of a plurality of event sinks each configured to receive events and perform event processing comprising at least a sorting process to determine a subset of events to be used for a content campaign, and a relay service configured to present content to a client device based at least in part on at least a portion of the events.

Abstract: A system for enhanced multi-channel, multi-option, highly targeted automated campaigns, comprising an application server that receives events via a network and provides them to an event load balancer that directs the operation of a plurality of event sinks each configured to receive events and perform event processing comprising at least a sorting process to determine a subset of events to be used for a content campaign, and a relay service configured to present content to a client device based at least in part on at least a portion of the events.

Abstract: A system for enhanced multi-channel, multi-option, highly targeted automated campaigns, comprising an application server that receives events via a network and provides them to an event load balancer that directs the operation of a plurality of event sinks each configured to receive events and perform event processing comprising at least a sorting process to determine a subset of events to be used for a content campaign, and a relay service configured to present content to a client device based at least in part on at least a portion of the events.