Abstract: Techniques are disclosed for using a trained machine learning (ML) pipeline to identify categories associated with target data items even though the identified categories may not already be present in the hierarchy. The ML pipeline may include trained cluster-based and classification-based machine learning models, among others. If the results of the cluster-based and classification-based machine learning models are the same, then the target data items is assigned to a hierarchical classification consistent with the identical results of the machine learning model. An assigned hierarchical classification may be validated by the operation of subsequent trained ML models that determine whether parent and child categories in the identified classification are properly associated with one another.

Abstract: A system and a method automatically enable unconstrained inputs of data including a price that relate to a proposed new or modified trade orders between counterparties for submission to an electronic trading system that enforces constraints on the inputs relating to the proposed trades that can be submitted by the counterparties.

Abstract: A system and a method automatically enable unconstrained inputs of data including a price that relate to a proposed new or modified trade orders between counterparties for submission to an electronic trading system that enforces constraints on the inputs relating to the proposed trades that can be submitted by the counterparties.

Abstract: A combined heating and power system is configured to generate energy as well capture a large percentage of energy that would otherwise be lost using components, including heat transfer components, embedded within a vessel to transfer energy in the form of heat to liquid within the vessel.

Abstract: Systems and methods directed to handheld respiratory diagnostics, trainings, and therapy are disclosed. More specifically, a device that collects data associated with a user's breathing using sensors, analyzes that data to determine time series readings of one or more health-related vitals, and generates trainings and therapies to assist the user in real time is described.

Abstract: A method (500) of processing an environmental impact associated with a product in a supply chain formed of a plurality of entities, comprising: providing (510), at an environmental impact database (310), data related to environmental impacts of one or more operations associated with one or more products; at an entity (210-2) in a supply chain, receiving (520) a product from an upstream entity (210-1) in the supply chain; logging (530) an identity of the product by means of an electronic ledger (120-2) associated with the entity; identifying (540), from the electronic ledger, by means of a data extractor (132) an identity of the product; accessing (550) an environmental impact certificate (160-1) associated with the identified product from a certificate database (320), the certificate database being mutually accessible to entities in the supply chain; determining (560) an environmental impact associated with one or more operations on the product by the entity by associating the data related to environmental im

Abstract: The disclosed invention provides an antibacterial pro-coagulant formula for assisting in combating the condition of bleeding gums caused by periodontal disease and gingivitis that enhances the natural healing process by assisting in the of cessation of bleeding by providing an “anti-bacterial oral healing environment” accompanied by enhanced blood flow to the affected bleeding area for more rapid blood clotting and increased blood flow to the affected area to assist the body's natural process of rebuilding healthy gum-tissue. Additionally, the disclosed invention with its antibacterial benefits, when used topically, provides for rapid surface skin blood clotting as well as increased blood circulation on the skin surface which greatly aids in the healing of external skin cuts, such as nicks from shaving or against inflammation of the skin from acne vulgaris.

Abstract: Techniques are disclosed for systems and methods to provision a mobile mesh network. A mobile mesh network provisioning system includes a wireless communications module configured to be physically coupled to a fleet vehicle and to form at least a part of a mobile mesh network including a plurality of mobile nodes corresponding to a respective plurality of fleet vehicles, and a logic device configured to communicate with the wireless communications module. The logic device is configured to determine a data route through at least a portion of the mobile mesh network based, at least in part, on a target data destination and a mobile node participation variability associated with the mobile mesh network, and to transmit fleet data associated with the fleet vehicle along the determined data route.

Abstract: A tree stand system is provided. The tree stand system may include a tree stand. The tree stand may include a frame post, a platform portion engaged with the frame post, and a seat portion engaged with the frame post. Further, the tree stand may include an upper engagement device and a lower engagement device each configured to engage a structure. One of the upper engagement device and the lower engagement device may define a convex edge configured to extend toward the structure to allow the tree stand to roll against the structure to select a horizontal angle that the tree stand faces. The tree stand system may further include one or more of a ladder, a hoisting apparatus, and an accessory. The accessory may include a bow holder accessory or a hunting device accessory.

Abstract: The human machine interface (HMI) of a vehicle, especially an automobile is responsive to outside stimuli. Signals relevant to the amount of concentration required by a driver are received by the HMI, which determines, based on the values of these signals, a driver distraction level. As the driver distraction level increases, areas of a structured display on a display screen are dynamically removed, to present the driver with a reduced distractions when greater concentration is required.

Abstract: A tree stand system is provided. The tree stand system may include a tree stand. The tree stand may include a frame post, a platform portion engaged with the frame post, and a seat portion engaged with the frame post. Further, the tree stand may include an upper engagement device and a lower engagement device each configured to engage a structure. One of the upper engagement device and the lower engagement device may define a convex edge configured to extend toward the structure to allow the tree stand to roll against the structure to select a horizontal angle that the tree stand faces. The tree stand system may further include one or more of a ladder, a hoisting apparatus, and an accessory. The accessory may include a bow holder accessory or a hunting device accessory.

Abstract: An apparatus for drilling a well which includes a drill bit (2) arranged at the end of a length of drill tubing (4), a motor (3) to rotate the drill bit and steering means to steer the drill bit, and including torque measuring means (5) to measure the torque applied to the drill bit continuously and processing means to calculate values for the mechanical specific energy (MSB) and measured depth data over time whilst drilling. The processing means includes comparison means which is configured to compare the measured data with known data to determine the nature of the formation (6) being drilled compared to known types of formation, and which processing means is configured to indicate a change from a first formation type to a second formation type, thus indicating the presence of a formation boundary, when the drill bit is adjacent to or just past the formation boundary (7).

Abstract: A combined heating and power system is configured to generate energy as well capture a large percentage of energy that would otherwise be lost using components, including heat transfer components, embedded within a vessel to transfer energy in the form of heat to liquid within the vessel.

Abstract: A system and method for metering fluid flow is disclosed which has improved diagnostic capabilities. As well as informing a flow meter operator of the presence of a malfunction and its likely cause, the new systems and methods can also quantify an associated flow prediction bias.

Abstract: An instrument panel has an aperture in which a display may be arranged. The instrument panel further comprises a rotatable display mechanism. The mechanism comprising at least three display surfaces supported on a rotatable support. A first display surface comprises a touch sensitive display screen; a second display surface comprises at least one dial or gauge; and a third display surface comprises a trim element. The support is mounted for rotation with respect to a mount and the mount is movable away from and towards the aperture in the instrument panel. In use each display surface may be arranged in the aperture. To change from one display surface to another display surface, the mount is moved away from the instrument panel, the support is rotated and the mount is then moved back towards the instrument panel so as to align another display surface in the aperture.

Abstract: The present invention relates to a retractable floodwall system comprising a floodwall panel installed in a housing unit. The floodwall panel is connected with a counter-balance weight. The floodwall panel is capable of being raised from the housing unit and being lowered into the housing unit. The present invention also relates to a method of flood prevention comprising providing a floodwall panel in a housing unit; connecting the floodwall panel with a counter-balance weight; raising the floodwall panel from the housing unit for flood prevention; and lowering the floodwall panel into the housing unit.

Abstract: A tank for a heat exchanger includes a casing including a substantially planar header opening formed therein and a foot disposed around a perimeter of the header opening. The foot forms an outwardly extending flange from which a pair of oppositely arranged walls extend, the oppositely arranged walls forming an arcuate shape including a spine extending along an apex of the arcuate shape. The oppositely arranged walls each have a corrugated profile adjacent the foot due to the presence of outwardly projecting ribs formed in the oppositely arranged walls. Each of the ribs extend lengthwise from the foot toward the spine, wherein a distal end of each of the ribs is formed adjacent a neutral stress portion of the casing which undergoes a minimal stress when the casing is subjected to an internal pressure from a fluid flowing there through.