Abstract: Techniques are disclosed for automatically pre-processing data to generate a single view of the data that is suitable for machine learning and data analytics operations. Multiple data sets are joined together using one or more primary keys if raw data in the data sets have a same frequency. On the other hand, if raw data in the data sets do not have the same frequency, then for raw data in data sets having a different frequency than data in a user-specified base data set, the raw data is normalized and resampled. The normalized and resampled data in the data sets is further aggregated based on timestamps associated with the base data set, and the data sets are then joined to the base data set using one or more primary keys. The joined data sets can be stored and used to train machine learning models and/or for data analytics operations.

Abstract: A seedling growing container having a plurality of partitions removably mounted therein. The partitions are constructed and arranged to provide a plurality of trough-like configured cells containing seedlings and growing material. A humidity dome is also removably mounted on said container.

Abstract: A plant container having a plurality of holes in the bottom thereof, a plurality of legs are detachably connected to certain holes in the bottom thereof, and a length of wick extends through other holes in the bottom of the container.

Abstract: Methods and systems for reducing the stress state of compressed ends of compressed tubes are disclosed. The methods and systems may provide a reduced tensile residual stress state, or even a compressive residual stress state. Tube products produced from the same are also provided.

Abstract: Certain oxazole-based compounds exhibiting ATP-utilizing enzyme inhibitory activity, methods of using compounds exhibiting ATP-utilizing enzyme inhibitory activity, and compositions comprising compounds exhibiting ATP-utilizing enzyme inhibitory activity, are disclosed.

Abstract: Certain quinolone-based compounds exhibiting ATP-utilizing enzyme inhibitory activity, methods of using compounds exhibiting ATP-utilizing enzyme inhibitory activity, and compositions comprising compounds exhibiting ATP-utilizing enzyme inhibitory activity, are disclosed.

Abstract: The present invention provides a dampening system including a driveline including a tubular driveshaft; and at least one attenuator positioned at frequency nodes within the tubular driveshaft, the attenuator including a dampening material disposed about a perimeter of a rigid carrier corresponding to an interior surface of the tubular driveshaft, the rigid carrier uniformly distributing the high frequency dampening material about the interior surface of the tubular driveshaft. The present invention also provides a method for uniformly distributing an expandable material about the interior surface of a tubular driveshaft.

Abstract: 2-Amido-4-substituted-aryl-thiazole-based compounds exhibiting ATP-utilizing enzyme inhibitory activity, methods of using compounds exhibiting ATP-utilizing enzyme inhibitory activity, and compositions comprising compounds exhibiting ATP-utilizing enzyme inhibitory activity, are disclosed.

Abstract: Quinoline- and isoquinoline-based compounds exhibiting ATP-utilizing enzyme inhibitory activity, methods of using compounds exhibiting ATP-utilizing enzyme inhibitory activity, and compositions comprising compounds exhibiting ATP-utilizing enzyme inhibitory activity, are disclosed.

Abstract: Thiotriazole-based chemical entities exhibiting ATP-utilizing enzyme inhibitory activity, methods of using such chemical entities, and compositions comprising such chemical entities, are described.

Abstract: The present invention relates to methods and systems for automated criteria and attribute generation, searching, auditing and reporting of data. One aspect of an embodiment of the invention includes a method for translating a request for filtering data in a plurality of credit data sources.

Abstract: Trisubstituted heteroaromatic compounds having the structure are provided, wherein X is C or N; A and B are each independently CH or N, with the proviso that A and B cannot both be CH; R1 is Ar-L-; R2 is hydrogen or alkyl; or R1 and R2 can be joined together to form a 4- to 7-membered cycloheteroalkyl ring; R3 to R8, Ar and L are as defined herein. A method for using these compounds to treat diseases associated with abnormal bone or mineral homeostasis is also provided.

Abstract: A method of providing an efficiently running internal combustion engine including the steps of operating an engine at a constant rpm while increasing the torque load on the engine, measuring the torque value at predetermined intervals of the torque load to obtain a brake mean effective pressure for each of the intervals, and measuring the fuel consumption at the predetermined intervals. The common log of the brake mean effective pressure is plotted against the common log of the fuel consumption for each interval to obtain a straight line curve (10) which extends linearly with a constant first slope to a D-point coordinate (16) after which it continues at a different second slope. A straight line extension (20) is plotted having the first slope and extending upwardly from the D-point coordinate (16).