Abstract: Systems and methods for dynamically defining features for machine learning models in classification systems are disclosed. Such systems and methods may be usefully applied to train and utilize machine learning models in a variety of contexts, including email classification systems.

Abstract: Systems and methods for dynamically defining features for machine learning models in classification systems are disclosed. Such systems and methods may be usefully applied to train and utilize machine learning models in a variety of contexts, including email classification systems.

Abstract: Therapeutic garment for treating, both in preventing and healing, injuries—a versatile and user-friendly device that provides both cold and hot therapy treatments. Comprising an inner layer, middle layer, and outer layer, wherein the middle layer comprises apparatuses retaining and circulating liquid for providing hot or cold therapy treatment. Further comprising the ability to regulate the therapy temperature and the exact location of the therapy, ensuring the necessary temperature for the entire duration of the session and allowing for optimal comfort and seamless integration with normal clothing/fashionwear while eliminating the inconveniences associated with traditional methods.

Abstract: Systems and methods for dynamically defining features for machine learning models in classification systems are disclosed. Such systems and methods may be usefully applied to train and utilize machine learning models in a variety of contexts, including email classification systems.

Abstract: Systems and methods for dynamically defining features for machine learning models in classification systems are disclosed. Such systems and methods may be usefully applied to train and utilize machine learning models in a variety of contexts, including email classification systems.

Abstract: There is provided a method of cleaning a print roller and a system for performing the same. The method comprises providing an ultrasonic cleaning bar having at least one ultrasonic energy source. The ultrasonic cleaning bar is engaged with an ink-carrying surface of the print roller, the ultrasonic cleaning bar and the ink-carrying surface defining a trough therebetween for containing a cleaning fluid. A cleaning routine is executed, the cleaning routine comprising: filling the trough with the cleaning fluid so that the cleaning fluid contacts the ink-carrying surface; activating the ultrasonic energy source for a period of time to remove contaminants from the ink-carrying surface of the print roller so that the contaminants become suspended in the cleaning fluid; and draining the suspension of cleaning fluid and contaminants from the trough. The method comprises executing the cleaning routine at least two times in succession before cleaning of the print roller is complete.

Abstract: Systems and methods for dynamically defining features for machine learning models in classification systems are disclosed. Such systems and methods may be usefully applied to train and utilize machine learning models in a variety of contexts, including email classification systems.

Abstract: A waffle cone coating assembly is disclosed. The waffle cone coating assembly includes a fountain assembly disposed within a basin. The fountain assembly includes a tube having an upper end spaced from the basin and a nozzle disposed at the upper end of the tube. The nozzle includes a plurality of coating outlets. A flange is disposed below the nozzle and includes a diameter greater than a diameter of the nozzle. A coating material is recirculated from the basin through the plurality of coating outlets and returns to the basin.

Abstract: There is provided a method of cleaning a print roller and a system for performing the same. The method comprises providing an ultrasonic cleaning bar having at least one ultrasonic energy source. The ultrasonic cleaning bar is engaged with an ink-carrying surface of the print roller, the ultrasonic cleaning bar and the ink-carrying surface defining a trough therebetween for containing a cleaning fluid. A cleaning routine is executed, the cleaning routine comprising: filling the trough with the cleaning fluid so that the cleaning fluid contacts the ink-carrying surface; activating the ultrasonic energy source for a period of time to remove contaminants from the ink-carrying surface of the print roller so that the contaminants become suspended in the cleaning fluid; and draining the suspension of cleaning fluid and contaminants from the trough. The method comprises executing the cleaning routine at least two times in succession before cleaning of the print roller is complete.

Abstract: The present invention provides compounds of formula (I) wherein A is (1), (2), (3), (4), (5), (6) or (7) and wherein R1, R7, y and Ar1 are defined herein. The compounds are inhibitors of the uptake of one or more monoamines selected from serotonin, norepinephrine and dopamine and, as such, may be useful in the treatment of disorders of the central and/or peripheral nervous system.

Abstract: The present invention provides compounds of formula (I) where n, R1, R2, R3, R4, R5 and Heteroaryl are defined herein. The compounds are inhibitors of the uptake of one or more monoamines selected from serotonin, norepinephrine and dopamine and, as such, may be useful in the treatment of disorders of the central and/or peripheral nervous system.

Abstract: The present invention provides compounds of formula (I) and pharmaceutically acceptable salts thereof, which are useful for the inhibition of the uptake of one or more physiologically active monoamines (serotonin, norepinephrine, and dopamine).

Abstract: Compounds of the general formula (I) are inhibitors of the reuptake of norepinephrine. As such, they may be useful for the treatment of disorders of the central and/or peripheral nervous system.

Abstract: The present invention provides compounds of formula (I) and pharmaceutically acceptable salts thereof, which are useful for the inhibition of the uptake of one or more physiologically active monoamines (serotonin, norepinephrine, and dopamine).

Abstract: The invention relates to compounds of formula (I): wherein R, R1, R2 and X are defined herein, their preparation, and their use as pharmaceuticals.

Abstract: A hair treatment composition comprising (i) 2-hydroxyalkanoic acid and; (ii) 0.1 to 10 wt % of a styling aid.

Abstract: There is provided a heretoaryloxy 3-substituted propanamine compound of formula (I): wherein A is selected from —O— and —S—; X is selected from phenyl optionally substituted with up to 5 substituents selected from halo, C1–C4 alkyl and C1–C4 alkoxy, and thienyl optionally substituted with up to 3 substituents selected from halo and C1–C4 alkyl; Y is selected from benzothienyl, indolyl and benzofuranyl, optionally substituted with up to 5 substituents selected from halo, C1–C4 alkyl, C1–C4 alkoxy, nitro, acetyl and cyano; and when Y is indolyl it may be substituted or further substituted by an N-substituent selected from C1–C4 alkyl; R1 and R2 are each independently H or C1–C4 alkyl; and pharmaceutically acceptable salts thereof.

Abstract: N,N-disubstituted 4-amino-piperidines of the general Formula (I) are inhibitors of the uptake of serotonin and/or norepinephrine and/or dopamine. As such, they may be useful for the treatment of disorders of the central and/or peripheral nervous system.

Abstract: There is provided a heretoaryloxy/thio 3-substituted propanamine compound of formula (I) wherein A is selected from —)— and —S—; X is selected from phenyl optionally substituted with up to 5 substituents each independently selected from halo, C1-C4 alkyl and C1-C4 alkoxy, thienyl optionally substituted with up to 3 substituents each independently selected from halo and C1-C4 alkyl, and C2-C8 alkyl, C2-C8 alkenyl, C3-C8 cycloalkyl and C4-C8 cycloalkylalkyl, each of which may be optionally substituted with up to 3 substituents each independently selected from halo, C1-C4 alkyl, C1-C4 alkoxy, C1-C4 alkyl —S(O)n— where n is 0, 1 or 2, —CF3, —CN and —CONH2; Y is selected from dihydrobenzothienyl, benzothiazolyl, benzoisothiazolyl, quinolyl, isoquinolyl, naphthyridyl, and thienopyridyl, each of which may be optionally substituted with up to 4 or, where possible, up to 5 substituents each independently selected from halo, C1-C4 alkyl, C1-C4 alkoxy, C1-C4 alkyl-S(O)n— where n is 0, 1 or 2, nitro acetyl, —CF3, —SCF3 a

Abstract: Compounds of formula (I): wherein A is S or O; R is H; Ar is an optionally substituted phenyl group; X is an optionally substituted phenyl group, a C1-C4 alkyl, a C3-C6 cycloalkyl group or a CH2(C3-C6 cycloalkyl) group; R? is H or C1-C4 alkyl; and each R1 is independently H or C1-C4 alkyl; and pharmaceutically acceptable salts thereof are selective inhibitors of norepinephrine reuptake.