Abstract: A product management computer system that can include one or more processors, and a computer-readable medium comprising instructions stored therein, which when executed by the processors, can cause the processors to: receive data representing a target product of interest to a user of the system, wherein the target product is described by a plurality of variable-value attributes associated; process the received data through a machine-learning-produced algorithm and generating data representing a first set of substitute product candidates for the target product and wherein each substitute product candidate has a corresponding match-score that represents a degree of determined similarity between that substitute product candidate and the target product; transform the generated data that represents the first set of substitute product candidates into data representing a refined set of substitute product candidates by processing the generated data utilizing a constraint-based algorithm; and output data representing

Abstract: A product management computer system that can include one or more processors, and a computer-readable medium comprising instructions stored therein, which when executed by the processors, can cause the processors to: receive data representing a target product of interest to a user of the system, wherein the target product is described by a plurality of variable-value attributes associated; process the received data through a machine-learning-produced algorithm and generating data representing a first set of substitute product candidates for the target product and wherein each substitute product candidate has a corresponding match-score that represents a degree of determined similarity between that substitute product candidate and the target product; transform the generated data that represents the first set of substitute product candidates into data representing a refined set of substitute product candidates by processing the generated data utilizing a constraint-based algorithm; and output data representing

Abstract: A computer implemented method for identifying substitute products for a target product via a distributor's product management computer system, the method includes: receiving, at a distributor's product management computer system, data representing a target product of interest to a user of the system, wherein the target product is described by a plurality of variable-value attributes associated therewith; processing the received data through a machine-learning-produced algorithm and thereby generating data representing a first set of substitute product candidates for the target product and wherein each substitute product candidate has a corresponding match-score that represents a degree of determined similarity between that substitute product candidate and the target product; transforming the generated data that represents the first set of substitute product candidates into data representing a refined set of substitute product candidates by processing the generated data utilizing a constraint-based algorithm;

Abstract: A computer method for identifying product in a distributor's inventory system that fulfills a product request made via a natural language query. the natural language query is received as a product request including multiple words in sequential order. The words are vectorized into word-vectors that are concatenated and used to generate a query embedding. The query embedding is processed utilizing a trained product category classifier that predicts which product category the requested product belongs. Forward and backward sequence vectors are generated from the sequentially ordered words of the query that are concatenated and processed using a trained model specific to the predicted product category. The sequence vectors represent positional relationships between the words of the natural language query. Thereafter, the system identifies product attribute(s) embodied in the natural language query that each correspond to a predetermined key-characteristic of the category.

Abstract: The present invention relates to fused pyrimidines of formulae I and II wherein, R1, R2 are as herein described. The present invention particularly relates to isoform selective PI3K? inhibition and their medicinal use as anticancer agents.

Abstract: The present invention relates to fused pyrimidines of formulae I and II wherein, R1, R2 are as herein described. The present invention particularly relates to isoform selective PI3K? inhibition and their medicinal use as anticancer agents.

Abstract: A device may be configured to obtain text from a document. The device may perform embedding to obtain a data structure indicating probabilities associated with characters included in the text and apply a first convolution to the data structure to obtain different representations of the characters included in the text. In addition, the device may apply parallel convolution to the different representations to obtain multiple sets of character representations, subsample the multiple sets of character representations, and pool the subsampled multiple sets of character representations into a merged data structure. The device may provide the merged data structure to a fully connected layer, of a convolutional neural network, to produce data representing features of the text; and provide the data representing features of the text to an inference layer, of the convolutional neural network, that provides data indicating a classification for the text.

Abstract: This document describes systems, methods, devices, and other techniques for detecting procurement fraud in one or more procurement processes. In some implementations, a computing device receives input data representing one or more procurement processes, processes the received input data to generate a respective risk score for each procurement process, each risk score representing a likelihood that the respective procurement process is fraudulent, comprising processing the received input data using (i) one or more predetermined rules and scenarios, and (ii) atypical patterns data mined through unsupervised learning mechanisms, and provides, based on the generated risk score, output data indicating procurement processes that are likely to be fraudulent.

Abstract: The present invention relates to 6-aryl-4-phenylamino quinazolines of formula I wherein, R and R? are as herein described. The present invention particularly relates to synthesis and anticancer and phoshpoinositide-3-kinase-? (PI3K-?) inhibitory activity. In addition, the invention relates to methods of using compounds for treating or preventing various cancers such as pancreatic, prostate, breast and melanoma.

Abstract: A method and system for cleaning and/or burnishing an article. The article is operated on by a burnishing object having one more cutting edges and one or more heating surfaces. The article rotates relative to the burnishing head and the cutting edges remove asperities from the article. The heating surface can be activated and can optionally protrude from the burnishing head to further reduce roughness of the surface of the article as the article is rotating relative to the head. The cutting edges and heating surfaces can be configured in shape and size (i.e., geometry) to accommodate the article.

Abstract: The present disclosure addresses above-mentioned issues by providing a system and method for preparing a correlation data set to be used in parametric grading of malignant tissues. Systems and methods of the present disclosure further provide for a visualization scheme, wherein all the parameters can be viewed at the same time and processed together to arrive at an accurate grading of the tissue based on threshold based comparison of the parameter values for each voxel.

Abstract: The present invention relates to the rohitukine (5,7-dihydroxy-8-(3-hydroxy-1-methyl-piperidin-4-yl)-4H-chromen-4-ones) analogs of formula A and pharmaceutically acceptable salts thereof. In addition, the invention relates to pharmaceutically acceptable compositions comprising at least one such compound, and methods of using the compounds for treating or preventing various proliferative disorders such as melanoma, leukemia, breast cancer and prostate cancer etc. [insert Formula A here] wherein, n=0 or 1, when n=1, the dotted line indicates the double bond.

Abstract: The present invention relates to the compounds of formula I wherein R is as herein described. The present invention particularly relates to synthesis and antiproliferative activity of 10-substituted colchicinoids. Compounds of the invention can be used for prevention or in the treatment of cancer disease.

Abstract: The present disclosure addresses above-mentioned issues by providing a system and method for preparing a correlation data set to be used in parametric grading of malignant tissues. Systems and methods of the present disclosure further provide for a visualization scheme, wherein all the parameters can be viewed at the same time and processed together to arrive at an accurate grading of the tissue based on threshold based comparison of the parameter values for each voxel.

Abstract: The present invention relates to the compounds of formula I wherein R is as herein described. The present invention particularly relates to synthesis and antiproliferative activity of 10-substituted colchicinoids. Compounds of the invention can be used for prevention or in the treatment of cancer disease.

Abstract: A sports hoop is provided for a motor vehicle. The sports hoop includes a one-piece internal frame, an outer cover received over an outer surface of the internal frame and an inner cover received over an inner surface of the internal frame. Slip joints and expansion joints are provided to accommodate thermal expansion and contraction to maintain a more aesthetically pleasing appearance.

Abstract: The present invention relates to 6-aryl-4-phenylamino quinazolines of formula I wherein, R and R? are as herein described. The present invention particularly relates to synthesis and anticancer and phoshpoinositide-3-kinase-? (PI3K-?) inhibitory activity. In addition, the invention relates to methods of using compounds for treating or preventing various cancers such as pancreatic, prostate, breast and melanoma.

Abstract: A sports hoop is provided for a motor vehicle. The sports hoop includes a one-piece internal frame, an outer cover received over an outer surface of the internal frame and an inner cover received over an inner surface of the internal frame. Slip joints and expansion joints are provided to accommodate thermal expansion and contraction to maintain a more aesthetically pleasing appearance.

Abstract: The present invention relates to the rohitukine (5,7-dihydroxy-8-(3-hydroxy-1-methyl-piperidin-4-yl)-4H-chromen-4-ones) analogs of formula A and pharmaceutically acceptable salts thereof. In addition, the invention relates to pharmaceutically acceptable compositions comprising at least one such compound, and methods of using the compounds for treating or preventing various proliferative disorders such as melanoma, leukemia, breast cancer and prostate cancer etc. [insert Formula A here] wherein, n=0 or 1, when n=1, the dotted line indicates the double bond.

Abstract: The invention pertains to a method and apparatus for separation of seeds from fruit pulp/skin/twigs, in general, coming out from juice producing industry as a waste and in particular from apple pomace. The method involves addition of apple pomace and water in a particular ratio to a vessel (1), mixing with an agitator (6, 8) at optimum rpm for sufficient period, allowed to stand followed by secondary agitation. Based on difference in bulk density, seeds were separated from pomace. The seedless pomace withdrawn from horizontal (13) or inclined (14) outlets and seeds collected in seed collection chamber were removed through bottom valve (11). The seed trap (15) provided at inclined outlet (14) helps in their retention in the vessel (1). The seedless pomace is recovered by filtration from water. This spent water can be recycled for few times and then purged. Easy to handle separation device is energy efficient, compactly designed and can be used to separate the seeds efficiently up to 97%.