Abstract: An optimized artificial intelligence machine may: receive information indicative of the times, locations, and types of crimes that were committed over a period of time in a geographic area; receive information indicative of the number and locations of patrol agents that were patrolling during the period of time; build a learning model based on the received information that learns the relationships between the locations of the patrol agents and the crimes that were committed; and determine whether and where criminals would commit new crimes based on the learning model and a different number of patrol agents or locations of patrol agents.

Abstract: A method of tagging a geographical area includes obtaining, with a processing device, attribute information and mobile tracking data of a plurality of mobile objects, wherein the mobile tracking data comprises sampling time and corresponding sampling point locations of the mobile objects; converting the mobile tracking data of the plurality of mobile objects into new mobile tracking data according to the correspondence relationship between the sampling time and a time slices, wherein the new mobile tracking data include time slices and corresponding sampling point locations; and obtaining a set of attribute information of at least one geographical area with respect to the time slices based on the new mobile tracking data, wherein the at least one geographical area is obtained by clustering the sampling point locations.

Abstract: A method of tagging a geographical area includes obtaining, with a processing device, attribute information and mobile tracking data of a plurality of mobile objects, wherein the mobile tracking data comprises sampling time and corresponding sampling point locations of the mobile objects; converting the mobile tracking data of the plurality of mobile objects into new mobile tracking data according to the correspondence relationship between the sampling time and a time slices, wherein the new mobile tracking data include time slices and corresponding sampling point locations; and obtaining a set of attribute information of at least one geographical area with respect to the time slices based on the new mobile tracking data, wherein the at least one geographical area is obtained by clustering the sampling point locations.

Abstract: One embodiment provides a system for scheduling I/O resources of a virtual machine. During operation, in response to receiving a plurality of I/O requests, the system identifies a plurality of target virtual disks to which the I/O requests are to be sent, wherein a virtual disk corresponds to a previously created I/O queue. The system assigns a respective I/O request to the corresponding I/O queue for an identified target virtual disk. The system schedules I/O resources to be used by the respective I/O request based on a scheduling parameter that corresponds to the identified target virtual disk.

Abstract: Compounds active on protein kinases are described, as well as methods of using such compounds to treat diseases and conditions associated with aberrant activity of protein kinases.

Abstract: A mask read-only memory array is provided. The mask read-only memory array includes a semiconductor substrate having a surface; and a heavily doped layer formed on the surface of semiconductor substrate. The mask read-only memory array also includes a plurality of lightly doped discrete regions formed on the heavily doped layer, and a metal silicide layer formed on the lightly doped discrete regions. Wherein the metal silicide layer and the plurality of reverse type lightly doped discrete regions form a plurality of Schottky diode memory cells. Further, the mask read-only memory array includes conductive vias formed one a partial number of the plurality of Schottky diode memory cells for applying column selecting voltage to select certain memory cells.

Abstract: The disclosure provides a crosstalk canceling system and method, and a sound processing apparatus, and the system includes: a sub-band filter component configured to frequency-divide an original audio signal transmitted over a sound channel of the multimedia device into sub-band signals, and to delay and apply gains to the sub-band signals according to preset delay values and gain values corresponding to the sub-band signals; a synthesizer configured to generate a crosstalk canceling signal from the sub-band signals which are delayed and to which the gains are applied; and a signal generator configured to generate a play signal of another sound channel than the sound channel from which the crosstalk canceling signal is derived, according to the crosstalk canceling signal, and an original audio signal of another sound channel than the sound channel from which the crosstalk canceling signal is derived, thus canceling crosstalk in effect.

Abstract: A curable composition comprising a) an epoxy component; b) a hardener component selected from the group consisting of a maleic anhydride-containing compound, a maleic anhydride-containing vinyl compound, and combinations thereof; and c) a vinyl component wherein upon curing under curing conditions, the curable composition forms at least one interpenetrating polymer network is disclosed.

Abstract: The present invention discloses a preparation method of 2,3-dimethyl phenyl-1-trityl-imidazole-4-ketone. In accordance with this method, imidazole-4-ethyl formate is used as a raw material; ethyl formate is used for amino protection, 1-trityl-1H-imidazole-4-formic acid is obtained after basic hydrolysis; 1-trityl-1H-imidazole-4-formic acid and N,O-dimethylhydroxylamine hydrochloride are subjected to condensation so as to obtain N-methoxyl-N-methyl-1-trityl-1H-imidazole-4-formamide; and N-methoxyl-N-methyl-1-trityl-1H-imidazole-4-formamide and a Grignard reagent prepared by the reaction of 2,3-dimethylbromobenzene with magnesium are subjected to a Grignard reaction, and then the target product 2,3-dimethyl phenyl-1-trityl-1H-imidazole-4-ketone is obtained. Compared with the reported preparation methods, the preparation method is more convenient to operate and is beneficial for industrial production.

Abstract: Compounds and salts thereof, formulations thereof, conjugates thereof, derivatives thereof, forms thereof and uses thereof are described. In certain aspects and embodiments, the described compounds or salts thereof, formulations thereof, conjugates thereof, derivatives thereof, forms thereof are active on each of B-Raf, B-Raf V600E and c-Raf-1 protein kinase. In certain aspects and embodiments, the described compounds are active in inhibiting proliferation of a Ras mutant cell line.

Abstract: The invention discloses a three-DOF hybrid damping pantograph, comprising an electric driving transmission system fixed on a base, and collector heads, transverse dampers, parallel support frames as well as longitudinal dampers. Square auxiliary holes are arranged on the base, supporting insulators are arranged on four angles below the base; four transverse dampers are symmetrically fixed on the base, and arranged on the outside of the parallel support frames and connected with the parallel support frames through hinges; four longitudinal dampers are symmetrically fixed on the top of the parallel support frames; the collector heads are connected with the parallel support frames by the longitudinal dampers and separators are arranged on the collector heads. The invention can realize bearing and damping spatially in three directions, avoid pantograph detachment, catenary scraping and other safety accidents, and improve the structural stability of the pantograph and adaptability to the catenary.

Abstract: A user interface method and apparatus are provided. A user interface method of a smart device includes receiving an electrical signal from an electromyography (EMG) sensor worn on a user, determining a user input based on the received electrical signal and position information about a determined position of a detected touch of the user on a touch screen, and controlling operation of the smart device in response to the determined user input.

Abstract: Provided are electrocardiogram (ECG)-based authentication and training. An authentication method includes generating a feature vector of an ECG obtained from an entity or a person based on a dictionary, classifying the ECG through a classifier based on the feature vector, and performing authentication based on a classification result.

Abstract: A chemical-electromagnetic hybrid propeller with variable specific impulse. Fuel gas ejected out from a spraying tube of the chemical propeller through chemical propulsion enters an ionization chamber through a first magnetic mirror tube for ionization. The fuel gas after ionization is heated up by radio-frequency ion cyclotron waves in an ion cyclotron wave heating chamber so as to improve the kinetic energy. Then a second magnetic mirror tube is used, so that ions in the fuel gas after the ionization are heated up many times in a reciprocating manner between the magnetic mirror tubes, and ejected to generate forward propulsion force. By means of the propeller, the propulsion force and the specific impulse are greatly increased.

Abstract: Embodiments of the present invention provide a recognition device and an alignment system. The recognition device is configured to recognize an alignment mark on a display substrate and comprises a camera unit and a light source unit. The camera unit is configured to shoot the alignment mark, and the light source unit is configured to radiate emitted light onto the alignment mark. The recognition device further comprises a light processing unit configured to process light emitted from the light source unit so that the luminance of the light irradiated onto the alignment mark is greater than that of the light emitted from the light source unit. Through the arrangement of the light processing unit, the recognition device enables the luminance of the light irradiated onto the alignment mark to be greater than that of the light emitted from the light source unit.

Abstract: The disclosed subject matter provides a mask read-only memory (M-ROM) device and fabrication method thereof. In an M-ROM device, a first layer having a first type doping is formed in a substrate. A plurality of buried lines is formed in the first layer of the substrate. The plurality of buried lines are arranged in parallel in a first direction and isolated from each other. An epitaxial growth process is used to form a second layer on the first layer of the substrate. A plurality of diodes is formed in the second layer. The plurality of diodes is arranged in an array. Each diode includes a first electrode having a second type doping and connecting with one of the plurality of buried lines, and a second electrode having a first type doping and located on the first electrode.

Abstract: Disclosed herein are, inter alia, compositions for modulating Ire1, Src, or Abl, methods for identifying modulating activity in test compounds, and methods for treating diseases caused by the activity or inactivity of Ire1, Src, or Abl.

Abstract: A biometric authentication apparatus and method are provided. The biometric authentication apparatus may obtain at least two types of biosignals, extract a same type of physiological features from each of the biosignals, and determine whether the biosignals are generated from a same living body based on the extracted same type of physiological features.

Abstract: Compounds active on protein kinases are described, as well as methods of using such compounds to treat diseases and conditions associated with aberrant activity of protein kinases.

Abstract: A semiconductor memory device includes a first insulating portion. The semiconductor memory device further includes a phase-change material element that contacts the first insulating portion. The semiconductor memory device further includes an electrode that contacts a side surface of the phase-change material element, the side surface of the phase-change material element being not parallel to a top surface of the electrode. The semiconductor memory device further includes a second insulating portion surrounding the phase-change material element.