Abstract: A visualization recommendation system generates recommendation scores for multiple visualizations that combine data attributes of a dataset with visualization configurations. The visualization recommendation system maps meta-features of the dataset to a meta-feature space and configuration attributes of the visualization configurations to a configuration space. The visualization recommendation system generates meta-feature vectors that describe the mapped meta-features, and generates configuration attribute sets that describe the attributes of the visualization configurations. The visualization recommendation system applies multiple scoring models to the meta-feature vectors and configuration attribute sets, including a wide scoring model and a deep scoring model. In some cases, the visualization recommendation system trains the multiple scoring models using the meta-feature vectors and configuration attribute sets.

Abstract: Disclosed are methods for preparing a thin film composite membrane by subjecting a solution comprising one or more zwitterionic copolymers to an electrospraying process, thereby preparing the thin film composite membrane.

Abstract: Systems and methods for personalized visualization recommendation are described.

Abstract: A dataset captioning system is described that generates captions of text to describe insights identified from a dataset, automatically and without user intervention. To do so, given an input of a dataset the dataset captioning system determines which data insights are likely to support potential visualizations of the dataset, generates text based on these insights, orders the text, processes the ordered text for readability, and then outputs the text as a caption. These techniques also include adjustments made to the complexity of the text, globalization of the text, inclusion of links to outside sources of information, translation of the text, and so on as part of generating the caption.

Abstract: Techniques of captioning for figures includes generating a caption unit for a figure by defining a finite set of caption types. From each caption type, additional input for that caption type, as well as figure image data and figure metadata, an automated system may generate a respective caption unit, each caption unit including a sequence of words. Further, the generated caption for a figure includes a combination of the generated caption units.

Abstract: The present application discloses a lamp, which comprises a housing, a radiator being provided with an accommodating space for accommodating a light source and a Printed Circuit Board (PCB) board, an optical device having a bottom surface facing towards the radiator and a top surface facing towards external space, and a switch being connected to the PCB board, wherein the optical device comprises an actuator which is cooperated with the switch, wherein the optical device is rotatably arranged relative to the radiator so that the switch is switched by the actuator. By means of such an arrangement, a user may manually rotate the optical device of the lamp to drive the switch located inside the lamp to be switched, so that the lamp is conveniently switched between different color temperatures, for example between cold light and warm light.

Abstract: The present invention relates to a corrosion-fatigue-coupled test method and device for a steel bridge deck. The method includes: 1) installing an orthotropic steel bridge deck (OSBD) and pasting filter paper; 2) installing a sodium chloride solution delivery pipe; 3) installing an infrared (IR) lamp; 4) preparing a corrosive solution; 5) coupling corrosion and fatigue; and 6) acquiring test data. A device constructed by using the method includes a to-be-tested OSBD, a support device, a pressure pump, a water tank, a monitoring device, an IR lamp, a plastic water pipe, a thermostat and a rotary sprayer. The present invention solves the problem of laboratory accelerated corrosion of the OSBD. The present invention fully considers a coupling effect of a corrosive medium and an alternating stress, so that the created simulation environment is close to a service environment of the OSBD, and the test data are effective and reliable.

Abstract: The present application discloses a lamp, which comprises a housing, a radiator being provided with an accommodating space for accommodating a light source and a Printed Circuit Board (PCB) board, an optical device having a bottom surface facing towards the radiator and a top surface facing towards external space, and a switch being connected to the PCB board, wherein the optical device comprises an actuator which is cooperated with the switch, wherein the optical device is rotatably arranged relative to the radiator so that the switch is switched by the actuator. By means of such an arrangement, a user may manually rotate the optical device of the lamp to drive the switch located inside the lamp to be switched, so that the lamp is conveniently switched between different color temperatures, for example between cold light and warm light.

Abstract: A control device, lighting device including the control device, a lighting system and a method for controlling the lighting device are provided. In embodiments, the control device may comprise a communication unit and a controller. The communication unit may be operable to communicatively connect with a remote controller via a first wireless network and operable to communicatively connect with at least one mobile device via a second wireless network. The controller may be coupled to the communication unit and the lighting device, and configured to control the lighting device based on at least one signal of those received by the communication unit from the remote controller and the at least one mobile device. The first wireless network and the second wireless network operate at different bands. The lighting system may include the lighting device and the remote controller.

Abstract: The present invention relates to a corrosion-fatigue-coupled test method and device for a steel bridge deck. The method includes: 1) installing an orthotropic steel bridge deck (OSBD) and pasting filter paper; 2) installing a sodium chloride solution delivery pipe; 3) installing an infrared (IR) lamp; 4) preparing a corrosive solution; 5) coupling corrosion and fatigue; and 6) acquiring test data. A device constructed by using the method includes a to-be-tested OSBD, a support device, a pressure pump, a water tank, a monitoring device, an IR lamp, a plastic water pipe, a thermostat and a rotary sprayer. The present invention solves the problem of laboratory accelerated corrosion of the OSBD. The present invention fully considers a coupling effect of a corrosive medium and an alternating stress, so that the created simulation environment is close to a service environment of the OSBD, and the test data are effective and reliable.

Abstract: A method for reducing the net amount of carbon dioxide generated in the manufacture of concrete by pre-carbonating calcium rich cementitious materials prior to the addition of ordinary Portland cement is disclosed. Additionally, a composition of concrete is disclosed, which is manufactured by using a mixture of pre-carbonated cementitious materials and ordinary Portland cement.

Abstract: A mechanism is provided for detecting one or more defects in an incoming log. One or more features are extracted from the incoming log. Utilizing the one or more features, one or more patterns, one or more pattern sequences of the one or more patterns, and one or more proximities associated with the one or more patterns contained in the incoming log are identified. For each defect model generated for the incoming log, a set of patterns in the defect model is compared to a set of patterns in each previously identified defect model in a set of previously identified defect models. Responsive to identifying a match and responsive to set of scores associated with the match meeting or exceeding a set of probability thresholds, an identification associated with the previously identified defect model along with any solution or workaround is passed to a support engineer.

Abstract: Embodiments of the present invention disclose populating a database by conducting a training phase to analyze training security log streams. A server extracts the words contained within the training security log and replaces each of the extracted words with a symbol to form a symbol string and an n-gram scan is conducted on the symbol string to generate statistical data. Tokens are extracted from symbol string, where the tokens are words, phrase or alphanumeric sequence represented by a symbol within training security log stream. The symbol string is replaced with the words they represent to allow for the identification of the actual token phrases. A scan is conducted on the token phrase to acquire scan data on the identified token phrases. Once the tokens, position information, and scan data are known they are stored within the database to allow security log streams to be analyzed in real time.

Abstract: A mechanism is provided for detecting one or more defects in an incoming log. One or more features are extracted from the incoming log. Utilizing the one or more features, one or more patterns, one or more pattern sequences of the one or more patterns, and one or more proximities associated with the one or more patterns contained in the incoming log are identified. For each defect model generated for the incoming log, a set of patterns in the defect model is compared to a set of patterns in each previously identified defect model in a set of previously identified defect models. Responsive to identifying a match and responsive to set of scores associated with the match meeting or exceeding a set of probability thresholds, an identification associated with the previously identified defect model along with any solution or workaround is passed to a support engineer.

Abstract: The present invention describes methods and processes for the production of proteins by animal cell or mammalian cell culture. In one aspect, the methods comprise the growth of cells in a growth factor/protein/peptide free medium. In another aspect, the methods comprise the addition of growth factors during the production phase. The methods sustain a high viability of the cultured cells, and can yield an increased end titer of protein product, and a high quality of protein product.

Abstract: Embodiments of the present invention disclose populating a database by conducting a training phase to analyze training security log streams. A server extracts the words contained within the training security log and replaces each of the extracted words with a symbol to form a symbol string and an n-gram scan is conducted on the symbol string to generate statistical data. Tokens are extracted from symbol string, where the tokens are words, phrase or alphanumeric sequence represented by a symbol within training security log stream. The symbol string is replaced with the words they represent to allow for the identification of the actual token phrases. A scan is conducted on the token phrase to acquire scan data on the identified token phrases. Once the tokens, position information, and scan data are known they are stored within the database to allow security log streams to be analyzed in real time.

Abstract: A method for reducing the net amount of carbon dioxide generated in the manufacture of concrete by pre-carbonating calcium rich cementitious materials prior to the addition of ordinary Portland cement is disclosed. Additionally, a composition of concrete is disclosed, which is manufactured by using a mixture of pre-carbonated cementitious materials and ordinary Portland cement.

Abstract: The present invention describes a method for producing an antibody in Pichia pastoris, such as by fed-batch fermentation. The method includes a respiratory quotient control for monitoring the ethanol profile and to improve the quality of the antibody by, for example, eliminating clipping of the heavy chain. The method may also include a strategy of increasing the ethanol concentration to about 18-22 g/L and then maintaining the ethanol level at about 5-17 g/L to stabilize the cell mass and enhance the production rate of the antibody. The method may also include the addition of about 2.0-5.0 g/L of hydroxyurea during the fermentation process to sustain a constant cell density and enhance the whole broth titer of the antibody.

Abstract: The present invention describes a method for producing an antibody in Pichia pastoris, such as by fed-batch fermentation. The method includes the addition of about 2.0-5.0 g/L of hydroxyurea during the fermentation process to sustain a constant cell density and enhance the whole broth titer of the antibody. The method may also include a strategy of increasing the ethanol concentration to about 18-22 g/L and then maintaining the ethanol level at about 5-17 g/L to stabilize the cell mass and enhance the production rate of the antibody. The method may further include a respiratory quotient control for monitoring the ethanol profile and to improve the quality of the antibody by, for example, eliminating clipping of the heavy chain.

Abstract: Systems and methods are provided for noise reduction. An input audio signal is received. A target gain corresponding to a target volume level is determined. One or more increments of gain change are determined to reach the target gain. A first non-zero amplitude in the input audio signal is detected. The first non-zero amplitude is not within a predetermined range of zero amplitude. Upon the detection of the first non-zero amplitude in the input audio signal, the one or more increments of gain change are applied at one or more zero-crossing points of the input audio signal. The input audio signal is within the predetermined range of zero amplitude at the one or more zero-crossing points. An output audio signal is generated.