Abstract: The present invention comprises novel methods of continuously monitoring the performance of an atmospheric pressure ionization (API) system. The methods of the invention allow for improved quality monitoring of the processes that leads to the formation of ions at atmospheric pressure. The methods of the invention further allow for continuously monitoring for the quality of the ion formation process in API without the addition of extraneous material (such as labelled compounds or control known compounds) to the system being monitored.

Abstract: Systems, methods, and apparatuses are presented for a novel natural language tokenizer and tagger. In some embodiments, a method for tokenizing text for natural language processing comprises: generating from a pool of documents, a set of statistical models comprising one or more entries each indicating a likelihood of appearance of a character/letter sequence in the pool of documents; receiving a set of rules comprising rules that identify character/letter sequences as valid tokens; transforming one or more entries in the statistical models into new rules that are added to the set of rules when the entries indicate a high likelihood; receiving a document to be processed; dividing the document to be processed into tokens based on the set of statistical models and the set of rules, wherein the statistical models are applied where the rules fail to unambiguously tokenize the document; and outputting the divided tokens for natural language processing.

Abstract: The present disclosure is directed towards systems and methods for using a software as a service (“SaaS”) product. The systems and methods request, in response to receiving a request to purchase a software as a service product, a user identifier. Additionally, in response to receiving the user identifier, the systems and methods enable a completed purchase of the SaaS product with a provisional account associated with the user identifier. Furthermore, the systems and methods prevent use of the software as a service product through the provisional account and, in response to a completed purchase of the software as a service product, request a creation of a user credential. Upon receiving the user credential, the systems and methods convert the provisional account into a permanent account associated with the user identifier and user credential and enable use of the SaaS product through the permanent account.

Abstract: A method of forming an elastic labeling band. The method includes covering a central portion of a web of tag material with a release agent, advancing the web of tag material longitudinally and disposing a layer of molten elastomer over the advancing web of tag material, including over the release agent on the central portion thereof. The layer of molten elastomer is disposed over the web of tag material so that the elastomer bonds only to those portions of the web not covered with the release agent. The method includes curing the elastomer to define, with the web bonded thereto, an advancing web assembly, and separating a longitudinal segment from the web assembly to define an elastic labeling band.

Abstract: The present disclosure is directed towards systems and methods for using a software as a service (“SaaS”) product. The systems and methods request, in response to receiving a request to purchase a software as a service product, a user identifier. Additionally, in response to receiving the user identifier, the systems and methods enable a completed purchase of the SaaS product with a provisional account associated with the user identifier. Furthermore, the systems and methods prevent use of the software as a service product through the provisional account and, in response to a completed purchase of the software as a service product, request a creation of a user credential. Upon receiving the user credential, the systems and methods convert the provisional account into a permanent account associated with the user identifier and user credential and enable use of the SaaS product through the permanent account.

Abstract: A battery pack includes an array frame having a fastener housing, a mounting insert positioned within the fastener housing, and a column bolt extending through the mounting insert. The mounting insert may be secured to a battery pack enclosure structure using one or more fasteners.

Abstract: An electronic device includes a trigonal crystal substrate defining a (0001) C-plane. The substrate may comprise Sapphire or other suitable material. A plurality of rhombohedrally aligned SiGe (111)-oriented crystals are disposed on the (0001) C-plane of the crystal substrate. A first region of material is disposed on the rhombohedrally aligned SiGe layer. The first region comprises an intrinsic or doped Si, Ge, or SiGe layer. The first region can be layered between two secondary regions comprising n+doped SiGe or n+doped Ge, whereby the first region collects electrons from the two secondary regions.

Abstract: Systems, methods, and devices of the various embodiments provide pyroelectric sandwich thermal energy harvesters. In the various embodiment pyroelectric sandwich thermal energy harvesters, generated electrical energy may be stored in a super-capacitor/battery as soon as it is generated. The various embodiment pyroelectric sandwich thermal energy harvesters may harvest electrical energy from any environment where temperature variations occur. The various embodiment pyroelectric sandwich thermal energy harvesters may be power sources for space equipment and vehicles in space and/or on earth, as well as the for wireless sensor networks, such as health monitoring systems of oil pipes, aircraft, bridges, and buildings.

Abstract: A calling device may obtain a first calling security parameter by registering with a network and obtain a second calling security parameter in response to causing an application authentication architecture of the network to verify that that the calling device is authorized to access a network service corresponding to a communication application stored by the calling device. The calling device may communicate the first and second calling security parameters to a called device and receive first and second called security parameters from the called device in response to communicating the first and second calling security parameters. The calling device may generate a security key based on the first calling security parameter, the second calling security parameter, first called security parameter, and the second called security parameter, and use the security key to encrypt or decrypt communication between the calling device and the called device.

Abstract: Methods are presented for generating a natural language model. The method may comprise: ingesting training data representative of documents to be analyzed by the natural language model, generating a hierarchical data structure comprising at least two topical nodes within which the training data is to be subdivided into by the natural language model, selecting a plurality of documents among the training data to be annotated, generating an annotation prompt for each document configured to elicit an annotation about said document indicating which node among the at least two topical nodes said document is to be classified into, receiving the annotation based on the annotation prompt; and generating the natural language model using an adaptive machine learning process configured to determine patterns among the annotations for how the documents in the training data are to be subdivided according to the at least two topical nodes of the hierarchical data structure.

Abstract: The present disclosure is directed towards systems and methods for using a software as a service (“SaaS”) product. The systems and methods request, in response to receiving a request to purchase a software as a service product, a user identifier. Additionally, in response to receiving the user identifier, the systems and methods enable a completed purchase of the SaaS product with a provisional account associated with the user identifier. Furthermore, the systems and methods prevent use of the software as a service product through the provisional account and, in response to a completed purchase of the software as a service product, request a creation of a user credential. Upon receiving the user credential, the systems and methods convert the provisional account into a permanent account associated with the user identifier and user credential and enable use of the SaaS product through the permanent account.

Abstract: A device may be provided for preventing fatal bathroom accidents relating to falls. Such a shower fall prevention device may be attached to a fixing point on a ceiling of a shower and may have two arm pit hooks pivotably connected to the fixing point. It may further comprise a rod connected between the fixing point and a bar, where arm pit hooks may be connected on right and left ends of the bar. The device may further comprise a strong rubber band or an extendable and retractable belt, connected between the fixing point and the rod. The device may further comprise a handle next to the rod and connected to the bar via an extension of a free end of one of the arm pit hooks, and may further comprise a cushion formed on an extension of a free end of one of the arm pit hooks.

Abstract: Techniques for Chinese name matching are described. A Chinese name is received and is romanized into a Mandarin Pinyin representation. The Mandarin Pinyin representation of the Chinese name is matched against a set of Romanized Chinese names originating from several different Chinese character names. In response to finding a potential match between the Mandarin Pinyin representation and Romanized Chinese name, the original Chinese script for the Romanized Chinese name is retrieved. A native script comparison is applied between the received Chinese name and the original Chinese script for the Romanized Chinese name to obtain a match score. The native script comparison includes character-by-character comparison, character variant look-up, and/or consideration of name component misalignments. The obtained match score is used as a filter to reduce false positives that are generated in the matching of the Mandarin Pinyin representation against the set of Romanized Chinese names.

Abstract: Techniques for Chinese name matching are described. A Chinese name is received and is romanized into a Mandarin Pinyin representation. The Mandarin Pinyin representation of the Chinese name is matched against a set of Romanized Chinese names originating from several different Chinese character names. In response to finding a potential match between the Mandarin Pinyin representation and Romanized Chinese name, the original Chinese script for the Romanized Chinese name is retrieved. A native script comparison is applied between the received Chinese name and the original Chinese script for the Romanized Chinese name to obtain a match score. The native script comparison includes character-by-character comparison, character variant look-up, and/or consideration of name component misalignments. The obtained match score is used as a filter to reduce false positives that are generated in the matching of the Mandarin Pinyin representation against the set of Romanized Chinese names.

Abstract: A linear series of connected unitary sheet-like merchandise labeling articles, each of which comprises a labeling tag flatly cojoined along a unifying flat bond zone with a flexible elastic layer that extends away from the tag and includes an elastic fastening loop. Adjacent labeling articles of the series are ruptureably connected in a manner permitting the series to be handled as a unit while at the same time permitting ruptureable separation of individual merchandise labeling articles from the series. In one embodiment, the linear series is wound into roll form.

Abstract: Methods, apparatuses, and systems are presented for generating natural language models using a novel system architecture for feature extraction. A method for extracting features for natural language processing comprises: accessing one or more tokens generated from a document to be processed; receiving one or more feature types defined by user; receiving selection of one or more feature types from a plurality of system-defined and user-defined feature types, wherein each feature type comprises one or more rules for generating features; receiving one or more parameters for the selected feature types, wherein the one or more rules for generating features are defined at least in part by the parameters; generating features associated with the document to be processed based on the selected feature types and the received parameters; and outputting the generated features in a format common among all feature types.

Abstract: Systems, methods, and apparatuses are presented for a trained language model to be stored in an efficient manner such that the trained language model may be utilized in virtually any computing device to conduct natural language processing. Unlike other natural language processing engines that may be computationally intensive to the point of being capable of running only on high performance machines, the organization of the natural language models according to the present disclosures allows for natural language processing to be performed even on smaller devices, such as mobile devices.

Abstract: Systems, methods, and apparatuses are presented for a novel natural language tokenizer and tagger. In some embodiments, a method for tokenizing text for natural language processing comprises: generating from a pool of documents, a set of statistical models comprising one or more entries each indicating a likelihood of appearance of a character/letter sequence in the pool of documents; receiving a set of rules comprising rules that identify character/letter sequences as valid tokens; transforming one or more entries in the statistical models into new rules that are added to the set of rules when the entries indicate a high likelihood; receiving a document to be processed; dividing the document to be processed into tokens based on the set of statistical models and the set of rules, wherein the statistical models are applied where the rules fail to unambiguously tokenize the document; and outputting the divided tokens for natural language processing.

Abstract: An outboard motor has an internal combustion engine and a sump with an interior for holding oil for the internal combustion engine. The interior is defined by a top, a bottom, and sidewalls that extend from the top to the bottom. At least a portion of the sidewalls tapers radially inwardly towards the bottom. An oil pickup conduit extends into the interior and is configured to convey oil from the sump to the internal combustion engine. A bumper is disposed on the oil pickup conduit and separates the oil pickup conduit from the sidewall.

Abstract: Systems, methods, and apparatuses are presented for a novel natural language tokenizer and tagger. In some embodiments, a method for tokenizing text for natural language processing comprises: generating from a pool of documents, a set of statistical models comprising one or more entries each indicating a likelihood of appearance of a character/letter sequence in the pool of documents; receiving a set of rules comprising rules that identify character/letter sequences as valid tokens; transforming one or more entries in the statistical models into new rules that are added to the set of rules when the entries indicate a high likelihood; receiving a document to be processed; dividing the document to be processed into tokens based on the set of statistical models and the set of rules, wherein the statistical models are applied where the rules fail to unambiguously tokenize the document; and outputting the divided tokens for natural language processing.