baber/WOPTO huggingface dataset:
Patent AU-2020202542-B2 (AU)
Title: Transforming attributes for training automated modeling systems
Inventor: LITHERLAND TREVIS J
IPC: G06N3/08
Filed: 2020-04-15
Granted: 2021-11-04
Abstract: In some aspects, a machine-learning model, which can transform input attribute 
values into a predictive or analytical output value, can be trained with training data grouped 
into attributes. A subset of the attributes can be selected and transformed into a transformed 
attribute used for training the model. The transformation can involve grouping portions of 
the training data for the subset of attributes into respective multi-dimensional bins. Each 
dimension of a multi-dimensional bin can correspond to a respective selected attribute. The 
transformation can also involve computing interim predictive output values. Each interim 
predictive output value can be generated from a respective training data portion in a 
respective multi-dimensional bin. The transformation can also involve computing smoothed 
interim output values by applying a smoothing function to the interim predictive output 
values. The transformation can also involve outputting the smoothed interim output values as 
a dataset for the transformed attribute.
2/5 
200 
Identify a monotonicity constraint that is applied to an automated 
202 modeling algorithm 
Access training data that is grouped into attributes 
Select a first subset of the attributes and a second subset of the 
attributes having one or more attributes that violate the monotonicity 
206 constraint 
Transform the first and second subsets of the attributes into a first 
208 transformed attribute and a second transformed attribute, respectively 
Train the automated modeling algorithm with the first transformed 
210 attribute and the second transformed attribute 
FIG. 2 
300 
Group training data for a selected subset of attributes into respective 
302 multi-dimensional bins 
Compute interim predictive output values 
304 
Compute smoothed interim output values by applying a smoothing 
306 function to the interim predictive output values 
308-- Output the smoothed interim output values as a transformed attribute 
FIG. 3
Patent AU-2020250294-B2 (AU)
Title: Methods and compositions for the treatment of cellulosic biomass and products produced thereby
Inventor: D'AGOSTINO DENNIS
IPC: C12P19/00
Filed: 2020-10-09
Granted: 2022-07-14
Abstract: A two-step method for activating a cellulosic feedstock is described. The feedstock is subjected 
to a first high temperature activation step at a temperature greater than 190°C and a second 
activation step at a lower temperature under alkali conditions. Also described are methods and 
compositions for the enzymatic hydrolysis of activated cellulose using one or more cellulase 
enzymes, a surfactant and polyaspartic acid. Also described are products of the methods.
Patent AU-2020270417-B2 (AU)
Title: Clustering and dynamic re-clustering of similar textual documents
Inventor: JAYARAMAN BASKAR
IPC: G06F16/35
Filed: 2020-05-01
Granted: 2023-03-16
Abstract: A computer-implemented method includes obtaining a plurality of textual records divided into clusters and a residual set of the textual records, where a machine learning (ML) clustering model has divided the plurality of textual records into the clusters based on a similarity metric. The method also includes receiving, from a client device, a particular textual record representing a query and determining, by way of the ML clustering model and based on the similarity metric, that the particular textual record does not fit into any of the clusters. The method additionally includes, in response to determining that the particular textual record does not fit into any of the clusters, adding the particular textual record to the residual set of the textual records. The method can additionally include identifying, by way of the ML clustering model, that the residual set of the textual records contains a further cluster.
Patent AU-2021202019-B2 (AU)
Title: Inhibitors of glucocorticoid receptor
Inventor: SUN DAQING
IPC: C07J41/00
Filed: 2021-03-31
Granted: 2022-01-27
Abstract: The present invention relates generally to compositions and methods for treating cancer and 
hypercortisolism. Provided herein are substituted steroidal derivative compounds and 
pharmaceutical compositions comprising said compounds. The subject compounds and compositions 
are useful for inhibition of glucocorticoid receptors. Furthermore, the subject compounds and 
compositions are useful for the treatment of cancer and hypercortisolism.
Patent AU-2022200464-B2 (AU)
Title: Method for reducing power consumption of terminal, and terminal
Inventor: ZHAO JING
IPC: G06F1/32
Filed: 2022-01-25
Granted: 2023-06-29
Abstract: This application discloses a method for reducing power consumption of a terminal, and a 
terminal, and relates to the field of terminal technologies, to resolve a problem of relatively high 
power consumption of a terminal caused by a background application program. The method 
includes: when a background power consumption current of the terminal is greater than a preset 
value, controlling, by the terminal, a target application program, to reduce the background power 
consumption current, where the background power consumption current is a sum of power 
consumption current of all background application programs on the terminal. The target 
application program includes at least one or more of the following application programs: a 
background application program whose use frequency is lower than a preset frequency threshold, 
a background application program whose power consumption is greater than a preset power 
consumption threshold, and a background application program with abnormal power consumption.  
The method is applicable to a process of controlling a background application program.
Patent JP-4393662-B2 (JP)
IPC: G02F1/1337
Filed: 2000-03-17
Granted: 2010-01-06
Abstract: An electro-optical device typified by an active matrix type liquid crystal display device, is manufactured by cutting a rubbing process, and in addition, a reduction in the manufacturing cost and an improvement in the yield are realized by reducing the number of process steps to manufacture a TFT. By forming a pixel TFT portion having a reverse stagger type n-channel TFT, and a storage capacitor, by performing three photolithography steps using three photomasks, and in addition, by having a uniform cell gap by forming wall-like spacers by performing one photolithography step, without performing a rubbing process, a multi-domain perpendicular orientation type liquid crystal display device having a wide viewing angle display, and in which a switching direction of the liquid crystal molecules is controlled, can be realized.
Patent JP-4041270-B2 (JP)
IPC: B26D7/18
Filed: 2000-07-27
Granted: 2008-01-30
Abstract: Ejection tool for cutting wastes comprises a frame (2) made of two identical plates (10,12) separated by lateral and transversal bars (3,4). There are separating band (17) placed between the plate to maintain their shape. The plates are bored at regular intervals, with the holes (11) of each plate facing each other. Pins (30) are passing two facing holes.
Patent JP-4633906-B2 (JP)
IPC: G02F1/13363
Filed: 2000-10-03
Granted: 2011-02-16
Abstract: A transflective liquid crystal display providing a bright displayed image of high contrast in the transmission mode with less dependence on the viewing angle by combining a polarizer with an optically anisotropic element having a liquid crystal film in which a twisted nematic alignment stricture is secured to produce a circular polarizer and disposing the circular polarizer on the rear side of a transflector in the transflective liquid crystal display. <IMAGE>
Patent JP-4334141-B2 (JP)
IPC: C07K16/30
Filed: 1999-04-20
Granted: 2009-09-30
Abstract: The present invention provides a method for generating a host cell that produces a recombinant antibody with enhanced Fc-mediated cellular cytotoxicity, comprising: providing a host cell that is capable of expressing a recombinant antibody comprising an IgG Fc region containing N-linked oligosaccharides and genetically modifying the host cell to alter the glycosylation pattern of the antibody; wherein said recombinant antibody has an increased proportion of GlcNAc residues in the Fc region relative to the proportion of fucose residues and has increased Fc-mediated cellular cytotoxicity compared to the corresponding antibody produced by the same host cell that has not been genetically modified. The present invention also provides a method for producing a protein compound having enhanced Fc-mediated cellular cytotoxicity in a host cell. The present invention further provides a glycosylation engineered host cell that expresses a recombinant antibody comprising an IgG Fc region containing N-linked oligosaccharides, wherein said host cell has been genetically modified to regulate the expression of at least one nucleic acid encoding a glycoprotein modifying enzyme, and wherein said antibody has increased ADCC.
Patent JP-4629229-B2 (JP)
IPC: G01N30/88
Filed: 1999-09-24
Granted: 2011-02-09
Abstract: The present invention provides molecular weight markers for accurate determination of the molecular weight of glatiramer acetate and other copolymers. The present invention further provides a plurality of molecular weight markers for determining the molecular weight of glatiramer acetate and other copolymers which display linear relationships between molar ellipticity and molecular weight, and between retention time and the log of the molecular weight. The molecular weight markers also optimally demonstrate biological activity similar to glatiramer acetate or corresponding copolymers and can be used for treating or preventing various immune diseases.
Patent JP-4457283-B2 (JP)
IPC: G07F19/00
Filed: 1999-11-30
Granted: 2010-04-28
Abstract: A safe for valuable documents having a shell protection around the safe for impeding attempts to force an entry thereinto and processor unit actuated in response to damage to the shell protection to initiate a safe protection function. The safe contains a plurality of units for accommodating documents, at least one of which includes a portable safe deposit box that, when placed in the safe, can be electrically connected thereto. The safe deposit box has a protective shell and a destructive device designed to effect local destruction of documents contained in the box. The destructive device operates automatically in response to damage to the protective shell when the safe deposit box is removed from the safe and an attempt is made to force the box open. However, when the safe deposit box is placed in and electrically connected to the safe, the destructive device operates in response to actuation of the processor unit such that the protective function of the box is then subordinated to the safe protection function.
Patent JP-3606812-B2 (JP)
IPC: H04W76/02
Filed: 2000-04-12
Granted: 2005-01-05
Abstract: The invention provides a method for gated transmission of a dedicated control channel in a W-CDMA communication system, the method is characterized by comprising the steps of transmitting a gated transmission message for gated transmission of the dedicated control channel to a mobile station; and transmitting the dedicated control channel discontinuously to the mobile station, wherein the dedicated control channel includes 15 slots in one frame and each slot includes TPC information.
Patent JP-4430247-B2 (JP)
IPC: C07F7/18
Filed: 2000-04-07
Granted: 2010-03-10
Abstract: The invention provides a compound of the formula:   
wherein Y is an unsubstituted or substituted alkyl or arylalkyl group having 1 to 8 carbon atoms, as well as a process of preparing said compound.  The invention also provides a process of preparing the compound 3H,5H-pyrrolo[3,2-d]pyrimidin-4-one, comprising the step of reacting a compound of the formula (A) defined above with a reagent capable of delivering a formyl equivalent.  The invention also provides a process of preparing the compound 2-amino-3 H ,5 H -pyrrolo[3,2- d ]pyrimidin-4-one, comprising the step of reacting the compound 2-(N-dimethylaminomethylene)amino-6-(2-dimethylaminovinyl)-5-nitropyrimid-4-one with a reagent capable of reducing the nitro group, to produce the compound 2-amino-3 H ,5 H- pyrrolo[3,2- d ]pyrimidin-4-one.
Patent JP-3998428-B2 (JP)
IPC: H01G11/84
Filed: 2001-03-27
Granted: 2007-10-24
Abstract: PROBLEM TO BE SOLVED: To ensure good assembling workability and good productivity. SOLUTION: A long cell sheet base 10 is composed of polarizable electrodes 13, 14 laminated both sides of a separator 12, and collector electrodes 15, 16 laminated on the outer sides of the polarizable electrodes 13, 14. The sheet base 10 is alternately folded in different directions every specified length to form a laminate cell 17. One collector 20 is made to contact with the collector electrode 15 on the outer layer of each folded part 18 at one end of the laminate cell 17, and another collector 21 is made to contact with the collector electrode 16 on the outer layer of each folded part 18 at the other end of the cell 17, thus conductively connecting the electrodes to the collectors.
Patent JP-4822631-B2 (JP)
IPC: C08F10/00
Filed: 2001-08-23
Granted: 2011-11-24
Abstract: A tubular plastic parison is extruded in a blow molding plant or coextrusion blow molding plant. The parison is cut open at desired place to form a semifinished open-surface product. The product is thermoformed to produce two half-shells. The half-shells are then welded to give a hollow article. Independent claims are also included for: (a) hollow plastic article; (b) use of hollow plastic article
Patent JP-5000050-B2 (JP)
IPC: A61K31/409
Filed: 2001-08-31
Granted: 2012-08-15
Abstract: Anticancer agents which contain as the active ingredient heme oxygenase inhibitory metalloporphyrin derivatives which are conjugated with amphipathic or water-soluble polymers (in particular, Zn-protoporphyrin (ZnPP) conjugated with polyethylene glycol). Because of being conjugated to amphipathic or water-soluble polymers, such as polyethylene glycol, the active ingredient can be administered by intravenous injection and can exert a remarkable anticancer effect owing to tumor-selective delivery.
Patent JP-4320140-B2 (JP)
IPC: B01D69/10
Filed: 2001-12-12
Granted: 2009-08-26
Abstract: A method for casting-in-place composite and/or non-filled structures which are useful as sorptive or reactive media or for size-based separations. Any particular housing size or configuration can be used, and the inclusion of a large amount of adsorptive particles in polymer is achieved while still maintaining the membrane three dimensional structure. In a first preferred embodiment, the composite structures comprise particles entrapped within a porous polymeric substrate, and are cast in-place into a housing such as a pipette tip, thereby providing an effective platform for micromass handling. With the appropriate selection of particle chemistry, virtually any separation or purification operation can be conducted, including selective bind/elute chromatography operations, on sample mass loads less than 1 microgram in volumes of a few microliters, as well as larger mass loads and volumes. The present invention also encompasses the composite structures as well as sample preparation devices containing the same. In a second preferred embodiment, self-retaining, self-supporting structures are cast in situ in a suitable housing and can be used for size-based separations wherein the cast structure acts as a semi-permeable barrier. The present invention also encompasses these structures as well as housings containing these structures.
Patent JP-3669962-B2 (JP)
IPC: B23G1/16
Filed: 2002-01-29
Granted: 2005-07-13
Abstract: In a tapping unit according to the invention, the tap is held in a tap-carrier which is screwed into a pattern retained and fixed against rotation in a casing. The tap, the tap-carrier and the pattern form a subassembly mobile with limited amplitude in axial translation and radial displacement inside the casing, so that the tap can follow unwanted movements of the part being tapped.
Patent JP-3804542-B2 (JP)
IPC: G01R31/26
Filed: 2002-02-07
Granted: 2006-08-02
Abstract: Disclosed herein are an anisotropically conductive connector, by which positioning, and holding and fixing to a wafer to be inspected can be conducted with ease even when the wafer has a large area, and the pitch of electrodes to be inspected is small, and moreover good conductivity can be achieved as to all conductive parts, and insulating property between adjacent conductive parts can be achieved, a production process thereof, and a probe member. <??>The anisotropically conductive connector comprises a frame plate having a plurality of anisotropically conductive film-arranging holes formed corresponding to regions of electrodes to be inspected of a wafer, and a plurality of elastic anisotropically conductive films arranged in the respective anisotropically conductive film-arranging holes and supported by the inner peripheral edge thereabout. Each of the elastic anisotropically conductive films is composed of a functional part composed of a plurality of conductive parts arranged corresponding to the electrodes to be inspected, containing conductive particles exhibiting magnetism at a high density and extending in the thickness-wise direction of the film and insulating parts mutually insulating these conductive parts, and a supported part integrally formed at a peripheral edge of the functional part and fixed to the inner periphery about the anisotropically conductive film-arranging hole. The supported part contains the conductive particles exhibiting magnetism. <IMAGE>
Patent JP-4259812-B2 (JP)
IPC: B41J3/407
Filed: 2002-05-13
Granted: 2009-04-30
Abstract: An inkjet recording method uses a line-array inkjet head, sets different ink ejection frequencies for respective ink ejection holes desposed in array and ejects ink onto a plate-shaped recording medium at the different ink ejection frequencies from the ink ejection holes to perform recording.
Patent JP-4452017-B2 (JP)
IPC: C07D409/04
Filed: 2001-12-12
Granted: 2010-04-21
Abstract: Compounds of formula (I) where R<SUB>5</SUB>, R<SUB>6a</SUB>, each X, L, Cy and Lp are as defined in the specification, are tryptase inhibitors useful as antiinflammatory agents.
Patent JP-4276435-B2 (JP)
IPC: H04L7/00
Filed: 2002-03-11
Granted: 2009-06-10
Abstract: The invention relates to a synchronous clocked communication system, for example a distributed automation system, the stations of which can be arbitrary automation components and which are coupled to one another via a data network. Using the disclosed method for integrating decentralized input/output modules, these decentralized input/output modules can be linked into the synchronous clocked communication system in such a manner that they can use their characteristics unrestrictedly. Thus, in particular, the detection of input signals and the output of output signals is possible in a deterministic and synchronous manner in the decentralized input/output modules. In addition, the disclosed method enables input signals to be detected with an accuracy of less than the length of one communication cycle of the communication system and to support the switching of output signals in smaller time granularities than the length of one communication cycle which, in particular, finds use, e.g. for switching cams.
Patent JP-4559030-B2 (JP)
IPC: A61K39/395
Filed: 2002-05-10
Granted: 2010-10-06
Abstract: The invention relates to the use of a binding member which binds to LewisY and Lewisb haptens in the treatment of tumours and leukaemia. The binding member may be an antibody which binds to LewisY and Lewisb haptens and cancer cells and induces cells death.
Patent JP-4574948-B2 (JP)
IPC: A61F5/445
Filed: 2002-05-21
Granted: 2010-11-04
Abstract: A ring-shaped member having a proximal side having a convex face for use together with ostomy appliance which ring-shaped member is made from light and flexible material wherein the ring-shaped member is made from a) a solid thermoplastic elastomer such as a polyolefin elastomer in the form of a copolymer of ethylene and octene, or b) a foamed thermoplastic elastomer in the form of a moulded foam product or an integral foam combines low weight with flexibility and is, at the same time, sufficiently stiff to provide and hold the convex shape of an adhesive wafer of an ostomy appliance.
Patent JP-4567954-B2 (JP)
IPC: H01L33/48
Filed: 2003-07-31
Granted: 2010-10-27
Abstract: A semiconductor device of the present invention has a semiconductor element mounted on a surface of a support substrate, a case member for covering the surface of the support substrate to seal the semiconductor element, fine metal wires as connecting region for electrically connecting the semiconductor element and external terminals extending outside, and a frame member as a fixing component for mechanically fixing the semiconductor element to the support substrate by coming into contact with side surfaces of the semiconductor element.
Patent JP-4262042-B2 (JP)
IPC: H05G1/46
Filed: 2003-10-09
Granted: 2009-05-13
Abstract: A thermal generator assembly for optimizing quantities of heat dissipated from an X-ray tube (20) and a high-voltage generator (10) that supplies power to the X-ray tube (20), an X-ray imaging system, and an X-ray apparatus overheat preventing method. Temperatures of the X-ray tube (20) and high-voltage generator (10) to be attained during scanning are estimated (60). If the temperatures exceed permissible temperatures, an indication that scanning is disabled is displayed (68). If optimization is designated, a control parameter such as a tube current or a tube voltage is optimized using binary search so that the temperatures will fall below the permissible temperatures. The X-ray tube (20) or high-voltage generator (10) will not overheat but operate with a temperature retained at the permissible temperatures or lower. Deterioration of the X-ray tube (20) or high-voltage generator (10) can be prevented. Eventually, highly reliably scanning can be ensured.
Patent JP-4370907-B2 (JP)
IPC: F16C19/16
Filed: 2003-12-26
Granted: 2009-11-25
Abstract: <P>PROBLEM TO BE SOLVED: To provide a ball bearing capable of reducing rotational torque.  <P>SOLUTION: This ball bearing limits the quantity of lubricating oil flowing into the ball bearing 10 by narrowing clearances A, B through which the lubricating oil flows into the ball bearing 10, and reduces agitation resistance by reducing the quantity of lubricating oil staying inside the ball bearing.  <P>COPYRIGHT: (C)2005,JPO&NCIPI
Patent JP-5214839-B2 (JP)
IPC: A01N25/00
Filed: 2002-08-21
Granted: 2013-06-19
Abstract: The present invention relates to a method for thinning fruit by using the active substance metamitron and corresponding metamitron-containing fruit thinning formulations.
Patent JP-4101179-B2 (JP)
IPC: H04B1/713
Filed: 2002-01-03
Granted: 2008-06-18
Abstract: Method of and system for transmitting signals, e.g. control signals, request signals, interrogation signals etc. in a control system comprising at least two units, wherein at least one of said units is designed to operate as a master unit and wherein at least one of said units is designed to operate as a slave unit, whereby a plurality of channels may be used for the transmission, whereby a first unit performs the steps of detecting a vacant channel and transmitting a signal via said vacant channel, and whereby at least one other unit performs the step of scanning the channels for transmitted signals.
Patent JP-4091000-B2 (JP)
IPC: H04J/
Filed: 2003-03-04
Granted: 2008-05-28
Abstract: A method and system for fast channel changes of media that is provided by carriers over an xDSL connection to a hom. Each customer's subscriber information is stored at the DSLAM that supports the xDSL connection to the home. Also, each DSLAM supports multicast protocols so that only one instance of a channel is provided on the core network regardless of how many customers have requested access to the channel.