baber/WOPTO huggingface dataset:
Patent AU-2020103766-A4 (AU)
Title: Methodology for Optimizing the Performance of Data Learning Convergence with Minimal Computational Steps
Inventor: A JOTHI PRABHA
IPC: G06N20/10
Filed: 2020-11-29
Granted: 2021-03-25
Abstract: Methodology for Optimizing the Performance of Data Learning Convergence with 
Minimal Computational Steps 
Actually, unsupervised learning and deep learning have widely accepted for a better 
variety of information extraction during big data learning scenarios. And mostly big data streams 
get generated from multiple sources and comprises of the hidden and undisclosed patter of 
information attributes, which requires efficient data learning mechanisms to be implemented for 
a better scope of knowledge exploration. Since big-data includes largely unlabelled data, 
comprehensive invention efforts have been made to implement unsupervised learning modeling.  
However, in terms of sophistication and learning time, there is still a gap in the traditional 
analysis methodology, restricting the effectiveness of the big-data analytics environment. In this 
invention, a method for maximizing the convergence efficiency of data learning with limited 
computational steps is proposed to solve the problem of complexity and learning time. This 
invented method is useful for enhancing both processing performance and computational speed, 
and can outperform current unsupervised approaches with a wider breadth of applicability to 
futuristic applications of big data analytics.
Kernel-i Kernel-2 0 0 0 Kernel-n 
Data Sources 
Social Media 
Data 
KOCM Learning Approach 
(Unsupervised K-Means) 
Validation of 
Complexity and Machmne 
Generated Data Convergence 
Fast Learning 
- Learning from Approach 
I unlabelled data 
using kernel 
Transactional coefficients Optimization 
Data Modeling 
Fig. 1 KOCM: Block-oriented architectural system
Patent AU-2020103819-A4 (AU)
Title: Novel laboratory rabbit waterer
Inventor: LIAO YONGLAN
IPC: A01K1/035
Filed: 2020-12-01
Granted: 2021-02-11
Abstract: Disclosed is a novel laboratory rabbit waterer, including a water container, an outer 
cover, drinking spouts, a water trough, and a hook; the outer cover covers a water filling hole 
at the top of the water container, a plurality of drinking spouts are provided and installed at 
water outlets of the water container, and the water trough is located under the water container, 
and the hook is installed on a side wall of the water container; the water container has a 
cylindrical shape, and a partition plate is arranged inside the water container to form a water 
accommodating space at the upper end of the water container; the bottom end of the water 
container is provided with a bottom plate, and the bottom plate extends outward, and the edge 
of the bottom plate is provided with a vertical baffle, and the side wall of the water container, 
the bottom plate and the baffle form the water trough. The laboratory rabbit waterer provided 
in the application has a simple structure and is used conveniently. It can effectively prevent 
water resources from being wasted by drinking water through the drinking spouts; moreover, 
a water trough is provided to collect water droplets leaking from the side when rabbits drink 
water, which prevents the water droplets from splashing and keeps the rabbit cage dry, thus 
inhibiting the growth of bacteria in the rabbit cage, reducing the occurrence of rabbit diseases, 
and keeping rabbits healthy.
12 13 14 
Fig. 1
Patent AU-2021100711-A4 (AU)
Title: Method for simultaneous determination of phytoecdysone substances by hplc
Inventor: DUAN FANGMENG
IPC: G01N30/74
Filed: 2021-02-04
Granted: 2021-04-22
Abstract: The present application discloses a method for simultaneous 
determination of phytoecdysone substances by HPLC, including the steps of: 1.  
adopt a YMC250x4.6mm, S-5pm chromatographic column; 2. use 
methanol-water mobile phase for gradient elution; 3. the flow rate is 1.mL/min, 
the sample injection volume is 20pL, the column temperature is 380C; 4. the 
wavelength is 260nm, and the scanning wavelength is 200-600nm. The 
present application is easy to operate, rapid in separation, high in sensitivity, 
also has no need to replace the chromatographic column; and the results are 
stable and repeatable.
CYC 
Cs)m 
ton 
q Qw 
Fig.  
1/
Patent AU-2021102985-A4 (AU)
Title: Pharmaceutical composition for treating atherosclerosis
Inventor: YIN YALING
IPC: A61P9/10
Filed: 2021-05-31
Granted: 2021-07-15
Abstract: OF THE DISCLOSURE 
The present disclosure belongs to the technical field of medicine, and particularly relates to a 
pharmaceutical composition for treating atherosclerosis and use thereof. The pharmaceutical 
composition includes the following raw materials: asperuloside, nerol, and a-ionone. The 
pharmaceutical composition can effectively treat atherosclerosis and achieve evident efficacy, and is 
suitable for long-term administration to patients because of stable quality control.  
Fig.1 
Normal control group Model group Lovastatin group Composition group 
9
Patent AU-2021104818-A4 (AU)
Title: Desulfurization Method of Oxidized Coal by Electr-Fenton-iron Reduction Method
Inventor: YU QI
IPC: C10L9/02
Filed: 2021-08-02
Granted: 2021-09-30
Abstract: The invention relates to a method for desulfurization of oxidized coal by an electr-Fenton
iron reduction method, which comprises the following steps: adding a certain proportion of 
water into coal, and grinding the coal into coal water slurry with qualified granularity; fully 
mixing coal water slurry with FeSO4 solution, standing for 1-2 h, and mixing with hydrogen 
peroxide and acid liquor in a diaphragm-free electrolyzer to form Fenton reagent oxidation 
system; carrying out electrochemical reaction on Fenton reagent oxidation system to obtain 
desulfurized coal water slurry; the desulfurized coal water slurry is washed with water to 
neutrality, then filtered and dried to obtain desulfurized coal powder. The coal desulfurization 
method provided by the invention only needs to add a small amount of chemical reagents to 
treat high-sulfur pulverized coal, the desulfurization rate can reach 40%-50%, the energy 
consumption is low, and the treatment cost can be greatly reduced; Moreover, the device and 
the processing is simple, the automatic control is easy to realize and it is environment-friendly 
so it is suitable for large-scale industrialization.
Patent AU-2021105175-A4 (AU)
Title: Auxiliary planning auditing method for underground pipelines based on three-dimensional GIS technology
Inventor: YANG BOGANG
IPC: H04W4/38
Filed: 2021-08-09
Granted: 2021-10-07
Abstract: The present invention discloses an auxiliary planning auditing method for 
underground pipelines based on three-dimensional GIS technology, including: step Si: 
constructing three-dimensional scenes of overground and underground current 
situations; step S2: establishing a three-dimensional pipeline model design 
specification database according to the current national or industrial pipeline design 
specifications; step S3, establishing rules for generating three-dimensional models of 
planned and designed pipelines; step S4: performing three-dimensional automatic 
modeling on the planned and designed pipelines, and importing the same into a three
dimensional scene of current situations; and step S5: calculating index values of 
horizontal clear distances and vertical clear distances among the planned and designed 
pipelines, the current pipelines, overground buildings and road surfaces according to 
the three-dimensional pipeline model design specification database established in step 
S2, and judging whether the planned and designed pipelines meet the planning and 
design requirements. The present invention constructs a three-dimensional space 
working environment for pipeline auditing, can view the mutual relation between the 
designed pipelines and the current pipelines in a three-dimensional and intuitive 
manner, analyzes related indicators, and makes the pipeline planning auditing be more 
scientific.
1/1 
Start 
9 
Constructing three-dimensional scenes of 
overground and underground current situations 
4 
Establishing a three-dimensional pipeline model 
design specification database according to 
pipeline design specifications 
* 
Establishing rules for generating three
dimensional models of planned and designed 
pipelines 
Performing three-dimensional automatic 
modeling on the planned and designed 
pipelines, and importing the same into the 
three-dimensional scene of current situations 
Judging whether the planned and designed 
pipelines meet the planning and design 
requirements 
End 
Figure 1
Patent AU-2021105239-A4 (AU)
Title: Storage bags
Inventor: MILES SHANE
IPC: B60R9/06
Filed: 2021-08-10
Granted: 2021-10-07
Abstract: A storage bag assembly for external use comprising a harness 
component adapted to be mounted to the spare wheel or other 
suitable component of a vehicle and a bag component, the harness 
component and the bag component having complementary connection 
means for connecting the bag component to the harness component, 
the connection means being arranged such that the harness 
component can be mounted to the spare wheel (or other vehicle 
component) and subsequently the bag component can be connected 
to the harness for travel and removed from the harness after 
travel.
1/10 
22f 13 
10 
|----== 
22a 
111 
12 ---G--.  
FIG. 1
Patent AU-2021106789-A4 (AU)
Title: A money transfer methodology using coloured input plate and body heat fluctuation.
Inventor: SURYAWANSHI SACHIN RAJENDRA
IPC: G06Q20/08
Filed: 2021-08-24
Granted: 2021-12-02
Abstract: : 
A money transfer methodology using colored input plate and body heat fluctuation 
This invention describes a method of money transfer using the body heat fluctuation 
caused using colour coding on a plate representing digital number is used for transaction 
of money by being connected to body heat sensing device capable to identify the change 
in heat based on the color being touched on the plate an deciphering it to the virtual bank 
liked to the system for receiving the command and to make the necessary transaction of 
the money using a ciphered color embossed plate with the bank account details of the 
individual with a digit embossed digit keys to enter password, a heat sensing device to 
identify the heat fluctuation in the human body based on the color which is being touched 
and an analysis and computing mechanism that deciphers the color detected into the digits 
which is provided to the virtual wallet system designed to manage the money transaction.  
SIGNATORY 
Dr Sachin Rajendra Suryawanshi
Sheet 1 of 2 
APPLICANT 
Dr Sachin Rajendra Suryawanshi 
+-
__ 2 
A/C No.  
02 
*009 
FIGURE - 1: COLORED INPUT PLATE 
Signatory 
Dr Sachin Rajendra Suryawanshi
Patent AU-2021107245-A4 (AU)
Title: A Room and Area Visualisation System
Inventor: HICKEY JAMES
IPC: G06F3/14
Filed: 2021-08-25
Granted: 2021-12-09
Abstract: An area visualisation system, the system comprising: a shaped studio; a matrix of edge blended 
overlapping projectors mounted in a manner that the projectors are capable of projecting an image 
onto the shaped studio; a controller computer comprising: a user interface; and a video output 
operably coupled to the matrix of projectors for controlling the video displayed from such, wherein, 
in use: the controller computer is configured for: receiving area and object representative data; 
segmenting the area and object representation data into a plurality of display segments; outputting 
the plurality of display segments to respective projectors to display an area representation on the 
shaped studio, and wherein the controller computer is configured to receiving scale adjustment 
commands via a scale adjustment control interface to adjust the scale of the segments to display an 
area and object representation on the shaped studio to a real world scale.
2/2 
1 
23c 
23(a) 
25 
26 21 
23b 
24 
28 27 
23d 
FIG.2
Patent AU-2021107313-A4 (AU)
Title: An ice machine metering device
Inventor: DEBRUYN ADRIAN
IPC: A23G9/28
Filed: 2021-08-25
Granted: 2021-12-16
Abstract: An ice machine metering device having an inlet for introducing a liquid, a 
siphon inlet for introducing an additive, an outlet for discharging the liquid and the 
5 additive into an ice machine, and an adjustment means to adjust an amount of 
additive added to the liquid prior to the liquid and additive being discharged from the 
outlet.
00 
00 
C,4o 
NC 
CoN 
NC 
0.
Patent WO-2010130632-A4 (WO)
Title: Gant et écran tactile utilisés pour lire des informations par toucher
Inventor: TOUBIANA VINCENT
IPC: G09B21/00
Filed: 2010-05-06
Abstract: L'invention porte sur un gant (G1) qui est utilisé pour lire des informations par toucher, à chaque fois qu'un doigt (1) de ce gant touche un écran (E1) comprenant au moins une zone (31, 32, 33) émettant un champ électrique continu. Ce gant comprend au moins un doigt (1) comprenant : une paroi interne diélectrique, flexible (24) capable de recevoir un doigt de l'utilisateur (28), une paroi externe (23) qui est flexible et diélectrique, un liquide (25) contenu dans au moins un espace entre ces deux parois, et des microparticules (6, 7) placées à l'intérieur de ce liquide, lesdites microparticules étant électriquement chargées avec la même polarité, et étant capables de se déplacer dans ce liquide sous l'action d'un champ électrique.
Patent WO-2012080727-A4 (WO)
Title: Inhibiteurs de caséine kinase 1 delta (ck1delta)
Inventor: SHERIDAN JOSEPH M
IPC: A61K31/437
Filed: 2011-12-14
Abstract: L'invention concerne des compositions pharmaceutiques comprenant de la caséine kinase 1 delta (CK1δ) et l'utilisation desdits inhibiteurs dans le traitement de troubles neurodégénératifs tels que la maladie d'Alzheimer.
Patent WO-2011037272-A4 (WO)
Title: Method for fillet arc welding high-strength thin steel sheets
Inventor: KASUYA TADASHI
IPC: B23K9/16
Filed: 2010-09-24
Abstract: Disclosed is a method for fillet arc welding high-strength thin steel sheets, which yields a good weld toe shape and which can improve the fatigue properties of welded joints, even at welding speeds of 110 cm/min - 150 cm/min. When fillet arc welding a high-strength thin steel sheet with a tensile strength of 700 MPa or more is carried out using a gas shield at a welding speeds of 110 cm/min - 150 cm/min and the steel sheet is configured so as to contain 0.02-0.15% of C, 0.2-1.8% of Si, and 0.5-2.5% of Mn, and so that if the Si content (% by mass) of the steel sheet is represented by Si (steel sheet) and the Si content (% by mass) of the welding wire used for the fillet arc welding is represented by Si (wire), then the formula {Si (steel sheet) + 0.1×Si (wire)} ≥ 0.32 is satisfied.
Patent WO-2014031813-A4 (WO)
Title: Semiconductor device with electrical overstress (eos) protection
Inventor: RITENOUR ANDREW P
IPC: H01C7/12
Filed: 2013-08-22
Abstract: A semiconductor device with electrical overstress (EOS) protection is disclosed. The semiconductor device includes a semi-insulating layer, a first contact disposed onto the semi-insulating layer, and a second contact disposed onto the semi-insulating layer. A passivation layer is disposed onto the semi-insulating layer. The passivation layer has a dielectric strength that is greater than that of the semi-insulating layer to ensure that a voltage breakdown occurs within the semi-insulating layer within a semi-insulating region between the first contact and the second contact before a voltage breakdown can occur in the passivation layer.
Patent WO-2019005258-A4 (WO)
Title: Capteur de vitesse de vent doté de la technologie lidar en mode cw destiné à être utilisé sur un véhicule stratosphérique
Inventor: SCHAFFNER JAMES H
IPC: G01S17/58
Filed: 2018-04-06
Abstract: La présente invention concerne un système de capteur de vitesse de l'air LIDAR (détection et estimation de la distance par la lumière) à ondes continues (CW) comprenant une première structure d'émission de lumière conçue pour envoyer une lumière de signal dans une première direction dans l'espace; une seconde structure d'émission de lumière conçue pour produire une lumière d'oscillateur local ayant une longueur d'onde différente de la longueur d'onde de la lumière de signal selon une longueur d'onde prédéterminée; un récepteur conçu pour recevoir la lumière depuis ladite première direction dans l'espace; et un premier mélangeur optique pour mélanger la lumière reçue avec ladite lumière d'oscillateur local.
Patent CH-650717-A5 (CH)
Title: Finishing machining method and device for implementing it
Inventor: BULA BERNARD
IPC: B24B47/10
Filed: 1983-02-04
Abstract: The device comprises a conventional rotary machining member mounted on a saddle (1) guided by a slide rail (2). The slide rail (2) is secured to a second saddle (5) guided by a second slide rail (6). The directions of sliding of the two saddles are perpendicular. Using a mechanism of connecting rods and wheels rotationally driven by a motor, the saddles (1, 5) move simultaneously in their respective sliding direction, which has the effect of moving the rotary machining member along a trajectory having the shape of a closed curve. <IMAGE>
Patent CH-690989-A5 (CH)
Title: Forming container perform made from at least materials using same injector to supply each material successively
Inventor: THULIEZ JEAN-LUC
IPC: B29C45/16
Filed: 1996-03-29
Abstract: Forming a perform from at least two materials by using a single injector to introduce them successively into a mould so the first material contacts the mould surface, then the second material contacts the first material and then the injector is closed. The injector has separate conduits for each material and a member sliding in a central bore. The member has successive positions for admitting the first material, second material and closing the injector. Independent claims are included for the following: (a) Apparatus for performing the above method. (b) A perform produced by the above method. Preferred Features: The front end of the member is concave and, when the injector is closed, it shapes the end of the perform. The amount of both materials supplied by the injector compensates for their cooling during the injection process.
Patent CH-680732-A5 (CH)
Title: N,N-methylene-5,6,7,8-tetra:hydro-folic acid salt (I)
Inventor: MARAZZA FABRIZIO
IPC: C07D487/14
Filed: 1990-04-12
Abstract: Salts of formula Ia and Ib, which can be in the form of a (6RS) diastereoisomer isomer mixt. or individual (6R) or (6S) diastereoisomers, are new, where R is a polyvalent (in)organic cation. R1 and R2 are each monovalent (in)organic cations.  A is a gp. of formula (II). inorganic cations are pref. Li(+), Na(+), K(+), Ca(+2) or Mg(+2). Organic cations are pref.  (tri)ethanolamine, 2-dimethylaminoethanol, tert. butylamine or a basic aminocarboxylic acid such as lysine or arginine (L-isomers are pref.).
Patent CH-658938-A5 (CH)
Title: Socket insert for incandescent lamps
Inventor: WOHLFAHRT ULRICH
IPC: H01R33/22
Filed: 1983-03-12
Abstract: In the case of a socket insert (1) for incandescent lamps, said insert is produced in the form of a sleeve and consists of electrically conductive material. In order to ensure a firm contact with the incandescent-lamp threaded body (3), at least one opening, into which a rivet (2) is inserted, is fitted in the sleeve-shaped casing (1). This rivet (2) is fixed by a spring strip (4). The positive power supply (6) and the negative electrical terminal (7) are fitted on the base (6) of the sleeve-shaped socket insert. The entirety is sealed to the exterior by an insulating socket casing (10). <IMAGE>
Patent CH-692730-A5 (CH)
Title: Enfolding or spine gluing device for book block
Inventor: RATHERT HORST
IPC: B42C9/00
Filed: 1996-06-25
Abstract: The enfolding or spine gluing device is part of a bookbinding machine. The material for enfolding or spine gluing is unrolled from a supply roll longitudinally by feed devices. The feed device (9,14,15,18) can supply the material from a longitudinal roll or a transverse roll as required.  The feed device has printing rolls (4,5) and a cutting device (10) to produce strips of the enfolding and spine-gluing materials from the longitudinal roll, and similar devices to do the same from the transverse roll.
Patent CH-668682-A5 (CH)
Title: Ski boot with buckle adjustable in height - has front flap closed by buckle with ring fixable to leg at different heights by screw
Inventor: MARXER HERBERT
IPC: A43C11/14
Filed: 1986-06-06
Abstract: The ski boot has a rigid shell (1) on which the leg (3) is articulated.  It is closed by a flap (6) at the front which is fastened by a buckle (9), joined to the flap, with several hooks on its inner surface which hook on to a ring (7).  This is joined to the lateral back part of the leg. The ring is articulated on a support (8) that is fixed to a metal plate (11) by a screw (10).  This can be screwed into one of several holes (12, 13) in the plate so that it can be fixed at different heights. USE/ADVANTAGE - The ski boot can be adapted to fit different shapes of ankle and calf.
Patent CH-662483-A5 (CH)
Title: Footwear
Inventor: KUENZLI KURT
IPC: A43B7/20
Filed: 1984-07-06
Abstract: The invention relates to footwear with reinforcements provided in the shoe shaft in the region of the ankle bone. On each side of the shoe shaft, on the outer surface of the shoe (1), two pockets (4, 5) are provided, which have an elongate shape and on the upper side are open or closable with a flap (6). These pockets (4, 5) receive support members (7, 8) which are flexurally rigid to a greater or lesser extent and which are of elongate/flat design. By means of optionally equipping one or both pockets (4, 5) with support members (7, 8) or by equipping with members of different flexural rigidity, the shoe can be adapted by the user himself to different requirements with regard to shaft rigidity. <IMAGE>
Patent CH-684023-A5 (CH)
Title: Scouring gas temperature measured in heated drying cabinet or in gas outflow passage
Inventor: ETTER HERMANN
IPC: F26B3/04
Filed: 1992-12-02
Abstract: A substance is dried within a heated drying cabinet. The novelty is that a defined, constant flow of scouring gas is fed to the cabinet, and warmed moisture-laden gas is drawn from the cabinet; further that the gas temperature is measured in the cabinet or in the gas outflow, and that the main drying process is ended when the time gradient of the temperature measured drops below a predetermined minimum.
Patent CH-677022-A5 (CH)
Title: Wall for room heating - consists of communicating hollow prefabricated elements
Inventor: SPRING KARL
IPC: F24D5/10
Filed: 1988-11-21
Abstract: The wall is connected to a feed pipe (37) and a return pipe (33) for a fluid, e.g. air, and feed and return are connected by channels in the wall (1). The wall consists of prefabricated hollow elements (3, 5, 7, 9, 11). Some of these are formed, so that all hollow spaces communicate. This permits the fluid to be distributed flat, in vertical and horizontal direction. The air is introduced at the bottom into a feed channel (35), rises, and then falls, cooling, where it is collected by a lower frame section (29). ADVANTAGE - Simple, even wall temperature.
Patent CH-660287-A5 (CH)
Title: Strap for a wrist watch
Inventor: COLANI LUTZ
IPC: A44C5/00
Filed: 1983-08-31
Abstract: The strap region intended for engaging around the outer small finger side of the wrist has an opening (5) which is dimensioned such that, with the strap (1) bearing against the wrist, the region of the outer wrist bone, the so-called pisiform, is encircled and lies freely within this opening (5), which may be drop-shaped or even oval. In the case of a two-part strap, the opening may be a cutout, delimited by two strap sides (7, 8), which is open in the direction of the strap end intended for fastening to the strap connection of the watch housing (G). In this manner, the strap with the watch fastened thereon can be worn far down the wrist, near to the back of the hand, and, in addition, the watch housing can be oriented obliquely to the plane of the back of the hand, this being ergonomically favourable and facilitating checking the time. <IMAGE>