baber/WOPTO huggingface dataset:
Patent AU-2021102183-A4 (AU)
Title: Automated neural network generation using fitness estimation
Inventor: PERUMAL MADHUMATHY
IPC: G06N20/00
Filed: 2021-04-25
Granted: 2021-06-17
Abstract: AUTOMATED NEURAL NETWORK 
GENERATION USING FITNESS 
ESTIMATION 
ABSTRACT 
The presented model allows obtaining a neural network by manipulating a particular data set. In 
order to automate the model a data-agnostic neuroevolutionary process which uses processes 
built on natural evolutionary procedures is utilized. Fitness evaluation can be made use of to 
judge if a particular neural network is accurate and reliable enough to take part in evolutionary 
process. This evaluation is performed by using test data as input into a neural network and the 
output is correlated with the expected data. The difference obtained as a result of correlation is 
the error value. Hence a neural network can be determined if it is fit enough by studying multiple 
input values and corresponding error values and hence finally computing a statistical value. The 
methodology discussed here aim to reduce the load on the computers by making use of a neural 
network and a trained fitness estimator to evaluate the fitness of the neural network. In certain 
applications, the relative fitness estimator obtains input data from the neural network to provide 
the estimated relative fitness wherein the error values are omitted. In a certain other application 
random values are inserted by neuroevolutionary process to expand the functioning of a neural 
network and finalize on the satisfactory neural network for the given input values. As it is a 
tedious task to map the neural networks to the input layer of the relative fitness estimator, the 
methodology presented utilizes a grammar to obtain matrix representation of neural networks 
comprising of rows and columns, where the rows depict the several layers of the neural networks 
and columns depict hyper parameter (number of nodes present in the layers, an activation 
function of nodes). Each coinciding value of row and column has encoded data of hyper 
parameters of the one or more layer represented by the particular row. As an illustration, if a 
column has a value (1) it indicates that the layer has structural features while on the other hand, a 
(0) value indicates that the layers corresponding to that column do not have structural features.  
I P a g e
AUTOMATED NEURAL NETWORK GENERATION 
USING FITNESS ESTIMATION 
DRAWINGS: 
Mat rix rep resentat io n of 
neural networks 
Trained to Relative Fitness 
provide Estimator 
estimate 
of fitness 
data 
Predicted Data 
New set of neural 
networks 
Decision maker to 
classify if a neural 
network is a 
candidate.  
Figure 1. Automated neural network generation using fitness estimation.  
1 Page
Patent AU-2021102800-A4 (AU)
Title: A stringline block
Inventor: PLUMMER SIMON
IPC: E04G21/18
Filed: 2021-05-24
Granted: 2021-07-22
Abstract: A stringline block, including a first wall with at least one first guide, a second 
wall with at least one second guide, wherein the second wall is parallel to the first 
5 wall, and a third wall with at least one third guide, wherein the third wall is located 
between the first wall and the second wall, and wherein the third wall is 
perpendicular to the first wall and the second wall, wherein in use, the stringline 
block is attachable to a column, and the at least one first guide, the at least one 
second guide and the at least one third guide are adapted to be attached to a 
10 stringline.
1/12 
40 
59 
46 58 
72 54 62 
44 
56 
70 48 
64 
60 
56 
76 52 
5678 52 
42 50 48 
Figure 1
Patent AU-2021102907-A4 (AU)
Title: Motorized adjustable and transportable kitchen slab
Inventor: SHARMA PUSHPENDRA KUMAR
IPC: A47B77/00
Filed: 2021-05-27
Granted: 2021-07-15
Abstract: MOTORIZED ADJUSTABLE AND TRANSPORTABLE KITCHEN SLAB 
The present invention relates to a system of motorized adjustable and transportable 
kitchen slab which consists of kitchen platform (1), legs / frame (2), rack (3) and pinion 
(4), pulley/sprocket (5), shaft (6), gear (7) attached with motor, and belt/chain (8). In 
the present disclosure, kitchen slab is mounted over atrolley where its platform can be 
adjusted up or down by 300 mm. Here, the rack (3) moves from L (lower) position 
towards H (higher) position which is the maximum height attained by the platform (1) 
on rotation of pinion (4).  
6
Applicant: Lovely Professional University Sheet No: 1/2 
2 
Figure 1 
7
Patent AU-2021103262-A4 (AU)
Title: Method for constructing rapid prediction model for earthquake casualties
Inventor: ZHANG YONGZHONG
IPC: G01V1/00
Filed: 2021-06-10
Granted: 2021-07-29
Abstract: The present invention provides a method for constructing a rapid prediction 
model for earthquake casualties and relates to the technical field of prediction of 
earthquake casualties. The method for constructing the rapid prediction model for 
earthquake casualties includes the following steps: Sl, constructing theoretical 
models for a wounded flow after an urban strong earthquake; S2, constructing a 
database platform frame of casualty features and injury features; and S3, constructing 
a strong earthquake casualty situation model. The present invention provides the 
method for constructing the rapid prediction model for earthquake casualties. The 
method may construct the rapid casualty prediction model for casualties by analyzing 
and deducing earthquake casualty situations under different situation combinations, 
and construct casualty situations in different urban functional areas, thereby 
providing scientific decision support for lowering a strong earthquake fatality rate 
and a disability rate to the utmost extent and providing an analysis platform and a 
scientific basis for optimal configuration of search and rescue resources.
Patent AU-2021104153-A4 (AU)
Title: Method for Minimizing the Harmful Radiation and Energy Consumption through Network Selection Scheme for Wireless Networks
Inventor: RAMU VELISHALA
IPC: H04W36/36
Filed: 2021-07-14
Granted: 2021-09-09
Abstract: Method for Minimizing the Harmful Radiation and Energy Consumption 
through Network Selection Scheme for Wireless Networks 
People nowadays utilise mobile devices for a variety of functions, including voice calls, 
video calls, text messages, multimedia messages, E-Mail, online shopping, online ticket 
reservations, online banking, webinars, and so on. To use those services, the mobile device must 
first establish a connection with one of the local base stations. These base stations may provide 
services using multiple network standards, resulting in differences in bandwidth (data speed), 
signal frequency, signal encoding system, packet latency, transmitting power, energy 
consumption, and cost for each base station. The signal intensity will also alter depending on the 
distance between the mobile and the base station. The mobile devices will expend less energy to 
reach a nearby base station and more energy to reach a base station that is far away from the 
mobile device.  
When a mobile device moves from one location to another, connectivity between the base 
station may be lost due to poor signal strength, and the mobile device must search for an 
available base station that is close enough to the mobile device in order to continue receiving 
services without interruption. The mobile device may detect multiple base stations during the 
search process, and in this case, the mobile device must choose one of the available base stations 
based on parameters such as signal strength, bandwidth, packet delay, energy consumption, 
network standard used, security level, and so on.  
According to the findings of the literature review, the radio signal used by mobile devices 
may cause health problems in humans. Furthermore, the WHO classifies the radio frequency 
used by mobile devices as a "possible group 2B carcinogen," which means there is no reliable 
proof that it is safe or not. The specific absorption rate (SAR) number can be used to determine 
the influence of this radio wave on human tissue. To limit the biological influence of the radio 
signal on the human body, this SAR value must be lowered. This suggested network selection 
algorithm is designed to find the best base station with the least amount of biological impact on 
the human body and the highest level of service quality. This invention offers a base station 
selection architecture for the WIMAX network that will save human health and increase service 
quality while consuming significantly less power.
1 
QoS & ESAR Monitoring 
if NO 
QDD >= T or 
ESAR>=TR 
YES 
if NOStav mn Current BS 
CBC is Bad Enough iTo Avoid Unbeneficial 
or ESAR >=TR h andoff 
YES 
F -Scan for th e nearby B Ss 
if NO 
BSs detected with 
<required 
QoS 
YES 
Estimate SAR for all BS s as 
ESAR-(FoC x TP)/UBR 
Select a BS with minimum 
ES AR v alu e and perform 
Han-doff 
Figure 1: Flow Diagram of Proposed Ivention
Patent AU-2021104337-A4 (AU)
Title: Active and enhanced efficiency fertilizer additive and active and enhanced efficiency fertilizer
Inventor: WANG MINGZHE
IPC: C05B7/00
Filed: 2021-07-20
Granted: 2021-09-16
Abstract: : 
An active and enhanced-efficiency fertilizer additive is disclosed. The fertilizer additive 
includes an active synergetic factor for promoting crop growth and a soil-permeable 
loosening material. The active synergetic factor is a mixture of amino-oligosaccharide, 
zinc y-aminobutyrate, and biochemical fulvic acid. The soil-permeable loosening 
material is a mixture of betaine, hydrolyzed polymaleic anhydride, and non-ionic 
polyacrylamide. The disclosure extends to a fertilizer prepared by the fertilizer additive 
which promotes the growth of crop roots and improves the utilization and absorption 
rate of the fertilizer.
Patent AU-2021105570-A4 (AU)
Title: Ultra-high voltage insulator string replacement device based on insulating belt
Inventor: DONG XIAOHU
IPC: H01B17/58
Filed: 2021-08-16
Granted: 2021-10-14
Abstract: The present disclosure discloses an ultra-high voltage insulator string replacement device 
based on an insulating soft belt, which includes a tower cross arm on which an insulator string body 
and two hanging devices are respectively hinged, and a lower end of the insulator string body is 
fixedly connected with a hanging plate, a lower end of the hanging plate is integrally connected 
5 with a wing-shaped clamp element, a lower end of the wing-shaped clamp element is hinged with a 
connector, and a lower end of the connector is hinged with a wire clamp element.  
1
1/ 7 
110 
01 
13 1 
, -5 
6 
Fig.1
Patent AU-2021106067-A4 (AU)
Title: A Method for Modifying a Porcine Cholecyst Derived Scaffold by Coupling with Fibronectin for Skin Tissue Engineering Application
Inventor: MONY MANJULA PUTHUPARAMBIL
IPC: A61L27/60
Filed: 2021-08-20
Granted: 2021-12-16
Abstract: The present disclosure relates to a method for modifying a (cholecyst derived 
scaffold) CDS by coupling with fibronectin for skin tissue engineering application. The 
method comprises: preparing a CDS by a non-detergent/non-enzymatic method using porcine 
cholecyst; activating the carboxyl group of a cholecystic ECM by treating with EDC (1
Ethyl-3-(3-dimethylaminopropyl) carbodiimide) and sulpho-NHS (N
hydroxysulfosuccinamide) for a period of time; decanting the EDC-NHS solution; coupling 
amino group of the fibronectin and carboxyl group of the CDS by adding fibronectin to an 
activated CDS and incubating for a period of time at room temperature; washing unreacted 
fibronectin molecule with phosphate buffered saline molecules; and incubation of the 
resultant material for drying to obtain the fibronectin coupled CDS, wherein, the fibronectin 
coupled CDS is a combination of a porcine ECM scaffold with chemically coupled 
fibronectin, prepared by employing the EDC-NHS reaction.  
7
Patent AU-2021107486-A4 (AU)
Title: Hand-Held Control
Inventor: KENT RAINE BURNETT
IPC: A63C17/12
Filed: 2021-08-25
Granted: 2021-12-23
Abstract: A hand-held control for mounting on the hand of a user thereof, the hand-held control 
comprising a body having a surface having a periphery, and a wall arrangement at least 
partially surrounding the periphery and extending from the periphery to define a spacing 
for containment of the palm of the hand, wherein the surface comprises a plurality of 
openings for receiving the fingers, and the hand-held control comprises a control box 
comprising a wheel, the control box being attached to a particular location of the 
periphery of the surface such that when the hand-held control is mounted on the hand 
with the fingers traversing the openings, the thumb of the hand may drive the wheel for 
operation of the skateboard.  
Fig 1
44 4C~440( 10 
10 
10 32 
4Ga 30 
22 
10 32 
22 
3GC 42 
2G 40 
Et2
Patent WO-2018104596-A4 (WO)
Title: Plantes de lin a haute teneur en omega-3
Inventor: SARAZIN VIVIEN
IPC: A01H6/58
Filed: 2017-12-06
Abstract: La présente invention concerne un procédé d'augmentation de la teneur en acide gras C18:3, ou acide alpha-linolénique, d'une graine de lin, ainsi que les plantes qui en résultent, et ce via l'augmentation de l'expression de la Δ15 désaturase responsable de la conversion du C18:2 en C18:3 dans la graine au sein de la plante.
Patent WO-2012108754-A4 (WO)
Title: Procédé de désalinisation d'eau par osmose inverse faisant intervenir un filtre de type centrifuge, avec génération de vortex de dean
Inventor: LECHUGA ANDRADE JORGE ANTONIO DE LA CRUZ
IPC: B01D63/16
Filed: 2012-02-07
Abstract: La présente invention concerne un procédé de désalinisation d'eau de mer et la conception et la construction d'un filtre centrifuge pour la désalinisation d'eau. Le procédé fait intervenir en tant que composant fondamental le filtre développé fondé sur la technologie d'osmose inverse, ainsi que des modules de membranes à fibre creuse disposées de manière hélicoïdale autour d'un tube de support central et réparties en anneaux concentriques dans la périphérie de la section rotative pour favoriser la formation de vortex de Dean. La membrane comprend une structure de polyamide aromatique en tant que première couche, une couche de polyester sulfone et une couche de support polyester. Du Kevlar 49 est utilisé en position 1 et 4 dans la chaîne aromatique pour renforcer la structure et la résistance de la membrane.
Patent WO-2010011270-A4 (WO)
Title: Ensemble plateau
Inventor: FARRAR QUINTON
IPC: A61M5/14
Filed: 2009-07-17
Abstract: L'invention porte sur un ensemble plateau de test d'allergie qui comporte un plateau extérieur et un plateau intérieur ajusté dans le plateau extérieur. Chaque plateau en une seule pièce est moulé de façon à comporter trois zones longitudinales séparées par deux rangées de montants espacés. Une pluralité d'aiguilles de test d'allergie est maintenue de façon amovible entre les montants adjacents. Ces seringues comportent chacune un boîtier protecteur d'aiguille et une gaine qui recouvre l'aiguille avant utilisation, codée en couleur pour refléter la qualité de l'aiguille de la seringue. L'extrémité du piston de chacune des seringues est coiffée de telle sorte que chaque seringue est isolée de l'environnement. Les plateaux sont scellés par une feuille de revêtement qui peut également comporter des marquages de la même couleur que la couleur du boîtier et de la gaine, de telle sorte qu'un clinicien peut facilement lire la qualité de l'aiguille des seringues stockées dans les plateaux, sans avoir à retirer la feuille du couvercle. Une fois que l'ensemble plateau est stérilisé, la stérilité de la seringue est doublement protégée par l'étanchéité de l'extrémité de l'aiguille et l'extrémité du piston de la seringue ainsi que l'étanchéité des plateaux vis-à-vis de l'environnement par la feuille du couvercle.
Patent WO-2013096309-A4 (WO)
Title: Procédé et appareil pour une dépolymérisation par microonde de charges d'alimentation hydrocarbonées
Inventor: HEMMINGS JOHN
IPC: C08J11/10
Filed: 2012-12-18
Abstract: L'invention concerne un procédé et un appareil pour la dépolymérisation par microondes en continu d'une matière de charge d'alimentation organique de masse moléculaire élevée, telle que des déchets de matières plastiques et comprend une alimentation intermittente ou continue de la matière de traitement sur la surface ou dans la masse du lit chaud sensibilisé situé sous une irradiation par microondes. Comme résultat de l'interaction d'un champ électromagnétique avec les matières traitées, un agent sensibilisateur est chauffé par énergie microondes et la matière de charge d'alimentation subit les réactions de dépolymérisation. La zone de réaction peut être située sur la surface du lit chaud ou distribuée dans la majorité de la masse réactionnelle en fonction des conditions d'agitation de la masse réactionnelle, telles que l'agitation ou autres moyens d'agitation, par exemple par un gaz recyclé. Les produits des réactions sont vaporisés et transportés jusqu'au système de collecte, qui peut comprendre une combinaison d'un épurateur, d'un condenseur et d'un décanteur.
Patent WO-2015112466-A4 (WO)
Title: Outil d'échantillonnage et d'élimination d'obstruction
Inventor: AL NAJRANI NASSER HASSAN MOHAMMED
IPC: G01N1/20
Filed: 2015-01-20
Abstract: La présente invention concerne un outil d'échantillonnage et d'élimination d'obstruction destiné à être monté au niveau d'un point de drainage d'une isolation de conduite ou de récipient présentant un corps, une vanne de raccordement montée sur le corps et présentant un ajustement fileté permettant de se mettre en prise par vissage dans une ouverture filetée dans la vanne d'isolation d'une conduite et permettant de fixer l'outil en communication fluidique avec la vanne d'isolation, et un tuyau d'échantillonnage extensible à l'intérieur du corps. Le tube prend la forme d'une tige creuse présentant un filet externe. Un volant de manœuvre est fixé en rotation au corps sans qu'il soit possible de le déplacer de manière longitudinale par rapport au dit corps et présente un filet interne coopérant avec le filet externe du tuyau d'échantillonnage pour déplacer longitudinalement le tuyau dans des directions opposées. À une extrémité du tuyau d'échantillonnage à distance du corps, une structure de vanne est prévue pour réguler l'écoulement de fluide à travers le tuyau d'échantillonnage.
Patent CH-640614-A5 (CH)
Title: Device for monitoring the brake shoes of rail vehicles
Inventor: ABBASZADEGAN RAHIM
IPC: B60T17/22
Filed: 1981-01-13
Abstract: The object of this device is to supplement the acoustic examination with a visual examination. It comprises a rod (5) comprising, at one of the ends, a handle (3) in which there is a cell (2) intended to power a light bulb (6) illuminating the triangular plate (7). <IMAGE>
Patent CH-680254-A5 (CH)
Title: Hay metering equipment on conveyor - has tines located at right angles to scraper surface when extended through slots
Inventor: SCHWEIZER HERMANN
IPC: A01F15/10
Filed: 1990-02-07
Abstract: The equipment meters hay transported on a conveyor (1 ) to a baler etc, having tines (1) protruding outwards from a component (2) above the conveyor. Movement of the component causes the tines to rotate in vertical planes, these passing through slots in a hay-scraper. At the lowermost point on their path the tines extend downwards through the slots, afterwards retracting to the inside of the scraper. The tines are so mounted ont he component that their front faces include with the outside surface of the scraper an angle (12) of not less than 90 deg between the lowermost and retraction points. ADVANTAGE - No wrapping for hay round tines, and entirely reliable one-man operation.
Patent CH-686759-A5 (CH)
Title: Sling for holding a fractured arm
Inventor: HODEL MARIANNE-EFFERTZ
IPC: A61F13/10
Filed: 1995-04-04
Abstract: A shoulder fixing sling for arm fracture, and injuries, consists of a one-piece band made of a non-expanding material, which holds the upper and lower arm sections using an elastic tube section (2). The band runs over the healthy shoulder (3.1) and under the healthy arm. The bound arm is fixed at breast height with a fastening. The band pref. contains a middle polyurethane foam layer, and an outer polyamide material layer.
Patent CH-689200-A5 (CH)
Inventor: KAESER ERNST
IPC: A61H15/00
Filed: 1995-07-28
Abstract: The massage device (1) has a number of massage rollers (2), positioned with their axes parallel to one another between a pair of side discs (3), supporting the rollers for free rotation. An electric drive motor (12) is coupled to one of the side discs via a belt drive (4). Pref. a protective foil (11) extends across the rollers, each of the latter pref. having a number of narrow and wide dia. sections in alternation along its length, with the wide dia. sections of one roller coinciding with the narrow dia. sections of the adjacent rollers.
Patent CH-688458-A5 (CH)
Title: Remote supervision of cooking vessel temperatures and program
Inventor: ZOPPI GIANNI
IPC: A47J36/32
Filed: 1994-07-21
Abstract: The vessel's lid (16') knob (15) holds a thermal sensor (18) controlling a transmitter (1) whose emitted pulses each have a temperature-related frequency. The mobile receiver (2) activates an audible alarm when a preset temperature is reached. The setting is adjustable (3,4), and the temperature displayed (5). Cooking times at set temperature are programmable, using adjustment buttons (8,92) A second display (10) indicates the unelapsed time. The alarm, suppressed during the set period, again alerts the user on completion. Tell-tale lamps (19i) confirm correct functioning. Selectively tuned, one mobile unit supervises several vessels, required settings being independently applied using selector (17i) buttons and a memory button (6). Audible alarms are differentiated by coding, and identification checked from knob indicator lamps (7).
Patent CH-619990-A5 (CH)
Title: Equipment for stripping the web from the comber and discharger of a high-output carder
Inventor: BRIZZI UMBERTO ROVARO
IPC: D01G15/46
Filed: 1978-03-02
Abstract: The equipment comprises a cylinder (CS) for stripping the web from the doffer (CD), and a pair of web drawing cylinders (CA, AC). The axes of the stripping cylinder, those of the upper web drawing cylinder, and the edge of the web in the stripping area lie in practically the same plane (W-X). A clearing brush (SP) is provided to operate by gravity on the covering of the stripping cylinder (CS), the said covering being coiled with narrow turns. <IMAGE>
Patent CH-687517-A5 (CH)
Inventor: FERRERO PIETRO
IPC: B65D25/00
Filed: 1992-08-19
Abstract: PCT No. PCT/EP93/02177 Sec. 371 Date Mar. 22, 1995 Sec. 102(e) Date Mar. 22, 1995 PCT Filed Aug. 16, 1993 PCT Pub. No. WO94/04441 PCT Pub. Date Mar. 3, 1994A container for, for example, food products such as confectionery, is formed from a casing and one or more auxiliary bodies associated with and affixed to the casing to give the container an animal-like or human-like appearance. The auxiliary body or bodies affixed to the casing can take the form of human-like or animal-like features and can be moved relative to the casing both by rotation about the longitudinal axis of the body and by variation of the position of the longitudinal axis of the body relative to the case by sliding the body along a circular path. This provides a container which also may be used as a toy.
Patent CH-634075-A5 (CH)
Title: Process for the preparation of hydrated imidazothiazole and thiazolopyrimidine derivatives having an anti-inflammatory activity
Inventor: MOSER ROBERT EUGENE
IPC: C07D235/28
Filed: 1981-09-07
Abstract: The compounds of formula III are therapeutically active as anti-inflammatories. They are obtained by condensing an  alpha -haloketone of formula I with a compound of formula II. In the formulae, n is 2 or 3, R is hydrogen or a methyl or ethyl group, Y is a phenyl, p-chlorophenyl or p-methoxyphenyl group and Hal represents a halogen. <IMAGE>