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BERT-CNN: a Hierarchical Patent Classifier Based on a Pre …
We present BERT-CNN, a hierarchical patent classifier based on pre-trained language model by training the national patent application documents collected from the State Information Center, China. The experimental results show that BERT-CNN achieves 84.3% accuracy, which is far better than the two compared baseline methods, …
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Classifiers
Classifiers are machines that sort materials according to their size, shape, and density. They can be divided into two different categories based on the technology they use. Air classifiers separate materials by utilizing a dry process. Hydrocyclones, on the other hand, sort particles in a liquid suspension.
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A Gentle Introduction to the Bayes Optimal Classifier
The Bayes Optimal Classifier is a probabilistic model that makes the most probable prediction for a new example. It is described using the Bayes Theorem that provides a principled way for calculating …
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silva-138_classifiers | Classifiers trained on commonly used …
Feature Classifiers for different variable regions of Prokaryotic 16S rRNA genes. Database: SILVA release_138 nr99 SSU Tutorials: QIIME 2 - Feature Classifier & RESCRIPt QIIME2 version: 2021.4. Primers. V1-V2: 27f & 338r; V3: 341f & 518r; V3-V4: 341f & 805r; V4: 515f & 806r; Workflows with Files.
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Air Classifiers | Sales, Install, 24/7 Service
When to use Air Classifiers: Precise Particle Size Separation: Air classifiers are ideal for applications that require precise particle size separation. The classifier can separate particles into a fine stream and …
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Automated Single-Label Patent Classification using …
them into well-known classifiers. For example, Fall et al. [13] per-formed stop words removal, stemming, term selection using the information gain and then fed the transformed texts into Naïve Bayes (NB), Support Vector Machine (SVM), and K-Nearest Neigh-bor (KNN) classifiers. Tikk et all. [14] applied stop word removal,
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Python's Scikit-Learn: A Guide to Advanced Classification
This article delves into the intricate world of machine learning classification, particularly focusing on various strategies and techniques using Python's scikit-learn library.
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Serco Group Patent Classifier Salaries | Glassdoor
The average Patent Classifier base salary at Serco Group is $67K per year. The average additional pay is $0 per year, which could include cash bonus, stock, commission, profit sharing or tips. The "Most Likely Range" reflects values within the 25th and 75th percentile of all pay data available for this role.
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Air classification technology Gravitational inertial air …
1. of the classifier Feed material falls in a controlled curtain into the classifier chamber along with primary air feed at the top 2. Secondary air is drawn in at the bottom, inducing a scrubbing effect on similar-sized 3. particles Recirculation and scrubbing enables high efficiency and precise separation of ultrafines 4. Coarse particles drop
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Minerals to sell Buell air classifiers
Minerals and Buell, a division of US firm Fisher-Klosterman Inc., have signed an agreement for the sale of Buell air classification equipment in Europe, the Middle East and Africa (except South Africa). Based in Pennsylvania, Buell manufacture a wide range of filler classification systems for cement, sand and industrial mineral …
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Interactive patent classification based on multi-classifier …
Using multi-classifier fusion, the sub-classifiers are combined to obtain enhanced classifiers, based on which the classification results are achieved. For model update, active learning is adopted to cope with the issue where labeled patents used as training data are limited while unlabeled patents are abundant and easy to access [9], …
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Transforming Patent Search
Careers. Search and Apply for a Job in the U.S. Search and Apply for a Job in Canada; Careers at Serco North America; Equal Opportunities - Serco Inc ensures non-discrimination in all programs and activities in accordance with Title VI and Title VII of the Civil Rights Act of 1964.
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BERT-CNN: a Hierarchical Patent Classifier Based on a Pre …
The automatic classification is a process of automatically assigning text documents to predefined categories. An accurate automatic patent classifier is crucial to patent inventors and patent examiners in terms of intellectual property protection, patent management, and patent information retrieval. We present BERT-CNN, a hierarchical …
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BERT-CNN: a Hierarchical Patent Classifier Based on a Pre …
A patent categorization method based on word embedding and long short term memory network to classify patents down to the subgroup IPC level and the …
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Cipher Classification
Firstly, you define the scope of the technology area for your classifier. Secondly, the classifier is trained by using a training set of patents that should be in the classifier and those that shouldn't be included. Thirdly, you review and use extra information such as similar families or suggestions to refine the classifier.
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( 12 ) United States Patent
AUTOMATIC CLASSIFIER PROFILES FROM into a group of classifiers, wherein the first classifier and the TRAINING SET METADATA second classifier are trained to identify objects belonging to an object category . TECHNOLOGICAL FIELD According to further aspects, disclosed methods further 5 include training the first classifier . Training the …
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Patent Classification Mapped to Your Taxonomy with AI
The Anaqua AI Patent Auto-Classifier, an AI initiative between Anaqua and the pioneering developer AnyGen AI, revolutionizes this process for IP teams by using a hosted Large Language Model (LLM) to automatically map internal and external patents to your company's private classification system.. A process that traditionally takes hours of …
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Home | Cooperative Patent Classification
EPO and USPTO launched the Cooperative Patent Classification System. The CPC is the result of a partnership between the EPO and the USPTO in their joint effort to develop a common, internationally compatible classification system for technical documents, in particular patent publications, which will be used by both offices in the …
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Patent Classification – AI-Classifier
AI-Classifier is designed for this purpose, offering a modern solution that provides accurate document categorization with reduced manual effort. Focusing on precision in document categorization, AI-Classifier employs advanced machine-learning algorithms to facilitate custom patent classification tasks. Suited for organizations looking for ...
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BERT-CNN: a Hierarchical Patent Classifier Based on a
An accurate automatic patent classifier is crucial to patent inventors and patent examiners in terms of intellectual property protection, patent management, and patent information retrieval. We ...
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Position Classification Standard for Patent Classifying …
PATENT CLASSIFIER, GS-1223-14.....16 U.S. Office of Personnel Management 1. Patent Classifying Series, GS-1223 TS-28 June 1960 SERIES DEFINITION This series includes all professional, scientific, and technical positions which are primarily concerned with developing and/or administering systems for the classification, for patent ...
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China National Intellectual Property Administration
Yangcheng Lake's Crab Culture Nurturing Million-Dollar 'Crab Economy' Yangcheng Lake crabs are produced in Yangcheng Lake in Suzhou City, Jiangsu Province in China, which are set to officially start their harvest season this …
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Penyusunan dokumen paten | PPT
2. Pengertian Paten • Paten dari kata Patere artinya "to be open" = terbuka dan dipublikasikan di masyarakat •Patenadalah hak eksklusif inventor atas invensi di bidang teknologi untuk selama waktu tertentu melaksanakan sendiri atau memberikan persetujuan kepada pihak lain untuk melaksanakan invensinya. •Invensiadalah ide inventor yang …
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DecisionTreeClassifier — scikit-learn 1.5.2 …
min_samples_leaf int or float, default=1. The minimum number of samples required to be at a leaf node. A split point at any depth will only be considered if it leaves at least min_samples_leaf training samples in …
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SERBA SERBI PERMOHONAN PATEN
permohonan paten (formalitas) ahlul fajriyani analis kekayaan intelektual. paten dalam jangka waktu tertentu dapat dialihkan kepada inventor melarang orang lain tanpa izin hak yang diberikan oleh negara terhadap invensi di bidang teknologi. beberapa prinsip dalam pelindungan paten yang mendaftar pertama,
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$110k-$155k Patent Classifier Jobs (NOW HIRING) Sep 2024
Browse 3 PATENT CLASSIFIER jobs ($110k-$155k) from companies with openings that are hiring now. Find job postings near you and 1-click apply!
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Air classification of solid particles: a review
(a) Franken/Buell gravitational-inertial classifier, (b) Vortex classifier, (c) gravitational–centrifugal classifier. In the Buell separators the secondary air stream …
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A Guide to Maven Artifact Classifiers
We can notice that the classifier is set to jdk11. Now, let's run: mvn clean install. As a result, two jars are generated – maven-classifier-example-provider-0.0.1-SNAPSHOT-jdk11.jar and maven-classifier-example-provider-0.0.1-SNAPSHOT.jar. The first one was compiled using the Java 11 compiler and the second using the Java 8 …
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Patent Public Search | USPTO
The Patent Public Search tool is a new web-based patent search application that will replace internal legacy search tools PubEAST and PubWEST and external legacy search tools PatFT and AppFT.
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AIR CLASSIFIERS
Equipment classification. the particles. These are gravity, the drag force of air, the centrifugal force exerted either by an air vortex or a mechanical part such as a rotating …
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