SG11202112327VA - Hierarchical machine learning architecture including master engine supported by distributed light-weight real-time edge engines - Google Patents
Hierarchical machine learning architecture including master engine supported by distributed light-weight real-time edge enginesInfo
- Publication number
- SG11202112327VA SG11202112327VA SG11202112327VA SG11202112327VA SG11202112327VA SG 11202112327V A SG11202112327V A SG 11202112327VA SG 11202112327V A SG11202112327V A SG 11202112327VA SG 11202112327V A SG11202112327V A SG 11202112327VA SG 11202112327V A SG11202112327V A SG 11202112327VA
- Authority
- SG
- Singapore
- Prior art keywords
- machine learning
- architecture including
- including master
- distributed light
- learning architecture
- Prior art date
Links
- 238000010801 machine learning Methods 0.000 title 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/30—Semantic analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/0482—Interaction with lists of selectable items, e.g. menus
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/12—Use of codes for handling textual entities
- G06F40/14—Tree-structured documents
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/205—Parsing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/284—Lexical analysis, e.g. tokenisation or collocates
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/084—Backpropagation, e.g. using gradient descent
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- Software Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- Human Computer Interaction (AREA)
- Machine Translation (AREA)
Applications Claiming Priority (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201962828733P | 2019-04-03 | 2019-04-03 | |
| US201962829567P | 2019-04-04 | 2019-04-04 | |
| US201962831539P | 2019-04-09 | 2019-04-09 | |
| PCT/US2020/025959 WO2020205861A1 (en) | 2019-04-03 | 2020-03-31 | Hierarchical machine learning architecture including master engine supported by distributed light-weight real-time edge engines |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG11202112327VA true SG11202112327VA (en) | 2021-12-30 |
Family
ID=72663074
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11202112327VA SG11202112327VA (en) | 2019-04-03 | 2020-03-31 | Hierarchical machine learning architecture including master engine supported by distributed light-weight real-time edge engines |
Country Status (5)
| Country | Link |
|---|---|
| US (2) | US12159112B2 (en) |
| EP (1) | EP3948501A4 (en) |
| CN (1) | CN113841168A (en) |
| SG (1) | SG11202112327VA (en) |
| WO (1) | WO2020205861A1 (en) |
Families Citing this family (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB201911760D0 (en) | 2019-08-16 | 2019-10-02 | Eigen Tech Ltd | Training and applying structured data extraction models |
| US11886813B2 (en) * | 2020-04-13 | 2024-01-30 | Capital One Services, Llc | Efficient automatic punctuation with robust inference |
| JP6854995B1 (en) * | 2020-08-11 | 2021-04-07 | 三菱電機株式会社 | Learning systems, learning methods and programs |
| US11481543B2 (en) * | 2020-12-17 | 2022-10-25 | Verizon Patent And Licensing Inc. | System and method for text moderation via pretrained transformers |
| US20220237234A1 (en) * | 2021-01-22 | 2022-07-28 | Microsoft Technology Licensing, Llc | Document sampling using prefetching and precomputing |
| CA3219803A1 (en) * | 2021-05-21 | 2022-11-24 | Martin Kemka | Methods and systems for determining payment behaviours |
| US20230031612A1 (en) * | 2021-08-01 | 2023-02-02 | UiPath, Inc. | Machine learning based entity recognition |
| US20230140199A1 (en) * | 2021-10-28 | 2023-05-04 | Skyline Ai Limited | Methods for detecting problems and ranking attractiveness of real-estate property assets from online asset reviews and systems thereof |
| JP2025044198A (en) * | 2023-09-19 | 2025-04-01 | ソフトバンクグループ株式会社 | system |
Family Cites Families (23)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7552116B2 (en) | 2004-08-06 | 2009-06-23 | The Board Of Trustees Of The University Of Illinois | Method and system for extracting web query interfaces |
| US7277890B2 (en) | 2004-12-01 | 2007-10-02 | Research In Motion Limited | Method of finding a search string in a document for viewing on a mobile communication device |
| US20070100844A1 (en) * | 2005-10-28 | 2007-05-03 | International Business Machines Corporation | System and method for dynamically updating web pages using messaging-oriented middleware |
| US7646952B2 (en) * | 2007-06-28 | 2010-01-12 | Draka Comteq B.V. | Optical fiber cable having raised coupling supports |
| WO2009061390A1 (en) | 2007-11-05 | 2009-05-14 | Enhanced Medical Decisions, Inc. | Machine learning systems and methods for improved natural language processing |
| US8849725B2 (en) * | 2009-08-10 | 2014-09-30 | Yahoo! Inc. | Automatic classification of segmented portions of web pages |
| US8607190B2 (en) | 2009-10-23 | 2013-12-10 | International Business Machines Corporation | Automation of software application engineering using machine learning and reasoning |
| US9053436B2 (en) | 2013-03-13 | 2015-06-09 | Dstillery, Inc. | Methods and system for providing simultaneous multi-task ensemble learning |
| US9582490B2 (en) | 2013-07-12 | 2017-02-28 | Microsoft Technolog Licensing, LLC | Active labeling for computer-human interactive learning |
| US10026041B2 (en) | 2014-07-12 | 2018-07-17 | Microsoft Technology Licensing, Llc | Interoperable machine learning platform |
| US9588961B2 (en) | 2014-10-06 | 2017-03-07 | International Business Machines Corporation | Natural language processing utilizing propagation of knowledge through logical parse tree structures |
| US20160162458A1 (en) | 2014-12-09 | 2016-06-09 | Idibon, Inc. | Graphical systems and methods for human-in-the-loop machine intelligence |
| US11301632B2 (en) | 2015-01-23 | 2022-04-12 | Conversica, Inc. | Systems and methods for natural language processing and classification |
| US10586173B2 (en) * | 2016-01-27 | 2020-03-10 | Bonsai AI, Inc. | Searchable database of trained artificial intelligence objects that can be reused, reconfigured, and recomposed, into one or more subsequent artificial intelligence models |
| US20170308800A1 (en) * | 2016-04-26 | 2017-10-26 | Smokescreen Intelligence, LLC | Interchangeable Artificial Intelligence Perception Systems and Methods |
| US10409911B2 (en) | 2016-04-29 | 2019-09-10 | Cavium, Llc | Systems and methods for text analytics processor |
| CN106779087B (en) | 2016-11-30 | 2019-02-22 | 福建亿榕信息技术有限公司 | A general-purpose machine learning data analysis platform |
| US10755047B2 (en) * | 2017-03-28 | 2020-08-25 | Microsoft Technology Licensing, Llc | Automatic application of reviewer feedback in data files |
| WO2018206405A1 (en) * | 2017-05-08 | 2018-11-15 | British Telecommunications Public Limited Company | Interoperation of machine learning algorithms |
| US11763321B2 (en) * | 2018-09-07 | 2023-09-19 | Moore And Gasperecz Global, Inc. | Systems and methods for extracting requirements from regulatory content |
| US11017088B2 (en) * | 2018-09-17 | 2021-05-25 | Microsofttechnology Licensing, Llc | Crowdsourced, self-learning security system through smart feedback loops |
| US11899763B2 (en) * | 2018-09-17 | 2024-02-13 | Microsoft Technology Licensing, Llc | Supervised learning system for identity compromise risk computation |
| KR20200046145A (en) * | 2018-10-15 | 2020-05-07 | 펑션베이(주) | Prediction model training management system, method of the same, master apparatus and slave apparatus for the same |
-
2020
- 2020-03-31 WO PCT/US2020/025959 patent/WO2020205861A1/en unknown
- 2020-03-31 EP EP20782652.0A patent/EP3948501A4/en not_active Withdrawn
- 2020-03-31 CN CN202080036311.7A patent/CN113841168A/en active Pending
- 2020-03-31 US US17/600,229 patent/US12159112B2/en active Active
- 2020-03-31 SG SG11202112327VA patent/SG11202112327VA/en unknown
- 2020-03-31 US US16/836,056 patent/US11334818B2/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| EP3948501A1 (en) | 2022-02-09 |
| US12159112B2 (en) | 2024-12-03 |
| US11334818B2 (en) | 2022-05-17 |
| US20200320433A1 (en) | 2020-10-08 |
| CN113841168A (en) | 2021-12-24 |
| WO2020205861A1 (en) | 2020-10-08 |
| US20220188517A1 (en) | 2022-06-16 |
| EP3948501A4 (en) | 2022-12-21 |
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