SG11201610934SA - Knowledge-graph biased classification for data - Google Patents
Knowledge-graph biased classification for dataInfo
- Publication number
- SG11201610934SA SG11201610934SA SG11201610934SA SG11201610934SA SG11201610934SA SG 11201610934S A SG11201610934S A SG 11201610934SA SG 11201610934S A SG11201610934S A SG 11201610934SA SG 11201610934S A SG11201610934S A SG 11201610934SA SG 11201610934S A SG11201610934S A SG 11201610934SA
- Authority
- SG
- Singapore
- Prior art keywords
- knowledge
- graph
- data
- biased
- classification
- Prior art date
Links
Classifications
-
- 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
-
- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/042—Knowledge-based neural networks; Logical representations of neural networks
-
- 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
- G06N3/04—Architecture, e.g. interconnection topology
-
- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/047—Probabilistic or stochastic networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
- G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
-
- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/049—Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- Software Systems (AREA)
- Mathematical Physics (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Molecular Biology (AREA)
- General Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- Probability & Statistics with Applications (AREA)
- Mathematical Analysis (AREA)
- Computational Mathematics (AREA)
- Algebra (AREA)
- Mathematical Optimization (AREA)
- Pure & Applied Mathematics (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201462039329P | 2014-08-19 | 2014-08-19 | |
| US14/528,890 US10474949B2 (en) | 2014-08-19 | 2014-10-30 | Knowledge-graph biased classification for data |
| PCT/US2015/042488 WO2016028446A1 (en) | 2014-08-19 | 2015-07-28 | Knowledge-graph biased classification for data |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG11201610934SA true SG11201610934SA (en) | 2017-03-30 |
Family
ID=55348579
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11201610934SA SG11201610934SA (en) | 2014-08-19 | 2015-07-28 | Knowledge-graph biased classification for data |
Country Status (9)
| Country | Link |
|---|---|
| US (1) | US10474949B2 (pt) |
| EP (2) | EP3937087A1 (pt) |
| JP (1) | JP2017531240A (pt) |
| KR (1) | KR20170044102A (pt) |
| CN (1) | CN106663221B (pt) |
| BR (1) | BR112017003023A2 (pt) |
| SG (1) | SG11201610934SA (pt) |
| TW (1) | TW201626293A (pt) |
| WO (1) | WO2016028446A1 (pt) |
Families Citing this family (62)
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| US9536293B2 (en) * | 2014-07-30 | 2017-01-03 | Adobe Systems Incorporated | Image assessment using deep convolutional neural networks |
| US9953425B2 (en) | 2014-07-30 | 2018-04-24 | Adobe Systems Incorporated | Learning image categorization using related attributes |
| US20160203137A1 (en) * | 2014-12-17 | 2016-07-14 | InSnap, Inc. | Imputing knowledge graph attributes to digital multimedia based on image and video metadata |
| US10078651B2 (en) * | 2015-04-27 | 2018-09-18 | Rovi Guides, Inc. | Systems and methods for updating a knowledge graph through user input |
| US10726337B1 (en) * | 2015-04-30 | 2020-07-28 | Hrl Laboratories, Llc | Method and apparatus for emulation of neuromorphic hardware including neurons and synapses connecting the neurons |
| WO2017197298A1 (en) * | 2016-05-13 | 2017-11-16 | Numenta, Inc. | Inferencing and learning based on sensorimotor input data |
| US11100414B2 (en) | 2016-05-13 | 2021-08-24 | Numenta, Inc. | Inferencing and learning based on sensorimotor input data |
| US10380480B2 (en) | 2016-05-31 | 2019-08-13 | Microsoft Technology Licensing, Llc | Changeover from one neural network to another neural network |
| US11188823B2 (en) | 2016-05-31 | 2021-11-30 | Microsoft Technology Licensing, Llc | Training a neural network using another neural network |
| CN109564636B (zh) * | 2016-05-31 | 2023-05-02 | 微软技术许可有限责任公司 | 使用一个神经网络来训练另一个神经网络 |
| US11194860B2 (en) * | 2016-07-11 | 2021-12-07 | Baidu Usa Llc | Question generation systems and methods for automating diagnosis |
| US10949737B2 (en) | 2016-07-13 | 2021-03-16 | Samsung Electronics Co., Ltd. | Method for neural network and apparatus performing same method |
| US10606849B2 (en) | 2016-08-31 | 2020-03-31 | International Business Machines Corporation | Techniques for assigning confidence scores to relationship entries in a knowledge graph |
| US10607142B2 (en) | 2016-08-31 | 2020-03-31 | International Business Machines Corporation | Responding to user input based on confidence scores assigned to relationship entries in a knowledge graph |
| US9785885B1 (en) | 2016-09-16 | 2017-10-10 | International Business Machines Corporation | Arbitration schema based on a global clock |
| US9767408B1 (en) | 2016-09-16 | 2017-09-19 | International Business Machines Corporation | Multi-memristive synapse with clock-arbitrated weight update |
| US11995539B2 (en) | 2017-06-09 | 2024-05-28 | Samsung Electronics Co., Ltd. | Electronic apparatus and method for re-learning trained model |
| JP6886869B2 (ja) * | 2017-06-09 | 2021-06-16 | 川崎重工業株式会社 | 動作予測システム及び動作予測方法 |
| US10628699B2 (en) * | 2017-06-13 | 2020-04-21 | Samsung Electronics Co., Ltd. | Event-based image feature extraction |
| US11334692B2 (en) | 2017-06-29 | 2022-05-17 | International Business Machines Corporation | Extracting a knowledge graph from program source code |
| CN107526769A (zh) * | 2017-07-10 | 2017-12-29 | 北京百度网讯科技有限公司 | 基于人工智能的照片处理方法及装置、设备及可读介质 |
| US10540390B1 (en) | 2017-08-07 | 2020-01-21 | Amazon Technologies, Inc. | Image-based item identification |
| US20190080245A1 (en) * | 2017-09-08 | 2019-03-14 | Niantic, Inc. | Methods and Systems for Generation of a Knowledge Graph of an Object |
| US10725982B2 (en) | 2017-11-20 | 2020-07-28 | International Business Machines Corporation | Knowledge graph node expiration |
| CN108171255A (zh) * | 2017-11-22 | 2018-06-15 | 广东数相智能科技有限公司 | 基于图像识别的图片联想强度评分方法及装置 |
| WO2019176420A1 (ja) * | 2018-03-13 | 2019-09-19 | ソニー株式会社 | 情報処理装置、移動装置、および方法、並びにプログラム |
| US11205114B2 (en) * | 2018-03-19 | 2021-12-21 | Intel Corporation | Multi-layer neural networks using symmetric tensors |
| CN108536861B (zh) * | 2018-04-19 | 2022-03-18 | 中国科学院重庆绿色智能技术研究院 | 一种医疗指南的交互式培训方法及其系统 |
| US10776337B2 (en) | 2018-07-06 | 2020-09-15 | International Business Machines Corporation | Multi-dimensional knowledge index and application thereof |
| CN109063021B (zh) * | 2018-07-12 | 2021-10-15 | 浙江大学 | 一种能够编码关系语义多样性结构的知识图谱分布式表示方法 |
| CN109189937B (zh) | 2018-08-22 | 2021-02-09 | 创新先进技术有限公司 | 一种特征关系推荐方法及装置、一种计算设备及存储介质 |
| US10803182B2 (en) | 2018-12-03 | 2020-10-13 | Bank Of America Corporation | Threat intelligence forest for distributed software libraries |
| US11354351B2 (en) * | 2019-01-31 | 2022-06-07 | Chooch Intelligence Technologies Co. | Contextually generated perceptions |
| US11403328B2 (en) | 2019-03-08 | 2022-08-02 | International Business Machines Corporation | Linking and processing different knowledge graphs |
| KR102079970B1 (ko) * | 2019-04-30 | 2020-04-07 | (주)에스투더블유랩 | 지식 그래프를 이용하여 사이버 시큐리티를 제공하는 방법, 장치 및 컴퓨터 프로그램 |
| US11308365B2 (en) * | 2019-06-13 | 2022-04-19 | Expedia, Inc. | Image classification system |
| CN110362689A (zh) * | 2019-06-21 | 2019-10-22 | 深圳壹账通智能科技有限公司 | 一种风险评估方法、装置、存储介质和服务器 |
| CN110363583B (zh) * | 2019-07-02 | 2023-08-04 | 北京淇瑀信息科技有限公司 | 一种基于位置信息创建用户消费行为标签的方法、装置和电子设备 |
| US11379733B2 (en) | 2019-07-10 | 2022-07-05 | International Business Machines Corporation | Detecting and predicting object events from images |
| DE102019119087A1 (de) * | 2019-07-15 | 2021-01-21 | Dr. Ing. H.C. F. Porsche Aktiengesellschaft | Komponentenbasierte verarbeitung von eingangsgrössen |
| CN110765317B (zh) * | 2019-09-18 | 2024-03-01 | 上海合合信息科技股份有限公司 | 一种企业受益人运算系统及方法 |
| EP3816856A1 (en) * | 2019-10-31 | 2021-05-05 | Siemens Aktiengesellschaft | Method and system for anomaly detection using multimodal knowledge graph |
| CN111177400B (zh) * | 2019-12-05 | 2023-07-25 | 国网能源研究院有限公司 | 基于知识图谱的设备、业务及数据的关联显示方法和装置 |
| US11176137B2 (en) | 2020-02-19 | 2021-11-16 | Bank Of America Corporation | Query processing platform for performing dynamic cluster compaction and expansion |
| EP3994661A4 (en) * | 2020-02-24 | 2023-08-02 | Thales Canada Inc. | SEMANTIC OBJECT DETECTION METHOD WITH A KNOWLEDGE GRAPH |
| CN111367961B (zh) * | 2020-02-27 | 2023-03-28 | 西安交通大学 | 基于图卷积神经网络的时序数据事件预测方法、系统及其应用 |
| CN111522967B (zh) * | 2020-04-27 | 2023-09-15 | 北京百度网讯科技有限公司 | 知识图谱构建方法、装置、设备以及存储介质 |
| CN111753330B (zh) * | 2020-06-18 | 2023-08-29 | 百度在线网络技术（北京）有限公司 | 数据泄露主体的确定方法、装置、设备和可读存储介质 |
| CN111743574B (zh) * | 2020-07-12 | 2023-04-07 | 西北工业大学 | 乳腺癌超声影像高置信实体关系的知识图谱构建方法 |
| CN116318989A (zh) * | 2020-10-16 | 2023-06-23 | 维萨国际服务协会 | 用于用户网络活动异常检测的系统、方法和计算机程序产品 |
| CN112417457B (zh) * | 2020-11-16 | 2022-02-08 | 中国电子科技集团公司第三十研究所 | 一种基于大数据的敏感数据还原检测的方法与系统 |
| CN112417456B (zh) * | 2020-11-16 | 2022-02-08 | 中国电子科技集团公司第三十研究所 | 一种基于大数据的结构化敏感数据还原检测的方法 |
| US11544508B2 (en) * | 2020-11-23 | 2023-01-03 | Nielsen Consumer Llc | Methods, systems, articles of manufacture, and apparatus to recalibrate confidences for image classification |
| US11907269B2 (en) * | 2020-12-01 | 2024-02-20 | International Business Machines Corporation | Detecting non-obvious relationships between entities from visual data sources |
| CN113516156A (zh) * | 2021-04-13 | 2021-10-19 | 浙江工业大学 | 一种基于多源信息融合的细粒度图像分类方法 |
| CN113408611B (zh) * | 2021-06-18 | 2022-05-10 | 电子科技大学 | 一种基于延迟机制的多层图像分类方法 |
| US12086145B2 (en) | 2021-07-13 | 2024-09-10 | International Business Machines Corporation | Mapping machine learning models to answer queries |
| CN114691896B (zh) * | 2022-05-31 | 2022-09-13 | 浙江大学 | 一种知识图谱数据清洗方法及装置 |
| CN115168603B (zh) * | 2022-06-27 | 2023-04-07 | 天翼爱音乐文化科技有限公司 | 一种彩铃业务流程自动反馈应答方法、装置及存储介质 |
| CN115543402B (zh) * | 2022-11-21 | 2023-03-24 | 北京大学 | 一种基于代码提交的软件知识图谱增量更新方法 |
| CN115860152B (zh) * | 2023-02-20 | 2023-06-27 | 南京星耀智能科技有限公司 | 一种面向人物军事知识发现的跨模态联合学习方法 |
| CN117332282B (zh) * | 2023-11-29 | 2024-03-08 | 之江实验室 | 一种基于知识图谱的事件匹配的方法及装置 |
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| US7181062B2 (en) * | 2002-08-30 | 2007-02-20 | Lockheed Martin Corporation | Modular classification architecture for a pattern recognition application |
| EP1413973A1 (en) * | 2002-10-22 | 2004-04-28 | Thomson Licensing S.A. | Method and apparatus for automatically calculating confidence values of data classification |
| US7848566B2 (en) | 2004-10-22 | 2010-12-07 | Carnegie Mellon University | Object recognizer and detector for two-dimensional images using bayesian network based classifier |
| US8732025B2 (en) | 2005-05-09 | 2014-05-20 | Google Inc. | System and method for enabling image recognition and searching of remote content on display |
| JP4640155B2 (ja) | 2005-12-15 | 2011-03-02 | ソニー株式会社 | 画像処理装置および方法、並びにプログラム |
| CN101187985B (zh) | 2006-11-17 | 2012-02-01 | 东软集团股份有限公司 | 确定对象分类器分类边界的方法及装置 |
| JP4755632B2 (ja) | 2007-08-15 | 2011-08-24 | ヤフー株式会社 | アイテム認識装置及びアイテム認識方法 |
| TWI354904B (en) | 2008-01-25 | 2011-12-21 | Yun Ken | Method of classifying documents automatically, com |
| JP5800494B2 (ja) | 2010-11-19 | 2015-10-28 | キヤノン株式会社 | 特定領域選択装置、特定領域選択方法及びプログラム |
| US9600745B2 (en) | 2011-03-17 | 2017-03-21 | Nec Corporation | Image recognition system, image recognition method, and non-transitory computer readable medium storing image recognition program |
| US9916538B2 (en) | 2012-09-15 | 2018-03-13 | Z Advanced Computing, Inc. | Method and system for feature detection |
| CN103207879B (zh) | 2012-01-17 | 2016-03-30 | 阿里巴巴集团控股有限公司 | 图像索引的生成方法及设备 |
| CN103699663B (zh) * | 2013-12-27 | 2017-02-08 | 中国科学院自动化研究所 | 一种基于大规模知识库的热点事件挖掘方法 |
| CN103699687B (zh) * | 2014-01-03 | 2017-02-01 | 复旦大学 | 一种基于枚举的网络实体爬取方法 |
| US20150310862A1 (en) * | 2014-04-24 | 2015-10-29 | Microsoft Corporation | Deep learning for semantic parsing including semantic utterance classification |
-
2014
- 2014-10-30 US US14/528,890 patent/US10474949B2/en active Active
-
2015
- 2015-07-28 BR BR112017003023A patent/BR112017003023A2/pt not_active Application Discontinuation
- 2015-07-28 CN CN201580044015.0A patent/CN106663221B/zh active Active
- 2015-07-28 JP JP2017509655A patent/JP2017531240A/ja not_active Ceased
- 2015-07-28 KR KR1020177004013A patent/KR20170044102A/ko unknown
- 2015-07-28 SG SG11201610934SA patent/SG11201610934SA/en unknown
- 2015-07-28 WO PCT/US2015/042488 patent/WO2016028446A1/en active Application Filing
- 2015-07-28 EP EP21183220.9A patent/EP3937087A1/en active Pending
- 2015-07-28 EP EP15748396.7A patent/EP3183695A1/en not_active Ceased
- 2015-07-29 TW TW104124589A patent/TW201626293A/zh unknown
Also Published As
| Publication number | Publication date |
|---|---|
| WO2016028446A1 (en) | 2016-02-25 |
| EP3183695A1 (en) | 2017-06-28 |
| TW201626293A (zh) | 2016-07-16 |
| US20160055409A1 (en) | 2016-02-25 |
| KR20170044102A (ko) | 2017-04-24 |
| BR112017003023A2 (pt) | 2017-12-12 |
| EP3937087A1 (en) | 2022-01-12 |
| CN106663221A (zh) | 2017-05-10 |
| US10474949B2 (en) | 2019-11-12 |
| JP2017531240A (ja) | 2017-10-19 |
| CN106663221B (zh) | 2019-11-29 |
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