G06N 20/10
Machine learning: using kernel methods
Official title: using kernel methods, e.g. support vector machines [SVM]
G06N20/10 (Machine learning: using kernel methods) appears on 6,800 US grants and 9,775 published applications in this corpus.
Search patents in G06N- Granted patents
- 6,800
- Published applications
- 9,775
- Assignees
- 2,698
- Inventors
- 21,050
- Latest grant
- 6 Oct 2026
Filings by year
| Year | Granted patents | Published applications |
|---|---|---|
| 1997 | 1 | 0 |
| 1998 | 1 | 0 |
| 1999 | 0 | 0 |
| 2000 | 2 | 0 |
| 2001 | 0 | 0 |
| 2002 | 1 | 1 |
| 2003 | 3 | 8 |
| 2004 | 3 | 4 |
| 2005 | 3 | 10 |
| 2006 | 11 | 14 |
| 2007 | 8 | 9 |
| 2008 | 10 | 29 |
| 2009 | 18 | 33 |
| 2010 | 17 | 40 |
| 2011 | 20 | 33 |
| 2012 | 29 | 33 |
| 2013 | 38 | 54 |
| 2014 | 41 | 41 |
| 2015 | 49 | 74 |
| 2016 | 51 | 84 |
| 2017 | 65 | 186 |
| 2018 | 80 | 421 |
| 2019 | 305 | 916 |
| 2020 | 658 | 1471 |
| 2021 | 832 | 1424 |
| 2022 | 1092 | 1139 |
| 2023 | 1202 | 1192 |
| 2024 | 984 | 872 |
| 2025 | 820 | 714 |
| 2026 | 456 | 973 |
By publication year. Applications have been published since 2001. 2026 runs to 8 Oct.
Recent patents
- Endpoint detection in manufacturing process by near infrared spectroscopy and machine learning techniques6 Oct 2026US 12,755,168 B2Viavi Solutions Inc.
- System and method for digital advertising campaign optimization6 Oct 2026US 12,755,297 B2ACK Ventures Holdings, LLC
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization22 Sep 2026US 12,745,093 B2Digital Global Systems, Inc.
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization15 Sep 2026US 12,739,648 B2Digital Global Systems, Inc.
- Eyes-on analysis results for improving search quality8 Sep 2026US 12,730,820 B2Microsoft Technology Licensing, LLC
- Conditional kernel prediction network and adaptive depth prediction for image and video processing8 Oct 2026US 2026/0311305 A1Intel Products IP LLC
- Neurological disorder classification using log-regularized laplacian sparse functional connectivity and ensemble graph-based deep learning8 Oct 2026US 2026/0311879 A1Texas State University
- Video codec using deep learning model based on block8 Oct 2026US 2026/0313141 A1Ewha University-Industry Collaboration Foundation
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization1 Oct 2026US 2026/0304137 A1Digital Global Systems, Inc.
- Jointly predicting multiple individual-level features from aggregate data24 Sep 2026US 2026/0289425 A1Adobe Inc.
Most cited
By later US patents
- Updating natural language interfaces by processing usage data816US 10,210,244 B1Asapp, Inc. · 2019
- Cellular system380US 10,812,992 B12020
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization324US 11,395,149 B2Digital Global Systems, Inc. · 2022
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization323US 11,272,372 B2Digital Global Systems, Inc. · 2022
- System, method, and apparatus for providing dynamic, prioritized spectrum management and utilization320US 11,190,946 B1Digital Global Systems, Inc. · 2021