G06F 18/217
Validation
Official title: {Validation; Performance evaluation; Active pattern learning techniques}
G06F18/217 (Validation) appears on 5,324 US grants and 6,547 published applications in this corpus.
Search patents in G06F- Granted patents
- 5,324
- Published applications
- 6,547
- Assignees
- 1,752
- Inventors
- 13,540
- Latest grant
- 6 Oct 2026
Filings by year
| Year | Granted patents | Published applications |
|---|---|---|
| 1991 | 1 | 0 |
| 1992 | 0 | 0 |
| 1993 | 0 | 0 |
| 1994 | 0 | 0 |
| 1995 | 0 | 0 |
| 1996 | 1 | 0 |
| 1997 | 0 | 0 |
| 1998 | 3 | 0 |
| 1999 | 1 | 0 |
| 2000 | 0 | 0 |
| 2001 | 0 | 0 |
| 2002 | 2 | 4 |
| 2003 | 4 | 6 |
| 2004 | 7 | 2 |
| 2005 | 1 | 11 |
| 2006 | 4 | 9 |
| 2007 | 2 | 3 |
| 2008 | 6 | 12 |
| 2009 | 8 | 26 |
| 2010 | 7 | 11 |
| 2011 | 17 | 27 |
| 2012 | 24 | 42 |
| 2013 | 44 | 47 |
| 2014 | 47 | 67 |
| 2015 | 62 | 89 |
| 2016 | 65 | 111 |
| 2017 | 82 | 124 |
| 2018 | 100 | 294 |
| 2019 | 256 | 770 |
| 2020 | 495 | 1111 |
| 2021 | 691 | 1207 |
| 2022 | 883 | 1079 |
| 2023 | 955 | 746 |
| 2024 | 684 | 312 |
| 2025 | 541 | 226 |
| 2026 | 331 | 211 |
By publication year. Applications have been published since 2001. 2026 runs to 8 Oct.
Subgroups
Granted patents
Recent patents
- Systems and methods of sensor data fusion6 Oct 2026US 12,754,977 B2Digital Global Systems, Inc.
- Multi-turn dialogue response generation with template generation6 Oct 2026US 12,755,101 B2Capital One Services, LLC
- Knowledge expansion for improving machine learning6 Oct 2026US 12,755,148 B2International Business Machines Corporation
- Warm starting an online bandit learner model utilizing relevant offline models6 Oct 2026US 12,755,204 B2Adobe Inc.
- Controlling a manufacturing process using causal models29 Sep 2026US 12,748,393 B23M Innovative Properties Company
- Systems and methods for internet-of-things management through generalized autonomous intelligent agent architectures8 Oct 2026US 2026/0310753 A1Abysius Inc.
- Neural network training technique1 Oct 2026US 2026/0300436 A1NVIDIA Corporation
- Systems and methods for sample efficient training of machine learning models1 Oct 2026US 2026/0300437 A1Theta Lake, Inc.
- Bias mitigation engine in an artificial intelligence system1 Oct 2026US 2026/0301087 A1Microsoft Technology Licensing, LLC
- System24 Sep 2026US 2026/0288768 A1SoftBank Group Corp.
Most cited
By later US patents
- Apparatus and method for selecting a working data set for model development236US 5,809,490 AAspen Technology, Inc. · 1998
- Information embedding based on user relevance feedback for object retrieval163US 6,347,313 B1Hewlett-Packard Company · 2002
- Synthetic data-driven hemodynamic determination in medical imaging150US 9,349,178 B1Siemens Aktiengesellschaft · 2016
- Collision-avoidance system for autonomous-capable vehicle138US 10,007,269 B1Uber Technologies, Inc. · 2018
- Automated tagging for landmark identification137US 8,340,438 B2Deere & Company · 2012