G06N 5/045
Explanation of inference
Official title: Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligence
G06N5/045 (Explanation of inference) appears on 1,351 US grants and 2,193 published applications in this corpus.
Search patents in G06N- Granted patents
- 1,351
- Published applications
- 2,193
- Assignees
- 703
- Inventors
- 5,029
- Latest grant
- 6 Oct 2026
Filings by year
| Year | Granted patents | Published applications |
|---|---|---|
| 1990 | 2 | 0 |
| 1991 | 1 | 0 |
| 1992 | 0 | 0 |
| 1993 | 0 | 0 |
| 1994 | 0 | 0 |
| 1995 | 3 | 0 |
| 1996 | 1 | 0 |
| 1997 | 0 | 0 |
| 1998 | 0 | 0 |
| 1999 | 2 | 0 |
| 2000 | 0 | 0 |
| 2001 | 0 | 0 |
| 2002 | 1 | 0 |
| 2003 | 2 | 0 |
| 2004 | 1 | 0 |
| 2005 | 0 | 2 |
| 2006 | 1 | 4 |
| 2007 | 1 | 5 |
| 2008 | 2 | 3 |
| 2009 | 2 | 10 |
| 2010 | 2 | 4 |
| 2011 | 3 | 8 |
| 2012 | 9 | 4 |
| 2013 | 5 | 15 |
| 2014 | 8 | 10 |
| 2015 | 18 | 33 |
| 2016 | 13 | 47 |
| 2017 | 26 | 91 |
| 2018 | 28 | 132 |
| 2019 | 77 | 187 |
| 2020 | 118 | 273 |
| 2021 | 152 | 247 |
| 2022 | 191 | 209 |
| 2023 | 204 | 264 |
| 2024 | 155 | 198 |
| 2025 | 176 | 216 |
| 2026 | 147 | 231 |
By publication year. Applications have been published since 2001. 2026 runs to 8 Oct.
Recent patents
- Method for estimating disturbances and giving recommendations for improving process performance6 Oct 2026US 12,754,543 B2Kemira Oyj
- Systems and methods of sensor data fusion6 Oct 2026US 12,754,977 B2Digital Global Systems, Inc.
- Secure explanation generation by large language models for sensitive search targets6 Oct 2026US 12,755,173 B1Intuit Inc.
- Platforms, systems, and methods for rapid fermenter sampling6 Oct 2026US 12,755,814 B2X Development LLC
- Systems and methods of sensor data fusion29 Sep 2026US 12,748,823 B2Digital Global Systems, Inc.
- Systems and methods for real-time assessment and performance optimization of compute infrastructure8 Oct 2026US 2026/0311009 A1Penguin Computing, Inc.
- Computer-based systems and methods for machine learning based exception predictions1 Oct 2026US 2026/0300783 A1
- Bias mitigation engine in an artificial intelligence system1 Oct 2026US 2026/0301087 A1Microsoft Technology Licensing, LLC
- Dynamically monitoring variations in process explainability within a distributed computing environment24 Sep 2026US 2026/0289340 A1The Toronto-Dominion Bank
- Explanatory material generating method and recording medium24 Sep 2026US 2026/0289355 A1Fujitsu Limited
Most cited
By later US patents
- Anomaly detection to identify security threats320US 10,673,880 B1Splunk Inc. · 2020
- Framework for classifying an object as malicious with machine learning for deploying updated predictive models225US 9,690,933 B1FireEye, Inc. · 2017
- System and method for insider threat detection150US 8,793,790 B2Honeywell International Inc. · 2014
- Computer platform alarm and control system148US 6,446,058 B1AT&T Corp. · 2002
- Recommendations in a computing advice facility111US 9,009,096 B2eBay Inc. · 2015