G06F 18/2433
Single-class perspective
Official title: Single-class perspective, e.g. one-against-all classification; Novelty detection; Outlier detection
G06F18/2433 (Single-class perspective) appears on 719 US grants and 883 published applications in this corpus.
Search patents in G06F- Granted patents
- 719
- Published applications
- 883
- Assignees
- 501
- Inventors
- 2,338
- Latest grant
- 29 Sep 2026
Filings by year
| Year | Granted patents | Published applications |
|---|---|---|
| 1993 | 2 | 0 |
| 1994 | 1 | 0 |
| 1995 | 1 | 0 |
| 1996 | 1 | 0 |
| 1997 | 1 | 0 |
| 1998 | 2 | 0 |
| 1999 | 1 | 0 |
| 2000 | 1 | 0 |
| 2001 | 2 | 1 |
| 2002 | 4 | 3 |
| 2003 | 1 | 7 |
| 2004 | 1 | 9 |
| 2005 | 0 | 5 |
| 2006 | 7 | 6 |
| 2007 | 3 | 11 |
| 2008 | 6 | 17 |
| 2009 | 12 | 11 |
| 2010 | 8 | 8 |
| 2011 | 17 | 15 |
| 2012 | 14 | 11 |
| 2013 | 13 | 22 |
| 2014 | 12 | 14 |
| 2015 | 13 | 24 |
| 2016 | 14 | 26 |
| 2017 | 21 | 38 |
| 2018 | 32 | 52 |
| 2019 | 42 | 83 |
| 2020 | 60 | 102 |
| 2021 | 76 | 115 |
| 2022 | 85 | 79 |
| 2023 | 84 | 105 |
| 2024 | 86 | 46 |
| 2025 | 64 | 42 |
| 2026 | 32 | 31 |
By publication year. Applications have been published since 2001. 2026 runs to 8 Oct.
Recent patents
- Method and device for improving performance of data processing model, storage medium and electronic device29 Sep 2026US 12,748,822 B2Jingdong City (Beijing) Digits Technology Co., Ltd.
- Systems and methods for time-based abnormality identification within uniform dataset25 Aug 2026US 12,717,817 B2Optum Services (Ireland) Limited
- Interactive adaptation of machine learning models for time series data18 Aug 2026US 12,711,158 B2Treasure Data, Inc.
- Medical image processing system for detecting failure and method for operating the same18 Aug 2026US 12,711,614 B2FUJIFILM Corporation
- Device and method for training an image segmentation system18 Aug 2026US 12,711,629 B2Robert Bosch GmbH
- System24 Sep 2026US 2026/0288802 A1SoftBank Group Corp.
- Performance anomaly detection in storage systems using autoencoder with hierarchical multi-frequency decoding10 Sep 2026US 2026/0267940 A1Dell Products L. P.
- Computer-implemented method for monitoring a deep neural network and applications thereof20 Aug 2026US 2026/0241941 A1Continental Autonomous Mobility Germany GmbH
- Machine Learning Based Classification of Cytology Samples from Whole-Slide Images or Cytology Patches13 Aug 2026US 2026/0237229 A1Mayo Foundation for Medical Education and Research
- Method and system for zero-shot speaker-adaptive speech synthesis13 Aug 2026US 2026/0237377 A1NewSouth Innovations Pty Limited
Most cited
By later US patents
- Diagnostic systems and methods for predictive condition monitoring149US 7,308,385 B22007
- Application of neural networks as an aid in medical diagnosis and general anomaly detection148US 5,331,550 AE. I. Du Pont de Nemours and Company · 1994
- Perceptive system including a neural network145US 5,835,901 AMartin Marietta Corporation · 1998
- System and method for generating alerts through multi-variate data assessment143US 6,216,066 B1General Electric Company · 2001
- Graphical analysis to detect process object anomalies126US 7,926,026 B2Sap SE · 2011