JP7272455B2 - 検出方法、検出プログラム及び情報処理装置 - Google Patents
検出方法、検出プログラム及び情報処理装置 Download PDFInfo
- Publication number
- JP7272455B2 JP7272455B2 JP2021553208A JP2021553208A JP7272455B2 JP 7272455 B2 JP7272455 B2 JP 7272455B2 JP 2021553208 A JP2021553208 A JP 2021553208A JP 2021553208 A JP2021553208 A JP 2021553208A JP 7272455 B2 JP7272455 B2 JP 7272455B2
- Authority
- JP
- Japan
- Prior art keywords
- data
- training data
- inspector
- input
- class
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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
- G06N3/084—Backpropagation, e.g. using gradient descent
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
- G06F18/2178—Validation; Performance evaluation; Active pattern learning techniques based on feedback of a supervisor
- G06F18/2185—Validation; Performance evaluation; Active pattern learning techniques based on feedback of a supervisor the supervisor being an automated module, e.g. intelligent oracle
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
- G06F18/2193—Validation; Performance evaluation; Active pattern learning techniques based on specific statistical tests
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/243—Classification techniques relating to the number of classes
- G06F18/2431—Multiple classes
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/245—Classification techniques relating to the decision surface
- G06F18/2453—Classification techniques relating to the decision surface non-linear, e.g. polynomial classifier
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
- G06N5/045—Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligence
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Life Sciences & Earth Sciences (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Software Systems (AREA)
- Mathematical Physics (AREA)
- Computing Systems (AREA)
- Medical Informatics (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Health & Medical Sciences (AREA)
- Nonlinear Science (AREA)
- Probability & Statistics with Applications (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2019/041547 WO2021079436A1 (ja) | 2019-10-23 | 2019-10-23 | 検出方法、検出プログラム及び情報処理装置 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JPWO2021079436A1 JPWO2021079436A1 (https=) | 2021-04-29 |
| JPWO2021079436A5 JPWO2021079436A5 (https=) | 2022-04-27 |
| JP7272455B2 true JP7272455B2 (ja) | 2023-05-12 |
Family
ID=75619701
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2021553208A Active JP7272455B2 (ja) | 2019-10-23 | 2019-10-23 | 検出方法、検出プログラム及び情報処理装置 |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US20220230027A1 (https=) |
| JP (1) | JP7272455B2 (https=) |
| WO (1) | WO2021079436A1 (https=) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113269139B (zh) * | 2021-06-18 | 2023-09-26 | 中电科大数据研究院有限公司 | 一种针对复杂场景的自学习大规模警员图像分类模型 |
| WO2024047758A1 (ja) * | 2022-08-30 | 2024-03-07 | 富士通株式会社 | 訓練データ分布推定プログラム、装置、及び方法 |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2019139010A (ja) | 2018-02-08 | 2019-08-22 | 日本電信電話株式会社 | 音声認識精度劣化要因推定装置、音声認識精度劣化要因推定方法、プログラム |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9165051B2 (en) * | 2010-08-24 | 2015-10-20 | Board Of Trustees Of The University Of Illinois | Systems and methods for detecting a novel data class |
| US9031897B2 (en) * | 2012-03-23 | 2015-05-12 | Nuance Communications, Inc. | Techniques for evaluation, building and/or retraining of a classification model |
| EP3459022A4 (en) * | 2016-05-16 | 2020-02-19 | Purepredictive, Inc. | Predictive drift detection and correction |
| US20180307741A1 (en) * | 2017-04-25 | 2018-10-25 | Intel Corporation | Filtering training data for simpler rbf models |
-
2019
- 2019-10-23 WO PCT/JP2019/041547 patent/WO2021079436A1/ja not_active Ceased
- 2019-10-23 JP JP2021553208A patent/JP7272455B2/ja active Active
-
2022
- 2022-04-06 US US17/714,823 patent/US20220230027A1/en not_active Abandoned
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2019139010A (ja) | 2018-02-08 | 2019-08-22 | 日本電信電話株式会社 | 音声認識精度劣化要因推定装置、音声認識精度劣化要因推定方法、プログラム |
Non-Patent Citations (1)
| Title |
|---|
| KIM, Youngin ほか,An Efficient Concept Drift Detection Method for Streaming Data under Limited Labeling,[オンライン],IEICE,2017年10月,pp.2537-2546,https://www.semanticscholar.org/paper/An-Efficient-Concept-Drift-Detection-Method-for-Kim-Park/f1529d882477b8310311bec06de6b9abec982327,DOI: 10.1587/transinf.2017EDP7091 |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2021079436A1 (ja) | 2021-04-29 |
| US20220230027A1 (en) | 2022-07-21 |
| JPWO2021079436A1 (https=) | 2021-04-29 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| TWI858141B (zh) | 產品分類系統及方法 | |
| CN115315731B (zh) | 用于图像分类的自适应学习 | |
| US11347972B2 (en) | Training data generation method and information processing apparatus | |
| US20210232966A1 (en) | System and method for improving machine learning models based on confusion error evaluation | |
| JP7400827B2 (ja) | 検出方法、検出プログラムおよび情報処理装置 | |
| JP7306469B2 (ja) | 検出方法、検出プログラムおよび情報処理装置 | |
| CN110008079A (zh) | 监控指标异常检测方法、模型训练方法、装置及设备 | |
| US20210125068A1 (en) | Method for training neural network | |
| JP2020198092A (ja) | 教師なし異常検出及び高次元センサデータの多数決投票による原因説明のための方法及びシステム | |
| JP7276487B2 (ja) | 作成方法、作成プログラム及び情報処理装置 | |
| US20220215294A1 (en) | Detection method, computer-readable recording medium, and computng system | |
| Stoyanov et al. | Predictive analytics methodology for smart qualification testing of electronic components | |
| JP7272455B2 (ja) | 検出方法、検出プログラム及び情報処理装置 | |
| JP7424507B2 (ja) | 検知プログラム、検知方法および検知装置 | |
| CN111104955A (zh) | 为一作业环境检测影响因子的装置及方法 | |
| US20220237459A1 (en) | Generation method, computer-readable recording medium storing generation program, and information processing apparatus | |
| US20220215272A1 (en) | Deterioration detection method, computer-readable recording medium storing deterioration detection program, and information processing apparatus | |
| WO2021079485A1 (ja) | 生成方法、生成プログラムおよび情報処理装置 | |
| JP7448026B2 (ja) | 検知プログラム、モデル生成プログラム、検知方法、モデル生成方法、検知装置及びモデル生成装置 | |
| JP7268755B2 (ja) | 作成方法、作成プログラムおよび情報処理装置 | |
| US20240303543A1 (en) | Model training method and model training apparatus | |
| CN115392403B (zh) | 一种异常变更检测方法、装置、设备及存储介质 | |
| US20220237463A1 (en) | Generation method, computer-readable recording medium storing generation program, and information processing apparatus | |
| US20220222582A1 (en) | Generation method, computer-readable recording medium storing generation program, and information processing apparatus | |
| KR20260054733A (ko) | 부품, 센서, 및 계측 데이터 통합 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20220215 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20220215 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20230328 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20230410 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 7272455 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |