JP2019502212A5 - - Google Patents

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JP2019502212A5
JP2019502212A5 JP2018536523A JP2018536523A JP2019502212A5 JP 2019502212 A5 JP2019502212 A5 JP 2019502212A5 JP 2018536523 A JP2018536523 A JP 2018536523A JP 2018536523 A JP2018536523 A JP 2018536523A JP 2019502212 A5 JP2019502212 A5 JP 2019502212A5
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JP2018536523A 2016-01-14 2017-01-13 コンピュータシステム、ニューラルネットワークシステム、方法、コンピュータ実行可能プログラム及び車両 Active JP6842466B2 (ja)

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US14/995,688 US10410113B2 (en) 2016-01-14 2016-01-14 Time series data adaptation and sensor fusion systems, methods, and apparatus
US14/995,688 2016-01-14
PCT/JP2017/001033 WO2017122784A1 (en) 2016-01-14 2017-01-13 Time series data adaptation and sensor fusion systems, methods, and apparatus

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JP2019502212A5 true JP2019502212A5 (enExample) 2020-02-06
JP6842466B2 JP6842466B2 (ja) 2021-03-17

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Families Citing this family (151)

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Publication number Priority date Publication date Assignee Title
US10891558B2 (en) * 2015-01-21 2021-01-12 Anodot Ltd. Creation of metric relationship graph based on windowed time series data for anomaly detection
US20220014555A1 (en) 2015-10-28 2022-01-13 Qomplx, Inc. Distributed automated planning and execution platform for designing and running complex processes
US10204147B2 (en) * 2016-04-05 2019-02-12 Fractal Industries, Inc. System for capture, analysis and storage of time series data from sensors with heterogeneous report interval profiles
US11570209B2 (en) 2015-10-28 2023-01-31 Qomplx, Inc. Detecting and mitigating attacks using forged authentication objects within a domain
US10410113B2 (en) * 2016-01-14 2019-09-10 Preferred Networks, Inc. Time series data adaptation and sensor fusion systems, methods, and apparatus
EP3432228A4 (en) * 2016-03-14 2019-04-10 Omron Corporation HOLDING DEVICE WITH EXPANDABILITY
US11009865B2 (en) 2016-05-09 2021-05-18 Strong Force Iot Portfolio 2016, Llc Methods and systems for a noise pattern data marketplace in an industrial internet of things environment
US10983507B2 (en) 2016-05-09 2021-04-20 Strong Force Iot Portfolio 2016, Llc Method for data collection and frequency analysis with self-organization functionality
US11327475B2 (en) 2016-05-09 2022-05-10 Strong Force Iot Portfolio 2016, Llc Methods and systems for intelligent collection and analysis of vehicle data
US11774944B2 (en) 2016-05-09 2023-10-03 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10303166B2 (en) * 2016-05-23 2019-05-28 nuTonomy Inc. Supervisory control of vehicles
GB2551172B (en) * 2016-06-08 2019-02-20 Sts Defence Ltd Predicting temperature rise event
US11237546B2 (en) 2016-06-15 2022-02-01 Strong Force loT Portfolio 2016, LLC Method and system of modifying a data collection trajectory for vehicles
US10460255B2 (en) * 2016-07-29 2019-10-29 Splunk Inc. Machine learning in edge analytics
US10536351B2 (en) 2016-07-29 2020-01-14 Splunk Inc. Analytics for edge devices
US11087236B2 (en) 2016-07-29 2021-08-10 Splunk Inc. Transmitting machine learning models to edge devices for edge analytics
US10929674B2 (en) * 2016-08-29 2021-02-23 Nec Corporation Dual stage attention based recurrent neural network for time series prediction
JP2018072968A (ja) * 2016-10-26 2018-05-10 セイコーエプソン株式会社 データ処理装置およびデータ処理方法
US10372132B2 (en) * 2016-12-12 2019-08-06 Apple Inc. Guidance of autonomous vehicles in destination vicinities using intent signals
US10481943B2 (en) * 2016-12-30 2019-11-19 Winmore, Inc. System and method for state machine management
US11432778B2 (en) * 2017-01-24 2022-09-06 General Electric Company Methods and systems for patient monitoring
CN110383299B (zh) * 2017-02-06 2023-11-17 渊慧科技有限公司 记忆增强的生成时间模型
US11640617B2 (en) * 2017-03-21 2023-05-02 Adobe Inc. Metric forecasting employing a similarity determination in a digital medium environment
WO2018180197A1 (ja) * 2017-03-28 2018-10-04 日本電気株式会社 データ解析装置、データ解析方法およびデータ解析プログラム
US10339421B2 (en) * 2017-03-30 2019-07-02 Toyota Motor Engineering & Manufacturing North America, Inc. RGB-D scene labeling with multimodal recurrent neural networks
WO2018224670A1 (en) 2017-06-09 2018-12-13 British Telecommunications Public Limited Company Anomaly detection in computer networks
EP3635932B1 (en) * 2017-06-09 2023-03-29 British Telecommunications public limited company Anomaly detection in computer networks
US11035227B2 (en) 2017-07-14 2021-06-15 The Board Of Regents Of The University Of Oklahoma Generating spectral responses of materials
US11403531B2 (en) * 2017-07-19 2022-08-02 Disney Enterprises, Inc. Factorized variational autoencoders
CN110073301A (zh) 2017-08-02 2019-07-30 强力物联网投资组合2016有限公司 工业物联网中具有大数据集的数据收集环境下的检测方法和系统
US10908602B2 (en) 2017-08-02 2021-02-02 Strong Force Iot Portfolio 2016, Llc Systems and methods for network-sensitive data collection
CN107349489B (zh) * 2017-08-04 2020-12-01 佛山科学技术学院 一种基于神经网络的输液滴速确定方法及系统
US11481625B2 (en) * 2017-08-04 2022-10-25 Nokia Technologies Oy Artificial neural network
CN109521725A (zh) * 2017-09-20 2019-03-26 西门子公司 检测异常数据的方法、装置和设备以及机器可读介质
JP6967936B2 (ja) * 2017-10-16 2021-11-17 株式会社ブリヂストン タイヤの使用履歴データからの異常データ検出方法とその装置
US10592368B2 (en) 2017-10-26 2020-03-17 International Business Machines Corporation Missing values imputation of sequential data
GB2567850B (en) * 2017-10-26 2020-11-04 Gb Gas Holdings Ltd Determining operating state from complex sensor data
EP3710989A1 (en) * 2017-11-13 2020-09-23 Bios Health Ltd Neural interface
US11157782B2 (en) * 2017-11-16 2021-10-26 International Business Machines Corporation Anomaly detection in multidimensional time series data
EP3552076B1 (en) * 2017-11-21 2023-08-30 Google LLC Low-power ambient computing system with machine learning
US11120127B2 (en) * 2017-12-27 2021-09-14 Nec Corporation Reconstruction-based anomaly detection
US10755115B2 (en) * 2017-12-29 2020-08-25 Here Global B.V. Method, apparatus, and system for generating synthetic image data for machine learning
CN111602149B (zh) * 2018-01-30 2024-04-02 D5Ai有限责任公司 自组织偏序网络
US11537870B1 (en) 2018-02-07 2022-12-27 Perceive Corporation Training sparse networks with discrete weight values
US11131713B2 (en) * 2018-02-21 2021-09-28 Nec Corporation Deep learning approach for battery aging model
US11080127B1 (en) * 2018-02-28 2021-08-03 Arizona Public Service Company Methods and apparatus for detection of process parameter anomalies
KR101967339B1 (ko) * 2018-03-06 2019-04-09 단국대학교 산학협력단 심층학습 기반의 adas 센서 고장 진단 및 백업을 위한 장치 및 방법
DE102018205248B4 (de) * 2018-04-09 2024-08-22 Bayerische Motoren Werke Aktiengesellschaft Fusionssystem zur Fusion von Umfeldinformation für ein Kraftfahrzeug
US10771488B2 (en) 2018-04-10 2020-09-08 Cisco Technology, Inc. Spatio-temporal anomaly detection in computer networks using graph convolutional recurrent neural networks (GCRNNs)
US12248877B2 (en) * 2018-05-23 2025-03-11 Movidius Ltd. Hybrid neural network pruning
US10831631B2 (en) * 2018-06-28 2020-11-10 International Business Machines Corporation Continuous time alignment of a collection of independent sensors
US11169514B2 (en) * 2018-08-27 2021-11-09 Nec Corporation Unsupervised anomaly detection, diagnosis, and correction in multivariate time series data
KR102461631B1 (ko) * 2018-09-12 2022-10-31 삼성에스디에스 주식회사 데이터의 결측치 보정 방법 및 장치
WO2020086417A1 (en) * 2018-10-22 2020-04-30 Btech Inc. Detecting battery changeout
KR20210006926A (ko) * 2018-10-30 2021-01-19 모셔널 에이디 엘엘씨 자율 주행 차량에서의 리던던시
CN111126556B (zh) * 2018-10-31 2023-07-25 百度在线网络技术(北京)有限公司 人工神经网络模型的训练方法和装置
JP7408653B2 (ja) * 2018-11-09 2024-01-05 オギュリィ システムズ リミテッド 非定常性機械性能の自動分析
US11880769B2 (en) * 2018-11-14 2024-01-23 Advanced Micro Devices, Inc. Using multiple functional blocks for training neural networks
US11416733B2 (en) 2018-11-19 2022-08-16 Google Llc Multi-task recurrent neural networks
KR102174608B1 (ko) * 2018-11-27 2020-11-05 공주대학교 산학협력단 기계 학습 기반의 채무불이행 예측 장치 및 방법
CN113396457A (zh) * 2018-11-29 2021-09-14 珍纳瑞公司 用于生物物理建模和响应预测的系统、方法和装置
US11664108B2 (en) 2018-11-29 2023-05-30 January, Inc. Systems, methods, and devices for biophysical modeling and response prediction
KR102592830B1 (ko) 2018-12-05 2023-10-23 현대자동차주식회사 차량용 센서퓨전 타겟 예측 장치 및 그의 센서 퓨전 타겟 예측 방법과 그를 포함하는 차량
WO2020118408A1 (en) * 2018-12-11 2020-06-18 The Toronto-Dominion Bank Regularization of recurrent machine-learned architectures
US11995854B2 (en) * 2018-12-19 2024-05-28 Nvidia Corporation Mesh reconstruction using data-driven priors
WO2020158032A1 (ja) * 2019-01-28 2020-08-06 日本電信電話株式会社 推定装置、学習装置、それらの方法、およびプログラム
JP2022518455A (ja) * 2019-01-29 2022-03-15 アクリマ・インコーポレーテッド 車両の環境質管理のためのセンサおよびデータプラットフォーム
US11126179B2 (en) * 2019-02-21 2021-09-21 Zoox, Inc. Motion prediction based on appearance
US11106977B2 (en) * 2019-02-22 2021-08-31 Stratuscent Inc. Systems and methods for learning across multiple chemical sensing units using a mutual latent representation
JP7308476B2 (ja) * 2019-02-28 2023-07-14 国立大学法人 奈良先端科学技術大学院大学 情報処理装置、情報処理方法、および情報処理プログラム
WO2020186509A1 (en) 2019-03-21 2020-09-24 Hangzhou Fabu Technology Co. Ltd A scalable data fusion architecture and related products
DE102019203953A1 (de) * 2019-03-22 2020-09-24 Zf Friedrichshafen Ag Verfahren und Vorrichtung zur Ermittlung eines trainierten Entscheidungsnetzwerks
AU2020253345B2 (en) * 2019-03-29 2025-04-24 Venn Biosciences Corporation Automated detection of boundaries in mass spectrometry data
WO2020202316A1 (ja) * 2019-03-29 2020-10-08 三菱電機株式会社 モデル予測制御装置、モデル予測制御プログラム、モデル予測制御システムおよびモデル予測制御方法
US12112254B1 (en) 2019-04-25 2024-10-08 Perceive Corporation Optimizing loss function during training of network
US11531879B1 (en) 2019-04-25 2022-12-20 Perceive Corporation Iterative transfer of machine-trained network inputs from validation set to training set
US11610154B1 (en) 2019-04-25 2023-03-21 Perceive Corporation Preventing overfitting of hyperparameters during training of network
US11900238B1 (en) 2019-04-25 2024-02-13 Perceive Corporation Removing nodes from machine-trained network based on introduction of probabilistic noise during training
US11176493B2 (en) 2019-04-29 2021-11-16 Google Llc Virtualizing external memory as local to a machine learning accelerator
CN110175425B (zh) * 2019-05-31 2023-02-21 重庆大学 一种基于mmalstm的齿轮剩余寿命的预测方法
EP3748544A1 (en) * 2019-06-03 2020-12-09 IMRA Europe S.A.S. Mixture distribution estimation for future prediction
WO2020252784A1 (zh) * 2019-06-21 2020-12-24 西门子股份公司 电力负荷数据的预测方法、装置及存储介质
US11169506B2 (en) * 2019-06-26 2021-11-09 Cisco Technology, Inc. Predictive data capture with adaptive control
US11125386B2 (en) * 2019-07-15 2021-09-21 Consolidated Edison Company Of New York, Inc. Sensor for steam trap and method of operation
US11222287B2 (en) 2019-07-25 2022-01-11 International Business Machines Corporation Machine learning for failure event identification and prediction
US11966840B2 (en) * 2019-08-15 2024-04-23 Noodle Analytics, Inc. Deep probabilistic decision machines
JP7778466B2 (ja) * 2019-08-16 2025-12-02 ネイバー コーポレーション データ処理方法、プログラム、データ処理装置
JP7371856B2 (ja) * 2019-08-27 2023-10-31 Jr東日本コンサルタンツ株式会社 移動体動線検出システム
US20220242446A1 (en) * 2019-09-02 2022-08-04 Mitsubishi Electric Corporation Automatic driving control device and automatic driving control method
CN114402335B (zh) * 2019-09-11 2025-07-11 维萨国际服务协会 用于管理模型更新的方法、系统和计算机程序产品
US11294756B1 (en) * 2019-09-19 2022-04-05 Amazon Technologies, Inc. Anomaly detection in a network
JP7230755B2 (ja) * 2019-09-26 2023-03-01 いすゞ自動車株式会社 モデル作成装置及びモデル作成方法
JP7163894B2 (ja) * 2019-09-26 2022-11-01 いすゞ自動車株式会社 モデル作成装置及びモデル作成方法
JP7102080B2 (ja) * 2019-09-27 2022-07-19 Kddi株式会社 未来の潜在表現を予測するエンコーダのプログラム、装置及び方法
US11235784B2 (en) * 2019-10-11 2022-02-01 Augmented Radar Imaging, Inc. Selective control transition based on situational awareness
CN110766140A (zh) * 2019-10-22 2020-02-07 电子科技大学 一种基于XGBoost与LSTM的多传感器实时威胁等级分类方法
US11657290B2 (en) * 2019-10-28 2023-05-23 Robert Bosch Gmbh System and method with a robust deep generative model
US10832554B1 (en) 2019-11-13 2020-11-10 International Business Machines Corporation Sensor vectors based on activations of sensors with attributes
US11915123B2 (en) * 2019-11-14 2024-02-27 International Business Machines Corporation Fusing multimodal data using recurrent neural networks
CN110909826A (zh) * 2019-12-10 2020-03-24 新奥数能科技有限公司 一种能源设备的诊断监测方法、装置及电子设备
CN114341924A (zh) 2019-12-17 2022-04-12 谷歌有限责任公司 低功率视觉感测
JP7212609B2 (ja) * 2019-12-18 2023-01-25 Kddi株式会社 予測プログラム、学習装置、予測装置、及び予測方法
US11891087B2 (en) * 2019-12-20 2024-02-06 Uatc, Llc Systems and methods for generating behavioral predictions in reaction to autonomous vehicle movement
EP3886428A1 (en) 2020-03-24 2021-09-29 Canon Kabushiki Kaisha System and edge device
US11556855B2 (en) 2020-03-31 2023-01-17 Sap Se Variational autoencoding for anomaly detection
KR102470431B1 (ko) 2020-04-13 2022-11-25 한국전자통신연구원 불규칙한 시간 간격을 갖는 시계열 데이터의 처리 장치 및 이의 동작 방법
JP7480322B2 (ja) * 2020-04-30 2024-05-09 新華三技術有限公司 デバイス保護方法及びデバイス
US11681914B2 (en) 2020-05-08 2023-06-20 International Business Machines Corporation Determining multivariate time series data dependencies
US12100224B1 (en) 2020-05-21 2024-09-24 Zoox, Inc. Key point detection
US12236705B1 (en) 2020-05-21 2025-02-25 Zoox, Inc. Pedestrian attribute and gesture detection
KR102333271B1 (ko) * 2020-06-10 2021-11-30 경상국립대학교산학협력단 인공 신경망 모델 내 은닉단위의 상관성을 이용한 은닉단위 개수 선정방법 및 이를 이용한 수문기후변수 예측방법
CN111950467B (zh) * 2020-08-14 2021-06-25 清华大学 基于注意力机制的融合网络车道线检测方法及终端设备
CN112164153A (zh) * 2020-09-22 2021-01-01 厦门德威智联科技有限公司 一种ai边缘计算故障诊断器
US20220138537A1 (en) * 2020-11-02 2022-05-05 International Business Machines Corporation Probabilistic nonlinear relationships cross-multi time series and external factors for improved multivariate time series modeling and forecasting
JP7672810B2 (ja) * 2020-11-27 2025-05-08 ロベルト・ボッシュ・ゲゼルシャフト・ミト・ベシュレンクテル・ハフツング データ分析装置及びデータ分析方法
CN112580702B (zh) * 2020-12-10 2024-01-23 深圳技术大学 多传感器协同感知方法及装置
KR102799775B1 (ko) * 2020-12-11 2025-04-25 한국과학기술원 다중 분산 데이터베이스 환경에서 이종 데이터세트의 임베딩 벡터를 이용한 딥 러닝 학습
CN112633584B (zh) * 2020-12-29 2022-06-21 中国地质大学(武汉) 基于改进的LSTM-seq2seq模型的河流突发水污染事故水质预测方法
JP2022112917A (ja) * 2021-01-22 2022-08-03 i-PRO株式会社 監視カメラおよび学習モデル設定支援システム
CN112986941B (zh) * 2021-02-08 2022-03-04 天津大学 一种雷达目标微动特征提取方法
US12195040B1 (en) 2021-03-29 2025-01-14 Zoox, Inc. Graph generation by a generative adversarial network
US12065140B1 (en) * 2021-03-29 2024-08-20 Zoox, Inc. Object trajectory determination
US11867806B2 (en) * 2021-06-04 2024-01-09 Robert Bosch Gmbh Synthetic aperture acoustic imaging with deep generative model
US20220394957A1 (en) * 2021-06-09 2022-12-15 X Development Llc Sensor data processing
WO2022266928A1 (zh) * 2021-06-24 2022-12-29 中山大学 代谢特征谱推断方法、系统、计算机设备及存储介质
KR102655933B1 (ko) * 2021-07-06 2024-04-11 한국전자통신연구원 데이터 증강 방법 및 장치
US20230025848A1 (en) * 2021-07-22 2023-01-26 International Business Machines Corporation Simulating weather scenarios and predictions of extreme weather
CN113554105B (zh) * 2021-07-28 2023-04-18 桂林电子科技大学 一种基于时空融合的物联网缺失数据补全方法
US20230070443A1 (en) * 2021-08-27 2023-03-09 Nec Laboratories America, Inc. Contrastive time series representation learning via meta-learning
US20230083161A1 (en) * 2021-09-16 2023-03-16 Accenture Global Solutions Limited Systems and methods for low latency analytics and control of devices via edge nodes and next generation networks
US12045046B2 (en) * 2021-10-04 2024-07-23 Falkonry Inc. Managing machine operations using encoded multi-scale time series data
US12481253B2 (en) 2021-11-11 2025-11-25 Saudi Arabian Oil Company Method and system for determining steam trap data using machine learning
US12149550B2 (en) 2021-12-08 2024-11-19 L3Harris Technologies, Inc. Systems and methods of network security anomaly detection
US12249158B2 (en) 2021-12-15 2025-03-11 Automotive Research & Testing Center Object detection method
US12190525B2 (en) 2021-12-15 2025-01-07 L3Harris Technologies, Inc. Systems and methods of aviation data communication anomaly detection, as in air traffic control surveillance systems
CN116401537A (zh) * 2021-12-22 2023-07-07 中国科学院信息工程研究所 基于多任务的网络多元时间流量序列异常检测方法及装置
CN114282724A (zh) * 2021-12-24 2022-04-05 中山职业技术学院 水产养殖水体水质预测系统和方法
US12367661B1 (en) 2021-12-29 2025-07-22 Amazon Technologies, Inc. Weighted selection of inputs for training machine-trained network
WO2023149236A1 (ja) * 2022-02-04 2023-08-10 国立大学法人大阪大学 学習装置、予測装置、学習方法、予測方法、学習プログラム及び予測プログラム
US12007832B2 (en) 2022-02-25 2024-06-11 Bank Of America Corporation Restoring a system by load switching to an alternative cloud instance and self healing
US12061465B2 (en) 2022-02-25 2024-08-13 Bank Of America Corporation Automatic system anomaly detection
US20230325654A1 (en) * 2022-04-07 2023-10-12 Qualcomm Incorporated Scalable deep learning design for missing input features
US12443865B2 (en) 2022-07-26 2025-10-14 Eagle Technology, Llc Automatic dependent surveillance broadcast (ADS-B) system providing anomaly detection and related methods
US12271256B2 (en) 2022-10-28 2025-04-08 Falkonry Inc. Anomaly diagnosis for time series data
US20240395028A1 (en) 2023-05-26 2024-11-28 Snap Inc. Latent diffusion model autodecoders
US12457151B2 (en) 2023-08-31 2025-10-28 Oracle International Corporation Multivariate and multi-timescale anomaly detection
EP4553709A1 (en) 2023-11-08 2025-05-14 Cumulocity GmbH A method for training a machine learning model and a method for healing and/or completing and/or accuracy-increasing of sensor data
CN117793579B (zh) * 2024-02-23 2024-05-28 西安拓米网络科技有限公司 基于物联网的计量设备远程监测管理方法及系统
US20250315520A1 (en) * 2024-04-04 2025-10-09 GM Global Technology Operations LLC Detecting model inversion attacks in federated learning
CN118795521B (zh) * 2024-09-12 2024-11-22 中交星宇科技有限公司 基于卫星定位和通信数传的移动目标监控系统
CN119091686B (zh) * 2024-11-07 2025-01-28 厦门路桥信息股份有限公司 一种基于多智能体强化学习的碰撞预测方法及系统

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0973440A (ja) * 1995-09-06 1997-03-18 Fujitsu Ltd コラム構造の再帰型ニューラルネットワークによる時系列トレンド推定システムおよび方法
JP5142135B2 (ja) * 2007-11-13 2013-02-13 インターナショナル・ビジネス・マシーンズ・コーポレーション データを分類する技術
EP2442239A4 (en) * 2009-06-30 2015-06-03 Ibm SYSTEM, METHOD AND PROGRAM FOR CALCULATING DIAGRAM MOLECULARITIES
TWI515522B (zh) * 2010-12-28 2016-01-01 萬國商業機器公司 測定系統情況的方法、電腦程式及電腦
JP5901140B2 (ja) * 2011-05-17 2016-04-06 インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Machines Corporation システムの高い可用性のためにセンサデータを補間する方法、コンピュータプログラム、システム。
DE112012003110B4 (de) * 2011-07-25 2025-07-24 International Business Machines Corporation Verfahren, Programmprodukt und System zur Datenidentifizierung
CN103930912A (zh) * 2011-11-08 2014-07-16 国际商业机器公司 时序数据分析方法、系统和计算机程序
JP5911101B2 (ja) * 2012-08-30 2016-04-27 日本電信電話株式会社 音響信号解析装置、方法、及びプログラム
US9990587B2 (en) * 2015-01-22 2018-06-05 Preferred Networks, Inc. Machine learning heterogeneous edge device, method, and system
JP5816771B1 (ja) * 2015-06-08 2015-11-18 株式会社Preferred Networks 学習装置ユニット
US10460251B2 (en) * 2015-06-19 2019-10-29 Preferred Networks Inc. Cross-domain time series data conversion apparatus, methods, and systems
DE102016008987B4 (de) * 2015-07-31 2021-09-16 Fanuc Corporation Maschinenlernverfahren und Maschinenlernvorrichtung zum Lernen von Fehlerbedingungen, und Fehlervorhersagevorrichtung und Fehlervorhersagesystem, das die Maschinenlernvorrichtung einschließt
US10410113B2 (en) * 2016-01-14 2019-09-10 Preferred Networks, Inc. Time series data adaptation and sensor fusion systems, methods, and apparatus

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