CN104969216B - 分级潜在变量模型估计设备 - Google Patents

分级潜在变量模型估计设备 Download PDF

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CN104969216B
CN104969216B CN201480007228.1A CN201480007228A CN104969216B CN 104969216 B CN104969216 B CN 104969216B CN 201480007228 A CN201480007228 A CN 201480007228A CN 104969216 B CN104969216 B CN 104969216B
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hierarchical
hierarchical latent
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latent variable
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CN104969216A (zh
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江藤力
藤卷辽平
森永聪
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NEC Corp
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    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/12—Classification; Matching
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G06N5/025—Extracting rules from data

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  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
CN201480007228.1A 2013-02-04 2014-01-08 分级潜在变量模型估计设备 Active CN104969216B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/758,267 2013-02-04
US13/758,267 US8909582B2 (en) 2013-02-04 2013-02-04 Hierarchical latent variable model estimation device, hierarchical latent variable model estimation method, and recording medium
PCT/JP2014/000038 WO2014119226A2 (en) 2013-02-04 2014-01-08 Hierarchical latent variable model estimation device

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CN104969216A CN104969216A (zh) 2015-10-07
CN104969216B true CN104969216B (zh) 2018-10-02

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US (2) US8909582B2 (enExample)
JP (1) JP6179598B2 (enExample)
CN (1) CN104969216B (enExample)
WO (1) WO2014119226A2 (enExample)

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US8909582B2 (en) * 2013-02-04 2014-12-09 Nec Corporation Hierarchical latent variable model estimation device, hierarchical latent variable model estimation method, and recording medium
US9324026B2 (en) * 2013-09-20 2016-04-26 Nec Corporation Hierarchical latent variable model estimation device, hierarchical latent variable model estimation method, supply amount prediction device, supply amount prediction method, and recording medium
US9355196B2 (en) * 2013-10-29 2016-05-31 Nec Corporation Model estimation device and model estimation method
US9489632B2 (en) * 2013-10-29 2016-11-08 Nec Corporation Model estimation device, model estimation method, and information storage medium
EP3196813A4 (en) 2014-09-03 2018-02-07 Nec Corporation Leave of absence prediction system, prediction rule learning device, prediction device, leave of absence prediction method, and computer-readable recording medium
US10885684B2 (en) 2014-10-21 2021-01-05 Nec Corporation Estimation results display system, estimation results display method, and estimation results display program
WO2016067483A1 (ja) 2014-10-28 2016-05-06 日本電気株式会社 推定結果表示システム、推定結果表示方法および推定結果表示プログラム
US10521715B1 (en) 2016-01-15 2019-12-31 Google Llc Long short-term memory cells with saturating gating functions
JP6243080B1 (ja) * 2017-08-03 2017-12-06 株式会社日立パワーソリューションズ プリプロセッサおよび異常予兆診断システム
EP3726437A4 (en) 2017-12-11 2020-12-16 NEC Corporation ERROR ANALYSIS DEVICE, ERROR ANALYSIS PROCEDURE AND ERROR ANALYSIS PROGRAM
CN108460177B (zh) * 2018-01-04 2020-06-23 浙江大学 一种大规模多状态串并联系统的可靠性近似计算方法
CN109598931B (zh) * 2018-11-30 2021-06-11 江苏智通交通科技有限公司 基于交通安全风险的群体划分与差异性分析方法及系统
CN109800342A (zh) * 2018-12-13 2019-05-24 中国科学院信息工程研究所 一种基于节点影响力的多关系网络数据量化表示方法
CN116126538A (zh) * 2019-03-07 2023-05-16 创新先进技术有限公司 业务处理方法、装置、设备及存储介质
WO2021079966A1 (ja) 2019-10-24 2021-04-29 日本電気株式会社 分析装置、制御方法、及びプログラム
CN112464039B (zh) * 2020-11-11 2024-07-09 新奥数能科技有限公司 树形结构的数据显示方法、装置、电子设备和介质
CN116011669A (zh) * 2023-02-07 2023-04-25 北京工业大学 一种二噁英排放浓度选择性集成预测系统及方法

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CN101438334A (zh) * 2006-03-03 2009-05-20 因瑞克斯有限公司 未来交通状况的动态时序预测
CN102496028A (zh) * 2011-11-14 2012-06-13 华中科技大学 一种复杂装备的事后维修故障分析方法
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US9043261B2 (en) 2012-05-31 2015-05-26 Nec Corporation Latent variable model estimation apparatus, and method
US8909582B2 (en) * 2013-02-04 2014-12-09 Nec Corporation Hierarchical latent variable model estimation device, hierarchical latent variable model estimation method, and recording medium

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CN101438334A (zh) * 2006-03-03 2009-05-20 因瑞克斯有限公司 未来交通状况的动态时序预测
US20120323834A1 (en) * 2010-03-03 2012-12-20 Nec Corporation Model selection device, model selection method and model selection program
CN102496028A (zh) * 2011-11-14 2012-06-13 华中科技大学 一种复杂装备的事后维修故障分析方法

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"Factorized Asymptotic Bayesian Inference for Mixture Modeling";Ryohei Fujimaki等;《Proceedings of the fifteenth international conference on artificial intelligence and statistics （AI STATS 2012）》;20120331;全文 *
"Hierarchical mixtures of experts and the EM algorithm";Michael I.Jordan等;《Proceedings of 1993 International Joint Conference on Neural Networks》;19931025;第2卷;全文 *

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JP2016509271A (ja) 2016-03-24
CN104969216A (zh) 2015-10-07
WO2014119226A3 (en) 2014-11-06
WO2014119226A2 (en) 2014-08-07
US20150088804A1 (en) 2015-03-26
JP6179598B2 (ja) 2017-08-16
US8909582B2 (en) 2014-12-09
US20140222741A1 (en) 2014-08-07

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