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The Time Sequence Data Mining Techniques Based on Grey System Theory

Liu Bin,Liu Sifeng,Dang Yaoguo

Strategic Study of CAE 2003, Volume 5, Issue 9,   Pages 32-35

Abstract:

This paper expatiates the thoughts of data mining with embedded knowledge and the techniques statusquo of data mining.Based on the thoughts and the grey system (GS) theory, it proposes the GS-based data mining method set(GDMS) for time sequence first.

Keywords： grey system theories     embedded knowledge     time sequeke data mining     GDMS     forecast    

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FAAD: an unsupervised fast and accurate anomaly detectionmethod for amulti-dimensional sequence overdata stream Regular Papers

Bin LI, Yi-jie WANG, Dong-sheng YANG, Yong-mou LI, Xing-kong MA

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 3,   Pages 388-404 doi: 10.1631/FITEE.1800038

Abstract: Sequence data in these fields are usually multi-dimensional over the data stream.It is a challenge to design an anomaly detection method for a multi-dimensional sequence over the dataIt is because: (1) Redundant dimensions in sequence data and large state space lead to a poor abilityfor sequence modeling; (2) Anomaly detection cannot adapt to the high-speed nature of the data streamTo improve the performance of anomaly detection for a multi-dimensional sequence over the data stream

Keywords： Data stream     Multi-dimensional sequence     Anomaly detection     Concept drift     Feature selection    

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Ant colony optimization for assembly sequence planning based on parameters optimization

Zunpu HAN, Yong WANG, De TIAN

Frontiers of Mechanical Engineering 2021, Volume 16, Issue 2,   Pages 393-409 doi: 10.1007/s11465-020-0613-3

Abstract: As an important part of product design and manufacturing, assembly sequence planning (ASP) has a considerabletypical NP-complete problem that requires effective methods to find the optimal or near-optimal assembly sequenceThe assembly constraints and rules guarantee to obtain a reasonable assembly sequence.SOS) and ant colony optimization (ACO) is proposed to calculate the optimal or near-optimal assembly sequenceSOS-ACO is also robust in identifying the best assembly sequence in nearly every experiment.

Keywords： assembly sequence planning     ant colony optimization     symbiotic organisms search     parameter optimization    

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Improvement on Degree of Grey Slope Incidence

Dang Yaoguo,Liu Sifeng,Liu Bin,Mi Chuanmin

Strategic Study of CAE 2004, Volume 6, Issue 3,   Pages 41-44

Abstract:

Several non-dimensionalization changings of single-index data sequence and their characteristics areThe improved one can reflect the positive and negative relation of sequence and by the model the valuecoefficient of grey incidence does not change with any non-dimensionalization processing on the raw sequence

Keywords： degree of grey incidence     slope     non-dimensionalization changing     data sequence    

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The age measurese and its layer sequence stratigraphy of Late Quaternary sediment in Lushan Dajiaochang

Hu Dongsheng,Hu Rong,Li Xiaoyu,Hu Wenxuan,Wang Xulong,Tian Xinhong,Liu Weiguo,Zhang Guowei

Strategic Study of CAE 2012, Volume 14, Issue 11,   Pages 36-43

Abstract: are analysis, they constituted the whole geologic strata of the complete section from the series age dataThat also combined the layer sequence geologic strata and the layer type characteristics and sink to

Keywords： sediment of late quaternary period     various dating data     layer type sequence and synthesis age     gyrational    

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The research of grey clustering decision of assembly sequence based on petri net

Mo Qian,Luo Yi

Strategic Study of CAE 2008, Volume 10, Issue 11,   Pages 65-68

Abstract: according to the intuitionistic graphics mode characteristics of petri net, and gets feasible assembly sequenceMost of factors influencing assembly sequence are certainly qualitative, fuzzy, non-numerical, assemblysequence is regarded as a gray system, and grey clustering decision method is adopted to evaluate feasibleassembly sequence.

Keywords： assembly sequence     petri net     grey clustering decision method    

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Analysis of dispatching rules in a stochastic dynamic job shop manufacturing system with sequence-dependent

Pankaj SHARMA,Ajai JAIN

Frontiers of Mechanical Engineering 2014, Volume 9, Issue 4,   Pages 380-389 doi: 10.1007/s11465-014-0315-9

Abstract:

Stochastic dynamic job shop scheduling problem with consideration of sequence-dependent setup times

Keywords： scheduling     stochastic dynamic job shop     sequence-dependent setup times     dispatching rule     simulation    

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Transforming bacterial disease surveillance and investigation using whole-genome sequence to probe the

Biao Kan, Haijian Zhou, Pengcheng Du, Wen Zhang, Xin Lu, Tian Qin, Jianguo Xu

Frontiers of Medicine 2018, Volume 12, Issue 1,   Pages 23-33 doi: 10.1007/s11684-017-0607-7

Abstract: Wide applications of genome sequencing and data sharing in infectious disease surveillance networks will

Keywords： genome sequencing     genomic epidemiology     bacteria     surveillance     infectious diseases    

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A novel sequence batch membrane carbonation photobioreactor developed for microalgae cultivation

Caiyun Hou, Sen Qiao, Yue Yang, Jiti Zhou

Frontiers of Environmental Science & Engineering 2019, Volume 13, Issue 6, doi: 10.1007/s11783-019-1176-6

Abstract: In this study, a novel sequence batch membrane carbonation photobioreactor was developed for microalgae

Keywords： Membrane carbonation     SBM-C-PBR     Cultivate microalgae     Membrane fouling    

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Assembly design system based on engineering connection

Wensheng YIN

Frontiers of Mechanical Engineering 2016, Volume 11, Issue 4,   Pages 423-432 doi: 10.1007/s11465-016-0382-1

Abstract: this model can significantly reduce the number of combinations, and is very favorable for the assembly sequence

Keywords： product design     assembly design     engineering connection     assembly sequence planning    

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Characterization of the dissolved organic matter in sewage effluent of sequence batch reactor: the impact

Jin GUO, Feng SHENG, Jianhua GUO, Xiong YANG, Mintao MA, Yongzhen PENG

Frontiers of Environmental Science & Engineering 2012, Volume 6, Issue 2,   Pages 280-287 doi: 10.1007/s11783-011-0336-0

Abstract: Dissolved organic matter (DOM) transformation in sequence batch reactor (SBR) fed with carbon sources

Keywords： effluent organic matter (EfOM)     extracellular polymeric substance (EPS)     molecular weight distribution (MWD)     hydrophobic     hydrophilic     excitation emission matrices (EEM)    

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denitrifying phosphorus removal in a predenitrification anaerobic/anoxic/post-aeration+ nitrification sequence

Weihua Zhao, Meixiang Wang, Jianwei Li, Yu Huang, Baikun Li, Cong Pan, Xiyao Li, Yongzhen Peng

Frontiers of Environmental Science & Engineering 2020, Volume 14, Issue 3, doi: 10.1007/s11783-020-1233-1

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Determination of lifting sequence of steel box girders of suspension main bridge of Taizhou Bridge

Wang Jun and Liang Jinda

Strategic Study of CAE 2012, Volume 14, Issue 5,   Pages 41-45

Abstract: This article determines the proper lifting sequence of steel box girders of this threetower suspensionbridge by analyzing the effect of steel box girders lifting sequence on structural system and difficulty

Keywords： three tower two pan suspension bridge     steel box girder     lifting sequence    

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Conjugation with Acridines Turns Nuclear Localization Sequence into Highly Active Antimicrobial Peptide Artical

Wei Zhang,Xiaoli Yang,Jingjing Song,Xin Zheng,Jianbo Chen,Panpan Ma,Bangzhi Zhang,Rui Wang

Engineering 2015, Volume 1, Issue 4,   Pages 500-505 doi: 10.15302/J-ENG-2015106

Abstract: Acr3-NLS, by conjugating hydrophobic acridines to the N-terminus of a nuclear localization sequence

Keywords： acridine     nuclear localization sequence     conjugate     antimicrobial activity     mechanism of action    

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A belated revelation: from gastroesophageal reflux derived asthma to laryngotracheal irritation even spasm

WANG Zhonggao

Frontiers of Medicine 2008, Volume 2, Issue 2,   Pages 127-129 doi: 10.1007/s11684-008-0023-0

Abstract: The pathogenesis of “asthma” is not asthma, but laryngotracheal irritation/spasm and its sequence.

Keywords： laryngotracheal irritation/spasm     gastro-oesophago-laryngo-tracheal     sequence     fundaplication     encouraging    

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Title Author Date Type Operation

The Time Sequence Data Mining Techniques Based on Grey System Theory

Liu Bin,Liu Sifeng,Dang Yaoguo

Journal Article

FAAD: an unsupervised fast and accurate anomaly detectionmethod for amulti-dimensional sequence overdata stream

Bin LI, Yi-jie WANG, Dong-sheng YANG, Yong-mou LI, Xing-kong MA

Journal Article

Ant colony optimization for assembly sequence planning based on parameters optimization

Zunpu HAN, Yong WANG, De TIAN

Journal Article

Improvement on Degree of Grey Slope Incidence

Dang Yaoguo,Liu Sifeng,Liu Bin,Mi Chuanmin

Journal Article

The age measurese and its layer sequence stratigraphy of Late Quaternary sediment in Lushan Dajiaochang

Hu Dongsheng,Hu Rong,Li Xiaoyu,Hu Wenxuan,Wang Xulong,Tian Xinhong,Liu Weiguo,Zhang Guowei

Journal Article

The research of grey clustering decision of assembly sequence based on petri net

Mo Qian,Luo Yi

Journal Article

Analysis of dispatching rules in a stochastic dynamic job shop manufacturing system with sequence-dependent

Pankaj SHARMA,Ajai JAIN

Journal Article

Transforming bacterial disease surveillance and investigation using whole-genome sequence to probe the

Biao Kan, Haijian Zhou, Pengcheng Du, Wen Zhang, Xin Lu, Tian Qin, Jianguo Xu

Journal Article

A novel sequence batch membrane carbonation photobioreactor developed for microalgae cultivation

Caiyun Hou, Sen Qiao, Yue Yang, Jiti Zhou

Journal Article

Assembly design system based on engineering connection

Wensheng YIN

Journal Article

Characterization of the dissolved organic matter in sewage effluent of sequence batch reactor: the impact

Jin GUO, Feng SHENG, Jianhua GUO, Xiong YANG, Mintao MA, Yongzhen PENG

Journal Article

denitrifying phosphorus removal in a predenitrification anaerobic/anoxic/post-aeration+ nitrification sequence

Weihua Zhao, Meixiang Wang, Jianwei Li, Yu Huang, Baikun Li, Cong Pan, Xiyao Li, Yongzhen Peng

Journal Article

Determination of lifting sequence of steel box girders of suspension main bridge of Taizhou Bridge

Wang Jun and Liang Jinda

Journal Article

Conjugation with Acridines Turns Nuclear Localization Sequence into Highly Active Antimicrobial Peptide

Wei Zhang,Xiaoli Yang,Jingjing Song,Xin Zheng,Jianbo Chen,Panpan Ma,Bangzhi Zhang,Rui Wang

Journal Article

A belated revelation: from gastroesophageal reflux derived asthma to laryngotracheal irritation even spasm

WANG Zhonggao

Journal Article