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Causal Inference Review

Kun Kuang, Lian Li, Zhi Geng, Lei Xu, Kun Zhang, Beishui Liao, Huaxin Huang, Peng Ding, Wang Miao, Zhichao Jiang

Engineering 2020, Volume 6, Issue 3,   Pages 253-263 doi: 10.1016/j.eng.2019.08.016

Abstract:

Causal inference is a powerful modeling tool for explanatory analysis, which might enable currentaspects of causal inference.Zhi Geng, "Causal potential theory" from Prof.Kun Zhang, "Formal argumentation in causal reasoning and explanation" from Profs.Wang Miao, and "Causal inference with interference" from Dr. Zhichao Jiang.

Keywords： Causal inference     Instructive variables     Negative control     Causal reasoning and explanation     Causal discovery    

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Indeterminacy Causal Inductive Automatic Reasoning Mechanism Based On Fuzzy State Describing

Yang Bingru,Tang Jing

Strategic Study of CAE 2000, Volume 2, Issue 5,   Pages 44-50

Abstract: synthetically process fuzzy indeterminacy and random indeterminacy and the generalized inductive logic causalOn this basis, the new logic indeterminate causal inductive automatic reasoning mechanism which is based

Keywords： language field     language value structure     generalized cell automation     generalized inductive logic causalmodel     automatic reasoning     intelligent controller    

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Study on explanation standard of oil’s gas and water layers of A block in Daqing Oilfield

Xu Tong

Strategic Study of CAE 2012, Volume 14, Issue 4,   Pages 83-87

Abstract: characters ”, that is lithology, physical character, oil-bearing and resistivity , and established the explanationdifferent logging curve values and the curve with the highest coincidence rate was chosen as final explanation

Keywords： “four characters”     coring     testing     logging     explanation standard    

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Characters of topological relations and its applications in spatial reasoning

Li Chengming and Liu Xiaoli

Strategic Study of CAE 2013, Volume 15, Issue 5,   Pages 14-19

Abstract: At last, the applications in spatial reasoning are proposed.

Keywords： topological relationship     composite of topological relations     spatial reasoning     algbra reasoning     logicalreasoning    

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Case-based reasoning for selection of the best practices in low-carbon city development

Zhenhua HUANG, Hongqin FAN, Liyin SHEN

Frontiers of Engineering Management 2019, Volume 6, Issue 3,   Pages 416-432 doi: 10.1007/s42524-019-0036-1

Abstract: This study introduces a case-based reasoning methodology for a specific city to select the best practices

Keywords： low-carbon city     carbon emission     best practices     case-based reasoning    

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A knowledge reasoning Fuzzy-Bayesian network for root cause analysis of abnormal aluminum electrolysis

Weichao Yue, Xiaofang Chen, Weihua Gui, Yongfang Xie, Hongliang Zhang

Frontiers of Chemical Science and Engineering 2017, Volume 11, Issue 3,   Pages 414-428 doi: 10.1007/s11705-017-1663-x

Abstract: of this, a method based on Fuzzy-Bayesian network to construct multi-source knowledge solidification reasoningfinding the abnormal state of root node, which has a maximum posterior probability by Bayesian diagnosis reasoningThe accuracy of the test results is up to 95%, which shows that the knowledge reasoning feasibility for

Keywords： aluminum electrolysis cell condition     Fuzzy-Bayesian network     multi-source knowledge solidification and reasoning    

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Explanation of Pathological Changes of Five Zang Organs in Wuxingshengke

吉良展,陈光曼

Strategic Study of CAE 2006, Volume 8, Issue 4,   Pages 94-94

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A New Evolution-reasoning Method in Conceptual Design Based on Extension Theory

Hao Yanwei,Liu Haisheng,Zhang Guoxian

Strategic Study of CAE 2003, Volume 5, Issue 5,   Pages 63-69

Abstract:

After existing study methods are analyzed, a new researching model for conceptual design based on extension and genetic algorithms was presented. The inner-model and outer-model of product project were set up with matter elements. In genetic algorithms the coding for individual, the means for cross-over and mutation were all founded based on the inner-model. The fitness function was set up combined with relationship function. The technique solves the innovative and incompatible problems in conceptual design. The feasibility of the new researching model is testified by three conceptual design examples for retarder.

Keywords： conceptual design     matter elements transform     genetic algorithms     evolution reasoning     extension appraisal    

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Application of Uncertainty Reasoning Theory to Satellite Fault Detection and Diagnosis

Yang Tianshe,Li Huaizu,Cao Yuping

Strategic Study of CAE 2003, Volume 5, Issue 2,   Pages 68-74

Abstract:

Generally, reasoning theory can be divided into certainty reasoning theory and uncertainty reasoningcapability, but certainty reasoning theory can not realize the capability.Fortunately, uncertainty reasoning theory can meet this requirement.set theory, evidence reasoning theory, probabilistic reasoning theory, fuzzy reasoning theory, and sotheory of the uncertainty reasoning theory are used respectively.

Keywords： satellite     fault     detection     diagnosis     uncertainty reasoning theory    

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to “High-Speed Railway Train Timetable Conflict Prediction Based on Fuzzy Temporal Knowledge Reasoning

He Zhuang, Liping Feng, Chao Wen, Qiyuan Peng, Qizhi Tang

Engineering 2017, Volume 3, Issue 1,   Pages 150-150 doi: 10.1016/J.ENG.2017.01.002

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On the Explanation of the Earth Satellite Remote Sensing Images for the Geological Environment Evolvement

Hu Dongsheng,Zhang Huajing,Xu Bing,Tian Xinhong and Zhang Guowei

Strategic Study of CAE 2007, Volume 9, Issue 12,   Pages 31-38

Abstract: By combining the comprehensive data analysis results and the earth satellite remote sensing images explanation

Keywords： the remote sensing image explanation of earth satellite     the basic type of structure system     the evolutional    

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Progress in Neural NLP: Modeling, Learning, and Reasoning Review

Ming Zhou, Nan Duan, Shujie Liu, Heung-Yeung Shum

Engineering 2020, Volume 6, Issue 3,   Pages 275-290 doi: 10.1016/j.eng.2019.12.014

Abstract: the neural network-based NLP framework (neural NLP) from three perspectives: modeling, learning, and reasoningWe view reasoning as a new and exciting direction for neural NLP, but it has yet to be well addressedIn the reasoning section, we will review reasoning mechanisms, including the knowledge, existing non-neuralWe emphasize the importance of reasoning in this paper because it is important for building interpretable

Keywords： Natural language processing     Deep learning     Modeling     learning     and Reasoning    

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Mathematical Reasoning Challenges Artificial Intelligence

Sean O’Neill

Engineering 2019, Volume 5, Issue 5,   Pages 817-818 doi: 10.1016/j.eng.2019.08.009

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Study and implementation of claim decision support system for large water transfer project

Wang Wei

Strategic Study of CAE 2011, Volume 13, Issue 12,   Pages 108-112

Abstract: shortage of the experience and expert in construction claim of large water transfer project, case-based reasoning(CBR) and rule-based reasoning (RBR) in artificial intelligence are used in claim management.

Keywords： water transfer project     claim management     case-based reasoning (CBR)     rule-based reasoning (RBR)     decision    

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Evaluation of Corporate Sustainability

Panitas Sureeyatanapas,Jian-Bo Yang,David Bamford

Frontiers of Engineering Management 2014, Volume 1, Issue 2,   Pages 176-194 doi: 10.15302/J-FEM-2014025

Abstract: This paper proposes a series of mathematical formulations based upon the evidential reasoning (ER) approach

Keywords： corporate     organization     sustainability     evidential reasoning     evaluation     assessment    

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Title Author Date Type Operation

Causal Inference

Kun Kuang, Lian Li, Zhi Geng, Lei Xu, Kun Zhang, Beishui Liao, Huaxin Huang, Peng Ding, Wang Miao, Zhichao Jiang

Journal Article

Indeterminacy Causal Inductive Automatic Reasoning Mechanism Based On Fuzzy State Describing

Yang Bingru,Tang Jing

Journal Article

Study on explanation standard of oil’s gas and water layers of A block in Daqing Oilfield

Xu Tong

Journal Article

Characters of topological relations and its applications in spatial reasoning

Li Chengming and Liu Xiaoli

Journal Article

Case-based reasoning for selection of the best practices in low-carbon city development

Zhenhua HUANG, Hongqin FAN, Liyin SHEN

Journal Article

A knowledge reasoning Fuzzy-Bayesian network for root cause analysis of abnormal aluminum electrolysis

Weichao Yue, Xiaofang Chen, Weihua Gui, Yongfang Xie, Hongliang Zhang

Journal Article

Explanation of Pathological Changes of Five Zang Organs in Wuxingshengke

吉良展,陈光曼

Journal Article

A New Evolution-reasoning Method in Conceptual Design Based on Extension Theory

Hao Yanwei,Liu Haisheng,Zhang Guoxian

Journal Article

Application of Uncertainty Reasoning Theory to Satellite Fault Detection and Diagnosis

Yang Tianshe,Li Huaizu,Cao Yuping

Journal Article

to “High-Speed Railway Train Timetable Conflict Prediction Based on Fuzzy Temporal Knowledge Reasoning

He Zhuang, Liping Feng, Chao Wen, Qiyuan Peng, Qizhi Tang

Journal Article

On the Explanation of the Earth Satellite Remote Sensing Images for the Geological Environment Evolvement

Hu Dongsheng,Zhang Huajing,Xu Bing,Tian Xinhong and Zhang Guowei

Journal Article

Progress in Neural NLP: Modeling, Learning, and Reasoning

Ming Zhou, Nan Duan, Shujie Liu, Heung-Yeung Shum

Journal Article

Mathematical Reasoning Challenges Artificial Intelligence

Sean O’Neill

Journal Article

Study and implementation of claim decision support system for large water transfer project

Wang Wei

Journal Article

Evaluation of Corporate Sustainability

Panitas Sureeyatanapas,Jian-Bo Yang,David Bamford

Journal Article