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One reason deep learning exploded over the last decade was the availability of programming languages that could automate the math — college-level calculus — that is needed to train each new model. Neu...
Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Markov decision process and reinforcement learning for intelligent
智能 马尔可夫 决策过程 强化学习
2023/4/28
本次讲座主要针对智能运维中的建模优化问题。首先基于前期研究，我将讨论基于马尔可夫决策过程的有限周期的视情维护策略。考虑二元件系统以及系统元件的退化过程具有随机相关性，用二元伽马过程来描述系统退化过程。系统元件服从周期性检测，当元件的退化程度超过预防性维护阈值时，其会被替换。该维护问题可以表示成马尔可夫决策过程并可用动态规划来求解。不同于无限周期的维护策略，有限周期的最优策略是动态的，其在每次检测都...
Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Markov decision process and reinforcement learning for intelligent operation and maintenance
智能 马尔可夫 决策过程 强化学习
2023/4/28
本次讲座主要针对智能运维中的建模优化问题。首先基于前期研究，我将讨论基于马尔可夫决策过程的有限周期的视情维护策略。考虑二元件系统以及系统元件的退化过程具有随机相关性，用二元伽马过程来描述系统退化过程。系统元件服从周期性检测，当元件的退化程度超过预防性维护阈值时，其会被替换。该维护问题可以表示成马尔可夫决策过程并可用动态规划来求解。不同于无限周期的维护策略，有限周期的最优策略是动态的，其在每次检测都...
上海财经大学信息管理与工程学院数据挖掘课件 Decision Tree Classifiers
上海财经大学 信息管理与工程学院 数据挖掘 课件 Decision Tree Classifiers
2019/7/24
上海财经大学信息管理与工程学院数据挖掘课件 Decision Tree Classifiers。
长安大学Delphi计算机高级编程技术课件第12章 Decision Cube组件。
长安大学计算机高级编程技术课件第12章 Decision Cube组件。
东北大学主办的英文刊《Journal of Control and Decision》被EI Compendex和Scopus收录
东北大学 英文刊 Journal of Control and Decision》 Compendex Scopus 工程索引
2018/6/27
近日，我校主办的英文刊《Journal of Control and Decision》正式被国际权威数据库《工程索引—核心数据》（EI Compendex）和Scopus收录。《Journal of Control and Decision》（JCD）创办于2014年，是东北大学主办的第一本国际学术类英文期刊。创刊以来，JCD稳步发展，始终将学术质量放在首位，确保稿件的前瞻性、导向性、创新性和实...
AN ISOMETRIC MAPPING BASED CO-LOCATION DECISION TREE ALGORITHM
Decision tree (DT) Co-location (Cl) Data mining Isometric mapping (Isomap) Geodetic distances Algorithm
2018/5/17
Decision tree (DT) induction has been widely used in different pattern classification. However, most traditional DTs have the disadvantage that they consider only non-spatial attributes (ie, spectral ...
A HYBRID APPROACH FOR PREDICTION OF CHANGES IN LANDSLIDE RATES BASED ON CLUSTERING AND A DECISION TREE
Landslides Prediction Two-step cluster Classification and regression tree (CART) White box model
2018/4/18
Forecasting the complex deformation patterns (e.g., displacement, velocity, etc.) of landslides is required to prevent property damage and loss of human lives caused by landslide deformation and failu...
GEOGRAPHIC INFORMATION SYSTEM AND REMOTE SENSING BASED DISASTER MANAGEMENT AND DECISION SUPPORT PLATFORM: AYDES
Disaster Management Decision Support System Geographic Information System Remote Sensing AYDES
2018/4/18
The accelerated developments in information technology in recent years, increased the amount of usage of Geographic Information Systems (GIS) and Remote Sensing (RS) in disaster management considerabl...
A HYBRID APPROACH FOR PREDICTION OF CHANGES IN LANDSLIDE RATES BASED ON CLUSTERING AND A DECISION TREE
Landslides, Prediction, Two-step cluster, Classification and regression tree (CART), White box model
2018/5/8
Forecasting the complex deformation patterns (e.g., displacement, velocity, etc.) of landslides is required to prevent property damage and loss of human lives caused by landslide deformation and failu...
GEOGRAPHIC INFORMATION SYSTEM AND REMOTE SENSING BASED DISASTER MANAGEMENT AND DECISION SUPPORT PLATFORM: AYDES
Disaster Managemen Decision Support System Geographic Information System Remote Sensing AYDES
2018/5/8
The accelerated developments in information technology in recent years, increased the amount of usage of Geographic Information Systems (GIS) and Remote Sensing (RS) in disaster management considerabl...
Remote Sensing Data and SLEUTH Urban Growth Model: As Decision Support Tools for Urban Planning
urban growth urban planning land use land cover SLEUTH model Cellular Automata (CA) remote sensing Sri Lanka
2018/4/3
Sri Lanka is experiencing speedy urbanization by converting the agriculture land and other natural land cover into built-up land. The urban population of Sri Lanka is expected to reach to 60% by 2030 ...
2018年国际控制，决策和信息技术会议（International Conference on Control, Decision and Information Technologies）
2018年 国际控制 决策 信息技术 会议
2017/11/27
The CoDIT’18 conference is the fifth edition (5th) edition in the series of the International Conference on Control, Decision and Information Technologies, organized since 2013, the previous one CoDIT...
2018年知识工程决策支持系统专题会议（Special Session on Knowledge Engineering for Decision Support Systems）
2018年 知识工程决策支持系统 专题会议
2017/11/24
Knowledge engineering (KE) deals with the development of intelligent information systems knowledge and reasoning play pivotal role. knowledge acquisition, knowledge methodologies, modeling, knowledge ...