Predicting building damages in mega-disasters under uncertainty: An improved Bayesian network learning approach

Multi-classifier information fusion in risk analysis

(2020) Yue Pan et al.   Information Fusion

Observing community resilience from space: Using nighttime lights to model economic disturbance and recovery pattern in natural disaster

(2020) Yi Qiang et al.   Sustainable Cities and Society

Roles of artificial intelligence in construction engineering and management: A critical review and future trends

(2020) Yue Pan et al.   AUTOMATION IN CONSTRUCTION

Review of Causal Discovery Methods Based on Graphical Models

(2019) Clark Glymour et al.   Frontiers in Genetics

Risk Assessment of An Earthquake-Collapse-Landslide Disaster Chain by Bayesian Network and Newmark Models

(2019) Lina Han et al.   International Journal of Environmental Research and Public Health

A hybrid approach for identifying the structure of a Bayesian network model

(2019) Lida Huang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mapping urban resilience to disasters – A review

(2019) Jean-Marie Cariolet et al.   Sustainable Cities and Society

A novel learning cloud Bayesian network for risk measurement

(2019) Chen Chen et al.   APPLIED SOFT COMPUTING

Quantification of human vulnerability to earthquake-induced landslides using Bayesian network

(2019) Shuai Zhang et al.   ENGINEERING GEOLOGY

Improved Fuzzy Bayesian Network-Based Risk Analysis With Interval-Valued Fuzzy Sets and D–S Evidence Theory

(2019) Yue Pan et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Bayesian Networks in coastal engineering: Distinguishing descriptive and predictive applications

(2018) T. Beuzen et al.   COASTAL ENGINEERING

A Bayesian network approach for coastal risk analysis and decision making

(2018) W.S. Jäger et al.   COASTAL ENGINEERING

Discretizing environmental data for learning Bayesian-network classifiers

(2018) R.F. Ropero et al.   ECOLOGICAL MODELLING

Large-scale plant-wide process modeling and hierarchical monitoring: A distributed Bayesian network approach

(2018) Jinlin Zhu et al.   JOURNAL OF PROCESS CONTROL

An Artificial Neural Network and Bayesian Network model for liquidity risk assessment in banking

(2018) Madjid Tavana et al.   NEUROCOMPUTING

Vulnerability of industrial plants to flood-induced natechs: A Bayesian network approach

(2018) Nima Khakzad et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Flood risk assessment in metro systems of mega-cities using a GIS-based modeling approach

(2018) Hai-Min Lyu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Advances in Bayesian network modelling: Integration of modelling technologies

(2018) Bruce G. Marcot et al.   ENVIRONMENTAL MODELLING & SOFTWARE

FB-STEP: A Fuzzy Bayesian Network based Data-Driven Framework for Spatio-temporal Prediction of Climatological Time Series Data

(2018) Monidipa Das et al.   EXPERT SYSTEMS WITH APPLICATIONS

Causal inference in cumulative risk assessment: The roles of directed acyclic graphs

(2017) L. Elizabeth Brewer et al.   ENVIRONMENT INTERNATIONAL

Comparative analysis of discretization methods in Bayesian networks

(2017) Farnaz Nojavan A. et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Learning Bayesian network parameters from small data sets: A further constrained qualitatively maximum a posteriori method

(2017) Zhi-gao Guo et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Dynamic safety assessment of natural gas stations using Bayesian network

(2017) Esmaeil Zarei et al.   JOURNAL OF HAZARDOUS MATERIALS

A cloud model based multi-attribute decision making approach for selection and evaluation of groundwater management schemes

(2017) Hongwei Lu et al.   JOURNAL OF HYDROLOGY

Probabilistic analysis of natural gas pipeline network accident based on Bayesian network

(2017) Jiansong Wu et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

A parallel algorithm for Bayesian network structure learning from large data sets

(2017) Anders L. Madsen et al.   KNOWLEDGE-BASED SYSTEMS

Learning Bayesian network structures under incremental construction curricula

(2017) Yanpeng Zhao et al.   NEUROCOMPUTING

A comprehensive evaluation of regional water safety systems based on a similarity cloud model

(2017) Yongtai Ren et al.   WATER SCIENCE AND TECHNOLOGY

Ensemble machine-learning-based geospatial approach for flood risk assessment using multi-sensor remote-sensing data and GIS

(2017) Hossein Mojaddadi et al.   Geomatics Natural Hazards & Risk

Urban thermal risk reduction: Developing and implementing spatially explicit services for resilient cities

(2017) Iphigenia Keramitsoglou et al.   Sustainable Cities and Society

A fast PC algorithm for high dimensional causal discovery with multi-core PCs

(2016) Thuc Le et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Entropy-based discretization methods for ranking data

(2016) Cláudio Rebelo de Sá et al.   INFORMATION SCIENCES

Bayesian networks for greenhouse temperature control

(2016) J. del Sagrado et al.   Journal of Applied Logic

Classification evaluation

(2016) Jake Lever et al.   NATURE METHODS

The application of Bayesian network classifiers to cloud classification in satellite images

(2016) J. Alonso-Montesinos et al.   RENEWABLE ENERGY

Building seismic response and visualization using 3D urban polygonal modeling

(2015) Chen Xiong et al.   AUTOMATION IN CONSTRUCTION

Rupture process of the Mw  = 7.9 2015 Gorkha earthquake (Nepal): Insights into Himalayan megathrust segmentation

(2015) Raphaël Grandin et al.   GEOPHYSICAL RESEARCH LETTERS

Integrated seismic source model of the 2015 Gorkha, Nepal, earthquake

(2015) Yuji Yagi et al.   GEOPHYSICAL RESEARCH LETTERS

Dynamic risk analysis for adjacent buildings in tunneling environments: a Bayesian network based approach

(2015) Xianguo Wu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

What does built environment research have to do with risk mitigation, resilience and disaster recovery?

(2015) Wendy Miller   Sustainable Cities and Society

Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data

(2014) Junpeng Zhang et al.   BIOINFORMATICS

Method of multi-criteria group decision-making based on cloud aggregation operators with linguistic information

(2014) Jian-qiang Wang et al.   INFORMATION SCIENCES

Developing a cloud model based risk assessment methodology for tunnel-induced damage to existing pipelines

(2014) Limao Zhang et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Using Bayesian networks in analyzing powerful earthquake disaster chains

(2013) Jianxiu Wang et al.   NATURAL HAZARDS

Inferring functional connectivity in MRI using Bayesian network structure learning with a modified PC algorithm

(2013) Swathi P. Iyer et al.   NEUROIMAGE

Assessment of debris flow hazards using a Bayesian Network

(2012) Wan-jie Liang et al.   GEOMORPHOLOGY

Overview of the 2010 Haiti Earthquake

(2011) Reginald DesRoches et al.   EARTHQUAKE SPECTRA

Regional indirect economic impact evaluation of the 2008 Wenchuan Earthquake

(2011) Jidong Wu et al.   Environmental Earth Sciences

A new cognitive model: Cloud model

(2009) Deyi Li et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS