Jian Guan

According to our database, Jian Guan authored at least 24 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents.

Donghui Shi, Zhigang Li, Jozef M. Zurada, Andrew S. Manikas, Jian Guan, Pawel Weichbroth

Knowl. Inf. Syst., April, 2024

Research on the causes of earthwork foundation pit collapse based on Fault tree and Bayesian network.

Donghui Shi, Shuling Gan, Jozef M. Zurada, Feilong Wang, Yuanyuan Wang, Jian Guan

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

Deep Learning in Predicting Real Estate Property Prices: A Comparative Study.

Donghui Shi, Hui Zhang, Jian Guan, Jozef M. Zurada, Zejun Chen, Xiyang Li

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022

Predicting home sale prices: A review of existing methods and illustration of data stream methods for improved performance.

Donghui Shi, Jian Guan, Jozef M. Zurada, Alan S. Levitan

WIREs Data Mining Knowl. Discov., 2022

An Innovative Approach to Modeling Aviation Safety Incidents.

Donghui Shi, Shuai Cao, Jozef M. Zurada, Jian Guan

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2020

A review of operations management literature: a data-driven approach.

Andrew S. Manikas, Lynn H. Boyd, Jian (Jeff) Guan, Kyle Hoskins

Int. J. Prod. Res., 2020

Improving Prediction Models for Mass Assessment: A Data Stream Approach.

Donghui Shi, Jian Guan, Jozef M. Zurada, Alan S. Levitan

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

2019

An analysis of research methods in IJPR since inception.

Andrew S. Manikas, Lynn H. Boyd, Qinghua Pang, Jian (Jeff) Guan

Int. J. Prod. Res., 2019

The International Journal of Production Research at 55: a content-driven review and analysis.

Jian (Jeff) Guan, Andrew S. Manikas, Lynn H. Boyd

Int. J. Prod. Res., 2019

Batch and data streaming classification models for detecting adverse events and understanding the influencing factors.

Donghui Shi, Jozef M. Zurada, Waldemar Karwowski, Jian Guan, Erman Çakit

Eng. Appl. Artif. Intell., 2019

Data Stream Models for Predicting Adverse Events in a War Theater.

Donghui Shi, Jozef M. Zurada, Waldemar Karwowski, Jian Guan

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018

Text Mining Using Latent Semantic Analysis: An Illustration through Examination of 30 Years of Research at <i>JIS</i>.

Jian Guan, Alan S. Levitan, Sandeep Goyal

J. Inf. Syst., 2018

2017

A Data-Mining Approach to Identification of Risk Factors in Safety Management Systems.

Donghui Shi, Jian Guan, Jozef M. Zurada, Andrew S. Manikas

J. Manag. Inf. Syst., 2017

Identification of Human Factors in Aviation Incidents Using a Data Stream Approach.

Donghui Shi, Jozef M. Zurada, Jian Guan

Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

2016

A Bayesian Network Approach to Classifying Bad Debt in Hospitals.

Donghui Shi, Jozef M. Zurada, Jian Guan

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

2015

A Neuro-Fuzzy System with Semi-supervised Learning for Bad Debt Recovery in the Healthcare Industry.

Donghui Shi, Jozef M. Zurada, Jian Guan

Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

2014

Analyzing Massive Data Sets: An Adaptive Fuzzy Neural Approach for Prediction, with a Real Estate Illustration.

Jian Guan, Donghui Shi, Jozef M. Zurada, Alan S. Levitan

J. Organ. Comput. Electron. Commer., 2014

A Neuro-fuzzy Approach to Bad Debt Recovery in Healthcare.

Donghui Shi, Jozef M. Zurada, Jian Guan

Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

2013

How AIS can progress along with ontology research in IS.

Jian Guan, Alan S. Levitan, John R. Kuhn Jr.

Int. J. Account. Inf. Syst., 2013

An adaptive neuro-fuzzy inference system for predicting the risks of low back disorders due to manual material lifting jobs.

Donghui Shi, Jozef M. Zurada, Jian Guan

Expert Syst. Appl., 2013

A Fuzzy Neural Approach to Classifying Low Back Disorders Risks.

Jozef M. Zurada, Donghui Shi, Jian Guan

Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2012

A Model for Investigating Internal Control Weaknesses.

Jian Guan, Alan S. Levitan

Commun. Assoc. Inf. Syst., 2012

2008

Modeling an Object-Oriented Accounting System with Computer-Aided Software Engineering.

Alan S. Levitan, Jian Guan, Andrew Cobb

J. Inf. Syst., 2008

2006

An Ontological Model for Accounting Information Systems.

Jian Guan, Andrew Cobb, Alan S. Levitan

Proceedings of the Connecting the Americas. 12th Americas Conference on Information Systems, 2006