Jozef M. Zurada

Orcid: 0000-0003-1633-3152

Affiliations:
  • University of Louisville, College of Business, KY, USA


According to our database1, Jozef M. Zurada authored at least 44 papers between 1995 and 2024.

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Bibliography

2024
Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents.
Knowl. Inf. Syst., April, 2024

Exploring the Benefits, Challenges, and Opportunities of Collaborative Business Intelligence.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Research on the causes of earthwork foundation pit collapse based on Fault tree and Bayesian network.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Introduction to the Minitrack on Business Intelligence and Big Data for Innovative, Collaborative and Sustainable Development of Organizations in Digital Era.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023
Exploring Stock Traders' Cognitive Biases: Research Design and Simulator Framework.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Deep Learning in Predicting Real Estate Property Prices: A Comparative Study.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Introduction to the Minitrack on Business Intelligence for Innovative, Collaborative and Sustainable Development of Organizations in Digital Era.
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.
WIREs Data Mining Knowl. Discov., 2022

Business Intelligence & Big Data for Innovative and Sustainable Development of Organizations: Special Issue (SI) Editors: Celina M. Olszak, Jozef Zurada, Dilek Cetindamar.
Inf. Syst. Manag., 2022

An Innovative Approach to Modeling Aviation Safety Incidents.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Introduction to the Minitrack on Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021
Business Intelligence & Big Data for Innovative and Sustainable Development of Organizations.
Inf. Syst. Manag., 2021

Text Guide: Improving the Quality of Long Text Classification by a Text Selection Method Based on Feature Importance.
IEEE Access, 2021

2020
Big Data in Capturing Business Value.
Inf. Syst. Manag., 2020

From the Special Issue Editors.
Inf. Syst. Manag., 2020

Improving Prediction Models for Mass Assessment: A Data Stream Approach.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

2019
Batch and data streaming classification models for detecting adverse events and understanding the influencing factors.
Eng. Appl. Artif. Intell., 2019

Data Stream Models for Predicting Adverse Events in a War Theater.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Big Data-driven Value Creation for Organizations.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Introduction to the Minitrack on Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2017
A Data-Mining Approach to Identification of Risk Factors in Safety Management Systems.
J. Manag. Inf. Syst., 2017

Identification of Human Factors in Aviation Incidents Using a Data Stream Approach.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

Introduction to Streaming Data Analytics and Applications Minitrack.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

2016
A Bayesian Network Approach to Classifying Bad Debt in Hospitals.
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.
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.
J. Organ. Comput. Electron. Commer., 2014

A Neuro-fuzzy Approach to Bad Debt Recovery in Healthcare.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

2013
An adaptive neuro-fuzzy inference system for predicting the risks of low back disorders due to manual material lifting jobs.
Expert Syst. Appl., 2013

A Fuzzy Neural Approach to Classifying Low Back Disorders Risks.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2012
Classifying the risk of work related low back disorders due to manual material handling tasks.
Expert Syst. Appl., 2012

Predicting the Risk of Low Back Disorders due to Manual Handling Tasks.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

2011
Knowledge Discovery Through Experiential Learning From Business and Other Contemporary Data Sources: A Review and Reappraisal.
Inf. Syst. Manag., 2011

Comparisons of the Performance of Computational Intelligence Methods for Loan Granting Decisions.
Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011

2010
Performance Assessment of Data Mining Methods for Loan Granting Decisions: A Preliminary Study.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

Could Decision Trees Improve the Classification Accuracy and Interpretability of Loan Granting Decisions?.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

2008
Experience-Consistent Modeling for Radial Basis Function Neural Networks.
Int. J. Neural Syst., 2008

2002
Data Mining Techniques in Predicting Default Rates on Customer Loans.
Proceedings of the Baltic Conference, 2002

2001
A neuro-fuzzy approach for robot system safety.
IEEE Trans. Syst. Man Cybern. Syst., 2001

2000
A two-stage algorithm for improved topography preservation in self-organizing maps.
Proceedings of the IEEE International Conference on Systems, 2000

1997
A Flexible Computer System for Ergonomic Diagnosis.
Proceedings of the Design of Computing Systems: Cognitive Considerations, 1997

1996
Classification algorithms for quantitative tissue characterization of diffuse liver disease from ultrasound images.
IEEE Trans. Medical Imaging, 1996

Automated tuning of an electronic circuit board using the artificial neural network approach.
J. Intell. Manuf., 1996

Intelligent Neural Network Based Decision Unit for Robot Safety.
J. Intell. Fuzzy Syst., 1996

1995
Applications of fuzzy-based linguistic patterns for the assessment of computer screen design quality.
Int. J. Hum. Comput. Interact., 1995


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