Jozef M. Zurada

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 24

Top Topics

Business Intelligence

Sustainable Development

Top Venues

Inf. Syst. Manag.

WIREs Data Mining Knowl. Discov.

Publications

Celina M. Olszak, Jozef M. Zurada, Dilek Kozanoglu, Pawel Weichbroth
Introduction to the Minitrack on Business Intelligence and Big Data for Innovative, Collaborative and Sustainable Development of Organizations in Digital Era. HICSS (2024)
Donghui Shi, Zhigang Li, Jozef M. Zurada, Andrew S. Manikas, Jian Guan, Pawel Weichbroth
Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents. Knowl. Inf. Syst. 66 (4) (2024)
Donghui Shi, Shuling Gan, Jozef M. Zurada, Feilong Wang, Yuanyuan Wang, Jian Guan
Research on the causes of earthwork foundation pit collapse based on Fault tree and Bayesian network. HICSS (2024)
Pawel Weichbroth, Jozef M. Zurada, Celina M. Olszak
Exploring the Benefits, Challenges, and Opportunities of Collaborative Business Intelligence. HICSS (2024)
Maciej Tkacz, Jozef M. Zurada, Pawel Weichbroth
Exploring Stock Traders' Cognitive Biases: Research Design and Simulator Framework. KES (2023)
Donghui Shi, Hui Zhang, Jian Guan, Jozef M. Zurada, Zejun Chen, Xiyang Li
Deep Learning in Predicting Real Estate Property Prices: A Comparative Study. HICSS (2023)
Celina M. Olszak, Jozef M. Zurada, Dilek Kozanoglu
Introduction to the Minitrack on Business Intelligence for Innovative, Collaborative and Sustainable Development of Organizations in Digital Era. HICSS (2023)
Celina M. Olszak, Jozef M. Zurada, Dilek Cetindamar
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. 39 (1) (2022)
Celina M. Olszak, Dilek Kozanoglu, Jozef M. Zurada
Introduction to the Minitrack on Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations. HICSS (2022)
Donghui Shi, Jian Guan, Jozef M. Zurada, Alan S. Levitan
Predicting home sale prices: A review of existing methods and illustration of data stream methods for improved performance. WIREs Data Mining Knowl. Discov. 12 (2) (2022)
Donghui Shi, Shuai Cao, Jozef M. Zurada, Jian Guan
An Innovative Approach to Modeling Aviation Safety Incidents. HICSS (2022)
Krzysztof Fiok, Waldemar Karwowski, Edgar Gutierrez-Franco, Mohammad Reza Davahli, Maciej Wilamowski, Tareq Z. Ahram, Awad M. Aljuaid, Jozef M. Zurada
Text Guide: Improving the Quality of Long Text Classification by a Text Selection Method Based on Feature Importance. IEEE Access 9 (2021)
Krzysztof Fiok, Waldemar Karwowski, Edgar Gutiérrez, Mohammad Reza Davahli, Maciej Wilamowski, Tareq Z. Ahram, Awad M. Aljuaid, Jozef M. Zurada
Text Guide: Improving the quality of long text classification by a text selection method based on feature importance. CoRR (2021)
Celina M. Olszak, Jozef M. Zurada
From the Special Issue Editors. Inf. Syst. Manag. 37 (3) (2020)
Donghui Shi, Jian Guan, Jozef M. Zurada, Alan Levitan
Improving Prediction Models for Mass Assessment: A Data Stream Approach. HICSS (2020)
Celina M. Olszak, Jozef M. Zurada
Big Data in Capturing Business Value. Inf. Syst. Manag. 37 (3) (2020)
Celina M. Olszak, Jozef M. Zurada, Dilek Kozanoglu
Introduction to the Minitrack on Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations. HICSS (2020)
Celina M. Olszak, Sandeep Goyal, Jozef M. Zurada
Introduction to the Minitrack on Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations. HICSS (2019)
Donghui Shi, Jozef M. Zurada, Waldemar Karwowski, Jian Guan
Data Stream Models for Predicting Adverse Events in a War Theater. HICSS (2019)
Celina M. Olszak, Jozef M. Zurada
Big Data-driven Value Creation for Organizations. HICSS (2019)
Donghui Shi, Jozef M. Zurada, Jian Guan
Identification of Human Factors in Aviation Incidents Using a Data Stream Approach. HICSS (2017)
Mehmed M. Kantardzic, Jozef M. Zurada
Introduction to Streaming Data Analytics and Applications Minitrack. HICSS (2017)
Mehmed M. Kantardzic, Jozef M. Zurada
Introduction to Streaming Data Analytics and Applications Minitrack. HICSS (2016)
Donghui Shi, Jozef M. Zurada, Jian Guan
A Bayesian Network Approach to Classifying Bad Debt in Hospitals. HICSS (2016)
Donghui Shi, Jozef M. Zurada, Jian Guan
A Neuro-Fuzzy System with Semi-supervised Learning for Bad Debt Recovery in the Healthcare Industry. HICSS (2015)
Donghui Shi, Jozef M. Zurada, Jian Guan
A Neuro-fuzzy Approach to Bad Debt Recovery in Healthcare. HICSS (2014)
Jian Guan, Donghui Shi, Jozef M. Zurada, Alan Levitan
Analyzing Massive Data Sets: An Adaptive Fuzzy Neural Approach for Prediction, with a Real Estate Illustration. J. Organ. Comput. Electron. Commer. 24 (1) (2014)
Donghui Shi, Jozef M. Zurada, Jian Guan
An adaptive neuro-fuzzy inference system for predicting the risks of low back disorders due to manual material lifting jobs. Expert Syst. Appl. 40 (14) (2013)
Jozef M. Zurada, Donghui Shi, Jian Guan
A Fuzzy Neural Approach to Classifying Low Back Disorders Risks. HICSS (2013)
Jozef M. Zurada
Classifying the risk of work related low back disorders due to manual material handling tasks. Expert Syst. Appl. 39 (12) (2012)
Jozef M. Zurada
Predicting the Risk of Low Back Disorders due to Manual Handling Tasks. HICSS (2012)
Jozef M. Zurada, Waldemar Karwowski
Knowledge Discovery Through Experiential Learning From Business and Other Contemporary Data Sources: A Review and Reappraisal. Inf. Syst. Manag. 28 (3) (2011)
Jozef M. Zurada, K. Niki Kunene
Comparisons of the Performance of Computational Intelligence Methods for Loan Granting Decisions. HICSS (2011)
Jozef M. Zurada, K. Niki Kunene
Performance Assessment of Data Mining Methods for Loan Granting Decisions: A Preliminary Study. ICAISC (1) (2010)
Jozef M. Zurada
Could Decision Trees Improve the Classification Accuracy and Interpretability of Loan Granting Decisions?. HICSS (2010)
Witold Pedrycz, Partab Rai, Jozef M. Zurada
Experience-Consistent Modeling for Radial Basis Function Neural Networks. Int. J. Neural Syst. 18 (4) (2008)
Jozef M. Zurada
Data Mining Techniques in Predicting Default Rates on Customer Loans. BalticDB&IS (2002)
James S. Kirk, Jozef M. Zurada
A two-stage algorithm for improved topography preservation in self-organizing maps. SMC (2000)
Ewa Gorska, Jozef M. Zurada
A Flexible Computer System for Ergonomic Diagnosis. HCI (1) (1997)
Yasser M. Kadah, Amal A. Farag, Jozef M. Zurada, Ahmed M. Badawi, Abou Bakr M. Youssef
Classification algorithms for quantitative tissue characterization of diffuse liver disease from ultrasound images. IEEE Trans. Medical Imaging 15 (4) (1996)
Akio Ukita, Waldemar Karwowski, Gavriel Salvendy, Wookgee Lee, Jozef M. Zurada
Automated tuning of an electronic circuit board using the artificial neural network approach. J. Intell. Manuf. 7 (4) (1996)
Jozef M. Zurada, James H. Graham, Waldemar Karwowski
Intelligent Neural Network Based Decision Unit for Robot Safety. J. Intell. Fuzzy Syst. 4 (3) (1996)
Jerzy Grobelny, Waldemar Karwowski, Jozef M. Zurada
Applications of fuzzy-based linguistic patterns for the assessment of computer screen design quality. Int. J. Hum. Comput. Interact. 7 (3) (1995)