The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems. - Janusz Wojtusiak; Ryszard S. Michalski (GECCO, 2006)

Intelligent Optimization via Learnable Evolution Model. - Ryszard S. Michalski; Janusz Wojtusiak; Kenneth A. Kaufman (ICTAI, 2006)

The AQ21 Natural Induction Program for Pattern Discovery: Initial Version and its Novel Features. - Janusz Wojtusiak; Ryszard S. Michalski; Kenneth A. Kaufman; Jaroslaw Pietrzykowski (ICTAI, 2006)

Learning Symbolic User Models for Intrusion Detection: A Method and Initial Results. - Ryszard S. Michalski; Kenneth A. Kaufman; Jaroslaw Pietrzykowski; Bartlomiej Sniezynski; Janusz Wojtusiak (Intelligent Information Systems, 2006)

The Use of Compound Attributes inAQ Learning. - Janusz Wojtusiak; Ryszard S. Michalski (Intelligent Information Systems, 2006)

An Integrated Multi-task Inductive Database VINLEN: Initial Implementation and Early Results. - Kenneth A. Kaufman; Ryszard S. Michalski; Jaroslaw Pietrzykowski; Janusz Wojtusiak (KDID, 2006)

The Natural Induction System AQ21 and its Application to Data Describing Patients with Metabolic Syndrome: Initial Results. - Janusz Wojtusiak; Ryszard S. Michalski; Thipkesone Simanivanh; Anna V. Baranova (ICMLA, 2007)

Generalizing Data in Natural Language. - Ryszard S. Michalski; Janusz Wojtusiak (RSEISP, 2007)

Traffic Prediction for Agent Route Planning. - Jan D. Gehrke; Janusz Wojtusiak (ICCS (3), 2008)

Computational intelligence virtual community: Framework and implementation issues. - Jacek M. Zurada; Janusz Wojtusiak; Fahmida Chowdhury; James E. Gentle; Cedric J. Jeannot; Maciej A. Mazurowski (IJCNN, 2008)

The LEM3 System for Multitype Evolutionary Optimization. - Janusz Wojtusiak (Comput. Informatics, 2009)

Building virtual community in computational intelligence and machine learning [Research Frontier]. - Jacek M. Zurada; Maciej A. Mazurowski; Rommohan Ragade; Artur Abdullin; Janusz Wojtusiak; James E. Gentle (IEEE Comput. Intell. Mag., 2009)

Towards application of rule learning to the meta-analysis of clinical data: An example of the metabolic syndrome. - Janusz Wojtusiak; Ryszard S. Michalski; Thipkesone Simanivanh; Ancha V. Baranova (Int. J. Medical Informatics, 2009)

Combining Rule Induction and Reinforcement Learning: An Agent-based Vehicle Routing. - Bartlomiej Sniezynski; Wojciech Wójcik; Jan D. Gehrke; Janusz Wojtusiak (ICMLA, 2010)

Ryszard S. Michalski: The Vision and Evolution of Machine Learning. - Janusz Wojtusiak; Kenneth A. Kaufman (Advances in Machine Learning I, 2010)

Agent-based Pickup and Delivery Planning: The Learnable Evolution Model Approach. - Janusz Wojtusiak; Tobias Warden; Otthein Herzog (CISIS, 2011)

Using Published Medical Results and Non-homogenous Data in Rule Learning. - Janusz Wojtusiak; Katherine Irvin; Aybike Birerdinc; Ancha V. Baranova (ICMLA (2), 2011)

Rule-Based Prediction of Medical Claims' Payments: A Method and Initial Application to Medicaid Data. - Janusz Wojtusiak; Che Ngufor; John Shiver; Ronald Ewald (ICMLA (2), 2011)

Model Learning from Published Aggregated Data. - Janusz Wojtusiak; Ancha V. Baranova (Learning Structure and Schemas from Documents, 2011)

Comparison of Classification Learning Methods for Medical Claims Payments. - Katherine Irvin; Janusz Wojtusiak (AMIA, 2012)

Recent Advances in AQ21 Rule Learning System for Healthcare Data. - Janusz Wojtusiak (AMIA, 2012)

Clinical data analysis using ontology-guided rule learning. - Hua Min; Janusz Wojtusiak (MIX-HS, 2012)

Semantic Data Types in Machine Learning from Healthcare Data. - Janusz Wojtusiak (ICMLA (1), 2012)

Machine learning in agent-based stochastic simulation: Inferential theory and evaluation in transportation logistics. - Janusz Wojtusiak; Tobias Warden; Otthein Herzog (Comput. Math. Appl., 2012)

Reasoning with unknown, not-applicable and irrelevant meta-values in concept learning and pattern discovery. - Ryszard S. Michalski; Janusz Wojtusiak (J. Intell. Inf. Syst., 2012)

The learnable evolution model in agent-based delivery optimization. - Janusz Wojtusiak; Tobias Warden; Otthein Herzog (Memetic Comput., 2012)

Machine Learning-based Detection of Health Data Elements. - Andrej Kolacevski; Janusz Wojtusiak (AMIA, 2013)

Mining Progress Notes for Prediction of Activities of Daily Living. - Talha Oz; Che Ngufor; Janusz Wojtusiak (AMIA, 2013)

Unsupervised Labeling of Data for Supervised Learning and its Application to Medical claims Prediction. - Che Ngufor; Janusz Wojtusiak (Comput. Sci., 2013)

Creating Clinically Homogeneous Groups of Prostate Cancer Patients. - Janusz Wojtusiak; Che Ngufor; Lorens Helmchen; Jack Hadley (AMIA, 2014)

Extreme Logistic Regression: A Large Scale Learning Algorithm with Application to Prostate Cancer Mortality Prediction. - Che Ngufor; Janusz Wojtusiak; Andrea Hooker; Talha Oz; Jack Hadley (FLAIRS, 2014)

Rule Learning in Healthcare and Health Services Research. - Janusz Wojtusiak (Machine Learning in Healthcare Informatics, 2014)

A Systematic Prediction of Adverse Drug Reactions Using Pre-clinical Drug Characteristics and Spontaneous Reports. - Che Ngufor; Janusz Wojtusiak; Jyotishman Pathak (ICHI, 2015)

Towards Automated Selection of Patient-Specific Education Materials in Ambulatory Care Settings. - Fatemah M. Aloudah; Janusz Wojtusiak (AMIA, 2016)

Applying Machine Learning Methods to Predict Activities of Daily Living for Cancer Patients. - Hua Min; Talha Oz; Sava Vukomanovic; Hedyeh Mobahi; Katherine Irvin; Ilirjeta Krasniqi; Janusz Wojtusiak (AMIA, 2016)

Visualizing the Effects of Cancers on Relationships Between Comorbidities and Activities of Daily Living. - Hua Min; Talha Oz; Sava Vukomanovic; Hedyeh Mobahi; Katherine Irvin; Ilirjeta Krasniqi; Janusz Wojtusiak (AMIA, 2016)

Guiding Supervised Learning by Bio-Ontologies in Medical Data Analysis. - Janusz Wojtusiak; Hua Min; Eman Elashkar; Hedyeh Mobahi (AI4KM@IJCAI, 2016)

Extreme logistic regression. - Che Ngufor; Janusz Wojtusiak (Adv. Data Anal. Classif., 2016)

C-Lace: Computational Model to Predict 30-Day Post-Hospitalization Mortality. - Janusz Wojtusiak; Eman Elashkar; Reyhaneh Mogharab Nia (HEALTHINF, 2017)

Predicting activities of daily living for cancer patients using an ontology-guided machine learning methodology. - Hua Min; Hedyeh Mobahi; Katherine Irvin; Sanja Avramovic; Janusz Wojtusiak (J. Biomed. Semant., 2017)

Weighted Itemsets Error (WIE) Approach for Evaluating Generated Synthetic Patient Data. - Mojtaba Zare; Janusz Wojtusiak (ICMLA, 2018)

Generic vs. Specialized Models for Assessing Disabilities among People with Dementia. - Negin Asadzadehzanjani; Janusz Wojtusiak; Allison E. Williams; Cari Levy (AMIA, 2019)

Synthetic Data for Teaching Data Integration in Informatics Graduate Program. - Hedyeh Mobahi; Hua Min; Janusz Wojtusiak (AMIA, 2019)

Using GPS to Locate the Missing and Track Wandering in People with Alzheimer's Disease. - Janusz Wojtusiak; Reyhaneh Mogharab Nia; U. Nalla B. Durai; Beverly Middle; Robert Koester; Catherine Tompkins (AMIA, 2019)

Rapidly Determining the Starting Sample Size in Progressive Sampling: Mean Convergence is Sufficient. - Amr ElRafey; Janusz Wojtusiak (ICDM, 2019)

Using Landmark Information to Enhance Location Prediction for Missing People with Alzheimer's Disease. - Reyhaneh Mogharab Nia; Janusz Wojtusiak (AMIA, 2020)

Introduction to the Minitrack on AI and Sustainability: The Use of AI in Sustainability Initiatives. - Janusz Wojtusiak; Eunika Mercier-Laurent; Cindi Punihaole (HICSS, 2020)

Active Learning Based User-Defined Chest X-Ray Diagnosis System Leveraging 5G Infrastructure for COVID-19 Variant Detection. - Ying Wang 062; Janusz Wojtusiak (AMIA, 2021)

Do Clusters and Sequence of Symptoms Predict COVID-19 Test Results? - Janusz Wojtusiak; Wejdan Bagais; Hedyeh Mobahi; Elina Guralnik; Amira Roess; Farrokh Alemi (AMIA, 2021)

Reproducibility, Transparency and Evaluation of Machine Learning in Health Applications. - Janusz Wojtusiak (HEALTHINF, 2021)

Online Decision Support Tool that Explains Temporal Prediction of Activities of Daily Living (ADL). - Janusz Wojtusiak; Negin Asadzaehzanjani; Cari Levy; Farrokh Alemi; Allison E. Williams (HEALTHINF, 2021)

Administrative Health Data Representation for Mortality and High Utilization Prediction. - Negin Asadzadehzanjani; Janusz Wojtusiak (Poly/DMAH@VLDB, 2021)

Using Wi-Fi Infrastructure to Predict Contacts During Pandemics. - Janusz Wojtusiak; Ying Wang 062; Varalakshmi Vakkalagadda; Farrokh Alemi; Amira Roess (ICHI, 2021)

Location prediction using GPS trackers: Can machine learning help locate the missing people with dementia? - Janusz Wojtusiak; Reyhaneh Mogharab Nia (Internet Things, 2021)

COVID-19 Symptom Monitoring and Social Distancing in a University Population. - Janusz Wojtusiak; Pramita Bagchi; Sri Surya Krishna Rama Taraka Naren Durbha; Hedyeh Mobahi; Reyhaneh Mogharab Nia; Amira Roess (J. Heal. Informatics Res., 2021)

Computational Barthel Index: an automated tool for assessing and predicting activities of daily living among nursing home patients. - Janusz Wojtusiak; Negin Asadzadehzanjani; Cari Levy; Farrokh Alemi; Allison E. Williams (BMC Medical Informatics Decis. Mak., 2021)

Dashboard for Machine Learning Models in Health Care. - Wejdan Bagais; Janusz Wojtusiak (HEALTHINF, 2022)

From Wearable Device to OpenEMR: 5G Edge Centered Telemedicine and Decision Support System. - Ying Wang 062; Patricia Tran; Janusz Wojtusiak (HEALTHINF, 2022)

Discussion on Comparing Machine Learning Models for Health Outcome Prediction. - Janusz Wojtusiak; Negin Asadzadehzanjani (HEALTHINF, 2022)

From Undergraduate to Doctoral Health Informatics Training: A Data Focus. - Janusz Wojtusiak; Hua Min (ICHI, 2022)

Application of Synthetic Datasets across Courses in Health Informatics Education. - Hua Min; Hedyeh Mobahi; Janusz Wojtusiak (ICHI, 2023)

Big Data Decision-Making and Racial Disparities: A Case Study Among COVID-19 Inpatient Visits. - Atefehsadat Haghighathoseini; Janusz Wojtusiak; Nirup M. Menon; Hua Min; Cara Frankenfeld; Timothy Leslie (IEEE Big Data, 2024)

Selection Bias from Data Processing in N3C. - Atefehsadat Haghighathoseini; Mohammad Qodrati; Hua Min; Timothy Leslie; Cara Frankenfeld; Nirup M. Menon; Janusz Wojtusiak (ICHI, 2024)