An Inductive Learning Approach to Prognostic Prediction. - W. Nick Street; Olvi L. Mangasarian; William H. Wolberg (ICML, 1995)

Breast Cancer Diagnosis and Prognosis Via Linear Programming. - Olvi L. Mangasarian; W. Nick Street; William H. Wolberg (Oper. Res., 1995)

Breast Cancer Wisconsin (Diagnostic). - William H. Wolberg; Olvi L. Mangasarian; W. Nick Street (UCI Machine Learning Repository, 1995)

Breast Cancer Wisconsin (Prognostic). - William H. Wolberg; W. Nick Street; Olvi L. Mangasarian (UCI Machine Learning Repository, 1995)

Clustering via Concave Minimization. - Paul S. Bradley; Olvi L. Mangasarian; W. Nick Street (NIPS, 1996)

A Neural Network Model for Prognostic Prediction. - W. Nick Street (ICML, 1998)

Feature Selection via Mathematical Programming. - Paul S. Bradley; Olvi L. Mangasarian; W. Nick Street (INFORMS J. Comput., 1998)

Feature selection in unsupervised learning via evolutionary search. - YongSeog Kim; W. Nick Street; Filippo Menczer (KDD, 2000)

Automatic image segmentation and classification using on-line shape learning. - Kyoung-Mi Lee; William Nick Street (WACV, 2000)

Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms. - Filippo Menczer; Melania Degeratu; W. Nick Street (Evol. Comput., 2000)

An evolutionary multi-objective local selection algorithm for customer targeting. - YongSeog Kim; W. Nick Street; Filippo Menczer (CEC, 2001)

Automatic Feature Mining for Personalized Digital Image Retrieval. - Kyoung-Mi Lee; W. Nick Street (MDM/KDD, 2001)

A streaming ensemble algorithm (SEA) for large-scale classification. - W. Nick Street; YongSeog Kim (KDD, 2001)

Intelligent Object-based Image Retrieval Using Cluster-driven Personal Preference Learning. - Kyoung-Mi Lee; W. Nick Street (SIGIR, 2001)

IntelliShopper: a proactive, personal, private shopping assistant. - Filippo Menczer; W. Nick Street; Narayan Vishwakarma; Alvaro E. Monge; Markus Jakobsson (AAMAS, 2002)

Adaptive Assistants for Customized E-Shopping. - Filippo Menczer; Alvaro E. Monge; W. Nick Street (IEEE Intell. Syst., 2002)

Evolutionary model selection in unsupervised learning. - YongSeog Kim; W. Nick Street; Filippo Menczer (Intell. Data Anal., 2002)

Incremental feature weight learning and its application to a shape-based query system. - Kyoung-Mi Lee; W. Nick Street (Pattern Recognit. Lett., 2002)

Model-based detection, segmentation, and classification for image analysis using on-line shape learning. - Kyoung-Mi Lee; W. Nick Street (Mach. Vis. Appl., 2003)

An adaptive resource-allocating network for automated detection, segmentation, and classification of breast cancer nuclei topic area: image processing and recognition. - Kyoung-Mi Lee; William Nick Street (IEEE Trans. Neural Networks, 2003)

An intelligent system for customer targeting: a data mining approach. - YongSeog Kim; W. Nick Street (Decis. Support Syst., 2004)

Cluster-driven refinement for content-based digital image retrieval. - Kyoung-Mi Lee; W. Nick Street (IEEE Trans. Multim., 2004)

Predicting Outcomes of Hospitalization for Heart Failure Using Logistic Regression and Knowledge Discovery Methods. - Kirk T. Phillips; W. Nick Street (AMIA, 2005)

Sharing Classifiers among Ensembles from Related Problem Domains. - Yi Zhang 006; W. Nick Street; Samuel Burer (ICDM, 2005)

Oblique Multicategory Decision Trees Using Nonlinear Programming. - W. Nick Street (INFORMS J. Comput., 2005)

Customer Targeting: A Neural Network Approach Guided by Genetic Algorithms. - YongSeog Kim; William Nick Street; Gary J. Russell; Filippo Menczer (Manag. Sci., 2005)

Exploring the Forecasting Potential of Company Annual Reports. - Xin Ying Qiu; Padmini Srinivasan; W. Nick Street (ASIST, 2006)

Learning to Rank by Maximizing AUC with Linear Programming. - Kaan Ataman; W. Nick Street; Yi Zhang 006 (IJCNN, 2006)

Optimal ensemble construction via meta-evolutionary ensembles. - YongSeog Kim; W. Nick Street; Filippo Menczer (Expert Syst. Appl., 2006)

Ensemble Pruning Via Semi-definite Programming. - Yi Zhang 006; Samuel Burer; W. Nick Street (J. Mach. Learn. Res., 2006)

Application of Artificial Neural Network-Based Survival Analysis on Two Breast Cancer Datasets. - Chih-Lin Chi; W. Nick Street; William H. Wolberg (AMIA, 2007)

HACS: Heuristic Algorithm for Clustering Subsets. - Ding Yuan; W. Nick Street (SDM, 2007)

Building a hospital referral expert system with a Prediction and Optimization-Based Decision Support System algorithm. - Chih-Lin Chi; W. Nick Street; Marcia M. Ward (J. Biomed. Informatics, 2008)

Bagging with Adaptive Costs. - Yi Zhang 006; W. Nick Street (IEEE Trans. Knowl. Data Eng., 2008)

Finding Maximal Fully-Correlated Itemsets in Large Databases. - Lian Duan; William Nick Street (ICDM, 2009)

A data mining approach to MPGN type II renal survival analysis. - Chen Yang; W. Nick Street; Der-Fa Lu; Lynne Lanning (IHI, 2010)

Collaborative filtering via euclidean embedding. - Mohammad Khoshneshin; W. Nick Street (RecSys, 2010)

Incremental collaborative filtering via evolutionary co-clustering. - Mohammad Khoshneshin; W. Nick Street (RecSys, 2010)

Detecting Wikipedia vandalism with active learning and statistical language models. - Si-Chi Chin; W. Nick Street; Padmini Srinivasan; David Eichmann (WICOW, 2010)

A decision support system for cost-effective diagnosis. - Chih-Lin Chi; W. Nick Street; David A. Katz (Artif. Intell. Medicine, 2010)

Bayesian Embedding of Co-occurrence Data for Query-Based Visualization. - Mohammad Khoshneshin; W. Nick Street; Padmini Srinivasan (ICMLA (1), 2011)

Enriching Wikipedia Vandalism Taxonomy via Subclass Discovery. - Si-Chi Chin; W. Nick Street (LDH, 2011)

Healthcare information systems: data mining methods in the creation of a clinical recommender system. - Lian Duan; W. Nick Street; E. Xu (Enterp. Inf. Syst., 2011)

Overlapping Clustering with Sparseness Constraints. - Haibing Lu; Yuan Hong 001; W. Nick Street; Fei Wang 001; Hanghang Tong (ICDM Workshops, 2012)

Firework visualization: a model for local citation analysis. - Si-Chi Chin; Charisse R. Madlock-Brown; W. Nick Street; David Eichmann (IHI, 2012)

10-year CVD risk prediction and minimization via InverseClassification. - Chen Yang; W. Nick Street; Jennifer G. Robinson (IHI, 2012)

Survival analysis of click logs. - Si-Chi Chin; W. Nick Street (SIGIR, 2012)

Individualized patient-centered lifestyle recommendations: An expert system for communicating patient specific cardiovascular risk information and prioritizing lifestyle options. - Chih-Lin Chi; W. Nick Street; Jennifer G. Robinson; Matthew A. Crawford (J. Biomed. Informatics, 2012)

Divide and Transfer: an Exploration of Segmented Transfer to Detect Wikipedia Vandalism. - Si-Chi Chin; W. Nick Street (ICML Unsupervised and Transfer Learning, 2012)

Stock chatter: Using stock sentiment to predict price direction. - Michael Rechenthin; W. Nick Street; Padmini Srinivasan (Algorithmic Finance, 2013)

Speeding up correlation search for binary data. - Lian Duan; W. Nick Street; Yanchi Liu (Pattern Recognit. Lett., 2013)

Adverse Drug Effect Detection. - Lian Duan; Mohammad Khoshneshin; W. Nick Street; Mei Liu (IEEE J. Biomed. Health Informatics, 2013)

A novel algorithm for community detection and influence ranking in social networks. - Wenjun Wang 004; W. Nick Street (ASONAM, 2014)

Dynamic Class Prediction with Classifier Based Distance Measure. - Senay Yasar Saglam; W. Nick Street (AusDM, 2014)

A Memetic Heuristic for the Co-clustering Problem. - Mohammad Khoshneshin; Mahtab Ghazizadeh; W. Nick Street; Jeffrey W. Ohlmann (BICT, 2014)

Social Support and User Engagement in Online Health Communities. - Xi Wang 010; Kang Zhao 001; W. Nick Street (ICSH, 2014)

Community detection in graphs through correlation. - Lian Duan; William Nick Street; Yanchi Liu; Haibing Lu (KDD, 2014)

Selecting the Right Correlation Measure for Binary Data. - Lian Duan; W. Nick Street; Yanchi Liu; Songhua Xu; Brook Wu (ACM Trans. Knowl. Discov. Data, 2014)

Topological Resilience Analysis of Supply Networks under Random Disruptions and Targeted Attacks. - Wenjun Wang 004; W. Nick Street; Renato E. deMatta (ASONAM, 2015)

Finding Hierarchical Communities in Complex Networks Using Influence-Guided Label Propagation. - Wenjun Wang 004; W. Nick Street (ICDM Workshops, 2015)

Predicting User Participation and Detecting User Role Diffusion in Online Health Communities. - Xi Wang 010; Zhiya Zuo; Kang Zhao 001; W. Nick Street (ICHI, 2015)

Modeling influence diffusion to uncover influence centrality and community structure in social networks. - Wenjun Wang 004; William Nick Street (Soc. Netw. Anal. Min., 2015)

Realistic risk-mitigating recommendations via inverse classification. - Michael T. Lash; W. Nick Street (CoRR, 2016)

Speeding up maximal fully-correlated itemsets search in large databases. - Lian Duan; W. Nick Street (Int. J. Mach. Learn. Cybern., 2016)

Learning rich geographical representations: Predicting colorectal cancer survival in the state of Iowa. - Michael T. Lash; Yuqi Sun; Xun Zhou 001; Charles F. Lynch; W. Nick Street (BIBM, 2017)

A Budget-Constrained Inverse Classification Framework for Smooth Classifiers. - Michael T. Lash; Qihang Lin; W. Nick Street; Jennifer G. Robinson (ICDM Workshops, 2017)

Generalized Inverse Classification. - Michael T. Lash; Qihang Lin; W. Nick Street; Jennifer G. Robinson; Jeffrey W. Ohlmann (SDM, 2017)

Utilizing advances in correlation analysis for community structure detection. - Lian Duan; Yanchi Liu; W. Nick Street; Haibing Lu (Expert Syst. Appl., 2017)

Distant diversity in dynamic class prediction. - Senay Yasar Saglam; W. Nick Street (Ann. Oper. Res., 2018)

Modeling and maximizing influence diffusion in social networks for viral marketing. - Wenjun Wang 004; W. Nick Street (Appl. Netw. Sci., 2018)

Prophit: Causal inverse classification for multiple continuously valued treatment policies. - Michael T. Lash; Qihang Lin; W. Nick Street (CoRR, 2018)

Deriving enhanced geographical representations via similarity-based spectral analysis: predicting colorectal cancer survival curves in Iowa. - Michael T. Lash; Min Zhang 005; Xun Zhou 001; W. Nick Street; Charles F. Lynch (Int. J. Data Min. Bioinform., 2018)

Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data. - Amin Vahedian; Xun Zhou 001; Ling Tong; W. Nick Street; Yanhua Li (AAAI, 2019)

An Ensemble Method for Data Imputation. - Yichen Ding; W. Nick Street; Ling Tong; Shangguan Wang (ICHI, 2019)

Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification. - Michael T. Lash; W. Nick Street (BIBM, 2020)

A predictive model for kidney transplant graft survival using machine learning. - Eric S. Pahl; W. Nick Street; Hans J. Johnson; Alan I. Reed (CoRR, 2020)

Predicting User Posting Activities in Online Health Communities with Deep Learning. - Xiangyu Wang 009; Kang Zhao 001; Xun Zhou 001; W. Nick Street (ACM Trans. Manag. Inf. Syst., 2020)

DILSA+: Predicting Urban Dispersal Events through Deep Survival Analysis with Enhanced Urban Features. - Amin Vahedian Khezerlou; Xun Zhou 001; Xinyi Li; W. Nick Street; Yanhua Li (ACM Trans. Intell. Syst. Technol., 2021)

HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data. - Bang An 002; Amin Vahedian; Xun Zhou 001; W. Nick Street; Yanhua Li (SDM, 2022)

Federated Learning on Adaptively Weighted Nodes by Bilevel Optimization. - Yankun Huang; Qihang Lin; W. Nick Street; Stephen Baek (CoRR, 2022)

Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients. - Jisoo Lee; Sulyun Lee; W. Nick Street; Linnea A. Polgreen (BMC Medical Informatics Decis. Mak., 2022)

Rollout-based routing strategies with embedded prediction: A fish trawling application. - Fahrettin Cakir; Barrett W. Thomas; W. Nick Street (Comput. Oper. Res., 2023)

Optimizing warfarin dosing using deep reinforcement learning. - Sadjad Anzabi Zadeh; W. Nick Street; Barrett W. Thomas (J. Biomed. Informatics, 2023)

FedPAE: Peer-Adaptive Ensemble Learning for Asynchronous and Model-Heterogeneous Federated Learning. - Brianna Mueller; W. Nick Street; Stephen Baek; Qihang Lin; Jingyi Yang; Yankun Huang (IEEE Big Data, 2024)

LISA: Learning-Integrated Space Partitioning Framework for Traffic Accident Forecasting on Heterogeneous Spatiotemporal Data. - Bang An 002; Xun Zhou 001; Amin Vahedian; W. Nick Street; Jinping Guan; Jun Luo 007 (ICDM, 2024)

An Explainable Deep Reinforcement Learning Model for Warfarin Maintenance Dosing Using Policy Distillation and Action Forging. - Sadjad Anzabi Zadeh; W. Nick Street; Barrett W. Thomas (CoRR, 2024)