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ORCIDW. Nick Street
William Nick Street
Person information
- affiliation: University of Iowa, Department of Management Sciences, Iowa City, IA, USA
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Journal Articles
- 2023
[j34]Fahrettin Cakir
, Barrett W. Thomas, W. Nick Street:
Rollout-based routing strategies with embedded prediction: A fish trawling application. Comput. Oper. Res. 150: 106055 (2023)- [j33]Sadjad Anzabi Zadeh, W. Nick Street, Barrett W. Thomas:
Optimizing warfarin dosing using deep reinforcement learning. J. Biomed. Informatics 137: 104267 (2023) - 2022
- [j32]Jisoo Lee, Sulyun Lee, W. Nick Street, Linnea A. Polgreen:
Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients. BMC Medical Informatics Decis. Mak. 22(1): 115 (2022) - 2021
- [j31]Amin Vahedian Khezerlou, Xun Zhou, Xinyi Li, W. Nick Street, Yanhua Li:
DILSA+: Predicting Urban Dispersal Events through Deep Survival Analysis with Enhanced Urban Features. ACM Trans. Intell. Syst. Technol. 12(4): 49:1-49:25 (2021) - 2020
- [j30]Xiangyu Wang, Kang Zhao, Xun Zhou, W. Nick Street:
Predicting User Posting Activities in Online Health Communities with Deep Learning. ACM Trans. Manag. Inf. Syst. 11(3): 12:1-12:15 (2020) - 2018
- [j29]Senay Yasar Saglam, W. Nick Street:
Distant diversity in dynamic class prediction. Ann. Oper. Res. 263(1-2): 5-19 (2018) - [j28]Wenjun Wang, W. Nick Street:
Modeling and maximizing influence diffusion in social networks for viral marketing. Appl. Netw. Sci. 3(1): 6:1-6:26 (2018) - [j27]Michael T. Lash, Min Zhang, Xun Zhou, W. Nick Street, Charles F. Lynch:
Deriving enhanced geographical representations via similarity-based spectral analysis: predicting colorectal cancer survival curves in Iowa. Int. J. Data Min. Bioinform. 21(3): 183-211 (2018) - 2017
- [j26]Lian Duan, Yanchi Liu, W. Nick Street, Haibing Lu:
Utilizing advances in correlation analysis for community structure detection. Expert Syst. Appl. 84: 74-91 (2017) - 2016
- [j25]Lian Duan, W. Nick Street:
Speeding up maximal fully-correlated itemsets search in large databases. Int. J. Mach. Learn. Cybern. 7(5): 741-751 (2016) - 2015
- [j24]Wenjun Wang, William Nick Street:
Modeling influence diffusion to uncover influence centrality and community structure in social networks. Soc. Netw. Anal. Min. 5(1): 15:1-15:16 (2015) - 2014
- [j23]Lian Duan, W. Nick Street, Yanchi Liu, Songhua Xu, Brook Wu:
Selecting the Right Correlation Measure for Binary Data. ACM Trans. Knowl. Discov. Data 9(2): 13:1-13:28 (2014) - 2013
- [j22]Michael Rechenthin, W. Nick Street, Padmini Srinivasan:
Stock chatter: Using stock sentiment to predict price direction. Algorithmic Finance 2(3-4): 169-196 (2013) - [j21]Lian Duan, W. Nick Street, Yanchi Liu:
Speeding up correlation search for binary data. Pattern Recognit. Lett. 34(13): 1499-1507 (2013) - [j20]Lian Duan, Mohammad Khoshneshin, W. Nick Street, Mei Liu:
Adverse Drug Effect Detection. IEEE J. Biomed. Health Informatics 17(2): 305-311 (2013) - 2012
- [j19]Chih-Lin Chi, W. Nick Street, Jennifer G. Robinson, Matthew A. Crawford:
Individualized patient-centered lifestyle recommendations: An expert system for communicating patient specific cardiovascular risk information and prioritizing lifestyle options. J. Biomed. Informatics 45(6): 1164-1174 (2012) - 2011
- [j18]Lian Duan, W. Nick Street, E. Xu:
Healthcare information systems: data mining methods in the creation of a clinical recommender system. Enterp. Inf. Syst. 5(2): 169-181 (2011) - 2010
- [j17]Chih-Lin Chi, W. Nick Street, David A. Katz:
A decision support system for cost-effective diagnosis. Artif. Intell. Medicine 50(3): 149-161 (2010) - 2008
- [j16]Chih-Lin Chi, W. Nick Street, Marcia M. Ward:
Building a hospital referral expert system with a Prediction and Optimization-Based Decision Support System algorithm. J. Biomed. Informatics 41(2): 371-386 (2008) - [j15]Yi Zhang, W. Nick Street:
Bagging with Adaptive Costs. IEEE Trans. Knowl. Data Eng. 20(5): 577-588 (2008) - 2006
- [j14]YongSeog Kim, W. Nick Street, Filippo Menczer:
Optimal ensemble construction via meta-evolutionary ensembles. Expert Syst. Appl. 30(4): 705-714 (2006) - [j13]Yi Zhang, Samuel Burer, W. Nick Street:
Ensemble Pruning Via Semi-definite Programming. J. Mach. Learn. Res. 7: 1315-1338 (2006) - 2005
- [j12]W. Nick Street:
Oblique Multicategory Decision Trees Using Nonlinear Programming. INFORMS J. Comput. 17(1): 25-31 (2005) - [j11]YongSeog Kim, William Nick Street, Gary J. Russell, Filippo Menczer:
Customer Targeting: A Neural Network Approach Guided by Genetic Algorithms. Manag. Sci. 51(2): 264-276 (2005) - 2004
- [j10]YongSeog Kim, W. Nick Street:
An intelligent system for customer targeting: a data mining approach. Decis. Support Syst. 37(2): 215-228 (2004) - [j9]Kyoung-Mi Lee, W. Nick Street:
Cluster-driven refinement for content-based digital image retrieval. IEEE Trans. Multim. 6(6): 817-827 (2004) - 2003
- [j8]Kyoung-Mi Lee, W. Nick Street:
Model-based detection, segmentation, and classification for image analysis using on-line shape learning. Mach. Vis. Appl. 13(4): 222-233 (2003) - [j7]Kyoung-Mi Lee, William Nick Street:
An adaptive resource-allocating network for automated detection, segmentation, and classification of breast cancer nuclei topic area: image processing and recognition. IEEE Trans. Neural Networks 14(3): 680-687 (2003) - 2002
- [j6]Filippo Menczer, Alvaro E. Monge, W. Nick Street:
Adaptive Assistants for Customized E-Shopping. IEEE Intell. Syst. 17(6): 12-19 (2002) - [j5]YongSeog Kim, W. Nick Street, Filippo Menczer:
Evolutionary model selection in unsupervised learning. Intell. Data Anal. 6(6): 531-556 (2002) - [j4]Kyoung-Mi Lee, W. Nick Street:
Incremental feature weight learning and its application to a shape-based query system. Pattern Recognit. Lett. 23(7): 865-874 (2002) - 2000
- [j3]Filippo Menczer, Melania Degeratu, W. Nick Street:
Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms. Evol. Comput. 8(2): 223-247 (2000) - 1998
- [j2]Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street:
Feature Selection via Mathematical Programming. INFORMS J. Comput. 10(2): 209-217 (1998) - 1995
- [j1]Olvi L. Mangasarian, W. Nick Street, William H. Wolberg:
Breast Cancer Diagnosis and Prognosis Via Linear Programming. Oper. Res. 43(4): 570-577 (1995)
Conference and Workshop Papers
- 2022
- [c44]Bang An, Amin Vahedian, Xun Zhou, W. Nick Street, Yanhua Li:
HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data. SDM 2022: 334-342 - 2020
- [c43]Michael T. Lash, W. Nick Street:
Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification. BIBM 2020: 2610-2617 - 2019
- [c42]Amin Vahedian, Xun Zhou, Ling Tong, W. Nick Street, Yanhua Li:
Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data. AAAI 2019: 5199-5206 - [c41]Yichen Ding, W. Nick Street, Ling Tong, Shangguan Wang:
An Ensemble Method for Data Imputation. ICHI 2019: 1-3 - 2017
- [c40]Michael T. Lash, Yuqi Sun, Xun Zhou, Charles F. Lynch, W. Nick Street:
Learning rich geographical representations: Predicting colorectal cancer survival in the state of Iowa. BIBM 2017: 778-785 - [c39]Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson:
A Budget-Constrained Inverse Classification Framework for Smooth Classifiers. ICDM Workshops 2017: 1184-1193 - [c38]Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson, Jeffrey W. Ohlmann:
Generalized Inverse Classification. SDM 2017: 162-170 - 2015
- [c37]Wenjun Wang, W. Nick Street, Renato E. deMatta:
Topological Resilience Analysis of Supply Networks under Random Disruptions and Targeted Attacks. ASONAM 2015: 250-257 - [c36]Wenjun Wang, W. Nick Street:
Finding Hierarchical Communities in Complex Networks Using Influence-Guided Label Propagation. ICDM Workshops 2015: 547-556 - [c35]Xi Wang, Zhiya Zuo, Kang Zhao, W. Nick Street:
Predicting User Participation and Detecting User Role Diffusion in Online Health Communities. ICHI 2015: 483 - 2014
- [c34]Wenjun Wang, W. Nick Street:
A novel algorithm for community detection and influence ranking in social networks. ASONAM 2014: 555-560 - [c33]Senay Yasar Saglam, W. Nick Street:
Dynamic Class Prediction with Classifier Based Distance Measure. AusDM 2014: 79-90 - [c32]Mohammad Khoshneshin, Mahtab Ghazizadeh, W. Nick Street, Jeffrey W. Ohlmann:
A Memetic Heuristic for the Co-clustering Problem. BICT 2014 - [c31]Xi Wang, Kang Zhao, W. Nick Street:
Social Support and User Engagement in Online Health Communities. ICSH 2014: 97-110 - [c30]Lian Duan, William Nick Street, Yanchi Liu, Haibing Lu:
Community detection in graphs through correlation. KDD 2014: 1376-1385 - 2012
- [c29]Haibing Lu, Yuan Hong, W. Nick Street, Fei Wang, Hanghang Tong:
Overlapping Clustering with Sparseness Constraints. ICDM Workshops 2012: 486-494 - [c28]Si-Chi Chin, Charisse R. Madlock-Brown, W. Nick Street, David Eichmann:
Firework visualization: a model for local citation analysis. IHI 2012: 121-130 - [c27]Chen Yang, W. Nick Street, Jennifer G. Robinson:
10-year CVD risk prediction and minimization via InverseClassification. IHI 2012: 603-610 - [c26]Si-Chi Chin, W. Nick Street:
Survival analysis of click logs. SIGIR 2012: 1149-1150 - [c25]Si-Chi Chin, W. Nick Street:
Divide and Transfer: an Exploration of Segmented Transfer to Detect Wikipedia Vandalism. ICML Unsupervised and Transfer Learning 2012: 133-144 - 2011
- [c24]Mohammad Khoshneshin, W. Nick Street, Padmini Srinivasan:
Bayesian Embedding of Co-occurrence Data for Query-Based Visualization. ICMLA (1) 2011: 74-79 - [c23]Si-Chi Chin, W. Nick Street:
Enriching Wikipedia Vandalism Taxonomy via Subclass Discovery. LDH 2011: 19-24 - 2010
- [c22]Chen Yang, W. Nick Street, Der-Fa Lu, Lynne Lanning:
A data mining approach to MPGN type II renal survival analysis. IHI 2010: 454-458 - [c21]Mohammad Khoshneshin, W. Nick Street:
Collaborative filtering via euclidean embedding. RecSys 2010: 87-94 - [c20]Mohammad Khoshneshin, W. Nick Street:
Incremental collaborative filtering via evolutionary co-clustering. RecSys 2010: 325-328 - [c19]Si-Chi Chin, W. Nick Street, Padmini Srinivasan, David Eichmann:
Detecting Wikipedia vandalism with active learning and statistical language models. WICOW 2010: 3-10 - 2009
- [c18]Lian Duan, William Nick Street:
Finding Maximal Fully-Correlated Itemsets in Large Databases. ICDM 2009: 770-775 - 2007
- [c17]Chih-Lin Chi, W. Nick Street, William H. Wolberg:
Application of Artificial Neural Network-Based Survival Analysis on Two Breast Cancer Datasets. AMIA 2007 - [c16]Ding Yuan, W. Nick Street:
HACS: Heuristic Algorithm for Clustering Subsets. SDM 2007: 617-622 - 2006
- [c15]Xin Ying Qiu, Padmini Srinivasan, W. Nick Street:
Exploring the Forecasting Potential of Company Annual Reports. ASIST 2006: 1-15 - [c14]Kaan Ataman, W. Nick Street, Yi Zhang:
Learning to Rank by Maximizing AUC with Linear Programming. IJCNN 2006: 123-129 - 2005
- [c13]Kirk T. Phillips, W. Nick Street:
Predicting Outcomes of Hospitalization for Heart Failure Using Logistic Regression and Knowledge Discovery Methods. AMIA 2005 - [c12]Yi Zhang, W. Nick Street, Samuel Burer:
Sharing Classifiers among Ensembles from Related Problem Domains. ICDM 2005: 522-529 - [c11]Yi Zhang, W. Nick Street:
Bagging with Adaptive Costs. ICDM 2005: 825-828 - 2002
- [c10]Filippo Menczer, W. Nick Street, Narayan Vishwakarma, Alvaro E. Monge, Markus Jakobsson:
IntelliShopper: a proactive, personal, private shopping assistant. AAMAS 2002: 1001-1008 - 2001
- [c9]YongSeog Kim, W. Nick Street, Filippo Menczer:
An evolutionary multi-objective local selection algorithm for customer targeting. CEC 2001: 759-766 - [c8]Kyoung-Mi Lee, W. Nick Street:
Automatic Feature Mining for Personalized Digital Image Retrieval. MDM/KDD 2001: 38-43 - [c7]W. Nick Street, YongSeog Kim:
A streaming ensemble algorithm (SEA) for large-scale classification. KDD 2001: 377-382 - [c6]Kyoung-Mi Lee, W. Nick Street:
Intelligent Object-based Image Retrieval Using Cluster-driven Personal Preference Learning. SIGIR 2001: 436-437 - 2000
- [c5]YongSeog Kim, W. Nick Street, Filippo Menczer:
Feature selection in unsupervised learning via evolutionary search. KDD 2000: 365-369 - [c4]Kyoung-Mi Lee, William Nick Street:
Automatic image segmentation and classification using on-line shape learning. WACV 2000: 64-70 - 1998
- [c3]W. Nick Street:
A Neural Network Model for Prognostic Prediction. ICML 1998: 540-546 - 1996
- [c2]Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street:
Clustering via Concave Minimization. NIPS 1996: 368-374 - 1995
- [c1]W. Nick Street, Olvi L. Mangasarian, William H. Wolberg:
An Inductive Learning Approach to Prognostic Prediction. ICML 1995: 522-530
Data and Artifacts
- 1995
- [d2]William H. Wolberg, Olvi L. Mangasarian, W. Nick Street:
Breast Cancer Wisconsin (Diagnostic). UCI Machine Learning Repository, 1995
- [d1]William H. Wolberg, W. Nick Street, Olvi L. Mangasarian:
Breast Cancer Wisconsin (Prognostic). UCI Machine Learning Repository, 1995
Informal and Other Publications
- 2024
- [i13]Sadjad Anzabi Zadeh, W. Nick Street, Barrett W. Thomas:
An Explainable Deep Reinforcement Learning Model for Warfarin Maintenance Dosing Using Policy Distillation and Action Forging. CoRR abs/2404.17187 (2024) - 2022
- [i12]Sadjad Anzabi Zadeh, W. Nick Street, Barrett W. Thomas:
Optimizing Warfarin Dosing using Deep Reinforcement Learning. CoRR abs/2202.03486 (2022) - [i11]Bang An, Amin Vahedian, Xun Zhou, W. Nick Street, Yanhua Li:
HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data. CoRR abs/2203.03100 (2022) - [i10]Yankun Huang, Qihang Lin, W. Nick Street, Stephen Baek:
Federated Learning on Adaptively Weighted Nodes by Bilevel Optimization. CoRR abs/2207.10751 (2022) - 2020
- [i9]Michael T. Lash, W. Nick Street:
Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification. CoRR abs/2011.08254 (2020) - [i8]Eric S. Pahl, W. Nick Street, Hans J. Johnson, Alan I. Reed:
A predictive model for kidney transplant graft survival using machine learning. CoRR abs/2012.03787 (2020) - 2019
- [i7]Amin Vahedian, Xun Zhou, Ling Tong, W. Nick Street, Yanhua Li:
Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data. CoRR abs/1905.01281 (2019) - 2018
- [i6]Michael T. Lash, Qihang Lin, W. Nick Street:
Prophit: Causal inverse classification for multiple continuously valued treatment policies. CoRR abs/1802.04918 (2018) - [i5]Michael T. Lash, Min Zhang, Xun Zhou, W. Nick Street, Charles F. Lynch:
Deriving Enhanced Geographical Representations via Similarity-based Spectral Analysis: Predicting Colorectal Cancer Survival Curves in Iowa. CoRR abs/1809.03323 (2018) - 2017
- [i4]Michael T. Lash, Yuqi Sun, Xun Zhou, Charles F. Lynch, W. Nick Street:
Learning Rich Geographical Representations: Predicting Colorectal Cancer Survival in the State of Iowa. CoRR abs/1708.04714 (2017) - 2016
- [i3]Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson:
A budget-constrained inverse classification framework for smooth classifiers. CoRR abs/1605.09068 (2016) - [i2]Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson, Jeffrey W. Ohlmann:
Generalized Inverse Classification. CoRR abs/1610.01675 (2016) - [i1]Michael T. Lash, W. Nick Street:
Realistic risk-mitigating recommendations via inverse classification. CoRR abs/1611.04199 (2016)
Coauthor Index
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