W. Nick Street

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 30

Top Topics

Colorectal Cancer

Top Venues

Publications

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 (2024)
Fahrettin Cakir, Barrett W. Thomas, W. Nick Street
Rollout-based routing strategies with embedded prediction: A fish trawling application. Comput. Oper. Res. 150 (2023)
Sadjad Anzabi Zadeh, W. Nick Street, Barrett W. Thomas
Optimizing warfarin dosing using deep reinforcement learning. J. Biomed. Informatics 137 (2023)
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) (2022)
Yankun Huang, Qihang Lin, W. Nick Street, Stephen Baek
Federated Learning on Adaptively Weighted Nodes by Bilevel Optimization. CoRR (2022)
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)
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 (2022)
Sadjad Anzabi Zadeh, W. Nick Street, Barrett W. Thomas
Optimizing Warfarin Dosing using Deep Reinforcement Learning. CoRR (2022)
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) (2021)
Michael T. Lash, W. Nick Street
Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification. CoRR (2020)
Eric S. Pahl, W. Nick Street, Hans J. Johnson, Alan I. Reed
A predictive model for kidney transplant graft survival using machine learning. CoRR (2020)
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) (2020)
Michael T. Lash, W. Nick Street
Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification. BIBM (2020)
Yichen Ding, W. Nick Street, Ling Tong, Shangguan Wang
An Ensemble Method for Data Imputation. ICHI (2019)
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)
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 (2019)
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 (2018)
Michael T. Lash, Qihang Lin, W. Nick Street
Prophit: Causal inverse classification for multiple continuously valued treatment policies. CoRR (2018)
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) (2018)
Wenjun Wang, W. Nick Street
Modeling and maximizing influence diffusion in social networks for viral marketing. Appl. Netw. Sci. 3 (1) (2018)
Senay Yasar Saglam, W. Nick Street
Distant diversity in dynamic class prediction. Ann. Oper. Res. 263 (1-2) (2018)
Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson, Jeffrey W. Ohlmann
Generalized Inverse Classification. SDM (2017)
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 (2017)
Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson
A Budget-Constrained Inverse Classification Framework for Smooth Classifiers. ICDM Workshops (2017)
Lian Duan, Yanchi Liu, W. Nick Street, Haibing Lu
Utilizing advances in correlation analysis for community structure detection. Expert Syst. Appl. 84 (2017)
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)
Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson, Jeffrey W. Ohlmann
Generalized Inverse Classification. CoRR (2016)
Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson
A budget-constrained inverse classification framework for smooth classifiers. CoRR (2016)
Michael T. Lash, W. Nick Street
Realistic risk-mitigating recommendations via inverse classification. CoRR (2016)
Lian Duan, W. Nick Street
Speeding up maximal fully-correlated itemsets search in large databases. Int. J. Mach. Learn. Cybern. 7 (5) (2016)
Wenjun Wang, W. Nick Street, Renato E. deMatta
Topological Resilience Analysis of Supply Networks under Random Disruptions and Targeted Attacks. ASONAM (2015)
Xi Wang, Zhiya Zuo, Kang Zhao, W. Nick Street
Predicting User Participation and Detecting User Role Diffusion in Online Health Communities. ICHI (2015)
Wenjun Wang, W. Nick Street
Finding Hierarchical Communities in Complex Networks Using Influence-Guided Label Propagation. ICDM Workshops (2015)
Senay Yasar Saglam, W. Nick Street
Dynamic Class Prediction with Classifier Based Distance Measure. AusDM (2014)
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) (2014)
Mohammad Khoshneshin, Mahtab Ghazizadeh, W. Nick Street, Jeffrey W. Ohlmann
A Memetic Heuristic for the Co-clustering Problem. BICT (2014)
Wenjun Wang, W. Nick Street
A novel algorithm for community detection and influence ranking in social networks. ASONAM (2014)
Xi Wang, Kang Zhao, W. Nick Street
Social Support and User Engagement in Online Health Communities. ICSH (2014)
Lian Duan, W. Nick Street, Yanchi Liu
Speeding up correlation search for binary data. Pattern Recognit. Lett. 34 (13) (2013)
Lian Duan, Mohammad Khoshneshin, W. Nick Street, Mei Liu
Adverse Drug Effect Detection. IEEE J. Biomed. Health Informatics 17 (2) (2013)
Michael Rechenthin, W. Nick Street, Padmini Srinivasan
Stock chatter: Using stock sentiment to predict price direction. Algorithmic Finance 2 (3-4) (2013)
Si-Chi Chin, W. Nick Street
Divide and Transfer: an Exploration of Segmented Transfer to Detect Wikipedia Vandalism. ICML Unsupervised and Transfer Learning (2012)
Si-Chi Chin, W. Nick Street
Survival analysis of click logs. SIGIR (2012)
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) (2012)
Haibing Lu, Yuan Hong, W. Nick Street, Fei Wang, Hanghang Tong
Overlapping Clustering with Sparseness Constraints. ICDM Workshops (2012)
Si-Chi Chin, Charisse R. Madlock-Brown, W. Nick Street, David Eichmann
Firework visualization: a model for local citation analysis. IHI (2012)
Chen Yang, W. Nick Street, Jennifer G. Robinson
10-year CVD risk prediction and minimization via InverseClassification. IHI (2012)
Si-Chi Chin, W. Nick Street
Enriching Wikipedia Vandalism Taxonomy via Subclass Discovery. LDH (2011)
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) (2011)
Mohammad Khoshneshin, W. Nick Street, Padmini Srinivasan
Bayesian Embedding of Co-occurrence Data for Query-Based Visualization. ICMLA (1) (2011)
Mohammad Khoshneshin, W. Nick Street
Incremental collaborative filtering via evolutionary co-clustering. RecSys (2010)
Chen Yang, W. Nick Street, Der-Fa Lu, Lynne Lanning
A data mining approach to MPGN type II renal survival analysis. IHI (2010)
Chih-Lin Chi, W. Nick Street, David A. Katz
A decision support system for cost-effective diagnosis. Artif. Intell. Medicine 50 (3) (2010)
Mohammad Khoshneshin, W. Nick Street
Collaborative filtering via euclidean embedding. RecSys (2010)
Si-Chi Chin, W. Nick Street, Padmini Srinivasan, David Eichmann
Detecting Wikipedia vandalism with active learning and statistical language models. WICOW (2010)
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) (2008)
Yi Zhang, W. Nick Street
Bagging with Adaptive Costs. IEEE Trans. Knowl. Data Eng. 20 (5) (2008)
Ding Yuan, W. Nick Street
HACS: Heuristic Algorithm for Clustering Subsets. SDM (2007)
Chih-Lin Chi, W. Nick Street, William H. Wolberg
Application of Artificial Neural Network-Based Survival Analysis on Two Breast Cancer Datasets. AMIA (2007)
Kaan Ataman, W. Nick Street, Yi Zhang
Learning to Rank by Maximizing AUC with Linear Programming. IJCNN (2006)
Xin Ying Qiu, Padmini Srinivasan, W. Nick Street
Exploring the Forecasting Potential of Company Annual Reports. ASIST (2006)
Yi Zhang, Samuel Burer, W. Nick Street
Ensemble Pruning Via Semi-definite Programming. J. Mach. Learn. Res. 7 (2006)
YongSeog Kim, W. Nick Street, Filippo Menczer
Optimal ensemble construction via meta-evolutionary ensembles. Expert Syst. Appl. 30 (4) (2006)
Kirk T. Phillips, W. Nick Street
Predicting Outcomes of Hospitalization for Heart Failure Using Logistic Regression and Knowledge Discovery Methods. AMIA (2005)
W. Nick Street
Oblique Multicategory Decision Trees Using Nonlinear Programming. INFORMS J. Comput. 17 (1) (2005)
Yi Zhang, W. Nick Street, Samuel Burer
Sharing Classifiers among Ensembles from Related Problem Domains. ICDM (2005)
Yi Zhang, W. Nick Street
Bagging with Adaptive Costs. ICDM (2005)
YongSeog Kim, W. Nick Street
An intelligent system for customer targeting: a data mining approach. Decis. Support Syst. 37 (2) (2004)
Kyoung-Mi Lee, W. Nick Street
Cluster-driven refinement for content-based digital image retrieval. IEEE Trans. Multim. 6 (6) (2004)
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) (2003)
Filippo Menczer, W. Nick Street, Narayan Vishwakarma, Alvaro E. Monge, Markus Jakobsson
IntelliShopper: a proactive, personal, private shopping assistant. AAMAS (2002)
Kyoung-Mi Lee, W. Nick Street
Incremental feature weight learning and its application to a shape-based query system. Pattern Recognit. Lett. 23 (7) (2002)
YongSeog Kim, W. Nick Street, Filippo Menczer
Evolutionary model selection in unsupervised learning. Intell. Data Anal. 6 (6) (2002)
Filippo Menczer, Alvaro E. Monge, W. Nick Street
Adaptive Assistants for Customized E-Shopping. IEEE Intell. Syst. 17 (6) (2002)
W. Nick Street, YongSeog Kim
A streaming ensemble algorithm (SEA) for large-scale classification. KDD (2001)
Kyoung-Mi Lee, W. Nick Street
Automatic Feature Mining for Personalized Digital Image Retrieval. MDM/KDD (2001)
Kyoung-Mi Lee, W. Nick Street
Intelligent Object-based Image Retrieval Using Cluster-driven Personal Preference Learning. SIGIR (2001)
YongSeog Kim, W. Nick Street, Filippo Menczer
An evolutionary multi-objective local selection algorithm for customer targeting. CEC (2001)
YongSeog Kim, W. Nick Street, Filippo Menczer
Feature selection in unsupervised learning via evolutionary search. KDD (2000)
Filippo Menczer, Melania Degeratu, W. Nick Street
Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms. Evol. Comput. 8 (2) (2000)
Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street
Feature Selection via Mathematical Programming. INFORMS J. Comput. 10 (2) (1998)
W. Nick Street
A Neural Network Model for Prognostic Prediction. ICML (1998)
Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street
Clustering via Concave Minimization. NIPS (1996)
W. Nick Street, Olvi L. Mangasarian, William H. Wolberg
An Inductive Learning Approach to Prognostic Prediction. ICML (1995)
Olvi L. Mangasarian, W. Nick Street, William H. Wolberg
Breast Cancer Diagnosis and Prognosis Via Linear Programming. Oper. Res. 43 (4) (1995)