W. Nick Street

90 papers A* 10A 6B 5Misc 3Journal 47Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FedDES: Graph-Based Dynamic Ensemble Selection for Personalized Federated Learning. CoRR Brianna Mueller, W. Nick Street
2024	J	`jnl`	An Explainable Deep Reinforcement Learning Model for Warfarin Maintenance Dosing Using Policy Distillation and Action Forging. CoRR Sadjad Anzabi Zadeh, W. Nick Street, Barrett W. Thomas
2024	B	`conf`	FedPAE: Peer-Adaptive Ensemble Learning for Asynchronous and Model-Heterogeneous Federated Learning. IEEE Big Data Brianna Mueller, W. Nick Street, Stephen Baek, Qihang Lin, Jingyi Yang, Yankun Huang
2024	J	`jnl`	FedPAE: Peer-Adaptive Ensemble Learning for Asynchronous and Model-Heterogeneous Federated Learning. CoRR Brianna Mueller, W. Nick Street, Stephen Baek, Qihang Lin, Jingyi Yang, Yankun Huang
2024	A*	`conf`	LISA: Learning-Integrated Space Partitioning Framework for Traffic Accident Forecasting on Heterogeneous Spatiotemporal Data. ICDM Bang An, Xun Zhou, Amin Vahedian, W. Nick Street, Jinping Guan, Jun Luo
2024	J	`jnl`	LISA: Learning-Integrated Space Partitioning Framework for Traffic Accident Forecasting on Heterogeneous Spatiotemporal Data. CoRR Bang An, Xun Zhou, Amin Vahedian, W. Nick Street, Jinping Guan, Jun Luo
2023	J	`jnl`	Optimizing warfarin dosing using deep reinforcement learning. J. Biomed. Informatics Sadjad Anzabi Zadeh, W. Nick Street, Barrett W. Thomas
2023	J	`jnl`	Rollout-based routing strategies with embedded prediction: A fish trawling application. Comput. Oper. Res. Fahrettin Cakir, Barrett W. Thomas, W. Nick Street
2022	J	`jnl`	Federated Learning on Adaptively Weighted Nodes by Bilevel Optimization. CoRR Yankun Huang, Qihang Lin, W. Nick Street, Stephen Baek
2022	A	`conf`	HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data. SDM Bang An, Amin Vahedian, Xun Zhou, W. Nick Street, Yanhua Li
2022	J	`jnl`	HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data. CoRR Bang An, Amin Vahedian, Xun Zhou, W. Nick Street, Yanhua Li
2022	J	`jnl`	Machine learning approaches to predict the 1-year-after-initial-AMI survival of elderly patients. BMC Medical Informatics Decis. Mak. Jisoo Lee, Sulyun Lee, W. Nick Street, Linnea A. Polgreen
2022	J	`jnl`	Optimizing Warfarin Dosing using Deep Reinforcement Learning. CoRR Sadjad Anzabi Zadeh, W. Nick Street, Barrett W. Thomas
2021	J	`jnl`	DILSA+: Predicting Urban Dispersal Events through Deep Survival Analysis with Enhanced Urban Features. ACM Trans. Intell. Syst. Technol. Amin Vahedian Khezerlou, Xun Zhou, Xinyi Li, W. Nick Street, Yanhua Li
2020	J	`jnl`	A predictive model for kidney transplant graft survival using machine learning. CoRR Eric S. Pahl, W. Nick Street, Hans J. Johnson, Alan I. Reed
2020	—	`conf`	Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification. BIBM Michael T. Lash, W. Nick Street
2020	J	`jnl`	Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification. CoRR Michael T. Lash, W. Nick Street
2020	J	`jnl`	Predicting User Posting Activities in Online Health Communities with Deep Learning. ACM Trans. Manag. Inf. Syst. Xiangyu Wang, Kang Zhao, Xun Zhou, W. Nick Street
2019	—	`conf`	An Ensemble Method for Data Imputation. ICHI Yichen Ding, W. Nick Street, Ling Tong, Shangguan Wang
2019	A*	`conf`	Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data. AAAI Amin Vahedian, Xun Zhou, Ling Tong, W. Nick Street, Yanhua Li
2019	J	`jnl`	Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data. CoRR Amin Vahedian, Xun Zhou, Ling Tong, W. Nick Street, Yanhua Li
2018	J	`jnl`	Deriving Enhanced Geographical Representations via Similarity-based Spectral Analysis: Predicting Colorectal Cancer Survival Curves in Iowa. CoRR Michael T. Lash, Min Zhang, Xun Zhou, W. Nick Street, Charles F. Lynch
2018	J	`jnl`	Deriving enhanced geographical representations via similarity-based spectral analysis: predicting colorectal cancer survival curves in Iowa. Int. J. Data Min. Bioinform. Michael T. Lash, Min Zhang, Xun Zhou, W. Nick Street, Charles F. Lynch
2018	J	`jnl`	Distant diversity in dynamic class prediction. Ann. Oper. Res. Senay Yasar Saglam, W. Nick Street
2018	J	`jnl`	Modeling and maximizing influence diffusion in social networks for viral marketing. Appl. Netw. Sci. Wenjun Wang, W. Nick Street
2018	J	`jnl`	Prophit: Causal inverse classification for multiple continuously valued treatment policies. CoRR Michael T. Lash, Qihang Lin, W. Nick Street
2017	—	`conf`	A Budget-Constrained Inverse Classification Framework for Smooth Classifiers. ICDM Workshops Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson
2017	A	`conf`	Generalized Inverse Classification. SDM Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson, Jeffrey W. Ohlmann
2017	J	`jnl`	Learning Rich Geographical Representations: Predicting Colorectal Cancer Survival in the State of Iowa. CoRR Michael T. Lash, Yuqi Sun, Xun Zhou, Charles F. Lynch, W. Nick Street
2017	—	`conf`	Learning rich geographical representations: Predicting colorectal cancer survival in the state of Iowa. BIBM Michael T. Lash, Yuqi Sun, Xun Zhou, Charles F. Lynch, W. Nick Street
2017	J	`jnl`	Utilizing advances in correlation analysis for community structure detection. Expert Syst. Appl. Lian Duan, Yanchi Liu, W. Nick Street, Haibing Lu
2016	J	`jnl`	A budget-constrained inverse classification framework for smooth classifiers. CoRR Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson
2016	J	`jnl`	Generalized Inverse Classification. CoRR Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson, Jeffrey W. Ohlmann
2016	J	`jnl`	Realistic risk-mitigating recommendations via inverse classification. CoRR Michael T. Lash, W. Nick Street
2016	J	`jnl`	Speeding up maximal fully-correlated itemsets search in large databases. Int. J. Mach. Learn. Cybern. Lian Duan, W. Nick Street
2015	—	`conf`	Finding Hierarchical Communities in Complex Networks Using Influence-Guided Label Propagation. ICDM Workshops Wenjun Wang, W. Nick Street
2015	—	`conf`	Predicting User Participation and Detecting User Role Diffusion in Online Health Communities. ICHI Xi Wang, Zhiya Zuo, Kang Zhao, W. Nick Street
2015	B	`conf`	Topological Resilience Analysis of Supply Networks under Random Disruptions and Targeted Attacks. ASONAM Wenjun Wang, W. Nick Street, Renato E. deMatta
2014	—	`conf`	A Memetic Heuristic for the Co-clustering Problem. BICT Mohammad Khoshneshin, Mahtab Ghazizadeh, W. Nick Street, Jeffrey W. Ohlmann
2014	B	`conf`	A novel algorithm for community detection and influence ranking in social networks. ASONAM Wenjun Wang, W. Nick Street
2014	Misc	`conf`	Dynamic Class Prediction with Classifier Based Distance Measure. AusDM Senay Yasar Saglam, W. Nick Street
2014	J	`jnl`	Selecting the Right Correlation Measure for Binary Data. ACM Trans. Knowl. Discov. Data Lian Duan, W. Nick Street, Yanchi Liu, Songhua Xu, Brook Wu
2014	—	`conf`	Social Support and User Engagement in Online Health Communities. ICSH Xi Wang, Kang Zhao, W. Nick Street
2013	J	`jnl`	Adverse Drug Effect Detection. IEEE J. Biomed. Health Informatics Lian Duan, Mohammad Khoshneshin, W. Nick Street, Mei Liu
2013	J	`jnl`	Speeding up correlation search for binary data. Pattern Recognit. Lett. Lian Duan, W. Nick Street, Yanchi Liu
2013	J	`jnl`	Stock chatter: Using stock sentiment to predict price direction. Algorithmic Finance Michael Rechenthin, W. Nick Street, Padmini Srinivasan
2012	—	`conf`	10-year CVD risk prediction and minimization via InverseClassification. IHI Chen Yang, W. Nick Street, Jennifer G. Robinson
2012	—	`conf`	Divide and Transfer: an Exploration of Segmented Transfer to Detect Wikipedia Vandalism. ICML Unsupervised and Transfer Learning Si-Chi Chin, W. Nick Street
2012	—	`conf`	Firework visualization: a model for local citation analysis. IHI Si-Chi Chin, Charisse R. Madlock-Brown, W. Nick Street, David Eichmann
2012	J	`jnl`	Individualized patient-centered lifestyle recommendations: An expert system for communicating patient specific cardiovascular risk information and prioritizing lifestyle options. J. Biomed. Informatics Chih-Lin Chi, W. Nick Street, Jennifer G. Robinson, Matthew A. Crawford
2012	—	`conf`	Overlapping Clustering with Sparseness Constraints. ICDM Workshops Haibing Lu, Yuan Hong, W. Nick Street, Fei Wang, Hanghang Tong
2012	A*	`conf`	Survival analysis of click logs. SIGIR Si-Chi Chin, W. Nick Street
2011	—	`conf`	Bayesian Embedding of Co-occurrence Data for Query-Based Visualization. ICMLA (1) Mohammad Khoshneshin, W. Nick Street, Padmini Srinivasan
2011	—	`conf`	Enriching Wikipedia Vandalism Taxonomy via Subclass Discovery. LDH Si-Chi Chin, W. Nick Street
2011	J	`jnl`	Healthcare information systems: data mining methods in the creation of a clinical recommender system. Enterp. Inf. Syst. Lian Duan, W. Nick Street, E. Xu
2010	—	`conf`	A data mining approach to MPGN type II renal survival analysis. IHI Chen Yang, W. Nick Street, Der-Fa Lu, Lynne Lanning
2010	J	`jnl`	A decision support system for cost-effective diagnosis. Artif. Intell. Medicine Chih-Lin Chi, W. Nick Street, David A. Katz
2010	A	`conf`	Collaborative filtering via euclidean embedding. RecSys Mohammad Khoshneshin, W. Nick Street
2010	—	`conf`	Detecting Wikipedia vandalism with active learning and statistical language models. WICOW Si-Chi Chin, W. Nick Street, Padmini Srinivasan, David Eichmann
2010	A	`conf`	Incremental collaborative filtering via evolutionary co-clustering. RecSys Mohammad Khoshneshin, W. Nick Street
2008	J	`jnl`	Bagging with Adaptive Costs. IEEE Trans. Knowl. Data Eng. Yi Zhang, W. Nick Street
2008	J	`jnl`	Building a hospital referral expert system with a Prediction and Optimization-Based Decision Support System algorithm. J. Biomed. Informatics Chih-Lin Chi, W. Nick Street, Marcia M. Ward
2007	Misc	`conf`	Application of Artificial Neural Network-Based Survival Analysis on Two Breast Cancer Datasets. AMIA Chih-Lin Chi, W. Nick Street, William H. Wolberg
2007	A	`conf`	HACS: Heuristic Algorithm for Clustering Subsets. SDM Ding Yuan, W. Nick Street
2006	J	`jnl`	Ensemble Pruning Via Semi-definite Programming. J. Mach. Learn. Res. Yi Zhang, Samuel Burer, W. Nick Street
2006	—	`conf`	Exploring the Forecasting Potential of Company Annual Reports. ASIST Xin Ying Qiu, Padmini Srinivasan, W. Nick Street
2006	B	`conf`	Learning to Rank by Maximizing AUC with Linear Programming. IJCNN Kaan Ataman, W. Nick Street, Yi Zhang
2006	J	`jnl`	Optimal ensemble construction via meta-evolutionary ensembles. Expert Syst. Appl. YongSeog Kim, W. Nick Street, Filippo Menczer
2005	A*	`conf`	Bagging with Adaptive Costs. ICDM Yi Zhang, W. Nick Street
2005	J	`jnl`	Oblique Multicategory Decision Trees Using Nonlinear Programming. INFORMS J. Comput. W. Nick Street
2005	Misc	`conf`	Predicting Outcomes of Hospitalization for Heart Failure Using Logistic Regression and Knowledge Discovery Methods. AMIA Kirk T. Phillips, W. Nick Street
2005	A*	`conf`	Sharing Classifiers among Ensembles from Related Problem Domains. ICDM Yi Zhang, W. Nick Street, Samuel Burer
2004	J	`jnl`	An intelligent system for customer targeting: a data mining approach. Decis. Support Syst. YongSeog Kim, W. Nick Street
2004	J	`jnl`	Cluster-driven refinement for content-based digital image retrieval. IEEE Trans. Multim. Kyoung-Mi Lee, W. Nick Street
2003	J	`jnl`	Model-based detection, segmentation, and classification for image analysis using on-line shape learning. Mach. Vis. Appl. Kyoung-Mi Lee, W. Nick Street
2002	J	`jnl`	Adaptive Assistants for Customized E-Shopping. IEEE Intell. Syst. Filippo Menczer, Alvaro E. Monge, W. Nick Street
2002	J	`jnl`	Evolutionary model selection in unsupervised learning. Intell. Data Anal. YongSeog Kim, W. Nick Street, Filippo Menczer
2002	J	`jnl`	Incremental feature weight learning and its application to a shape-based query system. Pattern Recognit. Lett. Kyoung-Mi Lee, W. Nick Street
2002	A	`conf`	IntelliShopper: a proactive, personal, private shopping assistant. AAMAS Filippo Menczer, W. Nick Street, Narayan Vishwakarma, Alvaro E. Monge, Markus Jakobsson
2001	A*	`conf`	A streaming ensemble algorithm (SEA) for large-scale classification. KDD W. Nick Street, YongSeog Kim
2001	B	`conf`	An evolutionary multi-objective local selection algorithm for customer targeting. CEC YongSeog Kim, W. Nick Street, Filippo Menczer
2001	—	`conf`	Automatic Feature Mining for Personalized Digital Image Retrieval. MDM/KDD Kyoung-Mi Lee, W. Nick Street
2001	A*	`conf`	Intelligent Object-based Image Retrieval Using Cluster-driven Personal Preference Learning. SIGIR Kyoung-Mi Lee, W. Nick Street
2000	J	`jnl`	Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms. Evol. Comput. Filippo Menczer, Melania Degeratu, W. Nick Street
2000	A*	`conf`	Feature selection in unsupervised learning via evolutionary search. KDD YongSeog Kim, W. Nick Street, Filippo Menczer
1998	A*	`conf`	A Neural Network Model for Prognostic Prediction. ICML W. Nick Street
1998	J	`jnl`	Feature Selection via Mathematical Programming. INFORMS J. Comput. Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street
1996	—	`conf`	Clustering via Concave Minimization. NIPS Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street
1995	A*	`conf`	An Inductive Learning Approach to Prognostic Prediction. ICML W. Nick Street, Olvi L. Mangasarian, William H. Wolberg
1995	J	`jnl`	Breast Cancer Diagnosis and Prognosis Via Linear Programming. Oper. Res. Olvi L. Mangasarian, W. Nick Street, William H. Wolberg