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Publications of "Foster J. Provost" ( http://dblp.L3S.de/Authors/Foster_J._Provost )

URL (Homepage):  http://pages.stern.nyu.edu/~fprovost/  Author page on DBLP  Author page in RDF  Community of Foster J. Provost in ASPL-2

Publication years (Num. hits)
1990-1997 (18) 1998-2001 (16) 2003-2006 (15) 2007-2010 (15) 2011-2014 (16) 2015-2019 (14)
Publication types (Num. hits)
article(40) inproceedings(50) proceedings(4)
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The graphs summarize 50 occurrences of 39 keywords

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Found 95 publication records. Showing 94 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Jessica Clark, Foster J. Provost Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Enric Junqué de Fortuny, David Martens, Foster J. Provost Wallenius Bayes. Search on Bibsonomy Machine Learning The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Francesco Bonchi, Foster J. Provost, Tina Eliassi-Rad, Wei Wang 0010, Ciro Cattuto, Rayid Ghani (eds.) 5th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2018, Turin, Italy, October 1-3, 2018 Search on Bibsonomy DSAA The full citation details ... 2018 DBLP  BibTeX  RDF
1Foster J. Provost, James Hodson, Jeannette M. Wing, Qiang Yang, Jennifer Neville Societal Impact of Data Science and Artificial Intelligence. Search on Bibsonomy KDD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Solon Barocas, Elizabeth Bradley, Vasant G. Honavar, Foster J. Provost Big Data, Data Science, and Civil Rights. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jing Wang, Panagiotis G. Ipeirotis, Foster J. Provost Cost-Effective Quality Assurance in Crowd Labeling. Search on Bibsonomy Information Systems Research The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Daizhuo Chen, Samuel P. Fraiberger, Robert Moakler, Foster J. Provost Enhancing Transparency and Control when Drawing Data-Driven Inferences about Individuals. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Julie Moeyersoms, Brian Dalessandro, Foster J. Provost, David Martens Explaining Classification Models Built on High-Dimensional Sparse Data. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1David Martens, Foster J. Provost, Jessica Clark, Enric Junqué de Fortuny Mining Massive Fine-Grained Behavior Data to Improve Predictive Analytics. Search on Bibsonomy MIS Quarterly The full citation details ... 2016 DBLP  BibTeX  RDF
1Foster J. Provost The Predictive Power of Massive Data about our Fine-Grained Behavior. Search on Bibsonomy WSDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Joshua Attenberg, Panos Ipeirotis, Foster J. Provost Beat the Machine: Challenging Humans to Find a Predictive Model's "Unknown Unknowns". Search on Bibsonomy J. Data and Information Quality The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, David Martens, Alan Murray Finding Similar Mobile Consumers with a Privacy-Friendly Geosocial Design. Search on Bibsonomy Information Systems Research The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Enric Junqué de Fortuny, Theodoros Evgeniou, David Martens, Foster J. Provost Iteratively refining SVMs using priors. Search on Bibsonomy BigData The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Daniel N. Hill, Robert Moakler, Alan E. Hubbard, Vadim Tsemekhman, Foster J. Provost, Kiril Tsemekhman Measuring Causal Impact of Online Actions via Natural Experiments: Application to Display Advertising. Search on Bibsonomy KDD The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Panagiotis G. Ipeirotis, Foster J. Provost, Victor S. Sheng, Jing Wang 0019 Repeated labeling using multiple noisy labelers. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1David Martens, Foster J. Provost Explaining Data-Driven Document Classifications. Search on Bibsonomy MIS Quarterly The full citation details ... 2014 DBLP  BibTeX  RDF
1Claudia Perlich, Brian Dalessandro, Troy Raeder, Ori Stitelman, Foster J. Provost Machine learning for targeted display advertising: transfer learning in action. Search on Bibsonomy Machine Learning The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Brian Dalessandro, Daizhuo Chen, Troy Raeder, Claudia Perlich, Melinda Han Williams, Foster J. Provost Scalable hands-free transfer learning for online advertising. Search on Bibsonomy KDD The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Enric Junqué de Fortuny, Marija Stankova, Julie Moeyersoms, Bart Minnaert, Foster J. Provost, David Martens Corporate residence fraud detection. Search on Bibsonomy KDD The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Melinda Han Williams, Claudia Perlich, Brian Dalessandro, Foster J. Provost Pleasing the advertising oracle: Probabilistic prediction from sampled, aggregated ground truth. Search on Bibsonomy ADKDD@KDD The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Arun Sundararajan, Foster J. Provost, Gal Oestreicher-Singer, Sinan Aral Research Commentary - Information in Digital, Economic, and Social Networks. Search on Bibsonomy Information Systems Research The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Long T. Le, Tina Eliassi-Rad, Foster J. Provost, Lauren Moores Hyperlocal: inferring location of IP addresses in real-time bid requests for mobile ads. Search on Bibsonomy LBSN The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Troy Raeder, Claudia Perlich, Brian Dalessandro, Ori Stitelman, Foster J. Provost Scalable supervised dimensionality reduction using clustering. Search on Bibsonomy KDD The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Geoffrey I. Webb Panel: a data scientist's guide to making money from start-ups. Search on Bibsonomy KDD The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Ori Stitelman, Claudia Perlich, Brian Dalessandro, Rod Hook, Troy Raeder, Foster J. Provost Using co-visitation networks for detecting large scale online display advertising exchange fraud. Search on Bibsonomy KDD The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Troy Raeder, Ori Stitelman, Brian Dalessandro, Claudia Perlich, Foster J. Provost Design principles of massive, robust prediction systems. Search on Bibsonomy KDD The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Claudia Perlich, Brian Dalessandro, Rod Hook, Ori Stitelman, Troy Raeder, Foster J. Provost Bid optimizing and inventory scoring in targeted online advertising. Search on Bibsonomy KDD The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Gary M. Weiss Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Josh Attenberg, Panagiotis G. Ipeirotis, Foster J. Provost Beat the Machine: Challenging Workers to Find the Unknown Unknowns. Search on Bibsonomy Human Computation The full citation details ... 2011 DBLP  BibTeX  RDF
1Josh Attenberg, Foster J. Provost Online active inference and learning. Search on Bibsonomy KDD The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Josh Attenberg, Foster J. Provost Inactive learning?: difficulties employing active learning in practice. Search on Bibsonomy SIGKDD Explorations The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Josh Attenberg, Prem Melville, Foster J. Provost A Unified Approach to Active Dual Supervision for Labeling Features and Examples. Search on Bibsonomy ECML/PKDD (1) The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Josh Attenberg, Foster J. Provost Why label when you can search?: alternatives to active learning for applying human resources to build classification models under extreme class imbalance. Search on Bibsonomy KDD The full citation details ... 2010 DBLP  DOI  BibTeX  RDF micro-outsourcing, on-line advertising, machine learning, active learning, human resources, class imbalance
1Prem Melville, Jure Leskovec, Foster J. Provost (eds.) Proceedings of the First Workshop on Social Media Analytics, SOMA@KDD 2010, Washington, DC, USA, July 25, 2010 Search on Bibsonomy SOMA@KDD The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Maytal Saar-Tsechansky, Prem Melville, Foster J. Provost Active Feature-Value Acquisition. Search on Bibsonomy Management Science The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Foster J. Provost Brand advertising, on-line audiences, and social media: invited talk. Search on Bibsonomy KDD Workshop on Data Mining and Audience Intelligence for Advertising The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Brian Dalessandro, Rod Hook, Xiaohan Zhang, Alan Murray Audience selection for on-line brand advertising: privacy-friendly social network targeting. Search on Bibsonomy KDD The full citation details ... 2009 DBLP  DOI  BibTeX  RDF on-line advertising, privacy, social networks, predictive modeling, user-generated content
1Paul N. Bennett, Raman Chandrasekar, Max Chickering, Panagiotis G. Ipeirotis, Edith Law, Anton Mityagin, Foster J. Provost, Luis von Ahn (eds.) Proceedings of the ACM SIGKDD Workshop on Human Computation, Paris, France, June 28, 2009 Search on Bibsonomy KDD Workshop on Human Computation The full citation details ... 2009 DBLP  BibTeX  RDF
1Victor S. Sheng, Foster J. Provost, Panagiotis G. Ipeirotis Get another label? improving data quality and data mining using multiple, noisy labelers. Search on Bibsonomy KDD The full citation details ... 2008 DBLP  DOI  BibTeX  RDF data preprocessing, data selection
1Maytal Saar-Tsechansky, Foster J. Provost Decision-Centric Active Learning of Binary-Outcome Models. Search on Bibsonomy Information Systems Research The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Sofus A. Macskassy, Foster J. Provost Classification in Networked Data: A Toolkit and a Univariate Case Study. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2007 DBLP  BibTeX  RDF
1Maytal Saar-Tsechansky, Foster J. Provost Handling Missing Values when Applying Classification Models. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2007 DBLP  BibTeX  RDF
1Shawndra Hill, Foster J. Provost, Chris Volinsky Learning and Inference in Massive Social Networks. Search on Bibsonomy MLG The full citation details ... 2007 DBLP  BibTeX  RDF
1Foster J. Provost, Prem Melville, Maytal Saar-Tsechansky Data acquisition and cost-effective predictive modeling: targeting offers for electronic commerce. Search on Bibsonomy ICEC The full citation details ... 2007 DBLP  DOI  BibTeX  RDF active feature-value acquisition, active information acquisition, electronic commerce, active learning, supervised learning
1Foster J. Provost, Arun Sundararajan Modeling complex networks for electronic commerce. Search on Bibsonomy EC The full citation details ... 2007 DBLP  DOI  BibTeX  RDF network seeding, complex network, diffusion, random graph, small-world, network effects, collective inference
1Claudia Perlich, Foster J. Provost Distribution-based aggregation for relational learning with identifier attributes. Search on Bibsonomy Machine Learning The full citation details ... 2006 DBLP  DOI  BibTeX  RDF networks, aggregation, relational learning, identifiers
1Sofus Attila Macskassy, Foster J. Provost A Brief Survey of Machine Learning Methods for Classification in Networked Data and an Application to Suspicion Scoring. Search on Bibsonomy SNA@ICML The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Abraham Bernstein, Foster J. Provost, Shawndra Hill Toward Intelligent Assistance for a Data Mining Process: An Ontology-Based Approach for Cost-Sensitive Classification. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2005 DBLP  DOI  BibTeX  RDF metalearning, data mining, machine learning, knowledge discovery, Cost-sensitive learning, intelligent assistants, knowledge discovery process, data mining process
1Prem Melville, Foster J. Provost, Raymond J. Mooney An Expected Utility Approach to Active Feature-Value Acquisition. Search on Bibsonomy ICDM The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
1Sofus A. Macskassy, Foster J. Provost, Saharon Rosset ROC confidence bands: an empirical evaluation. Search on Bibsonomy ICML The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
1Maytal Saar-Tsechansky, Foster J. Provost Active Sampling for Class Probability Estimation and Ranking. Search on Bibsonomy Machine Learning The full citation details ... 2004 DBLP  DOI  BibTeX  RDF class probability estimation, uncertainty sampling, decision trees, ranking, active learning, supervised learning, cost-sensitive learning, selective sampling
1Sofus A. Macskassy, Foster J. Provost Confidence Bands for ROC Curves: Methods and an Empirical Study. Search on Bibsonomy ROCAI The full citation details ... 2004 DBLP  BibTeX  RDF
1Prem Melville, Maytal Saar-Tsechansky, Foster J. Provost, Raymond J. Mooney Active Feature-Value Acquisition for Classifier Induction. Search on Bibsonomy ICDM The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
1Venkateswarlu Kolluri, Foster J. Provost, Bruce G. Buchanan, Douglas Metzler Knowledge Discovery Using Concept-Class Taxonomies. Search on Bibsonomy Australian Conference on Artificial Intelligence The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
1Shawndra Hill, Foster J. Provost The myth of the double-blind review?: author identification using only citations. Search on Bibsonomy SIGKDD Explorations The full citation details ... 2003 DBLP  DOI  BibTeX  RDF KDD Cup competition, author identification, discriminative self-citations, social network analysis, vector-space model, relational learning
1Claudia Perlich, Foster J. Provost, Sofus A. Macskassy Predicting citation rates for physics papers: constructing features for an ordered probit model. Search on Bibsonomy SIGKDD Explorations The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
1Gary M. Weiss, Foster J. Provost Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2003 DBLP  DOI  BibTeX  RDF
1Claudia Perlich, Foster J. Provost, Jeffrey S. Simonoff Tree Induction vs. Logistic Regression: A Learning-Curve Analysis. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2003 DBLP  BibTeX  RDF
1Foster J. Provost, Pedro M. Domingos Tree Induction for Probability-Based Ranking. Search on Bibsonomy Machine Learning The full citation details ... 2003 DBLP  DOI  BibTeX  RDF Laplace correction, classification, decision trees, ranking, bagging, cost-sensitive learning, probability estimation
1Claudia Perlich, Foster J. Provost Aggregation-based feature invention and relational concept classes. Search on Bibsonomy KDD The full citation details ... 2003 DBLP  DOI  BibTeX  RDF aggregation, relational learning, feature construction, constructive induction, propositionalization
1Ron Kohavi, Foster J. Provost Applications of Data Mining to Electronic Commerce. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Tom Fawcett Robust Classification for Imprecise Environments. Search on Bibsonomy Machine Learning The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
1Doheon Lee, Mario Schkolnick, Foster J. Provost, Ramakrishnan Srikant (eds.) Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, San Francisco, CA, USA, August 26-29, 2001 Search on Bibsonomy KDD The full citation details ... 2001 DBLP  BibTeX  RDF
1Sofus A. Macskassy, Haym Hirsh, Foster J. Provost, Ramesh Sankaranarayanan, Vasant Dhar Intelligent Information Triage. Search on Bibsonomy SIGIR The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
1Maytal Saar-Tsechansky, Foster J. Provost Active Learning for Class Probability Estimation and Ranking. Search on Bibsonomy IJCAI The full citation details ... 2001 DBLP  BibTeX  RDF
1Vasant Dhar, Dashin Chou, Foster J. Provost Discovering Interesting Patterns for Investment Decision Making with GLOWER - A Genetic Learner Overlaid with Entropy Reduction. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2000 DBLP  DOI  BibTeX  RDF
1Ron Kohavi, Foster J. Provost Applications of Data Mining to Electronic Commerce Search on Bibsonomy CoRR The full citation details ... 2000 DBLP  BibTeX  RDF
1Foster J. Provost, Tom Fawcett Robust Classification for Imprecise Environments Search on Bibsonomy CoRR The full citation details ... 2000 DBLP  BibTeX  RDF
1Foster J. Provost, Venkateswarlu Kolluri A Survey of Methods for Scaling Up Inductive Algorithms. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 1999 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Andrea Pohoreckyj Danyluk Problem Definition, Data Cleaning, and Evaluation: A Classifier Learning Case Study. Search on Bibsonomy Informatica (Slovenia) The full citation details ... 1999 DBLP  BibTeX  RDF
1Tom Fawcett, Foster J. Provost Activity Monitoring: Noticing Interesting Changes in Behavior. Search on Bibsonomy KDD The full citation details ... 1999 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, David D. Jensen, Tim Oates Efficient Progressive Sampling. Search on Bibsonomy KDD The full citation details ... 1999 DBLP  DOI  BibTeX  RDF
1Tom Fawcett, Ira J. Haimowitz, Foster J. Provost, Salvatore J. Stolfo AI Approaches to Fraud Detection and Risk Management. Search on Bibsonomy AI Magazine The full citation details ... 1998 DBLP  BibTeX  RDF
1Foster J. Provost, Ron Kohavi Guest Editors' Introduction: On Applied Research in Machine Learning. Search on Bibsonomy Machine Learning The full citation details ... 1998 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Tom Fawcett Robust Classification Systems for Imprecise Environments. Search on Bibsonomy AAAI/IAAI The full citation details ... 1998 DBLP  BibTeX  RDF
1Foster J. Provost, Tom Fawcett, Ron Kohavi The Case against Accuracy Estimation for Comparing Induction Algorithms. Search on Bibsonomy ICML The full citation details ... 1998 DBLP  BibTeX  RDF
1Tom Fawcett, Foster J. Provost Adaptive Fraud Detection. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 1997 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Venkateswarlu Kolluri Scaling Up Inductive Algorithms: An Overview. Search on Bibsonomy KDD The full citation details ... 1997 DBLP  BibTeX  RDF
1John M. Aronis, Foster J. Provost Increasing the Efficiency of Data Mining Algorithms with Breadth-First Marker Propagation. Search on Bibsonomy KDD The full citation details ... 1997 DBLP  BibTeX  RDF
1Foster J. Provost, Tom Fawcett Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions. Search on Bibsonomy KDD The full citation details ... 1997 DBLP  BibTeX  RDF
1Foster J. Provost, John M. Aronis Scaling Up Inductive Learning with Massive Parallelism. Search on Bibsonomy Machine Learning The full citation details ... 1996 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Daniel N. Hennessy Scaling Up: Distributed Machine Learning with Cooperation. Search on Bibsonomy AAAI/IAAI, Vol. 1 The full citation details ... 1996 DBLP  BibTeX  RDF
1John M. Aronis, Foster J. Provost, Bruce G. Buchanan Exploiting Background Knowledge in Automated Discovery. Search on Bibsonomy KDD The full citation details ... 1996 DBLP  BibTeX  RDF
1Tom Fawcett, Foster J. Provost Combining Data Mining and Machine Learning for Effective User Profiling. Search on Bibsonomy KDD The full citation details ... 1996 DBLP  BibTeX  RDF
1Foster J. Provost, Bruce G. Buchanan Inductive Policy: The Pragmatics of Bias Selection. Search on Bibsonomy Machine Learning The full citation details ... 1995 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Daniel N. Hennessy Distributed Machine Learning: Scaling Up with Coarse-grained Parallelism. Search on Bibsonomy ISMB The full citation details ... 1994 DBLP  BibTeX  RDF
1John M. Aronis, Foster J. Provost Efficiently Constructing Relational Features from Background Knowledge for Inductive Machine Learning. Search on Bibsonomy KDD Workshop The full citation details ... 1994 DBLP  BibTeX  RDF
1Foster J. Provost Iterative Weakening: Optimal and Near-Optimal Policies for the Selection of Search Bias. Search on Bibsonomy AAAI The full citation details ... 1993 DBLP  BibTeX  RDF
1Andrea Pohoreckyj Danyluk, Foster J. Provost Small Disjuncts in Action: Learning to Diagnose Errors in the Local Loop of the Telephone Network. Search on Bibsonomy ICML The full citation details ... 1993 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Rami G. Melhem A Distributed Algorithm for Embedding Trees in Hypercubes with Modifications for Run-Time Fault Tolerance. Search on Bibsonomy J. Parallel Distrib. Comput. The full citation details ... 1992 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Bruce G. Buchanan Inductive Strengthening: the Effects of a Simple Heuristic for Restricting Hypothesis Space Search. Search on Bibsonomy AII The full citation details ... 1992 DBLP  DOI  BibTeX  RDF
1Foster J. Provost ClimBS: Searching the Bias Space. Search on Bibsonomy ICTAI The full citation details ... 1992 DBLP  DOI  BibTeX  RDF
1Foster J. Provost, Bruce G. Buchanan Inductive Policy. Search on Bibsonomy AAAI The full citation details ... 1992 DBLP  BibTeX  RDF
1Scott H. Clearwater, Foster J. Provost RL4: a tool for knowledge-based induction. Search on Bibsonomy TAI The full citation details ... 1990 DBLP  DOI  BibTeX  RDF
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