R. Bharat Rao

Proceedings of the Human-Computer Interaction. Theory, Design, Development and Practice, 2016

2013

The role of medical data analytics in reducing health fraud and improving clinical and financial outcomes.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012

Introduction to the special section on clinical data mining.

[BibT_eX]

[DOI]

Shipeng Yu

SIGKDD Explor., 2012

Knowledge discovery system for automated quality abstraction.

[BibT_eX]

[DOI]

SIGHIT Rec., 2012

Active Learning from Multiple Knowledge Sources.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2011

Bayesian Co-Training.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2011

2010

Guest Editorial: Special Issue on impacting patient care by mining medical data.

[BibT_eX]

[DOI]

Rómer Rosales

Lakshminarayanan Subramanian

Data Min. Knowl. Discov., 2010

UjU: SMS-based applications made easy.

[BibT_eX]

[DOI]

Proceedings of the First ACM Annual Symposium on Computing for Development, 2010

2009

Active Sensing.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Using Local Dependencies within Batches to Improve Large Margin Classifiers.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2009

Subgroup Discovery for Test Selection: A Novel Approach and Its Application to Breast Cancer Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

Data-Efficient Information-Theoretic Test Selection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2009

2008

Rule Extraction from Linear Support Vector Machines via Mathematical Programming.

[BibT_eX]

[DOI]

Proceedings of the Rule Extraction from Support Vector Machines, 2008

Multiple-Instance Learning Algorithms for Computer-Aided Detection.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2008

KDD cup 2008 and the workshop on mining medical data.

[BibT_eX]

[DOI]

Oksana Yakhnenko

Balaji Krishnapuram

SIGKDD Explor., 2008

Fast semi-supervised SVM classifiers using <i>a priori</i> metric information.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2008

Technology-facilitated 'Give According to Your Abilities, Receive According to Your Needs'.

[BibT_eX]

[DOI]

Oded Nov

Commun. ACM, 2008

On the Dangers of Cross-Validation. An Experimental Evaluation.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

An Improved Multi-task Learning Approach with Applications in Medical Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Multiple-Instance Learning Improves CAD Detection of Masses in Digital Mammography.

[BibT_eX]

[DOI]

Proceedings of the Digital Mammography, 2008

Privacy-preserving cox regression for survival analysis.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Bayesian multiple instance learning: automatic feature selection and inductive transfer.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

Learning Sparse Kernels from 3D Surfaces for Heart Wall Motion Abnormality Detection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Probabilistic Joint Feature Selection for Multi-task Learning.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Federated Ontology Search for the Medical Domain.

[BibT_eX]

[DOI]

Vasco Pedro

Lucian Vlad Lita

Dhanalakshmi Chandrasekaran

Jaime G. Carbonell

Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

Bayesian Co-Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Training a CAD classifier with correlated data.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007

LungCAD: a clinically approved, machine learning system for lung cancer detection.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Automated Heart Wall Motion Abnormality Detection from Ultrasound Images Using Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

A Theoretical Framework for Learning Bayesian Networks with Parameter Inequality Constraints.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Feature Selection and Kernel Design via Linear Programming.

[BibT_eX]

[DOI]

Rómer Rosales

Proceedings of the IJCAI 2007, 2007

Learning Classifiers When the Training Data Is Not IID.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Automatic medical coding of patient records via weighted ridge regression.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Semi-Supervised Active Learning for Modeling Medical Concepts from Free Text.

[BibT_eX]

[DOI]

Rómer Rosales

Praveen Krishnamurthy

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Reducing a Biomarkers List via Mathematical Programming: Application to Gene Signatures to Detect Time-Dependent Hypoxia in Cancer.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Modeling the fMRI Signal via Hierarchical Clustered Hidden Process Models.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2007, 2007

2006

Data mining for improved cardiac care.

[BibT_eX]

[DOI]

Sriram Krishnan

SIGKDD Explor., 2006

On the medical frontier: the 2006 KDD Cup competition and results.

[BibT_eX]

[DOI]

SIGKDD Explor., 2006

Bayesian Network Learning with Parameter Constraints.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2006

Wireless commons perils in the common good.

[BibT_eX]

[DOI]

Jan Damsgaard

Mihir A. Parikh

Commun. ACM, 2006

Multiple Instance Learning for Computer Aided Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Addressing Image Variability While Learning Classifiers for Detecting Clusters of Micro-calcifications.

[BibT_eX]

[DOI]

Proceedings of the Digital Mammography, 2006

Computer aided detection via asymmetric cascade of sparse hyperplane classifiers.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

From Macedonia to Mauritius: New Trajectories in Wireless Broadband Development.

[BibT_eX]

[DOI]

Bojan Angelov

Proceedings of the 2006 International Conference on Mobile Business (ICMB 2006), 2006

Batch Classification with Applications in Computer Aided Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Exploiting Parameter Related Domain Knowledge for Learning in Graphical Models.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Sparse Fisher Discriminant Analysis for Computer Aided Detection.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Rule extraction from linear support vector machines.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Sparse classifiers for Automated HeartWall Motion Abnormality Detection.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Semi-Supervised Mixture of Kernels via LPBoost Methods.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

Continuous-Time Bayesian Modeling of Clinical Data.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

A fast iterative algorithm for fisher discriminant using heterogeneous kernels.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Assessing the Business Impact of Location Based Services.

[BibT_eX]

[DOI]

Louis Minakakis

Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

A methodology for training and validating a CAD system and potential pitfalls.

[BibT_eX]

Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

CAD for polyp detection: an invaluable tool to meet the increasing need for colon-cancer screening.

[BibT_eX]

Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

2003

Wireless Broadband Networks: The U.S. Experience.

[BibT_eX]

[DOI]

Mihir A. Parikh

Int. J. Electron. Commer., 2003

Evolution of mobile location-based services.

[BibT_eX]

[DOI]

Louis Minakakis

Commun. ACM, 2003

Clinical and financial outcomes analysis with existing hospital patient records.

[BibT_eX]

[DOI]

Colin Germond

Harsha Rao

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Secure De-identification and Re-identification.

[BibT_eX]

[DOI]

William Landi

Proceedings of the AMIA 2003, 2003

Evaluating the C-section Rate of Different Physician Practices: Using Machine Learning to Model Standard Practice.

[BibT_eX]

[DOI]

Rich Caruana

Cynthia Simms

Proceedings of the AMIA 2003, 2003

2002

Preface to the Special Section on Mobile Commerce.

[BibT_eX]

[DOI]

Electron. Mark., 2002

Mining time-dependent patient outcomes from hospital patient records.

[BibT_eX]

[DOI]

Colin Germond

Arun Goel

Proceedings of the AMIA 2002, 2002

Machine learning for sub-population assessment: evaluating the C-section rate of different physician practices.

[BibT_eX]

[DOI]

Rich Caruana

Cynthia Simms

Proceedings of the AMIA 2002, 2002

1999

Browsers or Buyers in Cyberspace? An Investigation of Factors Influencing Electronic Exchange.

[BibT_eX]

[DOI]

Vanitha Swaminathan

Elzbieta Lepkowska-White

J. Comput. Mediat. Commun., 1999

Building a World Class Logistics, Distribution and Electronic Commerce Infrastructure.

[BibT_eX]

[DOI]

Ziv Navoth

Mel Horwitch

Electron. Mark., 1999

Deploying an effective e-tailing strategy.

[BibT_eX]

[DOI]

Electron. Mark., 1999

Competing in Online Markets: Financial Services as a Case in Point.

[BibT_eX]

[DOI]

Louis Minakakis

Electron. Mark., 1999

1998

Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers.

[BibT_eX]

[DOI]

Scott Rickard

Frans Coetzee

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

1997

CARDWATCH: a neural network based database mining system for credit card fraud detection.

[BibT_eX]

[DOI]

Emin Aleskerov

Bernd Freisleben

Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering, 1997

1995

For Every Generalization Action, Is There Really an Equal and Opposite Reaction?

[BibT_eX]

[DOI]

Diana F. Gordon

William M. Spears

Proceedings of the Machine Learning, 1995

1993

Inverse Engineering: A Machine Learning Approach to Support Engineering Synthesis

[BibT_eX]

[DOI]

PhD thesis, 1993

Data Mining of Subjective Agricultural Data.

[BibT_eX]

[DOI]

Thomas B. Voigt

Thomas W. Fermanian

Proceedings of the Machine Learning, 1993

Building Models to Support Synthesis in Early Stage Product Design.

[BibT_eX]

[DOI]

Stephen C. Y. Lu

Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993

1992

Learning Engineering Models with the Minimum Description Length Principle.

[BibT_eX]

[DOI]

Stephen C. Y. Lu

Proceedings of the 10th National Conference on Artificial Intelligence, 1992

1991

Knowledge-Based Equation Discovery in Engineering Domains.

[BibT_eX]

[DOI]