| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Keith Noto, Carla E. Brodley, Donna K. Slonim |
FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection.  |
Data Min. Knowl. Discov.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Byron C. Wallace, Kevin Small, Carla E. Brodley, Joseph Lau, Thomas A. Trikalinos |
Deploying an interactive machine learning system in an evidence-based practice center: abstrackr. |
IHI |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Carla E. Brodley, Mark A. Friedl |
Identifying Mislabeled Training Data |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Byron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos |
Class Imbalance, Redux. |
ICDM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Byron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos |
Who Should Label What? Instance Allocation in Multiple Expert Active Learning. |
SDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Kevin Small, Byron C. Wallace, Carla E. Brodley, Thomas A. Trikalinos |
The Constrained Weight Space SVM: Learning with Ranked Features. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Byron C. Wallace, Thomas A. Trikalinos, Joseph Lau, Carla E. Brodley, Christopher H. Schmid |
Semi-automated screening of biomedical citations for systematic reviews. |
BMC Bioinformatics |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Keith Noto, Carla E. Brodley, Donna K. Slonim |
Anomaly Detection Using an Ensemble of Feature Models. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Byron C. Wallace, Kevin Small, Carla E. Brodley, Joseph Lau, Thomas A. Trikalinos |
Modeling annotation time to reduce workload in comparative effectiveness reviews. |
IHI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Dan Preston, Carla E. Brodley, Roni Khardon, Damien Sulla-Menashe, Mark A. Friedl |
Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface. |
KDD |
2010 |
DBLP DOI BibTeX RDF |
constraint-based clustering, kdd-process, mining scientific data, remote sensing, class discovery |
| 1 | Byron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos |
Active learning for biomedical citation screening. |
KDD |
2010 |
DBLP DOI BibTeX RDF |
applications, active learning, text classification, medicine |
| 1 | Dan Preston, Pavlos Protopapas, Carla E. Brodley |
Discovering arbitrary event types in time series. |
Statistical Analysis and Data Mining |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley, Charles R. Alcock |
Finding anomalous periodic time series. |
Machine Learning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley, Charles R. Alcock |
Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Serdar Cabuk, Carla E. Brodley, Clay Shields |
IP Covert Channel Detection. |
ACM Trans. Inf. Syst. Secur. |
2009 |
DBLP DOI BibTeX RDF |
Network covert channels, channel detection, information hiding |
| 1 | Dan Preston, Pavlos Protopapas, Carla E. Brodley |
Event Discovery in Time Series. |
SDM |
2009 |
DBLP BibTeX RDF |
|
| 1 | Umaa Rebbapragada, Rachel Lomasky, Carla E. Brodley, Mark A. Friedl |
Generating High-Quality Training Data for Automated Land-Cover Mapping. |
IGARSS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Xintao Wei, Lenore Cowen, Carla E. Brodley, Arthur Brady, D. Sculley, Donna K. Slonim |
A Distance-Based Method for Detecting Horizontal Gene Transfer in Whole Genomes. |
ISBRA |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Rachel Lomasky, Carla E. Brodley, M. Aernecke, D. Walt, Mark A. Friedl |
Active Class Selection. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Umaa Rebbapragada, Carla E. Brodley |
Class Noise Mitigation Through Instance Weighting. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Hilmi Ozdoganoglu, T. N. Vijaykumar, Carla E. Brodley, Benjamin A. Kuperman, Ankit Jalote |
SmashGuard: A Hardware Solution to Prevent Security Attacks on the Function Return Address. |
IEEE Trans. Computers |
2006 |
DBLP DOI BibTeX RDF |
function return address, hardware stack, Buffer overflow |
| 1 | David Sculley, Gabriel Wachman, Carla E. Brodley |
Spam Filtering Using Inexact String Matching in Explicit Feature Space with On-Line Linear Classifiers. |
TREC |
2006 |
DBLP BibTeX RDF |
|
| 1 | Nigel Jacob, Carla E. Brodley |
Offloading IDS Computation to the GPU. |
ACSAC |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | D. Sculley, Carla E. Brodley |
Compression and Machine Learning: A New Perspective on Feature Space Vectors. |
DCC |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Benjamin A. Kuperman, Carla E. Brodley, Hilmi Ozdoganoglu, T. N. Vijaykumar, Ankit Jalote |
Detection and prevention of stack buffer overflow attacks. |
Commun. ACM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaoli Zhang Fern, Carla E. Brodley, Mark A. Friedl |
Correlation Clustering for Learning Mixtures of Canonical Correlation Models. |
SDM |
2005 |
DBLP BibTeX RDF |
|
| 1 | Jahangir Hasan, Ankit Jalote, T. N. Vijaykumar, Carla E. Brodley |
Heat Stroke: Power-Density-Based Denial of Service in SMT. |
HPCA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jennifer G. Dy, Carla E. Brodley |
Feature Selection for Unsupervised Learning. |
Journal of Machine Learning Research |
2004 |
DBLP BibTeX RDF |
|
| 1 | Ruzena Bajcsy, Terry Benzel, Matt Bishop, Robert Braden, Carla E. Brodley, Sonia Fahmy, Sally Floyd, W. Hardaker, Anthony D. Joseph, George Kesidis, Karl N. Levitt, Robert Lindell, Peng Liu, David Miller, Russ Mundy, Cliford Neuman, Ron Ostrenga, Vern Paxson, Phillip A. Porras, Catherine Rosenberg, J. Doug Tygar, Shankar Sastry, Daniel F. Sterne, Shyhtsun Felix Wu |
Cyber defense technology networking and evaluation. |
Commun. ACM |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Carla E. Brodley, Philip Chan, Richard Lippmann, William Yurcik (eds.) |
Workshop on Visualization and Data Mining for Computer Security (VizSEC/DMSEC 2004), 29 October 2004, Washington DC, USA |
VizSEC/DMSEC |
2004 |
DBLP BibTeX RDF |
|
| 1 | Maja Pusara, Carla E. Brodley |
User re-authentication via mouse movements. |
VizSEC |
2004 |
DBLP DOI BibTeX RDF |
mouse dynamics, user re-authentication, anomaly detection |
| 1 | Xiaoli Zhang Fern, Carla E. Brodley |
Solving cluster ensemble problems by bipartite graph partitioning. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Carla E. Brodley (eds.) |
Machine Learning, Proceedings of the Twenty-first International Conference (ICML 2004), Banff, Alberta, Canada, July 4-8, 2004 |
ICML |
2004 |
DBLP BibTeX RDF |
|
| 1 | Serdar Cabuk, Carla E. Brodley, Clay Shields |
IP covert timing channels: design and detection. |
ACM Conference on Computer and Communications Security |
2004 |
DBLP DOI BibTeX RDF |
network covert channels, TCP/IP, detection, covert timing channels |
| 1 | Jennifer G. Dy, Carla E. Brodley, Avinash C. Kak, Lynn S. Broderick, Alex M. Aisen |
Unsupervised Feature Selection Applied to Content-Based Retrieval of Lung Images. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2003 |
DBLP DOI BibTeX RDF |
clustering, feature selection, Image retrieval, unsupervised learning, expectation-maximization |
| 1 | Terran Lane, Carla E. Brodley |
An Empirical Study of Two Approaches to Sequence Learning for Anomaly Detection. |
Machine Learning |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | James P. Early, Carla E. Brodley, Catherine Rosenberg |
Behavioral Authentication of Server Flows. |
ACSAC |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaoli Zhang Fern, Carla E. Brodley |
Random Projection for High Dimensional Data Clustering: A Cluster Ensemble Approach. |
ICML |
2003 |
DBLP BibTeX RDF |
|
| 1 | Xiaoli Zhang Fern, Carla E. Brodley |
Boosting Lazy Decision Trees. |
ICML |
2003 |
DBLP BibTeX RDF |
|
| 1 | Chi-Ren Shyu, Christina Pavlopoulou, Avinash C. Kak, Carla E. Brodley, Lynn S. Broderick |
Using Human Perceptual Categories for Content-Based Retrieval from a Medical Image Database. |
Computer Vision and Image Understanding |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Sean D. MacArthur, Carla E. Brodley, Avinash C. Kak, Lynn S. Broderick |
Interactive Content-Based Image Retrieval Using Relevance Feedback. |
Computer Vision and Image Understanding |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Jeffrey P. Bradford, Carla E. Brodley |
The Effect of Instance-Space Partition on Significance. |
Machine Learning |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Timothy M. Stough, Carla E. Brodley |
Focusing attention on objects of interest using multiple matched filters. |
IEEE Transactions on Image Processing |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Carla E. Brodley, Andrea Pohoreckyj Danyluk (eds.) |
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28 - July 1, 2001 |
|
2001 |
DBLP BibTeX RDF |
|
| 1 | Ron Kohavi, Carla E. Brodley, Brian Frasca, Llew Mason, Zijian Zheng |
KDD-Cup 2000 Organizers' Report: Peeling the Onion. |
SIGKDD Explorations |
2000 |
DBLP DOI BibTeX RDF |
peeling the onion, real-world data, data mining, e-commerce, competition, best practices, KDD-Cup, insight, data cleansing |
| 1 | Chi-Ren Shyu, Avinash C. Kak, Carla E. Brodley, Christina Pavlopoulou, M. F. Chyan, Lynn S. Broderick |
A Web-Based CBIR-Assisted Learning Tool for Radiology Education - Anytime and Anyplace. |
IEEE International Conference on Multimedia and Expo (I) |
2000 |
DBLP BibTeX RDF |
|
| 1 | Jennifer G. Dy, Carla E. Brodley |
Feature Subset Selection and Order Identification for Unsupervised Learning. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Terran Lane, Carla E. Brodley |
Data Reduction Techniques for Instance-Based Learning from Human/Computer Interface Data. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Jennifer G. Dy, Carla E. Brodley |
Visualization and interactive feature selection for unsupervised data. |
KDD |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Chi-Ren Shyu, Carla E. Brodley, Avinash C. Kak, Akio Kosaka, Alex M. Aisen, Lynn S. Broderick |
ASSERT: A Physician-in-the-Loop Content-Based Retrieval System for HRCT Image Databases. |
Computer Vision and Image Understanding |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Carla E. Brodley, Mark A. Friedl |
Identifying Mislabeled Training Data. |
J. Artif. Intell. Res. (JAIR) |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Terran Lane, Carla E. Brodley |
Temporal Sequence Learning and Data Reduction for Anomaly Detection. |
ACM Trans. Inf. Syst. Secur. |
1999 |
DBLP DOI BibTeX RDF |
clustering, machine learning, anomaly detection, user profiling, empirical evaluation, data reduction, instance based learning |
| 1 | Nirav H. Kapadia, José A. B. Fortes, Carla E. Brodley |
Predictive Application-Performance Modeling in a Computational Grid Environment. (PDF / PS) |
HPDC |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuanhui Zhou, Carla E. Brodley |
A Hybrid Lazy-Eager Approach to Reducing the Computation and Memory Requirements of Local Parametric Learning Algorithms. |
ICML |
1999 |
DBLP BibTeX RDF |
|
| 1 | Jennifer G. Dy, Carla E. Brodley, Avinash C. Kak, Chi-Ren Shyu, Lynn S. Broderick |
The Customized-Queries Approach to CBIR Using EM. (PDF / PS) |
CVPR |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Carla E. Brodley, Avinash C. Kak, Chi-Ren Shyu, Jennifer G. Dy, Lynn S. Broderick, Alex M. Aisen |
Content-Based Retrieval from Medical Image Databases: A Synergy of Human Interaction, Machine Learning and Computer Vision. |
AAAI/IAAI |
1999 |
DBLP BibTeX RDF |
|
| 1 | Nirav H. Kapadia, Carla E. Brodley, José A. B. Fortes, Mark S. Lundstrom |
Resource-Usage Prediction for Demand-Based Network-Computing. |
SRDS |
1998 |
DBLP BibTeX RDF |
|
| 1 | Jeffrey P. Bradford, Clayton Kunz, Ron Kohavi, Clifford Brunk, Carla E. Brodley |
Pruning Decision Trees with Misclassification Costs. |
ECML |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Terran Lane, Carla E. Brodley |
Temporal Sequence Learning and Data Reduction for Anomaly Detection. |
ACM Conference on Computer and Communications Security |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Terran Lane, Carla E. Brodley |
Approaches to Online Learning and Concept Drift for User Identification in Computer Security. |
KDD |
1998 |
DBLP BibTeX RDF |
|
| 1 | J. Eliot B. Moss, Paul E. Utgoff, John Cavazos, Doina Precup, Darko Stefanovic, Carla E. Brodley, David Scheeff |
Learning to Schedule Straight-Line Code. |
NIPS |
1997 |
DBLP BibTeX RDF |
|
| 1 | Timothy M. Stough, Carla E. Brodley |
Image Feature Reduction through Spoiling: Its Application to Multiple Matched Filters for Focus of Attention. |
KDD |
1997 |
DBLP BibTeX RDF |
|
| 1 | Carla E. Brodley, Mark A. Friedl |
Identifying and Eliminating Mislabeled Training Instances. |
AAAI/IAAI, Vol. 1 |
1996 |
DBLP BibTeX RDF |
|
| 1 | Carla E. Brodley |
Recursive Automatic Bias Selection for Classifier Construction. |
Machine Learning |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Carla E. Brodley, Paul E. Utgoff |
Multivariate Decision Trees. |
Machine Learning |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Carla E. Brodley |
Automatic Selection of Split Criterion during Tree Growing Based on Node Location. |
ICML |
1995 |
DBLP BibTeX RDF |
|
| 1 | Bruce A. Draper, Carla E. Brodley, Paul E. Utgoff |
Goal-Directed Classification Using Linear Machine Decision Trees. |
IEEE Trans. Pattern Anal. Mach. Intell. |
1994 |
DBLP DOI BibTeX RDF |
goal-directed classification, linear machine decision trees, feature-based classification, nonparametric classification, linear machine decision tree, multivariate decision tree induction, misclassification cost functions, image understanding systems, pattern recognition, computer vision, trees (mathematics), inference mechanisms, decision theory, learning systems, pixel classification, inference algorithms |
| 1 | Carla E. Brodley |
Automatic Algorith/Model Class Selection. |
ICML |
1993 |
DBLP BibTeX RDF |
|
| 1 | Paul E. Utgoff, Carla E. Brodley |
An Incremental Method for Finding Multivariate Splits for Decision Trees. |
ML |
1990 |
DBLP BibTeX RDF |
|
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