Carla E. Brodley

List of publications from the DBLP Bibliography Server - FAQ
Coauthor Index - Ask others: ACM DL/Guide - CiteSeer - CSB - Google - MSN - Yahoo

52EEXintao 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: 26-37
51EER. Lomasky, Carla E. Brodley, M. Aernecke, D. Walt, Mark A. Friedl: Active Class Selection. ECML 2007: 640-647
50EEUmaa Rebbapragada, Carla E. Brodley: Class Noise Mitigation Through Instance Weighting. ECML 2007: 708-715
49EENigel Jacob, Carla E. Brodley: Offloading IDS Computation to the GPU. ACSAC 2006: 371-380
48EED. Sculley, Carla E. Brodley: Compression and Machine Learning: A New Perspective on Feature Space Vectors. DCC 2006: 332-332
47EEDavid Sculley, Gabriel Wachman, Carla E. Brodley: Spam Filtering Using Inexact String Matching in Explicit Feature Space with On-Line Linear Classifiers. TREC 2006
46EEHilmi 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 55(10): 1271-1285 (2006)
45EEJahangir Hasan, Ankit Jalote, T. N. Vijaykumar, Carla E. Brodley: Heat Stroke: Power-Density-Based Denial of Service in SMT. HPCA 2005: 166-177
44 Xiaoli Zhang Fern, Carla E. Brodley, Mark A. Friedl: Correlation Clustering for Learning Mixtures of Canonical Correlation Models. SDM 2005
43EEBenjamin A. Kuperman, Carla E. Brodley, Hilmi Ozdoganoglu, T. N. Vijaykumar, Ankit Jalote: Detection and prevention of stack buffer overflow attacks. Commun. ACM 48(11): 50-56 (2005)
42 Carla E. Brodley: Machine Learning, Proceedings of the Twenty-first International Conference (ICML 2004), Banff, Alberta, Canada, July 4-8, 2004 ACM 2004
41 Carla E. Brodley, Philip Chan, Richard Lippman, William Yurcik: Workshop on Visualization and Data Mining for Computer Security (VizSEC/DMSEC 2004), 29 October 2004, Washington DC, USA ACM 2004
40EESerdar Cabuk, Carla E. Brodley, Clay Shields: IP covert timing channels: design and detection. ACM Conference on Computer and Communications Security 2004: 178-187
39EEXiaoli Zhang Fern, Carla E. Brodley: Solving cluster ensemble problems by bipartite graph partitioning. ICML 2004
38EEMaja Pusara, Carla E. Brodley: User re-authentication via mouse movements. VizSEC 2004: 1-8
37EERuzena 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 47(3): 58-61 (2004)
36EEJennifer G. Dy, Carla E. Brodley: Feature Selection for Unsupervised Learning. Journal of Machine Learning Research 5: 845-889 (2004)
35EEJames P. Early, Carla E. Brodley, Catherine Rosenberg: Behavioral Authentication of Server Flows. ACSAC 2003: 46-55
34 Xiaoli Zhang Fern, Carla E. Brodley: Boosting Lazy Decision Trees. ICML 2003: 178-185
33 Xiaoli Zhang Fern, Carla E. Brodley: Random Projection for High Dimensional Data Clustering: A Cluster Ensemble Approach. ICML 2003: 186-193
32EEJennifer 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. 25(3): 373-378 (2003)
31 Terran Lane, Carla E. Brodley: An Empirical Study of Two Approaches to Sequence Learning for Anomaly Detection. Machine Learning 51(1): 73-107 (2003)
30EESean D. MacArthur, Carla E. Brodley, Avinash C. Kak, Lynn S. Broderick: Interactive Content-Based Image Retrieval Using Relevance Feedback. Computer Vision and Image Understanding 88(2): 55-75 (2002)
29EEChi-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 88(3): 119-151 (2002)
28 Carla E. Brodley, Andrea Pohoreckyj Danyluk: Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28 - July 1, 2001 Morgan Kaufmann 2001
27EETimothy M. Stough, Carla E. Brodley: Focusing attention on objects of interest using multiple matched filters. IEEE Transactions on Image Processing 10(3): 419-426 (2001)
26 Jeffrey P. Bradford, Carla E. Brodley: The Effect of Instance-Space Partition on Significance. Machine Learning 42(3): 269-286 (2001)
25 Jennifer G. Dy, Carla E. Brodley: Feature Subset Selection and Order Identification for Unsupervised Learning. ICML 2000: 247-254
24 Terran Lane, Carla E. Brodley: Data Reduction Techniques for Instance-Based Learning from Human/Computer Interface Data. ICML 2000: 519-526
23 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: 23-26
22EEJennifer G. Dy, Carla E. Brodley: Visualization and interactive feature selection for unsupervised data. KDD 2000: 360-364
21EERon Kohavi, Carla E. Brodley, Brian Frasca, Llew Mason, Zijian Zheng: KDD-Cup 2000 Organizers' Report: Peeling the Onion. SIGKDD Explorations 2(2): 86-98 (2000)
20 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: 760-767
19EEJennifer G. Dy, Carla E. Brodley, Avinash C. Kak, Chi-Ren Shyu, Lynn S. Broderick: The Customized-Queries Approach to CBIR Using EM. CVPR 1999: 2400-2406
18EENirav H. Kapadia, José A. B. Fortes, Carla E. Brodley: Predictive Application-Performance Modeling in a Computational Grid Environment. HPDC 1999
17 Yuanhui Zhou, Carla E. Brodley: A Hybrid Lazy-Eager Approach to Reducing the Computation and Memory Requirements of Local Parametric Learning Algorithms. ICML 1999: 503-
16EETerran Lane, Carla E. Brodley: Temporal Sequence Learning and Data Reduction for Anomaly Detection. ACM Trans. Inf. Syst. Secur. 2(3): 295-331 (1999)
15EEChi-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 75(1-2): 111-132 (1999)
14EECarla E. Brodley, Mark A. Friedl: Identifying Mislabeled Training Data. J. Artif. Intell. Res. (JAIR) 11: 131-167 (1999)
13EETerran Lane, Carla E. Brodley: Temporal Sequence Learning and Data Reduction for Anomaly Detection. ACM Conference on Computer and Communications Security 1998: 150-158
12 Jeffrey P. Bradford, Clayton Kunz, Ron Kohavi, Clifford Brunk, Carla E. Brodley: Pruning Decision Trees with Misclassification Costs. ECML 1998: 131-136
11 Terran Lane, Carla E. Brodley: Approaches to Online Learning and Concept Drift for User Identification in Computer Security. KDD 1998: 259-263
10 Nirav H. Kapadia, Carla E. Brodley, José A. B. Fortes, Mark S. Lundstrom: Resource-Usage Prediction for Demand-Based Network-Computing. SRDS 1998: 372-377
9 Timothy M. Stough, Carla E. Brodley: Image Feature Reduction through Spoiling: Its Application to Multiple Matched Filters for Focus of Attention. KDD 1997: 255-258
8 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
7 Carla E. Brodley, Mark A. Friedl: Identifying and Eliminating Mislabeled Training Instances. AAAI/IAAI, Vol. 1 1996: 799-805
6 Carla E. Brodley: Automatic Selection of Split Criterion during Tree Growing Based on Node Location. ICML 1995: 73-80
5 Carla E. Brodley, Paul E. Utgoff: Multivariate Decision Trees. Machine Learning 19(1): 45-77 (1995)
4 Carla E. Brodley: Recursive Automatic Bias Selection for Classifier Construction. Machine Learning 20(1-2): 63-94 (1995)
3EEBruce A. Draper, Carla E. Brodley, Paul E. Utgoff: Goal-Directed Classification Using Linear Machine Decision Trees. IEEE Trans. Pattern Anal. Mach. Intell. 16(9): 888-893 (1994)
2 Carla E. Brodley: Automatic Algorith/Model Class Selection. ICML 1993: 17-24
1 Paul E. Utgoff, Carla E. Brodley: An Incremental Method for Finding Multivariate Splits for Decision Trees. ML 1990: 58-65

Coauthor Index

1M. Aernecke [51]
2Alex M. Aisen [15] [20] [32]
3Ruzena Bajcsy [37]
4Terry Benzel [37]
5Matt Bishop [37]
6Robert Braden [37]
7Jeffrey P. Bradford [12] [26]
8Arthur Brady [52]
9Lynn S. Broderick [15] [19] [20] [23] [29] [30] [32]
10Clifford Brunk [12]
11Serdar Cabuk [40]
12John Cavazos [8]
13Philip Chan [41]
14M. F. Chyan [23]
15Lenore Cowen [52]
16Andrea Pohoreckyj Danyluk [28]
17Bruce A. Draper [3]
18Jennifer G. Dy [19] [20] [22] [25] [32] [36]
19James P. Early [35]
20Sonia Fahmy [37]
21Xiaoli Zhang Fern [33] [34] [39] [44]
22Sally Floyd [37]
23José A. B. Fortes [10] [18]
24Brian Frasca [21]
25Mark A. Friedl [7] [14] [44] [51]
26W. Hardaker [37]
27Jahangir Hasan [45]
28Nigel Jacob [49]
29Ankit Jalote [43] [45] [46]
30Anthony D. Joseph [37]
31Avinash C. Kak (Avi Kak) [15] [19] [20] [23] [29] [30] [32]
32Nirav H. Kapadia [10] [18]
33George Kesidis [37]
34Ron Kohavi [12] [21]
35Akio Kosaka [15]
36Clayton Kunz [12]
37Benjamin A. Kuperman [43] [46]
38Terran Lane [11] [13] [16] [24] [31]
39Karl N. Levitt [37]
40Robert Lindell [37]
41Richard Lippman [41]
42Peng Liu [37]
43R. Lomasky [51]
44Mark S. Lundstrom [10]
45Sean D. MacArthur [30]
46Llew Mason [21]
47David Miller [37]
48J. Eliot B. Moss [8]
49Russ Mundy [37]
50Cliford Neuman [37]
51Ron Ostrenga [37]
52Hilmi Ozdoganoglu [43] [46]
53Christina Pavlopoulou [23] [29]
54Vern Paxson [37]
55Phillip A. Porras [37]
56Doina Precup [8]
57Maja Pusara [38]
58Umaa Rebbapragada [50]
59Catherine Rosenberg [35] [37]
60Shankar Sastry (Shankar S. Sastry) [37]
61David Scheeff [8]
62D. Sculley (David Sculley) [47] [48] [52]
63Clay Shields [40]
64Chi-Ren Shyu [15] [19] [20] [23] [29]
65Donna K. Slonim [52]
66Darko Stefanovic [8]
67Daniel F. Sterne [37]
68Timothy M. Stough [9] [27]
69J. Doug Tygar (J. D. Tygar) [37]
70Paul E. Utgoff [1] [3] [5] [8]
71T. N. Vijaykumar [43] [45] [46]
72Gabriel Wachman [47]
73D. Walt [51]
74Xintao Wei [52]
75Shyhtsun Felix Wu [37]
76William Yurcik [41]
77Zijian Zheng [21]
78Yuanhui Zhou [17]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)