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1

An Empirical Study of Two Approaches to Sequence Learning for Anomaly Detection

Terran Lane, Carla E. Brodley

Journal:

Machine Learning

Year:

2003

Language:

english

File:

PDF, 313 KB

english, 2003

2

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - Class Imbalance, Redux

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Trikalinos, Thomas A.

Year:

2011

Language:

english

File:

PDF, 719 KB

english, 2011

3

Challenges and Opportunities in Applied Machine Learning

Brodley, Carla E., Rebbapragada, Umaa, Small, Kevin, Wallace, Byron

Journal:

Year:

2012

Language:

english

File:

PDF, 428 KB

english, 2012

4

Recursive automatic bias selection for classifier construction

Brodley, Carla E.

Journal:

Machine Learning

Year:

1995

Language:

english

File:

PDF, 2.00 MB

english, 1995

5

Clinical Vestibular Testing Assessed With Machine-Learning Algorithms

Priesol, Adrian J., Cao, Mengfei, Brodley, Carla E., Lewis, Richard F.

Journal:

JAMA Otolaryngologyâ - Head & Neck Surgery

Year:

2015

Language:

english

File:

PDF, 359 KB

english, 2015

6

[IEEE 2017 IEEE International Conference on Big Data (Big Data) - Boston, MA, USA (2017.12.11-2017.12.14)] 2017 IEEE International Conference on Big Data (Big Data) - Human-in-the-loop applied machine learning

Brodley, Carla E.

Year:

2017

Language:

english

File:

PDF, 80 KB

english, 2017

7

Finding anomalous periodic time series

Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley, Charles Alcock

Journal:

Machine Learning

Year:

2009

Language:

english

File:

PDF, 1.18 MB

english, 2009

8

The Effect of Instance-Space Partition on Significance

Jeffrey P. Bradford, Carla E. Brodley

Journal:

Machine Learning

Year:

2001

Language:

english

File:

PDF, 157 KB

english, 2001

9

Applying classification algorithms in practice

Carla E. Brodley, Padhraic Smyth

Journal:

Statistics and Computing

Year:

1997

Language:

english

File:

PDF, 815 KB

english, 1997

10

Multivariate decision trees

Brodley, Carla E., Utgoff, Paul E.

Journal:

Machine Learning

Year:

1995

Language:

english

File:

PDF, 1.99 MB

english, 1995

11

Multivariate Decision Trees

Brodley, Carla E., Utgoff, Paul E.

Journal:

Machine Learning

Year:

1995

Language:

english

File:

PDF, 2.08 MB

english, 1995

12

Recursive Automatic Bias Selection for Classifier Construction

Brodley, Carla E.

Journal:

Machine Learning

Year:

1995

Language:

english

File:

PDF, 2.46 MB

english, 1995

13

Detection and prevention of stack buffer overflow attacks

Kuperman, Benjamin A., Brodley, Carla E., Ozdoganoglu, Hilmi, Vijaykumar, T. N., Jalote, Ankit

Journal:

Communications of the ACM

Year:

2005

Language:

english

File:

PDF, 807 KB

english, 2005

14

Temporal sequence learning and data reduction for anomaly detection

Lane, Terran, Brodley, Carla E.

Journal:

ACM Transactions on Information and System Security

Year:

1999

Language:

english

File:

PDF, 614 KB

english, 1999

15

Cortical feature analysis and machine learning improves detection of “MRI-negative” focal cortical dysplasia

Ahmed, Bilal, Brodley, Carla E., Blackmon, Karen E., Kuzniecky, Ruben, Barash, Gilad, Carlson, Chad, Quinn, Brian T., Doyle, Werner, French, Jacqueline, Devinsky, Orrin, Thesen, Thomas

Journal:

Epilepsy & Behavior

Year:

2015

Language:

english

File:

PDF, 582 KB

english, 2015

16

ASSERT: A Physician-in-the-Loop Content-Based Retrieval System for HRCT Image Databases

Chi-Ren Shyu, Carla E. Brodley, Avinash C. Kak, Akio Kosaka, Alex M. Aisen, Lynn S. Broderick

Journal:

Computer Vision and Image Understanding

Year:

1999

Language:

english

File:

PDF, 574 KB

english, 1999

17

Interactive Content-Based Image Retrieval Using Relevance Feedback

Sean D. MacArthur, Carla E. Brodley, Avinash C. Kak, Lynn S. Broderick

Journal:

Computer Vision and Image Understanding

Year:

2002

Language:

english

File:

PDF, 198 KB

english, 2002

18

Using Human Perceptual Categories for Content-Based Retrieval from a Medical Image Database

Chi-Ren Shyu, Christina Pavlopoulou, Avinash C. Kak, Carla E. Brodley, Lynn S. Broderick

Journal:

Computer Vision and Image Understanding

Year:

2002

Language:

english

File:

PDF, 602 KB

english, 2002

19

Discovering arbitrary event types in time series

Dan Preston, Pavlos Protopapas, Carla Brodley

Journal:

Statistical Analysis and Data Mining

Year:

2009

Language:

english

File:

PDF, 617 KB

english, 2009

20

Computing: report leaps geographical barriers but stumbles over gender

Pollack, Martha E., Hambrusch, Susanne E., Ellis, Carla Schlatter, Grosz, Barbara J., Hodgins, Jessica, Bajcsy, Ruzena, Brodley, Carla E., Aiello, Luigia Carlucci, Bonacina, Maria Paola, Clarke, Lori

Journal:

Year:

2006

Language:

english

File:

PDF, 122 KB

english, 2006

21

FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection

Keith Noto, Carla Brodley, Donna Slonim

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 460 KB

english, 2012

22

Semi-automated screening of biomedical citations for systematic reviews

Byron C Wallace, Thomas A Trikalinos, Joseph Lau, Carla Brodley, Christopher H Schmid

Journal:

BMC Bioinformatics

Year:

2010

Language:

english

File:

PDF, 774 KB

english, 2010

23

Toward modernizing the systematic review pipeline in genetics: efficient updating via data mining

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Lau, Joseph, Schmid, Christopher H., Bertram, Lars, Lill, Christina M., Cohen, Joshua T., Trikalinos, Thomas A.

Journal:

Genetics in Medicine

Year:

2012

Language:

english

File:

PDF, 363 KB

english, 2012

24

[ACM Press the 11th ACM conference - Washington DC, USA (2004.10.25-2004.10.29)] Proceedings of the 11th ACM conference on Computer and communications security - CCS '04 - IP covert timing channels

Cabuk, Serdar, Brodley, Carla E., Shields, Clay

Year:

2004

Language:

english

File:

PDF, 558 KB

english, 2004

25

[IEEE 2012 IEEE Conference on Visual Analytics Science and Technology (VAST) - Seattle, WA, USA (2012.10.14-2012.10.19)] 2012 IEEE Conference on Visual Analytics Science and Technology (VAST) - Dis-function: Learning distance functions interactively

Brown, Eli T., Liu, Jingjing, Brodley, Carla E., Chang, Remco

Year:

2012

Language:

english

File:

PDF, 344 KB

english, 2012

26

[IEEE 2006 22nd Annual Computer Security Applications Conference (ACSAC'06) - Miami Beach, FL, USA (2006.12.11-2006.12.11)] 2006 22nd Annual Computer Security Applications Conference (ACSAC'06) - Offloading IDS Computation to the GPU

Jacob, Nigel, Brodley, Carla

Year:

2006

Language:

english

File:

PDF, 751 KB

english, 2006

27

[ACM Press the 5th ACM conference - San Francisco, California, United States (1998.11.02-1998.11.05)] Proceedings of the 5th ACM conference on Computer and communications security - CCS '98 - Temporal sequence learning and data reduction for anomaly detection

Lane, Terran, Brodley, Carla E.

Year:

1998

Language:

english

File:

PDF, 1.06 MB

english, 1998

28

[IEEE 2013 IEEE International Conference on Healthcare Informatics (ICHI) - Philadelphia, PA, USA (2013.09.9-2013.09.11)] 2013 IEEE International Conference on Healthcare Informatics - Removing Confounding Factors via Constraint Based Clustering: An Application to Finding Homogeneous Groups of Multiple Sclerosis Patients

Liu, Jingjing, Brodley, Carla E., Healy, Brian C., Chitnis, Tanuja

Year:

2013

Language:

english

File:

PDF, 424 KB

english, 2013

29

[IEEE 2012 IEEE 12th International Conference on Data Mining (ICDM) - Brussels, Belgium (2012.12.10-2012.12.13)] 2012 IEEE 12th International Conference on Data Mining - Active Label Correction

Rebbapragada, Umaa, Brodley, Carla E., Sulla-Menashe, Damien, Friedl, Mark A.

Year:

2012

Language:

english

File:

PDF, 238 KB

english, 2012

30

[IEEE 2009 IEEE Aerospace conference - Big Sky, MT, USA (2009.03.7-2009.03.14)] 2009 IEEE Aerospace conference - Improving onboard analysis of Hyperion images by filtering mislabeled training data examples

Rebbapragada, Umaa, Mandrake, Lukas, Wagstaff, Kiri L., Gleeson, Damhnait, Castano, Rebecca, Chien, Steve, Brodley, Carla E.

Year:

2009

Language:

english

File:

PDF, 1.08 MB

english, 2009

31

Knowledge Discovery and Data Mining: Computers taught to discern patterns, detect anomalies and apply decision algorithms can help secure computer systems and find volcanoes on Venus

Carla E. Brodley, Terran Lane and Timothy M. Stough

Journal:

American Scientist

Year:

1999

Language:

english

File:

PDF, 2.42 MB

english, 1999

32

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - Solving cluster ensemble problems by bipartite graph partitioning

Fern, Xiaoli Zhang, Brodley, Carla E.

Year:

2004

Language:

english

File:

PDF, 132 KB

english, 2004

33

Automated Storage and Retrieval of Thin-Section CT Images to Assist Diagnosis: System Description and Preliminary Assessment1

Aisen, Alex M., Broderick, Lynn S., Winer-Muram, Helen, Brodley, Carla E., Kak, Avinash C., Pavlopoulou, Christina, Dy, Jennifer, Shyu, Chi-Ren, Marchiori, Alan

Journal:

Year:

2003

Language:

english

File:

PDF, 446 KB

english, 2003

34

Removing confounding factors via constraint-based clustering: An application to finding homogeneous groups of multiple sclerosis patients

Liu, Jingjing, Brodley, Carla E., Healy, Brian C., Chitnis, Tanuja

Journal:

Artificial Intelligence in Medicine

Year:

2015

Language:

english

File:

PDF, 4.03 MB

english, 2015

35

[ACM Press the 2004 ACM workshop - Washington DC, USA (2004.10.29-2004.10.29)] Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security - VizSEC/DMSEC '04 - User re-authentication via mouse movements

Pusara, Maja, Brodley, Carla E.

Year:

2004

Language:

english

File:

PDF, 175 KB

english, 2004

36

IP Covert Channel Detection

Cabuk, Serdar, Brodley, Carla E., Shields, Clay

Journal:

ACM Transactions on Information and System Security

Year:

2009

Language:

english

File:

PDF, 834 KB

english, 2009

37

[ACM Press the 16th ACM SIGKDD international conference - Washington, DC, USA (2010.07.25-2010.07.28)] Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '10 - Redefining class definitions using constraint-based clustering

Preston, Dan R., Brodley, Carla E., Khardon, Roni, Sulla-Menashe, Damien, Friedl, Mark

Year:

2010

Language:

english

File:

PDF, 1.28 MB

english, 2010

38

[ACM Press the ACM international conference - Arlington, Virginia, USA (2010.11.11-2010.11.12)] Proceedings of the ACM international conference on Health informatics - IHI '10 - Modeling annotation time to reduce workload in comparative effectiveness reviews

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Lau, Joseph, Trikalinos, Thomas A.

Year:

2010

Language:

english

File:

PDF, 999 KB

english, 2010

39

[ACM Press the 2nd ACM SIGHIT symposium - Miami, Florida, USA (2012.01.28-2012.01.30)] Proceedings of the 2nd ACM SIGHIT symposium on International health informatics - IHI '12 - Deploying an interactive machine learning system in an evidence-based practice center

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Lau, Joseph, Trikalinos, Thomas A.

Year:

2012

Language:

english

File:

PDF, 847 KB

english, 2012

40

[ACM Press the 16th ACM SIGKDD international conference - Washington, DC, USA (2010.07.25-2010.07.28)] Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '10 - Active learning for biomedical citation screening

Wallace, Byron C., Small, Kevin, Brodley, Carla E., Trikalinos, Thomas A.

Year:

2010

Language:

english

File:

PDF, 1.30 MB

english, 2010

41

[ACM Press the sixth ACM SIGKDD international conference - Boston, Massachusetts, United States (2000.08.20-2000.08.23)] Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '00 - Visualization and interactive feature selection for unsupervised data

Dy, Jennifer G., Brodley, Carla E.

Year:

2000

Language:

english

File:

PDF, 335 KB

english, 2000

42

[IEEE 2015 IEEE International Conference on Data Mining (ICDM) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining - Domain Induced Dirichlet Mixture of Gaussian Processes: An Application to Predicting Disease Progression in Multiple Sclerosis Patients

Zhao, Yijun, Chitnis, Tanuja, Healy, Brian C., Dy, Jennifer G., Brodley, Carla E.

Year:

2015

Language:

english

File:

PDF, 241 KB

english, 2015

43

SPIE Proceedings [SPIE Electronic Imaging '99 - San Jose, CA (Saturday 23 January 1999)] Storage and Retrieval for Image and Video Databases VII - Customized-queries approach to CBIR

Dy, Jennifer G., Brodley, Carla E., Kak, Avinash C., Shyu, Chi-Ren, Broderick, Lynn S., Yeung, Minerva M., Yeo, Boon-Lock, Bouman, Charles A.

Year:

1998

Language:

english

File:

PDF, 741 KB

english, 1998

44

KDD-Cup 2000 organizers' report

Kohavi, Ron, Brodley, Carla E., Frasca, Brian, Mason, Llew, Zheng, Zijian

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2000

Language:

english

File:

PDF, 836 KB

english, 2000

45

SPIE Proceedings [SPIE Medical Imaging 2003 - San Diego, CA (Saturday 15 February 2003)] Medical Imaging 2003: PACS and Integrated Medical Information Systems: Design and Evaluation - Content-based image retrieval for medical imagery

Pavlopoulou, Christina, Kak, Avinash C., Brodley, Carla E., Huang, H. K., Ratib, Osman M.

Year:

2003

Language:

english

File:

PDF, 497 KB

english, 2003

46

[ACM Press the 22nd ACM SIGKDD International Conference - San Francisco, California, USA (2016.08.13-2016.08.17)] Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16 - A Non-parametric Approach to Detect Epileptogenic Lesions using Restricted Boltzmann Machines

Zhao, Yijun, Ahmed, Bilal, Thesen, Thomas, Blackmon, Karen E., Dy, Jennifer G., Brodley, Carla E., Kuzniekcy, Ruben, Devinsky, Orrin

Year:

2016

Language:

english

File:

PDF, 1.56 MB

english, 2016