Carla E. Brodley

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 23

Top Venues

Publications

Carla E. Brodley, McKenna Quam, Mark Allen Weiss
An Analysis of the Math Requirements of 199 CS BS/BA Degrees at 158 U.S. Universities. Commun. ACM 67 (8) (2024)
Valerie Barr, Carla E. Brodley, Manuel A. Pérez-Quiñones
Visualizing Progress in Broadening Participation in Computing: The Value of Context. CoRR (2024)
Felix Muzny, Megan Giordano, Emma Sommers, Carla E. Brodley
Collecting, Analyzing, and Acting on Intersectional, Longitudinal Data and Pass/Fail/Withdraw Rates in Computing Courses. SIGCSE (1) (2024)
Albert Lionelle, McKenna Quam, Carla E. Brodley, Catherine Gill
Does Curricular Complexity in Computer Science Influence the Representation of Women CS Graduates? SIGCSE (1) (2024)
Kathleen J. Lehman, Carla E. Brodley, Mark Guzdial, Paul Tymann, Aman Yadav
Re-making CS Departments for Generation CS. SIGCSE (2) (2024)
Jaden Fiotto-Kaufman, Alexander R. Loftus, Eric Todd, Jannik Brinkmann, Caden Juang, Koyena Pal, Can Rager, Aaron Mueller, Samuel Marks, Arnab Sen Sharma, Francesca Lucchetti, Michael Ripa, Adam Belfki, Nikhil Prakash, Sumeet Multani, Carla E. Brodley, Arjun Guha, Jonathan Bell, Byron C. Wallace, David Bau
NNsight and NDIF: Democratizing Access to Foundation Model Internals. CoRR (2024)
Valerie Barr, Carla E. Brodley, Manuel A. Pérez-Quiñones
Visualizing Progress in Broadening Participation in Computing: The Value of Context. Commun. ACM 67 (7) (2024)
Carla E. Brodley, Catherine Gill
The BPC Relevance of Common Assessment in the Introductory Sequence. Commun. ACM 67 (7) (2024)
Carla E. Brodley, McKenna Quam, Mark Allen Weiss
An Analysis of the Math Requirements of 199 CS BS/BA Degrees at 158 U.S. Universities. CoRR (2024)
Carla E. Brodley, Benjamin J. Hescott, Jessica Biron, Ali Ressing, Melissa Peiken, Sarah Maravetz, Alan Mislove
Broadening Participation in Computing via Ubiquitous Combined Majors (CS+X). SIGCSE (1) (2022)
Carla E. Brodley, Valerie Barr
Interdisciplinary Computing Majors (CS+X): Making it work at your University. SIGCSE (2) (2022)
Carla E. Brodley
Why universities must resist GPA-based enrollment caps in the face of surging enrollments. Commun. ACM 65 (8) (2022)
Carla E. Brodley, Catherine Gill, Sally Wynn
Diagnosing why Representation Remains Elusive at your University: Lessons Learned from the Center for Inclusive Computing's Site Visits. RESPECT (2021)
Carla E. Brodley, Jan Cuny
The MSCS New Pathways Consortium - a National Invitation. RESPECT (2020)
Yijun Zhao, Bryan Lackaye, Jennifer G. Dy, Carla E. Brodley
A Quantitative Machine Learning Approach to Master Students Admission for Professional Institutions. EDM (2020)
Carla E. Brodley, Megan Barry, Aidan Connell, Catherine Gill, Ian Gorton, Benjamin Hescott, Bryan Lackaye, Cynthia LuBien, Leena Razzaq, Amit Shesh, Tiffani L. Williams, Andrea Pohoreckyj Danyluk
An MS in CS for non-CS Majors: Moving to Increase Diversity of Thought and Demographics in CS. SIGCSE (2020)
Emery D. Berger, Stephen M. Blackburn, Carla E. Brodley, H. V. Jagadish, Kathryn S. McKinley, Mario A. Nascimento, Minjeong Shin, Kuansan Wang, Lexing Xie
GOTO rankings considered helpful. Commun. ACM 62 (7) (2019)
Emery D. Berger, Stephen M. Blackburn, Carla E. Brodley, H. V. Jagadish, Kathryn S. McKinley, Mario A. Nascimento, Minjeong Shin, Lexing Xie
GOTO Rankings Considered Helpful. CoRR (2018)
Carla E. Brodley
Human-in-the-loop applied machine learning. IEEE BigData (2017)
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Ruben Kuzniecky, Orrin Devinsky, Jennifer G. Dy, Carla E. Brodley
Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy. MLHC (2016)
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Ruben Kuzniecky, Orrin Devinsky, Jennifer G. Dy, Carla E. Brodley
Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy. CoRR (2016)
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Ruben Kuzniecky, Orrin Devinsky, Carla E. Brodley
Decrypting "Cryptogenic" Epilepsy: Semi-supervised Hierarchical Conditional Random Fields For Detecting Cortical Lesions In MRI-Negative Patients. J. Mach. Learn. Res. 17 (2016)
Yijun Zhao, Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Jennifer G. Dy, Carla E. Brodley, Ruben Kuzniecky, Orrin Devinsky
A Non-parametric Approach to Detect Epileptogenic Lesions using Restricted Boltzmann Machines. KDD (2016)
Yijun Zhao, Tanuja Chitnis, Brian C. Healy, Jennifer G. Dy, Carla E. Brodley
Domain Induced Dirichlet Mixture of Gaussian Processes: An Application to Predicting Disease Progression in Multiple Sclerosis Patients. ICDM (2015)
Jingjing Liu, Carla E. Brodley, Brian C. Healy, Tanuja Chitnis
Removing confounding factors via constraint-based clustering: An application to finding homogeneous groups of multiple sclerosis patients. Artif. Intell. Medicine 65 (2) (2015)
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Yijun Zhao, Orrin Devinsky, Ruben Kuzniecky, Carla E. Brodley
Hierarchical Conditional Random Fields for Outlier Detection: An Application to Detecting Epileptogenic Cortical Malformations. ICML (2014)
Yijun Zhao, Carla E. Brodley, Tanuja Chitnis, Brian C. Healy
Addressing Human Subjectivity via Transfer Learning: An Application to Predicting Disease Outcome in Multiple Sclerosis Patients. SDM (2014)
Keith Noto, Carla E. Brodley, Saeed Majidi, Diana W. Bianchi, Donna K. Slonim
CSAX: Characterizing Systematic Anomalies in eXpression Data. RECOMB (2014)
Kelly Moran, Byron C. Wallace, Carla E. Brodley
Discovering Better AAAI Keywords via Clustering with Community-Sourced Constraints. AAAI (2014)
Jingjing Liu, Carla E. Brodley, Brian C. Healy, Tanuja Chitnis
Removing Confounding Factors via Constraint Based Clustering: An Application to Finding Homogeneous Groups of Multiple Sclerosis Patients. ICHI (2013)
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)
Keith Noto, Carla E. Brodley, Donna K. Slonim
FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection. Data Min. Knowl. Discov. 25 (1) (2012)
Carla E. Brodley, Umaa Rebbapragada, Kevin Small, Byron C. Wallace
Challenges and Opportunities in Applied Machine Learning. AI Mag. 33 (1) (2012)
Umaa Rebbapragada, Carla E. Brodley, Damien Sulla-Menashe, Mark A. Friedl
Active Label Correction. ICDM (2012)
Eli T. Brown, Jingjing Liu, Carla E. Brodley, Remco Chang
Dis-function: Learning distance functions interactively. IEEE VAST (2012)
Carla E. Brodley, Mark A. Friedl
Identifying Mislabeled Training Data CoRR (2011)
Kevin Small, Byron C. Wallace, Carla E. Brodley, Thomas A. Trikalinos
The Constrained Weight Space SVM: Learning with Ranked Features. ICML (2011)
Byron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos
Who Should Label What? Instance Allocation in Multiple Expert Active Learning. SDM (2011)
Byron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos
Class Imbalance, Redux. ICDM (2011)
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)
Keith Noto, Carla E. Brodley, Donna K. Slonim
Anomaly Detection Using an Ensemble of Feature Models. ICDM (2010)
Byron C. Wallace, Thomas A. Trikalinos, Joseph Lau, Carla E. Brodley, Christopher H. Schmid
Semi-automated screening of biomedical citations for systematic reviews. BMC Bioinform. 11 (2010)
Byron C. Wallace, Kevin Small, Carla E. Brodley, Thomas A. Trikalinos
Active learning for biomedical citation screening. KDD (2010)
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)
Serdar Cabuk, Carla E. Brodley, Clay Shields
IP Covert Channel Detection. ACM Trans. Inf. Syst. Secur. 12 (4) (2009)
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)
Dan Preston, Pavlos Protopapas, Carla E. Brodley
Event Discovery in Time Series. SDM (2009)
Dan Preston, Pavlos Protopapas, Carla E. Brodley
Discovering arbitrary event types in time series. Stat. Anal. Data Min. 2 (5-6) (2009)
Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley, Charles R. Alcock
Finding anomalous periodic time series. Mach. Learn. 74 (3) (2009)
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)
Umaa Rebbapragada, Rachel Lomasky, Carla E. Brodley, Mark A. Friedl
Generating High-Quality Training Data for Automated Land-Cover Mapping. IGARSS (4) (2008)
Umaa Rebbapragada, Carla E. Brodley
Class Noise Mitigation Through Instance Weighting. ECML (2007)
Rachel Lomasky, Carla E. Brodley, M. Aernecke, D. Walt, Mark A. Friedl
Active Class Selection. ECML (2007)
D. Sculley, Carla E. Brodley
Compression and Machine Learning: A New Perspective on Feature Space Vectors. DCC (2006)
Nigel Jacob, Carla E. Brodley
Offloading IDS Computation to the GPU. ACSAC (2006)
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 55 (10) (2006)
David Sculley, Gabriel Wachman, Carla E. Brodley
Spam Filtering Using Inexact String Matching in Explicit Feature Space with On-Line Linear Classifiers. TREC (2006)
Xiaoli Zhang Fern, Carla E. Brodley, Mark A. Friedl
Correlation Clustering for Learning Mixtures of Canonical Correlation Models. SDM (2005)
Benjamin A. Kuperman, Carla E. Brodley, Hilmi Ozdoganoglu, T. N. Vijaykumar, Ankit Jalote
Detection and prevention of stack buffer overflow attacks. Commun. ACM 48 (11) (2005)
Jahangir Hasan, Ankit Jalote, T. N. Vijaykumar, Carla E. Brodley
Heat Stroke: Power-Density-Based Denial of Service in SMT. HPCA (2005)
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 J. Miller, Russ Mundy, Clifford 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) (2004)
Jennifer G. Dy, Carla E. Brodley
Feature Selection for Unsupervised Learning. J. Mach. Learn. Res. 5 (2004)
Serdar Cabuk, Carla E. Brodley, Clay Shields
IP covert timing channels: design and detection. CCS (2004)
Xiaoli Zhang Fern, Carla E. Brodley
Solving cluster ensemble problems by bipartite graph partitioning. ICML (2004)
Maja Pusara, Carla E. Brodley
User re-authentication via mouse movements. VizSEC (2004)
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. 25 (3) (2003)
Xiaoli Zhang Fern, Carla E. Brodley
Random Projection for High Dimensional Data Clustering: A Cluster Ensemble Approach. ICML (2003)
Terran Lane, Carla E. Brodley
An Empirical Study of Two Approaches to Sequence Learning for Anomaly Detection. Mach. Learn. 51 (1) (2003)
Xiaoli Zhang Fern, Carla E. Brodley
Boosting Lazy Decision Trees. ICML (2003)
James P. Early, Carla E. Brodley, Catherine Rosenberg
Behavioral Authentication of Server Flows. ACSAC (2003)
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. Comput. Vis. Image Underst. 88 (3) (2002)
Sean D. MacArthur, Carla E. Brodley, Avinash C. Kak, Lynn S. Broderick
Interactive Content-Based Image Retrieval Using Relevance Feedback. Comput. Vis. Image Underst. 88 (2) (2002)
Mark A. Friedl, Douglas K. McIver, Carla E. Brodley
Integration of domain knowledge in the form of ancillary map data into supervised classification of remotely sensed data. IGARSS (2002)
Jeffrey P. Bradford, Carla E. Brodley
The Effect of Instance-Space Partition on Significance. Mach. Learn. 42 (3) (2001)
Timothy M. Stough, Carla E. Brodley
Focusing attention on objects of interest using multiple matched filters. IEEE Trans. Image Process. 10 (3) (2001)
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)
Terran Lane, Carla E. Brodley
Data Reduction Techniques for Instance-Based Learning from Human/Computer Interface Data. ICML (2000)
Jennifer G. Dy, Carla E. Brodley
Feature Subset Selection and Order Identification for Unsupervised Learning. ICML (2000)
Ron Kohavi, Carla E. Brodley, Brian Frasca, Llew Mason, Zijian Zheng
KDD-Cup 2000 Organizers' Report: Peeling the Onion. SIGKDD Explor. 2 (2) (2000)
Jennifer G. Dy, Carla E. Brodley
Visualization and interactive feature selection for unsupervised data. KDD (2000)
Jennifer G. Dy, Carla E. Brodley, Avinash C. Kak, Chi-Ren Shyu, Lynn S. Broderick
The Customized-Queries Approach to CBIR Using EM. CVPR (1999)
Jennifer G. Dy, Carla E. Brodley, Avinash C. Kak, Chi-Ren Shyu, Lynn S. Broderick
Customized-queries approach to CBIR. Storage and Retrieval for Image and Video Databases (SPIE) (1999)
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)
Carla E. Brodley, Mark A. Friedl
Identifying Mislabeled Training Data. J. Artif. Intell. Res. 11 (1999)
Mark A. Friedl, Carla E. Brodley, Alan H. Strahler
Maximizing land cover classification accuracies produced by decision trees at continental to global scales. IEEE Trans. Geosci. Remote. Sens. 37 (2) (1999)
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. Comput. Vis. Image Underst. 75 (1-2) (1999)
Yuanhui Zhou, Carla E. Brodley
A Hybrid Lazy-Eager Approach to Reducing the Computation and Memory Requirements of Local Parametric Learning Algorithms. ICML (1999)
Nirav H. Kapadia, José A. B. Fortes, Carla E. Brodley
Predictive Application-Performance Modeling in a Computational Grid Environment. HPDC (1999)
Terran Lane, Carla E. Brodley
Temporal Sequence Learning and Data Reduction for Anomaly Detection. ACM Trans. Inf. Syst. Secur. 2 (3) (1999)
Nirav H. Kapadia, Carla E. Brodley, José A. B. Fortes, Mark S. Lundstrom
Resource-Usage Prediction for Demand-Based Network-Computing. SRDS (1998)
Terran Lane, Carla E. Brodley
Temporal Sequence Learning and Data Reduction for Anomaly Detection. CCS (1998)
Terran Lane, Carla E. Brodley
Approaches to Online Learning and Concept Drift for User Identification in Computer Security. KDD (1998)
Jeffrey P. Bradford, Clayton Kunz, Ron Kohavi, Clifford Brunk, Carla E. Brodley
Pruning Decision Trees with Misclassification Costs. ECML (1998)
Carla E. Brodley, Padhraic Smyth
Applying classification algorithms in practice. Stat. Comput. 7 (1) (1997)
Timothy M. Stough, Carla E. Brodley
Image Feature Reduction through Spoiling: Its Application to Multiple Matched Filters for Focus of Attention. KDD (1997)
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)
Carla E. Brodley, Mark A. Friedl
Identifying and Eliminating Mislabeled Training Instances. AAAI/IAAI, Vol. 1 (1996)
Carla E. Brodley
Automatic Selection of Split Criterion during Tree Growing Based on Node Location. ICML (1995)
Carla E. Brodley, Paul E. Utgoff
Multivariate Decision Trees. Mach. Learn. 19 (1) (1995)
Carla E. Brodley
Recursive Automatic Bias Selection for Classifier Construction. Mach. Learn. 20 (1-2) (1995)

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Publication Activity (10 Years)

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Carla E. Brodley