Anna L. Buczak

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 15

Top Topics

Machine Learning

Intrusion Detection

Recurrent Neural Networks

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Benjamin D. Kraske, Anshu Saksena, Anna L. Buczak, Zachary N. Sunberg
Explanation Through Reward Model Reconciliation using POMDP Tree Search. ICAA (2023)
Benjamin D. Kraske, Anshu Saksena, Anna L. Buczak, Zachary N. Sunberg
Explanation through Reward Model Reconciliation using POMDP Tree Search. CoRR (2023)
Anna L. Buczak, Benjamin D. Baugher, Christine S. Martin, Meg W. Keiley-Listermann, James Howard, Nathan H. Parrish, Anton Q. Stalick, Daniel S. Berman, Mark Dredze
Crystal Cube: Forecasting Disruptive Events. Appl. Artif. Intell. 36 (1) (2022)
Anna L. Buczak, Benjamin D. Baugher, Adam J. Berlier, Kayla E. Scharfstein, Christine S. Martin
Explainable Forecasts of Disruptive Events using Recurrent Neural Networks. ICAA (2022)
Abhinav Chinta, Jingyu Zhang, Alexandra DeLucia, Mark Dredze, Anna L. Buczak
Study of Manifestation of Civil Unrest on Twitter. W-NUT (2021)
Jeffrey S. Chavis, Anna L. Buczak, Aviel D. Rubin, Lanier A. Watkins
Connected Home Automated Security Monitor (CHASM): Protecting IoT Through Application of Machine Learning. CCWC (2020)
Justin Sech, Alexandra DeLucia, Anna L. Buczak, Mark Dredze
Civil Unrest on Twitter (CUT): A Dataset of Tweets to Support Research on Civil Unrest. W-NUT@EMNLP (2020)
Jeffrey S. Chavis, Anna L. Buczak, Aaron Kunz, Aviel D. Rubin, Lanier A. Watkins
A Capability for Autonomous IoT System Security: Pushing IoT Assurance to the Edge. SP Workshops (2020)
Daniel S. Berman, Anna L. Buczak, Jeffrey S. Chavis, Cherita L. Corbett
A Survey of Deep Learning Methods for Cyber Security. Inf. 10 (4) (2019)
Lanier A. Watkins, Sean Beck, Jared Zook, Anna L. Buczak, Jeffrey S. Chavis, William H. Robinson, Jose Andre Morales, Samuel Mishra
Using semi-supervised machine learning to address the Big Data problem in DNS networks. CCWC (2017)
Anna L. Buczak, Daniel S. Berman, Sean W. Yen, Lanier A. Watkins, Lien T. Duong, Jeffrey S. Chavis
Using sequential pattern mining for common event format (CEF) cyber data. CISRC (2017)
Linda J. Moniz, Anna L. Buczak, Benjamin Baugher, Erhan Guven, Jean-Paul Chretien
Predicting influenza with dynamical methods. BMC Medical Informatics Decis. Mak. 16 (2016)
Anna L. Buczak, Paul A. Hanke, George J. Cancro, Michael K. Toma, Lanier A. Watkins, Jeffrey S. Chavis
Detection of Tunnels in PCAP Data by Random Forests. CISRC (2016)
Anna L. Buczak, Erhan Guven
A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection. IEEE Commun. Surv. Tutorials 18 (2) (2016)
Anna L. Buczak, Benjamin Baugher, Erhan Guven, Liane Ramac-Thomas, Yevgeniy Elbert, Steven M. Babin, Sheri Lewis
Fuzzy association rule mining and classification for the prediction of malaria in South Korea. BMC Medical Informatics Decis. Mak. 15 (2015)
Erhan Guven, Anna L. Buczak
An OpenCL Framework for Fuzzy Associative Classification and its Application to Disease Prediction. Complex Adaptive Systems (2013)
Anna L. Buczak, Phillip T. Koshute, Steven M. Babin, Brian H. Feighner, Sheryl H. Lewis
A data-driven epidemiological prediction method for dengue outbreaks using local and remote sensing data. BMC Medical Informatics Decis. Mak. 12 (2012)
Anna L. Buczak, Steven M. Babin, Linda J. Moniz
Data-driven approach for creating synthetic electronic medical records. BMC Medical Informatics Decis. Mak. 10 (2010)
Anna L. Buczak, Linda J. Moniz, Brian H. Feighner, Joseph S. Lombardo
Mining electronic medical records for patient care patterns. CIDM (2009)
Anna L. Buczak, Charles Wan, Glenn Petry
SmartPortal for Biomedical Data Mining. CIDM (2007)
Anna L. Buczak, David G. Cooper, Martin O. Hofmann
Evolutionary agent learning. Int. J. Gen. Syst. 35 (2) (2006)
Robert Kozma, Anna L. Buczak
Biomedical Hypothesis Generation and Testing by Evolutionary Computation. DMIN (2006)
Anna L. Buczak, Benjamin Grooters, Paul Kogut, Eren Manavoglu, C. Lee Giles
Recommender Systems for Intelligence Analysts. AAAI Spring Symposium: AI Technologies for Homeland Security (2005)
Kshanti A. Greene, David G. Cooper, Anna L. Buczak, Michael Czajkowski, Jeffrey L. Vagle, Martin O. Hofmann
Cognitive Agents for Sense and Respond Logistics. DAMAS (2005)
Henry (Hui) Wang, Anna L. Buczak, Hong Jin, Hongan Wang, Baosen Li
Sensor Network Optimization by a Novel Genetic Algorithm. NPC (2004)
Michael Czajkowski, Anna L. Buczak, Martin O. Hofmann
Dynamic Agent Composition from Semantic Web Services. SWDB (2004)
Houshang Darabi, Mohsen A. Jafari, Anna L. Buczak
A control switching theory for supervisory control of discrete event systems. IEEE Trans. Robotics Autom. 19 (1) (2003)
Anna L. Buczak, Henry (Hui) Wang, Houshang Darabi, Mohsen A. Jafari
Genetic algorithm convergence study for sensor network optimization. Inf. Sci. 133 (3-4) (2001)
Anna L. Buczak, Henry (Hui) Wang
Optimization of fitness functions with non-ordered parameters by genetic algorithms. CEC (2001)
Anna L. Buczak, Robert E. Uhrig
Hybrid Fuzzy - Genetic Technique for Multisensor Fusion. Inf. Sci. 93 (3) (1996)