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1

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

Buczak, Anna, Guven, Erhan

Journal:

IEEE Communications Surveys & Tutorials

Year:

2015

Language:

english

File:

PDF, 813 KB

english, 2015

2

[ACM Press ACM SIGKDD Workshop - Washington, D.C. (2010.07.25-2010.07.28)] ACM SIGKDD Workshop on Intelligence and Security Informatics - ISI-KDD '10 - Fuzzy association rule mining for community crime pattern discovery

Buczak, Anna L., Gifford, Christopher M.

Year:

2010

Language:

english

File:

PDF, 596 KB

english, 2010

3

[IEEE 2020 10th Annual Computing and Communication Workshop and Conference (CCWC) - Las Vegas, NV, USA (2020.1.6-2020.1.8)] 2020 10th Annual Computing and Communication Workshop and Conference (CCWC) - Connected Home Automated Security Monitor (CHASM): Protecting IoT Through Application of Machine Learning

Chavis, Jeffrey S., Buczak, Anna, Rubin, Aviel, Watkins, Lanier A.

Year:

2020

Language:

english

File:

PDF, 361 KB

english, 2020

4

Prediction of High Incidence of Dengue in the Philippines

Buczak, Anna L., Baugher, Benjamin, Babin, Steven M., Ramac-Thomas, Liane C., Guven, Erhan, Elbert, Yevgeniy, Koshute, Phillip T., Velasco, John Mark S., Roque, Vito G., Tayag, Enrique A., Yoon, In-Ky

Journal:

PLoS Neglected Tropical Diseases

Year:

2014

Language:

english

File:

PDF, 1.17 MB

english, 2014

5

Hybrid fuzzy—genetic technique for multisensor fusion

Anna L. Buczak, Robert E. Uhrig

Journal:

Information Sciences

Year:

1996

Language:

english

File:

PDF, 727 KB

english, 1996

6

Genetic algorithm convergence study for sensor network optimization

Anna L Buczak, Henry (Hui) Wang, Houshang Darabi, Mohsen A Jafari

Journal:

Information Sciences

Year:

2001

Language:

english

File:

PDF, 305 KB

english, 2001

7

Hydrogen bonding and proton localization in complexes of carboxybetaines with phenols and carboxylic acids

Zofia Dega-Szafran, Anna Komasa, Monika Grundwald-Wyspiańska, Mirosław Szafran, Grzegorz Buczak, Andrzej Katrusiak

Journal:

Journal of Molecular Structure

Year:

1997

Language:

english

File:

PDF, 616 KB

english, 1997

8

Molecular structures and hydrogen bonding in the 1 : 1 and 1 : 2 complexes of pyridine betaine with 2,6-dichloro-4-nitrophenol; an example of strongly coupled hydrogen bonds, OH⋯OCOH⋯O−

Miroslław Szafran, Zofia Dega-Szafran, Grzegorz Buczak, Andrzej Katrusiak, Marek J. Potrzebowski, Anna Komasa

Journal:

Journal of Molecular Structure

Year:

1997

Language:

english

File:

PDF, 850 KB

english, 1997

9

The AFHSC-Division of GEIS Operations Predictive Surveillance Program: a multidisciplinary approach for the early detection and response to disease outbreaks

Clara J Witt, Allen L Richards, Penny M Masuoka, Desmond H Foley, Anna L Buczak, Lillian A Musila, Jason H Richardson, Michelle G Colacicco-Mayhugh, Leopoldo M Rueda, Terry A Klein, Assaf Anyamba, Jen

Journal:

BMC Public Health

Year:

2011

Language:

english

File:

PDF, 3.50 MB

english, 2011

10

Data-driven approach for creating synthetic electronic medical records

Anna L Buczak, Steven Babin, Linda Moniz

Journal:

BMC Medical Informatics and Decision Making

Year:

2010

Language:

english

File:

PDF, 3.16 MB

english, 2010

11

A data-driven epidemiological prediction method for dengue outbreaks using local and remote sensing data

Anna L Buczak, Phillip T Koshute, Steven M Babin, Brian H Feighner, Sheryl H Lewis

Journal:

BMC Medical Informatics and Decision Making

Year:

2012

Language:

english

File:

PDF, 1.88 MB

english, 2012

12

[IEEE 2009 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Nashville, TN, USA (2009.03.30-2009.04.2)] 2009 IEEE Symposium on Computational Intelligence and Data Mining - Mining electronic medical records for patient care patterns

Buczak, Anna L., Moniz, Linda J., Feighner, Brian H., Lombardo, Joseph S.

Year:

2009

Language:

english

File:

PDF, 906 KB

english, 2009

13

An OpenCL Framework for Fuzzy Associative Classification and its Application to Disease Prediction

Guven, Erhan, Buczak, Anna L.

Journal:

Procedia Computer Science

Year:

2013

Language:

english

File:

PDF, 271 KB

english, 2013

14

[IEEE 2007 IEEE Symposium on Computational Intelligence and Data Mining - Honolulu, HI, USA (2007.03.1-2007.04.5)] 2007 IEEE Symposium on Computational Intelligence and Data Mining - SmartPortal for Biomedical Data Mining

Buczak, Anna L., Wan, Charles, Petry, Glenn

Year:

2007

Language:

english

File:

PDF, 7.05 MB

english, 2007

15

Fuzzy association rule mining and classification for the prediction of malaria in South Korea

Buczak, Anna L., Baugher, Benjamin, Guven, Erhan, Ramac-Thomas, Liane C., Elbert, Yevgeniy, Babin, Steven M., Lewis, Sheri H.

Journal:

BMC Medical Informatics and Decision Making

Year:

2015

Language:

english

File:

PDF, 1.99 MB

english, 2015

16

[ACM Press the 11th Annual Cyber and Information Security Research Conference - Oak Ridge, TN, USA (2016.04.05-2016.04.07)] Proceedings of the 11th Annual Cyber and Information Security Research Conference on - CISRC '16 - Detection of Tunnels in PCAP Data by Random Forests

Buczak, Anna L., Hanke, Paul A., Cancro, George J., Toma, Michael K., Watkins, Lanier A., Chavis, Jeffrey S.

Year:

2016

Language:

english

File:

PDF, 208 KB

english, 2016

17

SPIE Proceedings [SPIE Aerospace/Defense Sensing, Simulation, and Controls - Orlando, FL (Monday 16 April 2001)] Unattended Ground Sensor Technologies and Applications III - Self-organizing cooperative sensor network for remote surveillance: target tracking while optimizing the geometry between bearing-reporting sensors and the target

Burne, Richard A., Kadar, Ivan, Buczak, Anna L., Carapezza, Edward M.

Year:

2001

Language:

english

File:

PDF, 447 KB

english, 2001

18

SPIE Proceedings [SPIE Aerospace/Defense Sensing, Simulation, and Controls - Orlando, FL (Monday 16 April 2001)] Component and Systems Diagnostics, Prognosis, and Health Management - Neural-networks-based sensor validation and recovery methodology for advanced aircraft engines

Uluyol, Onder, Buczak, Anna L., Nwadiogbu, Emmanuel, Willett, Peter K., Kirubarajan, Thiagalingam

Year:

2001

Language:

english

File:

PDF, 2.69 MB

english, 2001

19

SPIE Proceedings [SPIE SPIE's International Symposium on Optical Engineering and Photonics in Aerospace Sensing - Orlando, FL (Monday 4 April 1994)] Applications of Artificial Neural Networks V - Determination of fuzzy decision fusion system parameters by genetic algorithms

Loskiewicz-Buczak, Anna, Uhrig, Robert E., Rogers, Steven K., Ruck, Dennis W.

Year:

1994

Language:

english

File:

PDF, 801 KB

english, 1994

20

SPIE Proceedings [SPIE AeroSense '99 - Orlando, FL (Monday 5 April 1999)] Unattended Ground Sensor Technologies and Applications - Self-organizing cooperative sensor network for remote surveillance: current results

Burne, Richard A., Buczak, Anna L., Jin, Yaochu, Jamalabad, Vikram R., Kadar, Ivan, Eadan, Eitan R., Carapezza, Edward M., Law, David B., Stalker, K. Terry

Year:

1999

Language:

english

File:

PDF, 1.50 MB

english, 1999

21

SPIE Proceedings [SPIE Enabling Technologies for Law Enforcement and Security - Boston, MA (Sunday 1 November 1998)] Sensors, C3I, Information, and Training Technologies for Law Enforcement - Self-organizing cooperative sensor network for remote surveillance

Burne, Richard A., Buczak, Anna L., Jamalabad, Vikram R., Kadar, Ivan, Eadan, Eitan R., Carapezza, Edward M., Law, David B.

Year:

1999

Language:

english

File:

PDF, 1.87 MB

english, 1999

22

SPIE Proceedings [SPIE Aerospace Sensing - Orlando, FL (Monday 20 April 1992)] Applications of Artificial Neural Networks III - Clustering and classification techniques for the analysis of vibration signatures

Alguindigue, Israel E., Rogers, Steven K., Loskiewicz-Buczak, Anna, Uhrig, Robert E.

Year:

1992

Language:

english

File:

PDF, 790 KB

english, 1992

23

SPIE Proceedings [SPIE Enabling Technologies for Law Enforcement - Boston, MA (Monday 6 November 2000)] Enabling Technologies for Law Enforcement and Security - Self-organizing cooperative sensor network for remote surveillance: improved target tracking results

Burne, Richard A., Kadar, Ivan, Whitson, John C., Buczak, Anna L., Bramble, Simon K., Carapezza, Edward M., Rudin, Lenny I.

Year:

2001

Language:

english

File:

PDF, 518 KB

english, 2001

24

[IEEE 2017 IEEE 7th Annual Computing and Communication Workshop and Conference (CCWC) - Las Vegas, NV, USA (2017.1.9-2017.1.11)] 2017 IEEE 7th Annual Computing and Communication Workshop and Conference (CCWC) - Using semi-supervised machine learning to address the Big Data problem in DNS networks

Watkins, Lanier, Beck, Sean, Zook, Jared, Buczak, Anna, Chavis, Jeffery, Robinson, William H., Morales, Jose A., Mishra, Samuel

Year:

2017

Language:

english

File:

PDF, 452 KB

english, 2017

25

Predicting influenza with dynamical methods

Linda Moniz,Anna L. Buczak,Ben Baugher…

Journal:

BMC Medical Informatics and Decision Making

Year:

2015

Language:

english

File:

PDF, 2.12 MB

english, 2015

26

[ACM Press the 12th Annual Conference - Oak Ridge, Tennessee (2017.04.04-2017.04.06)] Proceedings of the 12th Annual Conference on Cyber and Information Security Research - CISRC '17 - Using sequential pattern mining for common event format (CEF) cyber data

Buczak, Anna L., Berman, Daniel S., Yen, Sean W., Watkins, Lanier A., Duong, Lien T., Chavis, Jeffrey S.

Year:

2017

Language:

english

File:

PDF, 463 KB

english, 2017

27

Prediction of Peaks of Seasonal Influenza in Military Health-Care Data

Buczak, Anna L, Baugher, Benjamin, Guven, Erhan, Moniz, Linda, Babin, Steven M., Chretien, Jean-Paul

Journal:

Biomedical Engineering and Computational Biology

Year:

2016

Language:

english

File:

PDF, 1.20 MB

english, 2016

28

An open challenge to advance probabilistic forecasting for dengue epidemics

Johansson, Michael A., Apfeldorf, Karyn M., Dobson, Scott, Devita, Jason, Buczak, Anna L., Baugher, Benjamin, Moniz, Linda J., Bagley, Thomas, Babin, Steven M., Guven, Erhan, Yamana, Teresa K., Shaman

Journal:

Proceedings of the National Academy of Sciences

Year:

2019

File:

PDF, 1.17 MB

2019

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