ALPER CAGLAYAN - PUBLICATIONS
BOOKS
L. Cassani, A. Caglayan, J. Alavedra, V. Bharadwaj, N. Lee and J. Parkes,
Semantic enrichment and reasoning for mobile data collection of socio-cultural
data, in: Advances in Cross-Cultural Decision Making, Sae Schatz, Joseph Cohn,
Denise Nicholson, AHFE Conference, Jul 19, 2014 - 273 pages
Cassani, L., Caglayan, A., Amanda, M., and Bell, S. Predictive Societal
Indicators of Radicalism - Forecasting Political Violence, 2nd International
Conference on Cross-Cultural Decision Making in 4th International Conference
on Applied Human Factors and Ergonomics 2012 (AHFE 2012), San Francisco,
CA, July 21-25, 2012.
Cassani, L., Caglayan, A., Das, S., Alavedra, J., Morgan, W., and Mooney, L.
Population Sentiment Modeling in support of ISAF Joint Command, 2nd
International Conference on Cross-Cultural Decision Making in 4th International
Conference on Applied Human Factors and Ergonomics 2012 (AHFE 2012), San
Francisco, CA, July 21-25, 2012.
Cassani, L., Caglayan, A., Alavedra, J., Morgan, W., and Mooney, L. Semantic
Integration of Socio-Cultural Knowledge for Complex Operations, 2nd
International Conference on Cross-Cultural Decision Making in 4th International
Conference on Applied Human Factors and Ergonomics 2012 (AHFE 2012), San
Francisco, CA, July 21-25, 2012.
Stroh, L., Caglayan, A., Rashed, T., Burke, D., and Eaton, G. (2010) Geospatial
Campaign Management for Complex Operations, In D. Schmorrow & D.
Nicholson (Eds.), Advances in Cross-Cultural Decision Making (pp. 460-469).
Boca Raton, FL: CRC Press.
"The Agent Sourcebook", (with C. G. Harrison) ISBN 0-471-15327-3, July 1997,
John Wiley & Sons, Inc., NY
``Intelligente Software-Agenten", ISBN 3-446-19269-7, Carl Hanser Verlag,
Munich, 1998, (German edition of "The Agent Sourcebook")
``Les Agents", ISBN 2-225-83146-7, Masson Editeur, Paris, 1998 (French edition
of "The Agent Sourcebook")
"Integrated Expert Systems and Neural Networks" in L.R. Medsker and J.
Liebowitz (Eds.) Design and Development of Expert Systems and Neural
Networks, (Chapter 15). New York, NY: Macmillan Publishing, 1994.
JOURNALS
Bell, S., Cingranelli, D. R., Murdie, A. and Caglayan, A. Coercion, Capacity, and
Coordination: Predictors of Political Violence. Conflict Management and Peace
Science, Volume 30 Issue 3 (July 2013): pp. 244 - 266.
Caglayan, A., Toothaker, M., Drapeau, D., Burke, D. and Eaton, G. (2011)
Behavioral Analysis of Botnets for Threat Intelligence, Information Systems and
e-Business Management: Volume 10, Issue 4 (2012): pp. 491-519. DOI:
10.1007/s10257-011-0171-7.
Caglayan, A., Thompson, P., and Bratus, S. (2004) A Graph Attack Simulation
Approach to Vulnerability Management IATAC IAnewsletter, Volume 6, Issue 4
(Spring 2004).
"Increasing Agent Autonomy by Learning from Events". (with S. Das, A.
Bestavros, and P. Gonsalves) Proceedings of the 2nd International Conference
on the Practical Application of Knowledge Discovery and Data Mining (PADD'98),
pp. 241-260, London (March 1998).
“Learn Sesame - A Learning Agent Engine” (with M. Snorrason, J. Jacoby, J.
Mazzu, R. Jones and K. Kumar) in N. Jennings and B. Crabtree (Eds.)
International Journal of Applied Artificial Intelligence, Vol. 11, No. 5, p. 393, 1997.
“Lessons from Open Sesame!: a User Interface Learning Agent” (with J. Mazzu ,
M.S. Snorrason, J. Jacoby, and R. Jones), PAAM’96: The Practical Application of
Intelligent Agents and Multi-Agent Technology, April 1996.
"Generalized ART2 Algorithms". (with M. Snorrason) Proceedings of the World
Congress on Neural Networks, San Diego, CA (June 1994).
"On the Relationship between Generalized Equality Clustering and ART 2 Neural
Networks". (with M. Snorrason) Proceedings of the World Congress on Neural
Networks, Portland, OR (July 1993).
CONFERENCES
Gioioso, M. Clark, T. Caglayan, A. Toothaker, T. Decision-theoretic Route
Planner: Using a genetic algorithm specialized with non-uniform distributions and
NIIRS values, 2015 IEEE Symposium on Technologies for Homeland Security
(HST ’15), 14 - 16 April 2015, Boston, MA.
Caglayan, A., Gioioso, M., and Cassani, L. semSCI - Semantic Application to
Detect and Resolve Suspicious and Conflicting Information, AFRL Final Report,
Contract No. FA8750-13-C-0219, Apr. 2014.
Caglayan, A. Mobile Enabled Spatially Aware Semantic Wiki for Information
Management using Open-Source Software Platforms. Semantic Technology &
Business Conference. San Francisco, CA, June 2-5, 2013.
Caglayan, A., Cassani, L., Mooney, L., Morgan, W., Boyles, A. Semantic
Technologies for Civil Information Management during Complex Emergencies.
IEEE Technologies for Homeland Defense, Boston, MA, November 13-15, 2012.
Caglayan, A., Alavedra, J., Toothaker, M., Cassani, L. A Social Agent Dynamic
Honeynet for Attack Modeling, IEEE Technologies for Homeland Defense,
Boston, MA, November 13-15, 2012.
Cassani, L., Caglayan, A., Mooney, L., Morgan, W., Boyles, A., Weiss, B. Marine
Corps Civil Information Management (MARCIM) Semantic Wiki, WikiMania 2012
International Wikimedia Conference, Washington, DC, July 12-15, 2012.
Arackaparambil, C., Yan, G., Bratus, S. and Caglayan, A. (2012) On Tuning the
Knobs of Distribution-based Methods for Detecting VoIP Covert Channels,
Hawaii International Conference on System Sciences (HICSS-45) Insider Threat
Modeling, Detection, and Mitigation Minitrack, Grand Wailea, Maui, Hawaii,
January 4-7, 2012.
Cassani, L., Caglayan, A., Das, S., Alavedra, J., Morgan, W., Murdie, A., Bell, S.,
and Cingranelli, D. (2011) Predictive Societal Indicators of Radicalism, AFRL
Phase II Final Report, October 2011.
Caglayan, A. and Toothaker, M. (2011) Fusion of Information Security Event
Community Reporting with Botnet Threat Intelligence, 2011 Malware Technical
Exchange Meeting (MTEM2011), McLean, VA, August 29-31.
Alavedra, J., Stroh, L., Caglayan, A., and Das, S. (2011) Bayesian Analysis of
Sentiment Surveys, Fusion 2011, 14th International Conference on Information
Fusion, Chicago, IL, July 5-8, 2011.
Caglayan, A.,Burke, D., Stroh, L. and Das, S. (2011) Activity Sequence Learning
in Mission Critical Tasks, Fusion 2011, 14th International Conference on
Information Fusion, Chicago, IL, July 5-8, 2011.
Stroh, L., Caglayan, A., Alavedra, J. , and Burke, D. (2011) Population Sentiment
Analysis in Support of ISAF Joint Command, HSCB Focus 2011 Conference,
Chantilly, VA, February 8-10, 2011.
Cingranelli, D., Bell, S., Murdie, A. , Caglayan, A., Stroh, L. and Burke, D. (2011)
Predictive Societal Indicators of Radicalism - Forecasting Political Violence,
HSCB Focus 2011 Conference, Chantilly, VA, February 8-10, 2011.
Caglayan, A., Stroh, L., Burke, D., Boswell, J., McGuire, P. (2011) Semantic
Technology for Knowledge Management, HSCB Focus 2011 Conference,
Chantilly, VA, February 8-10, 2011.
Caglayan, A., Stroh, L. Burke, D. and Morgan, W. (2011) Decision Modeling for
Sociocultural Data, HSCB Focus 2011 Conference, Chantilly, VA, February 8-10,
2011.
Caglayan, A., Burke, D., Alavedra, J., Stroh, L., McGuire, P., Boswell, J., Guttieri,
K., and Copeland, F. (2010) A Hybrid Knowledge Framework for Complex
Operations, PKSOI 2010 Stability Operations Training and Education
Conference, National Conference Center, Lansdowne, VA, October 26-28, 2010.
Caglayan, A. and Toothaker, M. FastFluxMonitor vs. Darknet traffic, SIE
Workshop, Atlanta, GA, October 3, 2010.
Massey, D. and Caglayan, A. Event Detection via DNS and Route Monitoring,
6th Annual GFIRST National Conference, GFIRST6: Building Today, Shaping
Tomorrow – Ensuring an Effective Response Capability to Manage Risks in
Cyberspace, San Antonio, TX, August 15-20, 2010
Caglayan, A. Improving Malware Situational Awareness by Monitoring the
Relationships in DNS Infrastructure, Multiagency and Industry Malware and Bot
Reverse Engineering Technical Exchange Meeting (MTEM 10), MIT Lincoln
Laboratory, July 15-16, 2010.
Caglayan, A., Toothaker, M., Drapeau, D., Burke, D. and Eaton, G. (2010) Guilt
by Association based Discovery of Botnet Footprints, NATO Research and
Technology Organization Workshop on Information Security and Defense,
Antalya, Turkey, April 26-30, 2010.
Caglayan, A., Toothaker, M., Drapeau, D., Burke, D. and Eaton, G. (2010)
Behavioral Patterns of Fast Flux Service Networks, Hawaii International
Conference on System Sciences (HICSS-43) Cyber Security and Information
Intelligence Research Minitrack. Koloa, Kauai, Hawaii, January 5-8, 2010.
Stroh, L. M., Burke, D., Zhao, Y. T., Caglayan, A. (2009) A System Dynamics
Model of Counterinsurgency in Southern Afghanistan, 2009 NAACSOS (North
American Association for Computational Social and Organizational Sciences)
Annual Conference, Arizona State University, Tempe, AZ, October 23-24, 2009.
Guttieri, K., Caglayan, A. (2009) Rumour and Perception amidst Social Conflict,
European Consortium for Political Research, 5th General Conference, Potsdam,
Germany, September 10-12, 2009.
Burke, D., Caglayan, A., Stroh, L. M., Zhao, Y. T. and Eaton, G. (2009) An Open
Source Social Science Data Repository for HSCB Research, OSD FOCUS 2010
Human Social Culture Behavior Conference, Chantilly, VA, August 5-7, 2009.
Stroh, L. M. Caglayan, A., Guttieri, K., Burke, D. and Eaton, G. (2009)
Knowledge Management Needs of the Complex Operations Community, OSD
FOCUS 2010 Human Social Culture Behavior Conference, Chantilly, VA, August
5-7, 2009.
Caglayan, A., Stroh, L. M., Burke, D. and Eaton, G. (2009) Hybrid Knowledge
Framework for Complex Operations, OSD FOCUS 2010 Human Social Culture
Behavior Conference, Chantilly, VA, August 5-7, 2009.
Caglayan, A. Risk-Based Route Planning for Sense and Respond Logistics,
Military Logistics Summit 2009, Sheraton Premiere at Tysons Corner, Vienna,
VA, June 8-11, 2009.
Caglayan, A., Toothaker, M., Drapeau, D., Burke, D. and Eaton, G. (2009)
Behavioral Analysis of Fast Flux Service Networks, Fifth Annual Cyber Security
and Information Intelligence Research Workshop (CSIIRW 09), Oak Ridge, TN,
April 13-15, 2009.
Toothaker, M., Drapeau, D., Caglayan, A, Bratus, S. and Arackaparambil , C.
(2009) Hybrid Malicious Outbound Network Traffic flow detection (HYMONT),
Final Report, DTIC AD Number: ADB350308, Milcord, Waltham, MA, March
2009.
Caglayan, A., Toothaker, M., Drapeau, D., Burke, D. and Eaton, G. (2009) Real
Time Detection of Fast Flux Service Networks, Cybersecurity Applications and
Technologies Conference for Homeland Security (CATCH 2009), Washington,
DC, March 3-4, 2009.
Guttieri, K., Kelley, S. and Caglayan, A. (2008) Quantitative Modeling of Rumor,
Intellectual Capacity for STRATEGIC COLLABORATION in Stability, Security,
Transition and Reconstruction (SSTR) Humanitarian Assistance and Disaster
Relief (HA/DR), Naval Postgraduate School, Cebrowski Institute for Innovation,
Monterey, CA.
Caglayan, A., Toothaker, M. and Windholz, T. (2007) A Bayesian Activity Monitor
for Botnet Defense, 2007 Monterey Homeland Security Conference, Monterey,
CA, August 2007.
Agouris, P., Stefanidis, A., and Caglayan, A. (2004) Geospatial Exploitation of
Motion Imagery, 24th Army Science Conference, Orlando, FL, December 2004.
REPORTS
Caglayan, A., Cassani, L., Morgan, W., Mooney, L., Alavedra, J., Boyles, A.
(2013) Hybrid Knowledge Management for Complex Operations, ONR Final
Report, February 2013.
Burke, D. and Caglayan, A. (2010) Cyber Incident Mission Impact Assessment
(CIMIA), Technical Report, AFRL Information Directorate, Rome, NY, November
15, 2010.
Caglayan, A., Toothaker, M., Drapeau, D., Burke, D., Eaton, G., Van Randwyk,
J., Lloyd, L., Proebstel, E., Burnett, D., Bayer, G., and Sanders, B. (2009) Botnet
Analytics Appliance, Final Report, Department of Homeland Security Cyber
Security R&D Center Contract No. NBCHC070126, October, 2009.
Caglayan, A., Burke, D., Eaton, G., Qamar, S., Caglayan, J., and Cingranelli, D.,
Regan, P., Bell, S., Frank, R. (2009) Predictive Societal Indicators of Radicalism
(PSIR), DTIC AD No. ADB347278, Milcord, Waltham, MA.
Caglayan, A., Burke, D., Eaton, G. and Meessen, Y. (2008) Course of Action
Forecasting, Technical Report, DTIC AD Number: ADB338206, US Army TEC,
Alexandria, VA.
Caglayan, A., Burke, D. and Eaton, G. (2008) Commander's Learning Agent,
Technical Report. DTIC AD No. AD Number: ADB346317, Milcord, Waltham,
MA.
Burke, D., Caglayan, A. and Zhao, Y. T. (2008) Adaptive Risk-based Convoy
Route Planning, Technical Report. DTIC AD No. ADB3451502, ONR, Arlington,
VA.
Windholz, T., Caglayan, A., Guler, S., and Doucette, P. (2007) Automated Image
Understanding, Technical Report, DTIC AD No. ADB334596, Milcord, Waltham,
MA, December 2007.
Caglayan, A., Burke, D., Windholz, T., Smith, B., and Paxton, R. (2007) Building
Intent, Technical Report, DTIC AD No. ADB333832, Milcord, Waltham, MA,
November 2007.
Burke, D., Bhadra, S., Caglayan, A. and Eaton, G. (2009) A Personalized Web
2.0 Service for Authoritative Content, US DoE Report No. DOE/ER/85228-1, US
DoE, Scientific and Technical Information (STI), Chicago, IL.
Windholz, T., Caglayan, A. and Brigantic, R. T. (2007) LERIX: Language Enabled
Raster Imagery Exploitation, Technical Report, DTIC AD Number. ADB331211,
Milcord, Waltham, MA, July 2007.
Windholz, T., Toothaker, M., Stefanidis, A. and Caglayan, A. (2007) Geospatial
Exploitation of Motion Imagery, Technical Report, DTIC AD Number ADB329555,
Milcord, Waltham, MA, May 2007.
Caglayan, A., Toothaker, M. and Windholz, T. (2007) A Bayesian Activity Monitor
for Botnet Defense, Final Report, Department of Homeland Security Cyber
Security R&D Center Contract No. NBCHC060135, March 2007.
Caglayan, A., Hewlett, R., Taylor, H. and Lyle, M. (2006) A Real Context
Simulation Approach to Cyber Defense Training, Technical Report, DTIC AD
Number ADB324372, Milcord, Waltham, MA, January 2006.
Caglayan, A., Gioioso, M., Minieri, J., and Frank, B. (2006) Incident Response
Decision Aid – irDA, Technical Report, DTIC AD Number ADB318493, Open
Service Inc., Westborough, MA, January 2006.
Caglayan, A., Gioioso, M., Stefanidis, A. and Agouris, P. (2005) Course of Action
Forecasting Technical Report, DTIC AD Number: ADB309537, Milcord, Waltham,
MA, June 2005.
Stefanidis, A., Agouris, P, and Caglayan, A. (2005) An Object Configuration
Similarity Approach to Georegistration, Technical Report, Contract No.
NNS05AA29C, NASA Stennis Space Research Center, Stennis, MS, July 2005.
Agouris, P., Stefanidis, A., and Caglayan, A. (2004) A Spatiotemporal Helix
Approach to Geospatial Exploitation of Motion Imagery, Technical Report, DTIC
AD Number: ADA432580, Milcord, Waltham, MA, December 2004.