Portfolio

Past project work and publications.

Profiles

• Google Scholar
• ORCID Researcher Profile
• Crunchbase Profile
• Huggingface
• Kaggle
• Stackoverflow
• DataCamp

Research Interests

• Context-aware computing
• Engineering Productivity
• Developer Experience
• Human-centered Engineering
• Human-Machine Interaction
• Intelligent Agents
• Artificial Intelligence

Past research areas:

• Semantic reasoning
• Cybersecurity
• Geospatial Analysis
• Counter-insurgency and terrorism

Patents

• Software testing using machine learning (2024) - Active
• Systems and methods for using machine learning with epidemiological modeling (2022)

Publications

• 2013, Burke, D., Carlin, A., Picciano, P., Levchuk, G., Riordan, B., Reusing information for high-level fusion: characterizing bias and uncertainty in human-generated intelligence., Proc. SPIE 8758, Next Generation Analyst (Vol. 8758).
• 2013, Burke, D., Schurr, N., Ayers, J., Rousseau, J., Fertitta, J., Carlin, A., Dumond, D., Multimodal interaction for human-robot teams., Proc. SPIE 8741, Unmanned Systems Technology XV, 87410E (May 17, 2013); doi:10.1117/12.2016334.
• 2013, Scarff, L. A., Burke, D., Jones, E., Gilfillan, L. G., Pratt, S., Jackson, C. D., Weil, S., Fiore, S., Measuring knowledge: investigative research into the quantification of performance within a contextual multi-source PED fusion process., In J. J. Braun (Ed.), Proceedings of SPIE: Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications 2013 (Vol. 8756). Bellingham, WA: SPIE.
• 2012, Dumond, D., Ayers, J., Schurr, N., Carlin, A., Burke, D., Rousseau, J., Coordinating with Humans by Adjustable-Autonomy for Multirobot Pursuit (CHAMP)., Proc. SPIE. 8387, Unmanned Systems Technology XIV 838703 doi: 10.1117/12.920451.
• 2011, Stroh, L., Caglayan, A., Alavedra, J., Burke, D., Population sentiment analysis in support of ISAF Joint Command., HSCB Focus 2011 Conference, Chantilly, VA.
• 2011, Caglayan, A., Cingranelli, D., Bell, S., Murdie, A., Stroh, L., Burke, D., Predictive societal indicators of radicalism - Forecasting political violence., HSCB Focus 2011 Conference, Chantilly, VA.
• 2011, Caglayan, A., Stroh, L., Burke, D., Boswell, J., McGuire, P., Semantic Technology for Knowledge Management., HSCB Focus 2011 Conference, Chantilly, VA.
• 2011, Caglayan, A., Stroh, L., Burke, D., Morgan, W., Decision Modeling for Sociocultural Data., HSCB Focus 2011 Conference, Chantilly, VA.
• 2010, Burke, D., Caglayan, A., Cyber Incident Mission Impact Assessment (CIMIA)., Technical Report, AFRL Information Directorate, Rome, NY.
• 2010, Caglayan, A., Burke, D., Alavedra, J., Stroh, L., McGuire, P., Boswell, J., Guttieri, K., Copeland, F., A Hybrid Knowledge Framework for Complex Operations., PKSOI 2010 Stability Operations Training and Education Conference, National Conference Center, Lansdowne, VA.
• 2010, Stroh, L., Caglayan, A., Rashed, T., Burke, D., Eaton, G., 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.
• 2010, Caglayan, A., Toothaker, M., Drapeau, D., Burke, D., Eaton, G., Guilt by association based discovery of botnet footprints., NATO Research and Technology Organization Workshop on Information Security and Defense.
• 2010, Caglayan, A., Toothaker, M., Drapeau, D., Burke, D., Eaton, G., Behavioral patterns of fast flux service networks., Hawaii International Conference on System Sciences (HICSS-43) Cyber Security and Information Intelligence Research Minitrack.
• 2009, Stroh, L. M., Burke, D., Zhao, Y. T., Caglayan, A., 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.
• 2009, Caglayan, A., Toothaker, M., Drapeau, D., Burke, D., Eaton, G., Van Randwyk, J., Lloyd, L., Proebstel, E., Burnett, D., Bayer, G., Sanders, B., Botnet analytics appliance, Final Report., Department of Homeland Security Cyber Security R&D Center, Contract No. NBCHC070126.
• 2009, Burke, D., Caglayan, A., Stroh, L. M., Zhao, Y. T., Eaton, G., An open source social science data repository for HSCB research., OSD FOCUS 2010 Human Social Culture Behavior Conference, Chantilly, VA.
• 2009, Stroh, L. M., Caglayan, A., Guttieri, K., Burke, D., Eaton, G., Knowledge management needs of the complex operations community., OSD FOCUS 2010 Human Social Culture Behavior Conference, Chantilly, VA.
• 2009, Caglayan, A., Stroh, L. M., Burke, D., Eaton, G., Hybrid knowledge framework for complex operations., OSD FOCUS 2010 Human Social Culture Behavior Conference, Chantilly, VA.
• 2009, Burke, D., Bhadra, S., Caglayan, A., Eaton, G., 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.
• 2009, Caglayan, A., Toothaker, M., Drapeau, D., Burke, D., Eaton, G., Behavioral analysis of fast flux service networks., Fifth Annual Cyber Security and Information Intelligence Research Workshop (CSIIRW 09), Oak Ridge, TN.
• 2009, Caglayan, A., Toothaker, M., Drapeau, D., Burke, D., Eaton, G., Real time detection of fast flux service networks., Cybersecurity Applications and Technologies Conference for Homeland Security (CATCH 2009), Washington, DC.
• 2008, Caglayan, A., Burke, D., Eaton, G., Qamar, S., Caglayan, J., Cingranelli, D., Regan, P., Bell, S., Frank, R., Predictive Societal Indicators of Radicalism (PSIR)., DTIC AD No. ADB347278, Milcord, Waltham, MA.
• 2008, Caglayan, A., Burke, D., Eaton, G., Course of action forecasting., Technical Report, DTIC AD Number: ADB338206. US Army TEC, Alexandria, VA.
• 2008, Caglayan, A., Burke, D., Eaton, G., Commander's learning agent., Technical Report. DTIC AD No. AD Number: ADB346317, Milcord, Waltham, MA.
• 2007, Burke, D., Caglayan, A., Zhao, Y. T, Adaptive risk-based convoy route planning., Technical Report. DTIC AD No. ADB3451502. ONR, Arlington, VA.
• 2007, Caglayan, A., Burke, D., Windholz, T., Smith, B., Paxton, R., Building intent., Technical Report, DTIC AD No. ADB333832, Milcord, Waltham, MA.
• 2006, Burke, D., Cecere, D., Freiberg, B., Extending snBench to support a video-based intrusion detection and alerting system with a centralized hash table., Technical Report BUCS-TR-2006-015, CS Department, Boston University.