Thomas Reichherzer

Journal Articles

Mishra, A., Cohen, A., Reichherzer, T., and Wilde, N. (2021). Detection of Data Anomalies at the Edge of Pervasive IoT Systems. Computing, 103, pp. 1657-1675. https://doi.org/10.1007/s00607-021-00927-9.

Mishra, A., Reichherzer, T., Kalaimannan, E., Wilde, N., Ramirez, R. (2020). Trade-offs involved in the choice of cloud service configurations when building secure, scalable, and efficient Internet-of-Things networks. International Journal of Distributed Sensor Networks, Vol. 16(2).

Coffey, J. W., Baskin, A., Reichherzer, T., Wilde, N. (2016). A Semi-Automated Approach to the Recovery of SOA System Structure From Low-Level Artifacts. International Journal of Software Engineering and Knowledge Engineering, Vol. 26, no. 1, pp. 41-62.

Lorenzetti, C., Maguitman, A., Leake, D., Menczer, F., and Reichherzer, T. (2016). Mining for Topics to Suggest Knowledge Model Extensions. ACM Transactions on Knowledge Discovery from Data, Vol. 11, Issue 2, article no. 23.

Leake, D., Maguitman, A., Reichherzer, T. (2014). Experienced-Based Support for Human-Centered Knowledge Modeling. Knowledge-Based Systems. Vol. 68, pp. 77-87.

Snider, D., Coffey, J., Reichherzer, T., Wilde, N., Terry, C.,  Vandeville, J., Heinen, A., and Pramanik, S. (2014). Using Concept Maps to Introduce Software Security Assurance Cases. CrossTalk: The Journal of Defense Software Engineering. Vol. 27, no. 5.

El-Sheikh, E., Reichherzer, T., White, L., Wilde, N., Coffey, J., Bagui, S., Goehring, G., Baskin, A. (2013). Towards Enhanced Program Comprehension for Service Oriented Architecutre (SOA) Systems. Journal of Software Engineering and Applications (JSEA). Vol. 6, no. 9, pp. 435-445.

Goehring, G., Reichherzer, T., El-Sheikh, E., Snider, D., Wilde, N., Bagui, S., Coffey, J., White, L. J. (2013). A Knowledge-Based System Approach for Extracting Abstractions from Service Oriented Architecture Artifacts. Journal of Advanced Research in Artificial Intelligence (IJARAI). Vol. 2, no. 3, pp. 44-52.

Uszok, A., Bunch, L. Bradshaw, M., Reichherzer, T., Hanna, J. Frantz, A. (2013). Knowledge-based Approaches to Information Management Systems in Coalition Environments, IEEE Intelligent Systems. January/February 2013, pp. 34-41.

White, L., Reichherzer, T. Coffey, J., Wilde, N., Simmons, S. (2011). Maintenance of Service Oriented Architectures Composite Applications: Static and Dynamic Support, Journal of Software Maintenance and Evolution Research and Practice. doi: 10.1002/smr.568

Sooriamurthi, R., Reichherzer, T. (2002). FLAIRS 2002 Conference Report. AI Magazine. Vol. 23, no. 4, pp. 99-100.

Cañas, A. J., Ford, K. M., Novak, J. D., Hayes, P., Reichherzer, T., Suri, N. (2001). Online Concept Maps: Enhancing collaborative learning by using technology with concept maps. The Science Teacher. Vol. 68, No.4, pp. 49-51.

Bradshaw, J. M., Suri, N., Cañas, A. J., Davis, R., Ford, K., Hoffman, R., Jeffers, R., Reichherzer, T. (2001). Terraforming Cyberspace. IEEE Computer. Vol. 34, no. 7, pp. 48-56.

Bezdek, J., Reichherzer, T., Lim, G. S., Attikiouzel, Y. (1998). Multiple-Prototype Classifier Design. IEEE Transactions on SMC. Vol. 28, no. 1, February, pp. 67-79.

Peer-reviewed Proceedings

Kass, S., Eddy, B. Reichherzer, T. Van Der Like, J., Jones, D., King, A., Mazour, B. McCourt, R. (2020). Mobile Environment for Developing User Situation Awareness (MEDUSA): Training for Healthcare Professionals, Proceedings of the 64th Annual Meeting of the Human Factors and Ergonomics Society, Chicago, IL, pp. 1345-1349.

Reichherzer, T., Petrovsky A. (2019). Using Low-level Sensory Data to Recognize Events in a Smart Home. In Bi, Y., Bhatia R., Kapoor S. (eds) Intelligent Systems and Applications. IntelliSys 2019. Advances in Intelligent Systems and Computing. Vol. 1037, Springer, pp. 1275-1284.

Reichherzer, T., Timm, M. Earley, N., Reyes, N., and Kumar, V. (2017). Using machine learning techniques to track individuals & their fitness activities. In Proceedings of the 32nd International Conference on Computers and Their Applications (CATA 2017), Honolulu, Hawaii, pp. 119 - 124.

Reichherzer, T. Mishra, A., Kalaimannan, E., and Wilde, N. (2016). A Case Study on the Trade-Offs between Security, Scalability, and Efficiency in Smart Home Sensor Networks. In Proceedings of the 2016 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, NV, pp. 222-225.

Gray, J., Reichherzer, T., Sutton, A. M., Touma, J., Bennett, W. (2015). An Automated Approach to the Initialization of the Snakes Algorithm for the Detection of Swimbladder Regions in X-ray Image Data. Proceedings of the 28th International Florida Artificial Intelligence Research Society Conference (FLAIRS), May 18-20, Hollywood, FL, pp. 111-114.

Soles, L. R., Reichherzer, T., Snider, D. (2015). Creating a Cost Effective Air to Ground Network Simulation Environment. Proceedings of the 2015 IEEE Southeast Conference, April 9-12, Fort Lauderdale, FL.

Reichherzer, T., Coffey, J., Gonen, B., and Gillett, I. (2015). Knowledge Modeling in the Health Care Domain to Support Software Development & Maintenance. Proceedings of the 3^rd International Conference on Model-Driven Engineering and Software Development
(MODELSWARD 2015), Angers, France, pp. 470-476.

Terry, C., Castellano A., Harrod, J., Luke, J., and Reichherzer, T. (2014). The UWF Cyber Battle Lab: A Hands-on Computer Lab for Teaching and Research in Cyber Security. Proceedings of the 2014 International Conference on Security and Management (SAM '14), Las Vegas. pp. 11-16, ISBN 1-60132-285-2.

Coffey, J. W., Snider, D., Reichherzer, T., and Wilde, N. (2014). Concept Mapping for the Efficient Generation and Communication of Security Assurance Cases. Proceedings of IMCIC'14, Orlando, FL. March 4-7, 2014, pp. 173-177. ISBN-978-1-936338-97-9.

Satterfield, S., Reichherzer, T., Coffey, J., El-Sheikh, E. (2012). Applications of Structural Case-Based Reasoning to Activity Recognition in Smart Home Environments. Proceedings of the 11th International Conference on Machine Learning and Applications, Boca Raton, December.

Coffey, J., Reichherzer, T., Wilde, N., Owsnicki-Klewe, B. (2012). Automated Concept-Map Generation from Service-Oriented Architecture Artifacts. Proceedings of the 5th International Conference on Concept Mapping, Valetta, Malta, September.

Wilde, N., Coffey, J., Reichherzer, T., White, L. J. (2012). Open SOALab: Case Study Artifacts for SOA Research and Education. 4th International Workshop on Principles of Engineering Service-Oriented Systems, PESOS 2012, Zurich, Switzerland.

White, L., Wilde, N. Reichherzer, T., El-Sheikh, E., Goehring, G., Baskin, A., Hartmann, B., Manea, M. (2012). Understanding Interoperable Systems: Challenges for the Maintenance of SOA Applications. Proceedings of the 45^th Hawaii International Conference on System Sciences, Maui, Hawaii, pp. 2199-2206.

Reichherzer, T., El-Sheikh, E., Wilde, N., White, L., Coffey, J., Simmons, S. (2011). Search-Based Support for Web Services Evolution: Identifying the Right Abstractions. Proceedings of the 13^th IEEE International Symposium on Web Systems Evolution, Williamsburg, VA, pp. 53-58.

Wilde, N., White, L., Coffey, J., Reichherzer, T., Dault, J., Restrepo, J. G., Leal, D., Simmons, S. (2010). Prototype Tools for Understanding SOA: Static and Dynamic Approaches. Proceedings of 22^nd International Conference on Software & Systems Engineering, Paris, France.

McMullen, D., Reichherzer, T. (2006). Identity and Functionality in the Common Instrument Middleware Architecture. Proceedings of the Second Workshop on Formal Ontologies Meet Industry, Trento, Italy.

Reichherzer, T., Leake, D. (2006). Towards Automatic Support for Augmenting Concept Maps with Documents. Proceedings of the Second International Conference on Concept Mapping, San Jose, Costa Rica, pp. 566-573.

Reichherzer, T., Leake, D. (2006). Understanding the Role of Structure in Concept Maps. Proceedings of the Twenty-Eighth Annual Conference of the Cognitive Science Society, Vancouver, Canada, pp. 2004-2009.

Reichherzer, T., Brown, G. (2006). Quantifying Software Requirements for Supporting Archived Office Documents using Emulation. Proceedings of the Joint Conference on Digital Libraries (JCDL ’06), Chapel Hill, North Carolina, USA, pp. 86-94.

Hayes, P., Eskridge, C., T., Saavedra, R., Reichherzer, T., Mehrotra, M., Bobrovnikoff, D. (2005). Collaborative Knowledge Capture in Ontologies. Proceedings of the Third International Conference on Knowledge Capture (K-Cap’05), Banff, Canada, pp. 99-106.

Maguitman, A., Leake, D., Reichherzer, T. (2005). Exploiting Rich Context: An Incremental Approach to Context-Based Web Search. Proceedings of Fifth International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT-05), Paris, France, Lecture Notes in Computer Science, Vol. 3554, Springer Verlag, pp. 254-267.

Maguitman, A., Leake, D., Reichherzer, T. (2005). Suggesting Novel but Related Topics: Towards Context-Based Support for Knowledge Model Extension. Proceedings of the 10th International Conference on Intelligent User Interfaces, San Diego, CA, pp. 207-214.

Cañas, A., Carvalho, M., Arguedas, M., Leake, D. B., Maguitman, A., and Reichherzer, T. (2004). Mining The Web to Suggest Concepts During Concept Map construction. Proceedings of the First International Conference on Concept Mapping, University of Naverra Press, pp.135-142.

Leake, D., Maguitman, A., Reichherzer, T. Cañas, A., Carvalho, M., Arguedas, M., Eskridge, T.  (2004). “Googling” from a Concept Map: Towards Automatic Concept-Map-based Query Formation. Proceedings of the First International Conference on Concept Mapping, Pamplona, Spain.

Leake, D., Maguitman, A., Reichherzer, T. (2004). Understanding Knowledge Models: Modeling Assessment of Concept Importance in Concept Maps. Proceedings of the Twenty-Sixth Annual Conference of the Cognitive Science Society, Chicago, Illinois, 785-800.

Hayes, P., Saavedra, R., Reichherzer, T. (2003). A Collaboration Development Environment for Ontologies. Proceedings of the Semantic Integration Workshop, Sanibel Island, Florida.

Leake, D. B., Maguitman, A., Reichherzer, T. (2003). Topic Extraction and Extension to Support Concept Mapping. Proceedings of the Sixteenth International Florida Artificial Intelligence Conference (FLAIRS), St. Augustine, Florida, 325-329.

Leake, D. B., Maguitman, A., Reichherzer, T., Cañas, A. J., Carvalho, M., Arguedas, M., Brenes, S. Eskridge, T. (2003). Aiding Knowledge Capture by Searching for Extensions of Knowledge Models. Proceedings of the Second International Conference on Knowledge Capture (K-Cap’03), Sanibel Island, Florida, pp. 44-53.

Clark, P., Thompson, J., Barker, K., Porter, B., Chaudhri, V., Rodriguez, A. Thomere, J., Mishra, S., Gil, Y., Hayes, P., Reichherzer, T. (2001). Knowledge Entry as the Graphical Assembly of Components. Proceedings of the First International Conference on Knowledge Capture (K-Cap’01), Victoria, Canada, pp. 22-29.

Reichherzer, T., Cañas, A., Ford, K., Hayes, P. (1998). The Giant: An Agent-based Approach to Knowledge Construction & Sharing. Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference (FLAIRS), Sanibel Island, pp. 136-140.

Cañas, A. J., Coffey, J., Reichherzer, T., Hill, G., Suri, N., Carff, R., Mitrovich, T., Eberle, D. (1998). El-Tech: A Performance Support System with Embedded Training for Electronics Technicians. Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference (FLAIRS), Sanibel Island, pp. 79-83.

Kolen, J. F., Shamma, D., A., Reichherzer, T., Flueharty, T. (1998). An AI Approach to Computer Assisted Tomography. Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference (FLAIRS), Sanibel Island, pp. 40-44.

Cañas, A. J., Ford, K., Hayes, P. J., Brennan, J., Reichherzer, T., Suri, N. (1996). An Environment for the Construction and Sharing of Knowledge. Proceedings of the Ninth International Florida Artificial Intelligence Research Society Conference (FLAIRS), Key West, pp. 238-242.

Cañas, A. J., Ford, K., Hayes, P. J., Brennan, J., Reichherzer, T. (1995). Knowledge Construction and Sharing in Quorum. Proceedings of AI-ED 95, Washington DC, pp. 218-225.

Book Chapters

Reichherzer, T., Satterfield, S., Belitsos, J., Chudzynski, J., Watson, L. (2016) An Agent-Based Architecture for Sensor Data Collection and Reasoning in Smart Home Environments for Independent Living. In Khoury, R., Drummond, C. (Eds) Lecture Notes in Computer Science, Vol. 9673, Springer-Verlag, pp. 15 – 20.

Reichherzer, T., Coffey, J., Gonen, B., Gillett, I. (2015). Knowledge Modeling in the Health Care Domain: Capturing Semantics to Bridge the Gap between Complex Data Models and Object Models, In Desfray, P., Filipe, J., Hammoudi, S., Pires, L. F. (Eds), Model-Driven Engineering and Software Development. Springer Verlag, pp. 328-338.

Leake, D. B. and Reichherzer, T. (2008). Knowledge-Based Computation.. In Wah, Benjamin, Editor, The Wiley Encyclopedia of Computer Science and Engineering. Wiley, New York.

Maguitman, A., Leake, D., Reichherzer, T. (2006). Cases, Context, and Comfort: Opportunities for Case-Based Reasoning in Smart Environments. In J. C. Augusto and C. D. Nugent (Eds.), Applications of AI to Smart Home Technology. Springer-Verlag, pp. 109-131.

Bezdek, J., Lim, G., and Reichherzer, T. (1998). Using Competitive Learning Models for Multiple Prototype Classifier Design. In Kaynak, O., Zadeh, L., Turksen, B., Rudas, I. (Eds.) Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications. Springer-Verlag, Berlin, pp. 352-380.