To provide Intelligent Systems research and development services to help our customers develop innovative products. Intelligent Systems automate knowledge-intensive tasks, learn from their mistakes, and adapt to unexpected situations, offering capabilities beyond conventional systems.
Our members hold advanced degrees in computer science, engineering, neuroscience and business, and have many years of experience in information technology research and product development.
We have pioneered advancements in many AI topics such as goal-driven autonomy, relational learning, learning agents in virtual environments, information and knowledge extraction, information brokering, and automated video surveillance.
Roberts, M., Vattam, S., Alford, R., Auslander, B., Karneeb, J., Molineaux, M., Apker, T., Wilson, M., McMahon, J., & Aha, D. (2014). Iterative goal refinement for robotics. In Proceedings of the Second Workshop on Planning and Robotics at ICAPS 2014.
Floyd, M.W., Drinkwater, M., & Aha, D.W. (2014) Adapting Autonomous Behavior Using an Inverse Trust Estimation. In Proceedings of the 14th International Conference on Computational Science and Its Applications, Guimaraes, Portugal, 728-742, Springer.
Floyd, M.W., Drinkwater, M., & Aha, D.W. (2014) Case-Based Behavior Adaptation Using an Inverse Trust Metric. In Proceedings of the Workshop on Artificial Intelligence and Robotics (held at the 28th Conference on Artificial Intelligence), Quebec City, Canada, 16-21.
Auslander, B., Apker, T., & Aha, D.W. (2014) Case-Based Parameter Selection for Plans: Coordinating Autonomous Vehicle Teams. In Proceedings of the 22nd International Conference on Case-Based Reasoning, Cork, Ireland, in press, Springer.
Vattam, S.S., Aha, D.W., & Floyd, M.W. (2014) Case-Based Plan Recognition Using Action Sequence Graphs. In Proceedings of the 22nd International Conference on Case-Based Reasoning, Cork, Ireland, 495-510, Springer.
Floyd, M.W., Drinkwater, M., & Aha, D.W. (2014) How Much Do You Trust Me? Learning a Case-Based Model of Inverse Trust. In Proceedings of the 22nd International Conference on Case-Based Reasoning, Cork, Ireland, 125-139, Springer.
Borck, H., Karneeb, J., Alford, R., & Aha, D.W. (2014). Case-based behavior recognition to facilitate planning in unmanned air vehicles. In S. Vattam & D.W. Aha (Eds.) Case-Based Agents: Papers from the ICCBR Workshop (Technical Report). University College Cork: Cork, Ireland.
"Collaboration with Knexus has provided our small company a competitive edge and resulted in a new corporate growth platform in the area of data mapping and cleansing."
Principal Soft. Engineer; CDM Technologies Inc.