Our Mission

Mission

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.

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Expertise

Expertise

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.

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Results

Results

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.

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Publications

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.

Accomplishments

By the numbers

Publications in 2006
3
Patents
2
Application Servers Developed
6

Media

Awards

Press

Achieving Artificial Intelligence
International Innovation
November 2014

Commendations

"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."

Michael Zang
Principal Soft. Engineer; CDM Technologies Inc.