10 citations · 58 across the 14 of their papers we have counts for
14 papers
Toward Defining a Domain Complexity Measure Across Domains
Katarina Doctor, Christine Task, Eric Kildebeck +3
Artificial Intelligence (AI) systems planned for deployment in real-world applications frequently are researched and developed in closed simulation environments where all variables…
A Unifying Framework for Formal Theories of Novelty:Framework, Examples and Discussion
T. E. Boult, P. A. Grabowicz, D. S. Prijatelj +11
Managing inputs that are novel, unknown, or out-of-distribution is critical as an agent moves from the lab to the open world. Novelty-related problems include being tolerant to nov…
Measuring the Complexity of Domains Used to Evaluate AI Systems
Christopher Pereyda, Lawrence Holder
There is currently a rapid increase in the number of challenge problem, benchmarking datasets and algorithmic optimization tests for evaluating AI systems. However, there does not…
ITeM: Independent Temporal Motifs to Summarize and Compare Temporal Networks
Sumit Purohit, Lawrence B. Holder, George Chin
Networks are a fundamental and flexible way of representing various complex systems. Many domains such as communication, citation, procurement, biology, social media, and transport…
GraphZip: Dictionary-based Compression for Mining Graph Streams
Charles A. Packer, Lawrence B. Holder
A massive amount of data generated today on platforms such as social networks, telecommunication networks, and the internet in general can be represented as graph streams. Activity…
A Selectivity based approach to Continuous Pattern Detection in Streaming Graphs
Sutanay Choudhury, Lawrence Holder, George Chin +2
Cyber security is one of the most significant technical challenges in current times. Detecting adversarial activities, prevention of theft of intellectual properties and customer d…