J
Jinhong K. Guo
Researcher at Lockheed Martin Advanced Technology Laboratories
Publications - 8
Citations - 43
Jinhong K. Guo is an academic researcher from Lockheed Martin Advanced Technology Laboratories. The author has contributed to research in topics: Online machine learning & Semantics. The author has an hindex of 3, co-authored 8 publications receiving 40 citations.
Papers
More filters
Journal ArticleDOI
An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration
Xiaoqin Shelley Zhang,Bhavesh Shrestha,Sungwook Yoon,Subbarao Kambhampati,Phillip DiBona,Jinhong K. Guo,Daniel McFarlane,Martin Hofmann,Kenneth R. Whitebread,Darren Scott Appling,Elizabeth Whitaker,Ethan Trewhitt,Li Ding,James Michaelis,Deborah L. McGuinness,James A. Hendler,Janardhan Rao Doppa,Charles Parker,Thomas G. Dietterich,Prasad Tadepalli,Weng-Keen Wong,Derek Green,Anton Rebguns,Diana F. Spears,Ugur Kuter,Geoff Levine,Gerald DeJong,Reid MacTavish,Santiago Ontañón,Jainarayan Radhakrishnan,Ashwin Ram,Hala Mostafa,Huzaifa Zafar,Chongjie Zhang,Daniel D. Corkill,Victor Lesser,Zhexuan Song +36 more
TL;DR: The application of this novel learning and problem solving architecture to the domain of airspace management, where multiple requests for the use of airspaces need to be deconflicted, reconciled, and managed automatically is described.
Proceedings Article
An ensemble learning and problem solving architecture for airspace management
Xiaoqin Zhang,Sung Wook Yoon,Phillip DiBona,Darren Scott Appling,Li Ding,Janardhan Rao Doppa,Derek Green,Jinhong K. Guo,Ugur Kuter,Geoffrey Levine,Reid MacTavish,Daniel McFarlane,James Michaelis,Hala Mostafa,Santiago Ontañón,Charles Parker,Jainarayan Radhakrishnan,Antons Rebguns,Bhavesh Shrestha,Zhexuan Song,Ethan Trewhitt,Huzaifa Zafar,Chongjie Zhang,Daniel D. Corkill,Gerald DeJong,Thomas G. Dietterich,Subbarao Kambhampati,Victor Lesser,Deborah L. McGuinness,Ashwin Ram,Diana F. Spears,Prasad Tadepalli,Elizabeth Whitaker,Weng-Keen Wong,James A. Hendler,Martin Hofmann,Kenneth R. Whitebread +36 more
TL;DR: The application of a novel learning and problem solving architecture to the domain of airspace management, where multiple requests for the use of airspace need to be reconciled and managed automatically, is described.
Journal ArticleDOI
Extracting Meaningful Entities from Human-generated Tactical Reports
TL;DR: An entity extraction capability tailored to the specific needs of analysts, as part of a comprehensive exploitation and fusion system that post-processes the output from a standard Natural Language Processing (NLP) engine with a custom semantic pattern analysis.
Journal ArticleDOI
Vector Representation for Sub-Graph Encoding to Resolve Entities
TL;DR: This work encodes entity nodes and their graph neighborhoods in semantic vectors, efficiently indexing the vectors, and calculating vector similarity, based on the observation that relationships are more reliable than attributes when comparison is based on relational similarity, not exact matches.
Journal ArticleDOI
Enhancing a Rule-based Event Coder with Semantic Vectors☆
TL;DR: This research presents the research on enhancing a rule-based event coding system by relaxing the rigidity of pattern matching with a technique that formulates and matches patterns of the semantics of words instead of literal words.