Dr. John D. Kelleher |
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My research interests are in the areas of Artificial Intelligence, Data Analytics, Natural Language Processing and Computational Linguistics. Some of the topics and areas that I have worked on include:
- machine learning
- machine translation
- activity recognition
- grounding language in perception, reference resolution and generation
- dialog systems and human robot interaction
- spatial cognition and computational models of spatial semantics,
In 2015, a book I co-authored on machine learning and data analytics was published:
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Fundamentals of Machine Learning for Predictive Data Anaytics: Algorithms, Worked Examples, and Case Studies. Kelleher, Mac Namee and D'Arcy. 2015. |
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