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Posts by Collection
portfolio
Portfolio item number 2
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publications
Deep SAGA: a Deep-learning-based System for Automatic Gaze Annotation from Eye-tracking Data
Published in Behavior Research Methods, 2022
This paper present a novel system for automatic annotation of gaze tracking data using Mask R-CNN.
Recommended citation: Deane, O., Toth, E., Yeo, S. (2022). Deep SAGA: a Deep-learning-based System for Automatic Gaze Annotation from Eye-tracking Data. Behavior Research Methods. 1(1). https://link.springer.com/article/10.3758/s13428-022-01833-4
End-user-centered Interactive Explanatory Relational Learning with Inductive Logic Programming
Published in NeurIPS 2022: Workshop on Human in the Loop Learning, 2022
This paper present a novel system for automatic annotation of gaze tracking data using Mask R-CNN.
Recommended citation: Deane, O., Ray, O. (2022). End-user-centered Interactive Explanatory Relational Learning with Inductive Logic Programming. Human in the Loop Learning at NeurIPS 2022. 1(1).
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Artificial Intelligence
Postgraduate Course, University of Bristol, Department of Computer Science, 2021
This unit provides an introduction to the field of artificial intelligence (AI) from the perspective of logic programming. The first half covers the basic principles of knowledge representation and automated inference with the Prolog programming language. The second half covers more advanced methods in natural language processing and machine learning which exploit the representation and reasoning power of Prolog. I am a teaching assistant on this course.
Artificial Intelligence
Postgraduate course, University of Bristol, Department of Computer Science, 2022
This unit gives a general introduction to the ideas and the tasks of Artificial Intelligence, with an emphasis on their applications across a range of disciplines, their impact on science and industry, and on their mathematical foundations. I am a lab demonstrator on this course.
Applied Data Science
Postgraduate Course, University of Bristol, Department of Computer Science, 2023
This unit is designed as an introduction to a range of Data Science topics and techniques and a chance for students to gain some practical experience with applying these to real data. It covers topics such as: ethics and privacy, data ingress, storage, wrangling, fusion, exploration and visualization and deployment of data science systems. I work as a teaching assistant and a supervisor to several groups during the coursework assessment period.