Search

Your search keyword '"Taele, Paul"' showing total 71 results
Start Over Author "Taele, Paul"
71 results on '"Taele, Paul"'

1. AllyChat: Developing a VR Conversational AI Agent Using Few-Shot Learning to Support Individuals with Intellectual Disabilities

Author

Garcia-Pi, Brittany, Chaudhury, Rohan, Versaw, Miles, Back, Jonathan, Kwon, Dongjin, Kicklighter, Caleb, Taele, Paul, Seo, Jinsil Hwaryoung, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Abdelnour Nocera, José, editor, Kristín Lárusdóttir, Marta, editor, Petrie, Helen, editor, Piccinno, Antonio, editor, and Winckler, Marco, editor

Published
2023
Full Text
View/download PDF

3. Exploring the Impact of the NULL Class on In-the-Wild Human Activity Recognition.

Author

Cherian, Josh, Ray, Samantha, Taele, Paul, Koh, Jung In, and Hammond, Tracy

Subjects
HUMAN activity recognition, MACHINE learning, ACTIVITIES of daily living, HAND washing, COMBS, BASIC needs
Abstract

Monitoring activities of daily living (ADLs) plays an important role in measuring and responding to a person's ability to manage their basic physical needs. Effective recognition systems for monitoring ADLs must successfully recognize naturalistic activities that also realistically occur at infrequent intervals. However, existing systems primarily focus on either recognizing more separable, controlled activity types or are trained on balanced datasets where activities occur more frequently. In our work, we investigate the challenges associated with applying machine learning to an imbalanced dataset collected from a fully in-the-wild environment. This analysis shows that the combination of preprocessing techniques to increase recall and postprocessing techniques to increase precision can result in more desirable models for tasks such as ADL monitoring. In a user-independent evaluation using in-the-wild data, these techniques resulted in a model that achieved an event-based F1-score of over 0.9 for brushing teeth, combing hair, walking, and washing hands. This work tackles fundamental challenges in machine learning that will need to be addressed in order for these systems to be deployed and reliably work in the real world. [ABSTRACT FROM AUTHOR]

Published
2024
Full Text
View/download PDF

5. InvisiShapes: A Recognition System for Sketched 3D Primitives in Continuous Interaction Spaces

Author

Taele, Paul, Hammond, Tracy, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Chen, Yaxi, editor, Christie, Marc, editor, and Tan, Wenrong, editor

Published
2017
Full Text
View/download PDF

9. Enhancing Instruction of Written East Asian Languages with Sketch Recognition-Based 'Intelligent Language Workbook' Interfaces

Author

Taele, Paul, Hammond, Tracy, Tan, Desney, Editor-in-chief, Vanderdonckt, Jean, Editor-in-chief, Pribeanu, Costin, Series editor, Wesson, Janet, Series editor, Calvary, Gaëlle, Series editor, Cao, Xiang, Series editor, Gonzalez Calleros, Juan, Series editor, Hammond, Tracy, editor, Valentine, Stephanie, editor, Adler, Aaron, editor, and Payton, Mark, editor

Published
2015
Full Text
View/download PDF

10. EasySketch: A Sketch-based Educational Interface to Support Children’s Self-regulation and School Readiness

Author

Kim, Hong-hoe, Valentine, Stephanie, Taele, Paul, Hammond, Tracy, Tan, Desney, Editor-in-chief, Vanderdonckt, Jean, Editor-in-chief, Pribeanu, Costin, Series editor, Wesson, Janet, Series editor, Calvary, Gaëlle, Series editor, Cao, Xiang, Series editor, Gonzalez Calleros, Juan, Series editor, Hammond, Tracy, editor, Valentine, Stephanie, editor, Adler, Aaron, editor, and Payton, Mark, editor

Published
2015
Full Text
View/download PDF

26. Supporting Chinese Character Educational Interfaces with Richer Assessment Feedback through Sketch Recognition

Author

Chu, Tianshu, Taele, Paul, and Hammond, Tracy

Subjects
000 computer science, Sketch recognition, Chinese, intelligent tutoring system, language learning, handwriting recognition, writing assessment
Abstract

Proceedings of Graphics Interface 2018, Toronto, Ontario, Canada, 8-11 May 2018, 50 - 57, Students of Chinese as a Second Language (CSL) with primarily English fluency often struggle with the language's complex character set. Conventional classroom pedagogy and relevant educational applications have focused on providing valuable assessment feedback to address their challenges, but rely on direct instructor observation and provide constrained assessment, respectively. We propose improved sketch recognition techniques to better support Chinese character educational interfaces' realtime assessment of novice CSL students' character writing. Based on successful assessment feedback approaches from existing educational resources, we developed techniques for supporting richer automated assessment, so that students may be better informed of their writing performance outside the classroom. From our evaluations, our techniques achieved recognition rates of 91% and 85% on expert and novice Chinese character handwriting data, respectively, greater than 90% recognition rate on written technique mistakes, and 80.4% f-measure on distinguishing between expert and novice handwriting samples, without sacrificing students' natural writing input of Chinese characters.

Published
2018
Full Text
View/download PDF

29. PersonalTouch

Author

Peng, Yi-Hao, primary, Lin, Muh-Tarng, additional, Chen, Yi, additional, Chen, TzuChuan, additional, Ku, Pin Sung, additional, Taele, Paul, additional, Lim, Chin Guan, additional, and Chen, Mike Y., additional

Published
2019
Full Text
View/download PDF

31. ARPilot

Author

Chen, Yu-An, primary, Wu, Te-Yen, additional, Chang, Tim, additional, Liu, Jun You, additional, Hsieh, Yuan-Chang, additional, Hsu, Leon Yulun, additional, Hsu, Ming-Wei, additional, Taele, Paul, additional, Yu, Neng-Hao, additional, and Chen, Mike Y., additional

Published
2018
Full Text
View/download PDF

32. ActiveErgo

Author

Wu, Yu-Chian, primary, Wu, Te-Yen, additional, Taele, Paul, additional, Wang, Bryan, additional, Liu, Jun-You, additional, Ku, Pin-sung, additional, Lai, Po-En, additional, and Chen, Mike Y., additional

Published
2018
Full Text
View/download PDF

33. SpeechBubbles

Author

Peng, Yi-Hao, primary, Hsi, Ming-Wei, additional, Taele, Paul, additional, Lin, Ting-Yu, additional, Lai, Po-En, additional, Hsu, Leon, additional, Chen, Tzu-chuan, additional, Wu, Te-Yen, additional, Chen, Yu-An, additional, Tang, Hsien-Hui, additional, and Chen, Mike Y., additional

Published
2018
Full Text
View/download PDF

34. Conquering the cube

Author

Keshavabhotla, Swarna, primary, Williford, Blake, additional, Kumar, Shalini, additional, Hilton, Ethan, additional, Taele, Paul, additional, Li, Wayne, additional, Linsey, Julie, additional, and Hammond, Tracy, additional

Published
2017
Full Text
View/download PDF

36. Conquering the cube.

Author

Keshavabhotla, Swarna, Williford, Blake, Kumar, Shalini, Hilton, Ethan, Taele, Paul, Li, Wayne, Linsey, Julie, and Hammond, Tracy

Published
2017
Full Text
View/download PDF

40. HaptiMoto

Author

Prasad, Manoj, primary, Taele, Paul, additional, Goldberg, Daniel, additional, and Hammond, Tracy A., additional

Published
2014
Full Text
View/download PDF

45. KimCHI

Author

Kim, Hong-hoe, primary, Taele, Paul, additional, Valentine, Stephanie, additional, McTigue, Erin, additional, and Hammond, Tracy, additional

Published
2013
Full Text
View/download PDF

49. KimCHI.

Author

Kim, Hong-hoe, Taele, Paul, Valentine, Stephanie, McTigue, Erin, and Hammond, Tracy

Published
2013
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results