Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model-Reference-Cited by-同舟云学术

Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model

Published:2023-06 Issue: Volume: Page:
ISSN:
Container-title:2023 19th International Conference on Intelligent Environments (IE)
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Author:

Takeda Naoto¹,Legaspi Roberto¹,Nishimura Yasutaka¹,Ikeda Kazushi¹,Minamikawa Atsunori¹,Plötz Thomas²,Chernova Sonia²

Affiliation:

1. KDDI Research, Inc,Fujimino,Japan

2. School of Interactive Computing, College of Computing Georgia Institute of Technology,Atlanta,USA

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10179020/10179089/10179111.pdf?arnumber=10179111

Reference26 articles.

1. Mining Longest Repeating Subsequences to Predict World Wide Web Surfing;pitkow;Proc of the 2nd Conf on USENIX Symp on Internet Technologies and Systems - Volume 2,1999

2. XLNet: Generalized Autoregressive Pretraining for Language Understanding;yang;Advances in neural information processing systems,2019

3. Attention is All You Need;vaswani;Proc of the 31st Int’l Conf on Neural Information Processing Systems,2017

4. Long Short-Term Memory

5. Investigating Best Approaches for Activity Classification in a Fully Instrumented Smarthome Environment

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