4 papers
TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction
Hieu Tran, Son Nguyen, I-Ling Yen +1
Vehicle arrival time prediction has been studied widely. With the emergence of IoT devices and deep learning techniques, estimated time of arrival (ETA) has become a critical compo…
IoT Data Discovery: Routing Table and Summarization Techniques
Hieu Tran, Son Nguyen, I-Ling Yen +1
In this paper, we consider the IoT data discovery problem in very large and growing scale networks. Through analysis, examples, and experimental studies, we show the importance of…
Into Summarization Techniques for IoT Data Discovery Routing
Hieu Tran, Son Nguyen, I-Ling Yen +1
In this paper, we consider the IoT data discovery problem in very large and growing scale networks. Specifically, we investigate in depth the routing table summarization techniques…
Hierarchical Transformer Encoders for Vietnamese Spelling Correction
Hieu Tran, Cuong V. Dinh, Long Phan +1
In this paper, we propose a Hierarchical Transformer model for Vietnamese spelling correction problem. The model consists of multiple Transformer encoders and utilizes both charact…