Members

Asst. Prof. Khamron Sunat, Ph.D.
Assoc. Prof. Sirapat Chiewchanwattana, Ph.D.
Assoc. Prof. Punyaphol Horata, Ph.D.

Laboratory, Advanced Smart Computing (ASC)

To development of a novel avanced computing approches and applications

Releted Research

[Journal] Enhanced Local Receptive Fields based Extreme Learning Machine using Dominant Patterns Selection
Punyaphol Horata,
The local receptive fields based ELM (ELM-LRF) is an extended version of ELM. Its hidden nodes are structure through the local connection approach
2021-08-06 | [url]

[Conference Proceeding] An Incremental Kernel Extreme Learning Machine for Multi-Label Learning With Emerging New Labels
Punyaphol Horata และคณะ
Multi-label learning with emerging new labels is a practical problem that occurs in data streams and has become an important new research issue in the area of machine learning. However, existing models for dealing with this problem require high learning computational times, and there still exists a lack of research. Based on these issues, this paper presents an incremental kernel extreme learning machine for multi-label learning with emerging new labels, consisting of two parts: a novelty detector
2020-05-05 | [url]