Edmund Lai

Edmund Lai

Auckland University of Technology

H-index: 27

Oceania-New Zealand

About Edmund Lai

Edmund Lai, With an exceptional h-index of 27 and a recent h-index of 16 (since 2020), a distinguished researcher at Auckland University of Technology, specializes in the field of digital signal processing, information theory, artificial neural networks, computational intelligence, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Dynamic Quantification with Constrained Error Under Unknown General Dataset Shift

Investigation of social and cognitive predictors in non-transition ultra-high-risk’individuals for psychosis using spiking neural networks

Mosaic LSM: A liquid state machine approach for multimodal longitudinal data analysis

Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data

AaKOS: Aspect-adaptive Knowledge-based Opinion Summarization

RNA-sequencing of peripheral whole blood of individuals at ultra-high-risk for psychosis–A longitudinal perspective

Constrained neuro fuzzy inference methodology for explainable personalised modelling with applications on gene expression data

A privacy-preserving word embedding text classification model based on privacy boundary constructed by deep belief network

Edmund Lai Information

University

Position

Professor

Citations(all)

2301

Citations(since 2020)

873

Cited By

1776

hIndex(all)

27

hIndex(since 2020)

16

i10Index(all)

53

i10Index(since 2020)

24

Email

University Profile Page

Auckland University of Technology

Google Scholar

View Google Scholar Profile

Edmund Lai Skills & Research Interests

digital signal processing

information theory

artificial neural networks

computational intelligence

machine learning

Top articles of Edmund Lai

Title

Journal

Author(s)

Publication Date

Dynamic Quantification with Constrained Error Under Unknown General Dataset Shift

IEEE Transactions on Knowledge and Data Engineering

Benjamin Denham

Edmund MK Lai

Roopak Sinha

M Asif Naeem

2024/1/8

Investigation of social and cognitive predictors in non-transition ultra-high-risk’individuals for psychosis using spiking neural networks

Schizophrenia

Zohreh Doborjeh

Maryam Doborjeh

Alexander Sumich

Balkaran Singh

Alexander Merkin

...

2023/2/15

Mosaic LSM: A liquid state machine approach for multimodal longitudinal data analysis

Sugam Budhraja

Balkaran Singh

Maryam Doborjeh

Zohreh Doborjeh

Samuel Tan

...

2023/6/18

Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data

Briefings in Bioinformatics

Sugam Budhraja

Maryam Doborjeh

Balkaran Singh

Samuel Tan

Zohreh Doborjeh

...

2023/11/1

AaKOS: Aspect-adaptive Knowledge-based Opinion Summarization

arXiv preprint arXiv:2306.05537

Guan Wang

Weihua Li

Edmund MK Lai

Quan Bai

2023/5/26

RNA-sequencing of peripheral whole blood of individuals at ultra-high-risk for psychosis–A longitudinal perspective

Asian Journal of Psychiatry

Samuel Ming Xuan Tan

Jie Yin Yee

Sugam Budhraja

Balkaran Singh

Zohreh Doborjeh

...

2023/11/1

Constrained neuro fuzzy inference methodology for explainable personalised modelling with applications on gene expression data

Scientific Reports

Balkaran Singh

Maryam Doborjeh

Zohreh Doborjeh

Sugam Budhraja

Samuel Tan

...

2023/1/9

A privacy-preserving word embedding text classification model based on privacy boundary constructed by deep belief network

Multimedia Tools and Applications

Bo Ma

Edmund Lai

Wei Qi Yan

Jinsong Wu

2023/9/15

BriskChain: Decentralized Function Composition for High-performance Serverless Computing

Available at SSRN 4655012

Kan Wang

Jing Ma

Edmund Ming Kit Lai

2023/3/29

A Study of Neural Collapse for Text Classification

Jia Hui Feng

Edmund M-K Lai

Weihua Li

2023/7/13

A Comparison of YOLOv4-Tiny and YOLOv7 Models for Pedestrian Detection

Zixuan Ao

Jing Ma

Edmund MK Lai

2023/11/21

Conference Committee Chair

Journal of Physics: Conference Series

Simon Fong

Xueqin Jiang

Yulin Wang

Carson Kai-Sang Leung

Edmund Lai

...

2023

ABEM: An adaptive agent-based evolutionary approach for influence maximization in dynamic social networks

Applied Soft Computing

Weihua Li

Yuxuan Hu

Chenting Jiang

Shiqing Wu

Quan Bai

...

2023/3/1

Maximizing Social Influence With Minimum Information Alteration

IEEE Transactions on Emerging Topics in Computing

Guan Wang

Weihua Li

Quan Bai

Edmund MK Lai

2023/7/11

BeECD: Belief-Aware Echo Chamber Detection over Twitter Stream

Guan Wang

Weihua Li

Shiqing Wu

Quan Bai

Edmund M-K Lai

2023/11/10

Effects of similarity score functions in attention mechanisms on the performance of neural question answering systems

Neural Processing Letters

Yuanyuan Shen

Edmund M-K Lai

Mahsa Mohaghegh

2022/6

KATSum: Knowledge-aware Abstractive Text Summarization

arXiv preprint arXiv:2212.03371

Guan Wang

Weihua Li

Edmund Lai

Jianhua Jiang

2022/12/6

Broadband usage for rural communities in the North Island of Aotearoa New Zealand

Intelligent and Converged Networks

Ming Xiang

William Liu

Edmund Lai

Jairo Gutierrez

Luca Chiaraviglio

...

2022/9

5G-and-Beyond Communications for Smart Cities: Networks, Systems and Applications

Frontiers in Communications and Networks

Minghua Xia

Edmund Lai

Jie Hu

Xuan Liu

Nikolaos Thomos

...

2022/2/3

Transformer with bidirectional GRU for nonintrusive, sensor-based activity recognition in a multiresident environment

IEEE Internet of Things Journal

Dong Chen

Sira Yongchareon

Edmund M-K Lai

Jian Yu

Quan Z Sheng

...

2022/7/12

See List of Professors in Edmund Lai University(Auckland University of Technology)

Co-Authors

H-index: 22
Fakhrul Alam

Fakhrul Alam

Massey University

H-index: 15
Dr. Amal Punchihewa

Dr. Amal Punchihewa

Massey University

H-index: 4
Gang Cao

Gang Cao

Massey University

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