David L Dowe

David L Dowe

Monash University

H-index: 37

Oceania-Australia

About David L Dowe

David L Dowe, With an exceptional h-index of 37 and a recent h-index of 17 (since 2020), a distinguished researcher at Monash University, specializes in the field of Artificial Intelligence, Machine Learning, Statistics, minimum message length, MML.

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

Predicting Pseudomonas aeruginosa drug resistance using artificial intelligence and clinical MALDI–TOF mass spectra

Accounting method selection using neural networks and multi-criteria decision making

Minimum Message Length in Hybrid ARMA and LSTM Model Forecasting

Improving Machine Learning Prediction of Peatlands Fire Occurrence for Unbalanced Data Using SMOTE Approach

Minimum Message Length Autoregressive Moving Average Model Order Selection

Creating Powerful and Interpretable Models with Regression Networks

MML learning and inference of hierarchical Probabilistic Finite State Machines

Game theory and Artificial Intelligence in just preservation

David L Dowe Information

University

Position

___

Citations(all)

5021

Citations(since 2020)

1190

Cited By

4427

hIndex(all)

37

hIndex(since 2020)

17

i10Index(all)

84

i10Index(since 2020)

30

Email

University Profile Page

Monash University

Google Scholar

View Google Scholar Profile

David L Dowe Skills & Research Interests

Artificial Intelligence

Machine Learning

Statistics

minimum message length

MML

Top articles of David L Dowe

Title

Journal

Author(s)

Publication Date

Predicting Pseudomonas aeruginosa drug resistance using artificial intelligence and clinical MALDI–TOF mass spectra

bioRxiv

Hoai-An Nguyen

Anton Y Peleg

Jiangning Song

Bhavna Antony

Geoffrey I Webb

...

2023

Accounting method selection using neural networks and multi-criteria decision making

Yang Duan

Chung-Hsing Yeh

David L Dowe

2021/1/5

Minimum Message Length in Hybrid ARMA and LSTM Model Forecasting

Entropy

Zheng Fang

David L Dowe

Shelton Peiris

Dedi Rosadi

2021/12

Improving Machine Learning Prediction of Peatlands Fire Occurrence for Unbalanced Data Using SMOTE Approach

Dedi Rosadi

Deasy Arisanty

Widyastuti Andriyani

Shelton Peiris

Dina Agustina

...

2021/11/11

Minimum Message Length Autoregressive Moving Average Model Order Selection

arXiv preprint arXiv:2110.03250

Zheng Fang

David L Dowe

Shelton Peiris

Dedi Rosadi

2021/10/7

Creating Powerful and Interpretable Models with Regression Networks

arXiv preprint arXiv:2107.14417

Lachlan O'Neill

Simon Angus

Satya Borgohain

Nader Chmait

David L Dowe

2021/7/30

MML learning and inference of hierarchical Probabilistic Finite State Machines

Vidya Saikrishna

DL Dowe

Sid Ray

2020

Game theory and Artificial Intelligence in just preservation

Animal Sentience

David L Dowe

Nader Chmait

2020

See List of Professors in David L Dowe University(Monash University)