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Australian Conference on Artificial Intelligence (ausai)
Editions
Publications
Viewing Publication 1 - 100 from 1948
2024
AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28 - December 1, 2023, Proceedings, Part I
Tongliang Liu
,
Geoffrey I. Webb
,
Lin Yue
,
Dadong Wang
, editors,
Volume 14471 of
Lecture Notes in Computer Science
, Springer,
2024.
[doi]
AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28 - December 1, 2023, Proceedings, Part II
Tongliang Liu
,
Geoff Webb
,
Lin Yue
,
Dadong Wang
, editors,
Volume 14472 of
Lecture Notes in Computer Science
, Springer,
2024.
[doi]
2023
Gemini: A Dual-Task Co-training Model for Partial Label Learning
Beibei Li 0001
,
Senlin Shu
,
Beihong Jin
,
Tao Xiang
,
Yiyuan Zheng
.
ausai 2024
:
328-340
[doi]
Reports, Observations, and Belief Change
Aaron Hunter 0001
.
ausai 2024
:
54-65
[doi]
SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning
Andrew Chester 0001
,
Michael Dann
,
Fabio Zambetta
,
John Thangarajah
.
ausai 2024
:
274-285
[doi]
Auction-Based Allocation of Location-Specific Tasks
Fahimeh Ramezani 0002
,
Brendan Sims
,
Haris Aziz 0001
.
ausai 2024
:
249-260
[doi]
A Semantic Genetic Programming Approach to Evolving Heuristics for Multi-objective Dynamic Scheduling
Meng Xu 0008
,
Yi Mei 0001
,
Fangfang Zhang 0003
,
Mengjie Zhang 0001
.
ausai 2024
:
403-415
[doi]
Estimation of Unmasked Face Images Based on Voice and 3DMM
Tetsumaru Akatsuka
,
Ryohei Orihara
,
Yuichi Sei
,
Yasuyuki Tahara
,
Akihiko Ohsuga
.
ausai 2024
:
239-251
[doi]
Limiting Inequalities in Repeated House and Task Allocation
Martin Aleksandrov
.
ausai 2024
:
338-349
[doi]
Dynamic Landscape Analysis for Constrained Multiobjective Optimization Problems
Hanan Alsouly
,
Michael Kirley
,
Mario Andrés Muñoz
.
ausai 2024
:
429-441
[doi]
SimMining-3D: Altitude-Aware 3D Object Detection in Complex Mining Environments: A Novel Dataset and ROS-Based Automatic Annotation Pipeline
Mehala Balamurali
,
Ehsan Mihankhah
.
ausai 2024
:
55-66
[doi]
Finding Maximum Weakly Stable Matchings for Hospitals/Residents with Ties Problem via Heuristic Search
Son Thanh Cao
,
Le Van Thanh
,
Hoang Huu Viet
.
ausai 2024
:
442-454
[doi]
Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction
Tobias Clement
,
Truong Thanh Hung Nguyen
,
Nils Kemmerzell
,
Mohamed Abdelaal 0001
,
Davor Stjelja
.
ausai 2024
:
147-159
[doi]
Toward a Unified Framework for RGB and RGB-D Visual Navigation
Heming Du
,
Zi Huang
,
Scott Chapman
,
Xin Yu 0002
.
ausai 2024
:
363-375
[doi]
SAR2EO: A High-Resolution Image Translation Framework with Denoising Enhancement
Shenshen Du
,
Jun Yu 0001
,
Guochen Xie
,
Renjie Lu
,
Pengwei Li
,
Zhongpeng Cai
,
Keda Lu
.
ausai 2024
:
91-102
[doi]
Systematic Analysis of the Impact of Label Noise Correction on ML Fairness
Inês Oliveira e Silva
,
Carlos Soares
,
Inês Sousa
,
Rayid Ghani
.
ausai 2024
:
173-184
[doi]
Interpretable 3D Multi-modal Residual Convolutional Neural Network for Mild Traumatic Brain Injury Diagnosis
Hanem Ellethy
,
Viktor Vegh
,
Shekhar S. Chandra
.
ausai 2024
:
483-494
[doi]
A Group Genetic Algorithm for Energy-Efficient Resource Allocation in Container-Based Clouds with Heterogeneous Physical Machines
Zhengxin Fang
,
Hui Ma 0001
,
Gang Chen 0002
,
Sven Hartmann
.
ausai 2024
:
453-465
[doi]
Transformed Successor Features for Transfer Reinforcement Learning
Kiyoshige Garcés
,
Junyu Xuan
,
Hua Zuo
.
ausai 2024
:
298-309
[doi]
3RE-Net: Joint Loss-REcovery and Super-REsolution Neural Network for REal-Time Video
Liming Ge
,
David Zhaochen Jiang
,
Wei Bao
.
ausai 2024
:
165-177
[doi]
Neural Networks in Forecasting Financial Volatility
Wenbo Ge
,
Pooia Lalbakhsh
,
Leigh Isai
,
Hanna Suominen
.
ausai 2024
:
178-189
[doi]
Leaving the NavMesh: An Ablative Analysis of Deep Reinforcement Learning for Complex Navigation in 3D Virtual Environments
Dale Grant
,
Jaime Andres Garcia
,
William L. Raffe
.
ausai 2024
:
286-297
[doi]
Oyster Mushroom Growth Stage Identification: An Exploration of Computer Vision Technologies
Lipin Guo
,
Wei Emma Zhang
,
Weitong Chen 0001
,
Ni Yang
,
Queen Nguyen
,
Trung Duc Vo
.
ausai 2024
:
67-78
[doi]
Lateral AI: Simulating Diversity in Virtual Communities
Fedja Hadzic
,
Maya Krayneva
.
ausai 2024
:
41-53
[doi]
Large-Kernel Attention Network with Distance Regression and Topological Self-correction for Airway Segmentation
Yan Hu
,
Erik Meijering
,
Yang Song 0001
.
ausai 2024
:
115-126
[doi]
Evolving Epidemic Management Rules Using Deep Neuroevolution: A Novel Approach to Inspection Scheduling and Outbreak Minimization
Victoria Huang
,
Chen Wang 0013
,
Samik Datta
,
Bryce Chen
,
Gang Chen 0002
,
Hui Ma 0001
.
ausai 2024
:
387-399
[doi]
Non-stationarity Detection in Model-Free Reinforcement Learning via Value Function Monitoring
Maryem Hussein
,
Marwa Keshk
,
Aya Hussein
.
ausai 2024
:
350-362
[doi]
Using Social Sensing to Validate Flood Risk Modelling in England
Joshua Joyce
,
Rudy Arthur
,
Guangtao Fu
,
Alina Bialkowski
,
Hywel T. P. Williams
.
ausai 2024
:
95-106
[doi]
Approximating Solutions to the Knapsack Problem Using the Lagrangian Dual Framework
Mitchell Keegan
,
Mahdi Abolghasemi
.
ausai 2024
:
455-467
[doi]
Generating Collective Motion Behaviour Libraries Using Developmental Evolution
Md Mohiuddin Khan
,
Kathryn Kasmarik
,
Michael Barlow
,
Shadi Abpeikar
,
Huanneng Qiu
,
Essam Soliman Debie
,
Matt Garratt
.
ausai 2024
:
441-452
[doi]
Story Sifting Using Object Detection Techniques
Wilkins Leong
,
Julie Porteous
,
John Thangarajah
.
ausai 2024
:
42-54
[doi]
Mining Label Distribution Drift in Unsupervised Domain Adaptation
Peizhao Li
,
Zhengming Ding
,
Hongfu Liu 0001
.
ausai 2024
:
354-366
[doi]
Towards Learning Action Models from Narrative Text Through Extraction and Ordering of Structured Events
Ruiqi Li
,
Patrik Haslum
,
Leyang Cui
.
ausai 2024
:
16-27
[doi]
Part-Aware Prototype-Aligned Interpretable Image Classification with Basic Feature Domain
LiangPing Li
,
Xun Gong
,
Chenzhong Wang
,
Weiji Kong
.
ausai 2024
:
185-196
[doi]
Epistemic Reasoning in Computational Machine Ethics
Raynaldio Limarga
,
Yang Song 0001
,
Maurice Pagnucco
,
David Rajaratnam
.
ausai 2024
:
82-94
[doi]
CLIP-Based Composed Image Retrieval with Comprehensive Fusion and Data Augmentation
Haoqiang Lin
,
Haokun Wen
,
Xiaolin Chen
,
Xuemeng Song
.
ausai 2024
:
190-202
[doi]
Enhance Reading Comprehension from EEG-Based Brain-Computer Interface
Xinping Liu
,
Zehong Cao
.
ausai 2024
:
545-555
[doi]
Multi-graph Laplacian Feature Mapping Incorporating Tag Information for Image Annotation
Yan Liu
,
Qianqian Shao
,
Rui Cheng
,
Weifeng Liu
,
Baodi Liu
.
ausai 2024
:
3-14
[doi]
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks
Trevor Londt
,
Xiaoying Gao
,
Peter Andreae
,
Yi Mei 0001
.
ausai 2024
:
416-428
[doi]
Minimum Message Length Inference of the Weibull Distribution with Complete and Censored Data
Enes Makalic
,
Daniel F. Schmidt
.
ausai 2024
:
291-303
[doi]
Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling
Atiya Masood
,
Gang Chen 0002
,
Yi Mei 0001
,
Harith Al-Sahaf
,
Mengjie Zhang 0001
.
ausai 2024
:
466-478
[doi]
Generalized Bargaining Protocols
Yasser Mohammad
.
ausai 2024
:
261-273
[doi]
An Integrated Federated Learning and Meta-Learning Approach for Mining Operations
Venkat Munagala
,
Sankhya Singh
,
Srikanth Thudumu
,
Irini Logothetis
,
Sushil Bhandari
,
Amit Bhandari
,
Kon Mouzakis
,
Rajesh Vasa
.
ausai 2024
:
379-390
[doi]
An Optimised Grid Search Based Framework for Robust Large-Scale Natural Soundscape Classification
Thomas Napier
,
Euijoon Ahn
,
Slade Allen-Ankins
,
Ickjai Lee
.
ausai 2024
:
468-479
[doi]
Short-Term Solar Irradiance Forecasting from Future Sky Images Generation
Hoang Chuong Nguyen
,
Miaomiao Liu
.
ausai 2024
:
15-27
[doi]
A Non-asymptotic Risk Bound for Model Selection in a High-Dimensional Mixture of Experts via Joint Rank and Variable Selection
TrungTin Nguyen
,
Dung Ngoc Nguyen
,
Hien Duy Nguyen
,
Faicel Chamroukhi
.
ausai 2024
:
234-245
[doi]
Superpixel Attack - Enhancing Black-Box Adversarial Attack with Image-Driven Division Areas
Issa Oe
,
Keiichiro Yamamura
,
Hiroki Ishikura
,
Ryo Hamahira
,
Katsuki Fujisawa
.
ausai 2024
:
141-152
[doi]
Improving CCA Algorithms on SSVEP Classification with Reinforcement Learning Based Temporal Filtering
Liang Ou
,
Thomas Do
,
Xuan-The Tran
,
Daniel Leong
,
Yu-Cheng Chang
,
Yu-Kai Wang
,
Chin-Teng Lin
.
ausai 2024
:
376-386
[doi]
Causal Disentanglement for Adversarial Defense
Ji Young Park
,
Lin Liu 0003
,
Jixue Liu
,
Jiuyong Li
.
ausai 2024
:
315-327
[doi]
The Difficulty of Novelty Detection and Adaptation in Physical Environments
Vimukthini Pinto
,
Chathura Nagoda Gamage
,
Matthew Stephenson
,
Jochen Renz
.
ausai 2024
:
28-40
[doi]
Automatic Classification of Sensors in Buildings: Learning from Time Series Data
Mashud Rana
,
Ashfaqur Rahman
,
Mahathir Almashor
,
John McCulloch
,
Subbu Sethuvenkatraman
.
ausai 2024
:
367-378
[doi]
A Prompting Framework to Enhance Language Model Output
Himath Ratnayake
,
Can Wang
.
ausai 2024
:
66-81
[doi]
Bloating Reduction in Symbolic Regression Through Function Frequency-Based Tree Substitution in Genetic Programming
Mohamad Rimas
,
Qi Chen 0002
,
Mengjie Zhang 0001
.
ausai 2024
:
429-440
[doi]
Competitive Collaboration for Complex Task Learning in Agent Systems
Dilini Samarasinghe
,
Michael Barlow
,
Erandi Lakshika
.
ausai 2024
:
325-337
[doi]
Collaborative Qualitative Environment Mapping
Adeline Secolo
,
Paulo E. Santos
,
Patrick Doherty 0001
,
Zoran Sjanic
.
ausai 2024
:
3-15
[doi]
COVID-19 Fake News Detection Using Cross-Domain Classification Techniques
Arnav Sharma
,
Subhanjali Sharma
,
Utkarsh Bhardwaj
,
Sajib Mistry
,
Novarun Deb
,
Aneesh Krishna
.
ausai 2024
:
507-519
[doi]
Context-Based Masking for Spontaneous Venous Pulsations Detection
Hongwei Sheng
,
Xin Yu 0002
,
Xue Li 0001
,
S. Mojtaba Golzan
.
ausai 2024
:
520-532
[doi]
Aging Contrast: A Contrastive Learning Framework for Fish Re-identification Across Seasons and Years
Weili Shi
,
Zhongliang Zhou
,
Benjamin H. Letcher
,
Nathaniel P. Hitt
,
Yoichiro Kanno
,
Ryo Futamura
,
Osamu Kishida
,
Kentaro Morita
,
Sheng Li 0001
.
ausai 2024
:
252-264
[doi]
Symbolic Data Analysis to Improve Completeness of Model Combination Methods
Pedro Strecht
,
João Mendes-Moreira 0001
,
Carlos Soares
.
ausai 2024
:
107-119
[doi]
LiDAR Inpainting of UAV Based 3D Point Cloud Using Supervised Learning
Muhammad Talha
,
Aya Hussein
,
Mohammed Hossny
.
ausai 2024
:
203-214
[doi]
WeightRelay: Efficient Heterogeneous Federated Learning on Time Series
Wensi Tang
,
Guodong Long
.
ausai 2024
:
129-140
[doi]
Detecting Stress from Multivariate Time Series Data Using Topological Data Analysis
Hieu Vu Tran
,
Carolyn McGregor
,
Paul J. Kennedy
.
ausai 2024
:
341-353
[doi]
Beyond Model Accuracy: Identifying Hidden Underlying Issues in Chest X-ray Classification
Richard Wainwright
,
Danny Wang
,
Harrison Layton
,
Alina Bialkowski
.
ausai 2024
:
533-544
[doi]
MIDGET: Music Conditioned 3D Dance Generation
Jinwu Wang
,
Wei Mao 0001
,
Miaomiao Liu 0001
.
ausai 2024
:
277-288
[doi]
Multiple Teacher Model for Continual Test-Time Domain Adaptation
Ran Wang
,
Hua Zuo
,
Zhen Fang 0001
,
Jie Lu 0001
.
ausai 2024
:
304-314
[doi]
Impact of Fidelity and Robustness of Machine Learning Explanations on User Trust
Bo Wang
,
Jianlong Zhou
,
Yiqiao Li
,
Fang Chen 0001
.
ausai 2024
:
209-220
[doi]
Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising
Brenda Wang
,
Chirath Hettiarachchi
,
Hanna Suominen
,
Elena Daskalaki
.
ausai 2024
:
495-506
[doi]
An Augmented Learning Approach for Multiple Data Streams Under Concept Drift
Kun Wang
,
Jie Lu 0001
,
Anjin Liu
,
Guangquan Zhang 0001
.
ausai 2024
:
391-402
[doi]
Spatial Bottleneck Transformer for Cellular Traffic Prediction in the Urban City
Hexuan Weng
,
Yanbin Liu
,
Ling Chen 0006
.
ausai 2024
:
265-276
[doi]
Cooperative Multi-Agent Reinforcement Learning with Dynamic Target Localization: A Reward Sharing Approach
Helani Wickramaarachchi
,
Michael Kirley
,
Nicholas Geard
.
ausai 2024
:
310-324
[doi]
S5TR: Simple Single Stage Sequencer for Scene Text Recognition
Zhijian Wu
,
Jun Li 0033
,
Jianhua Xu
.
ausai 2024
:
133-143
[doi]
Interpretable Drawing Psychoanalysis via House-Tree-Person Test
Yaowu Xie
,
Ting Pan
,
Baodi Liu
,
Honglong Chen
,
Weifeng Liu 0001
.
ausai 2024
:
221-233
[doi]
A Sampling Method for Performance Predictor Based on Contrastive Learning
Jingrong Xie
,
Yuqi Feng
,
Yanan Sun
.
ausai 2024
:
215-226
[doi]
No Token Left Behind: Efficient Vision Transformer via Dynamic Token Idling
Xuwei Xu
,
Changlin Li
,
Yudong Chen 0002
,
Xiaojun Chang
,
Jiajun Liu
,
Sen Wang 0001
.
ausai 2024
:
28-41
[doi]
Cross Domain Pulmonary Nodule Detection Without Source Data
Rui Xu
,
Yong Luo
,
Yan Xu
.
ausai 2024
:
153-164
[doi]
AdaptMatch: Adaptive Consistency Regularization for Semi-supervised Learning with Top-k Pseudo-labeling and Contrastive Learning
Nan Yang
,
Fan Huang
,
Dong Yuan
.
ausai 2024
:
227-238
[doi]
Hybrid CNN-Interpreter: Interprete Local and Global Contexts for CNN-Based Models
Wenli Yang
,
Guan Huang
,
Renjie Li
,
Jiahao Yu
,
Yanyu Chen
,
Quan Bai
.
ausai 2024
:
197-208
[doi]
Concept-Guided Interpretable Federated Learning
Jianan Yang
,
Guodong Long
.
ausai 2024
:
160-172
[doi]
Sequence Unlearning for Sequential Recommender Systems
Shanshan Ye
,
Jie Lu 0001
.
ausai 2024
:
403-415
[doi]
A New Perspective of Weakly Supervised 3D Instance Segmentation via Bounding Boxes
Qingtao Yu
,
Heming Du
,
Xin Yu 0002
.
ausai 2024
:
103-114
[doi]
MPANet: Multi-scale Pyramid Attention Network for Collaborative Modeling Spatio-Temporal Patterns of Default Mode Network
Hang Yuan
,
Xiang Li
,
Benzheng Wei
.
ausai 2024
:
416-425
[doi]
Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads
Yu Zhang
,
Huaming Chen
,
Zhongzheng Lai
,
Zao Zhang
,
Dong Yuan
.
ausai 2024
:
79-90
[doi]
CySpider: A Neural Semantic Parsing Corpus with Baseline Models for Property Graphs
Ziyu Zhao
,
Wei Liu 0006
,
Tim French 0002
,
Michael Stewart
.
ausai 2024
:
120-132
[doi]
A Study of Fitness Gains in Evolving Finite State Machines
Gabor Zoltai
,
Yue Xie
,
Frank Neumann 0001
.
ausai 2024
:
479-490
[doi]
2022
The Feasibility of Deep Counterfactual Regret Minimisation for Trading Card Games
David Adams
.
ausai 2022
:
145-160
[doi]
An Explainable Recommendation Based on Acyclic Paths in an Edge-Colored Graph
Kosuke Chinone
,
Atsuyoshi Nakamura
.
ausai 2022
:
40-52
[doi]
Transfer Learning and Data Augmentation in the Diagnosis of Knee MRI
John Haddadian
,
Mehala Balamurali
.
ausai 2022
:
452-463
[doi]
Belief Revision with Dishonest Reports
Aaron Hunter
.
ausai 2022
:
397-410
[doi]
Machine Learning Algorithms in Application to COVID-19 Severity Prediction in Patients
Alisher Ikramov
,
Khikmat Anvarov
,
Visolat Sharipova
,
Nurbek Iskhakov
,
Abdusalom Abdurakhmonov
,
Azamat Alimov
.
ausai 2022
:
344-355
[doi]
Liver Disease Classification by Pruning Data Dependency Utilizing Ensemble Learning Based Feature Selection
Md. Asif Bin Khaled
,
Md. Mahin Rahman
,
Md. Golam Quaiyum
,
Sumiya Akter
.
ausai 2022
:
614-627
[doi]
Tyche: A Library for Probabilistic Reasoning and Belief Modelling in Python
Padraig X. Lamont
.
ausai 2022
:
381-396
[doi]
Evolution Strategies for Sparse Reward Gridworld Environments
Glennn Moy
,
Slava Shekh
.
ausai 2022
:
266-278
[doi]
Systematic Monotonicity and Consistency for Adversarial Natural Language Inference
Brahmani Nutakki
,
Akshay Badola
,
Vineet Padmanabhan
.
ausai 2022
:
353-366
[doi]
User-Defined Smart Contracts Using Answer Set Programming
Kevin Purnell
,
Rolf Schwitter
.
ausai 2022
:
291-303
[doi]
Using Uncertainty as a Defense Against Adversarial Attacks for Tabular Datasets
Poornima Santhosh
,
Gilad Gressel
,
Michael C. Darling
.
ausai 2022
:
719-732
[doi]
QUARRY: A Graph Model for Queryable Association Rules
Michael Stewart
.
ausai 2022
:
311-324
[doi]
Machine Learning Inspired Fault Detection of Dynamical Networks
Eugene Tan
,
Débora C. Corrêa
,
Thomas Stemler
,
Michael Small
.
ausai 2022
:
470-483
[doi]
A Novel Approach to Time Series Complexity via Reservoir Computing
Braden Thorne
,
Thomas Jüngling
,
Michael Small
,
Débora C. Corrêa
,
Ayham A. Zaitouny
.
ausai 2022
:
442-455
[doi]
Automated On-Vehicle Road Defect Data Collection and Detection
Zachary Todd
,
Heyang Thomas Li
.
ausai 2022
:
3-14
[doi]
Vehicle Detection Based on Cascade Deep Learning Method Using Deformed Oriented Bounding Box
Wenli Yang
,
Mira Park 0001
,
Xianghui Song
,
Sun Ling
,
Yameng Li
,
Xiaotong Gu
.
ausai 2022
:
679-690
[doi]
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