AI (2)

Publications

volume 14472, 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 II AI (2) 14472 (2024)

2023

Ziyu Zhao, Wei Liu, Tim French, Michael Stewart
CySpider: A Neural Semantic Parsing Corpus with Baseline Models for Property Graphs. AI (2) (2023)
Mohamad Rimas, Qi Chen, Mengjie Zhang
Bloating Reduction in Symbolic Regression Through Function Frequency-Based Tree Substitution in Genetic Programming. AI (2) (2023)
Joshua Joyce, Rudy Arthur, Guangtao Fu, Alina Bialkowski, Hywel T. P. Williams
Using Social Sensing to Validate Flood Risk Modelling in England. AI (2) (2023)
Dale Grant, Jaime Andres Garcia, William L. Raffe
Leaving the NavMesh: An Ablative Analysis of Deep Reinforcement Learning for Complex Navigation in 3D Virtual Environments. AI (2) (2023)
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks. AI (2) (2023)
Zhengxin Fang, Hui Ma, Gang Chen, Sven Hartmann
A Group Genetic Algorithm for Energy-Efficient Resource Allocation in Container-Based Clouds with Heterogeneous Physical Machines. AI (2) (2023)
Jianan Yang, Guodong Long
Concept-Guided Interpretable Federated Learning. AI (2) (2023)
Wenli Yang, Guan Huang, Renjie Li, Jiahao Yu, Yanyu Chen, Quan Bai
Hybrid CNN-Interpreter: Interprete Local and Global Contexts for CNN-Based Models. AI (2) (2023)
Himath Ratnayake, Can Wang
A Prompting Framework to Enhance Language Model Output. AI (2) (2023)
Bo Wang, Jianlong Zhou, Yiqiao Li, Fang Chen
Impact of Fidelity and Robustness of Machine Learning Explanations on User Trust. AI (2) (2023)
Aaron Hunter
Reports, Observations, and Belief Change. AI (2) (2023)
Liangping Li, Xun Gong, Chenzhong Wang, Weiji Kong
Part-Aware Prototype-Aligned Interpretable Image Classification with Basic Feature Domain. AI (2) (2023)
Kiyoshige Garcés, Junyu Xuan, Hua Zuo
Transformed Successor Features for Transfer Reinforcement Learning. AI (2) (2023)
Raynaldio Limarga, Yang Song, Maurice Pagnucco, David Rajaratnam
Epistemic Reasoning in Computational Machine Ethics. AI (2) (2023)
Dilini Samarasinghe, Michael Barlow, Erandi Lakshika
Competitive Collaboration for Complex Task Learning in Agent Systems. AI (2) (2023)
Pedro Strecht, João Mendes-Moreira, Carlos Soares
Symbolic Data Analysis to Improve Completeness of Model Combination Methods. AI (2) (2023)
Victoria Huang, Chen Wang, Samik Datta, Bryce Chen, Gang Chen, Hui Ma
Evolving Epidemic Management Rules Using Deep Neuroevolution: A Novel Approach to Inspection Scheduling and Outbreak Minimization. AI (2) (2023)
Heming Du, Zi Huang, Scott Chapman, Xin Yu
Toward a Unified Framework for RGB and RGB-D Visual Navigation. AI (2) (2023)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
A Semantic Genetic Programming Approach to Evolving Heuristics for Multi-objective Dynamic Scheduling. AI (2) (2023)
Fahimeh Ramezani, Brendan Sims, Haris Aziz
Auction-Based Allocation of Location-Specific Tasks. AI (2) (2023)
Inês Oliveira e Silva, Carlos Soares, Inês Sousa, Rayid Ghani
Systematic Analysis of the Impact of Label Noise Correction on ML Fairness. AI (2) (2023)
Zhijian Wu, Jun Li, Jianhua Xu
S5TR: Simple Single Stage Sequencer for Scene Text Recognition. AI (2) (2023)
Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja
Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction. AI (2) (2023)
TrungTin Nguyen, Dung Ngoc Nguyen, Hien Duy Nguyen, Faicel Chamroukhi
A Non-asymptotic Risk Bound for Model Selection in a High-Dimensional Mixture of Experts via Joint Rank and Variable Selection. AI (2) (2023)
Md Mohiuddin Khan, Kathryn Kasmarik, Michael Barlow, Shadi Abpeikar, Huanneng Qiu, Essam Soliman Debie, Matt Garratt
Generating Collective Motion Behaviour Libraries Using Developmental Evolution. AI (2) (2023)
Ruiqi Li, Patrik Haslum, Leyang Cui
Towards Learning Action Models from Narrative Text Through Extraction and Ordering of Structured Events. AI (2) (2023)
Yaowu Xie, Ting Pan, Baodi Liu, Honglong Chen, Weifeng Liu
Interpretable Drawing Psychoanalysis via House-Tree-Person Test. AI (2) (2023)
Vimukthini Pinto, Chathura Nagoda Gamage, Matthew Stephenson, Jochen Renz
The Difficulty of Novelty Detection and Adaptation in Physical Environments. AI (2) (2023)
Yasser Mohammad
Generalized Bargaining Protocols. AI (2) (2023)
Andrew Chester, Michael Dann, Fabio Zambetta, John Thangarajah
SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning. AI (2) (2023)
Liang Ou, Thomas Do, Xuan-The Tran, Daniel Leong, Yu-Cheng Chang, Yu-Kai Wang, Chin-Teng Lin
Improving CCA Algorithms on SSVEP Classification with Reinforcement Learning Based Temporal Filtering. AI (2) (2023)
Martin Aleksandrov
Limiting Inequalities in Repeated House and Task Allocation. AI (2) (2023)
Adeline Secolo, Paulo E. Santos, Patrick Doherty, Zoran Sjanic
Collaborative Qualitative Environment Mapping. AI (2) (2023)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling. AI (2) (2023)
Maryem Hussein, Marwa Keshk, Aya Hussein
Non-stationarity Detection in Model-Free Reinforcement Learning via Value Function Monitoring. AI (2) (2023)
Fedja Hadzic, Maya Krayneva
Lateral AI: Simulating Diversity in Virtual Communities. AI (2) (2023)
Gabor Zoltai, Yue Xie, Frank Neumann
A Study of Fitness Gains in Evolving Finite State Machines. AI (2) (2023)
Helani Wickramaarachchi, Michael Kirley, Nicholas Geard
Cooperative Multi-Agent Reinforcement Learning with Dynamic Target Localization: A Reward Sharing Approach. AI (2) (2023)