David L. Dowe - RankMe

77 papers A* 3A 4B 9C 2Misc 1Journal 26Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Brain-MGF: Multimodal Graph Fusion Network for EEG-fMRI Brain Connectivity Analysis Under Psilocybin. CoRR Sin-Yee Yap, Fuad Noman, Junn Yong Loo, Devon Stoliker, Moein Khajehnejad, Raphaël C.-W. Phan, David L. Dowe, Adeel Razi, Chee-Ming Ting
2025	B	`conf`	Joint Optimisation of Electric Vehicle Routing and Scheduling: A Deep Learning-Driven Approach for Dynamic Fleet Sizes. IJCNN Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2025	J	`jnl`	Joint Optimisation of Electric Vehicle Routing and Scheduling: A Deep Learning-Driven Approach for Dynamic Fleet Sizes. CoRR Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2025	C	`conf`	Transformer-based Deep Learning Model for Joint Routing and Scheduling with Varying Electric Vehicle Numbers. IAS Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2025	J	`jnl`	Transformer-based Deep Learning Model for Joint Routing and Scheduling with Varying Electric Vehicle Numbers. CoRR Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2024	A*	`conf`	A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification. IJCAI Sin-Yee Yap, Junn Yong Loo, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Adeel Razi, David L. Dowe
2024	J	`jnl`	Model Selection from Multiple Model Families in Species Distribution Modeling Using Minimum Message Length. Entropy Zihao Wen, David L. Dowe
2021	—	`conf`	Accounting method selection using neural networks and multi-criteria decision making. HICSS Yang Duan, Chung-Hsing Yeh, David L. Dowe
2021	J	`jnl`	Creating Powerful and Interpretable Models withRegression Networks. CoRR Lachlan O'Neill, Simon D. Angus, Satya Borgohain, Nader Chmait, David L. Dowe
2021	J	`jnl`	Minimum Message Length Autoregressive Moving Average Model Order Selection. CoRR Zheng Fang, David L. Dowe, Shelton Peiris, Dedi Rosadi
2021	J	`jnl`	Minimum Message Length in Hybrid ARMA and LSTM Model Forecasting. Entropy Zheng Fang, David L. Dowe, Shelton Peiris, Dedi Rosadi
2019	A	`conf`	Peak-Hour Rail Demand Shifting with Discrete Optimisation. CP John M. Betts, David L. Dowe, Daniel Guimarans, Daniel Damir Harabor, Heshan Kumarage, Peter J. Stuckey, Michael Wybrow
2018	—	`conf`	Accounting Results Modelling with Neural Networks: The Case of an International Oil and Gas Company. ICONIP (2) Yang Duan, Chung-Hsing Yeh, David L. Dowe
2018	J	`jnl`	Combining images and anatomical knowledge to improve automated vein segmentation in MRI. NeuroImage Phillip G. D. Ward, Nicholas J. Ferris, Parnesh Raniga, David L. Dowe, Amanda C. L. Ng, David G. Barnes, Gary F. Egan
2017	J	`jnl`	A New AI Evaluation Cosmos: Ready to Play the Game? AI Mag. José Hernández-Orallo, Marco Baroni, Jordi Bieger, Nader Chmait, David L. Dowe, Katja Hofmann, Fernando Martínez-Plumed, Claes Strannegård, Kristinn R. Thórisson
2017	—	`conf`	An Information-Theoretic Predictive Model for the Accuracy of AI Agents Adapted from Psychometrics. AGI Nader Chmait, David L. Dowe, Yuan-Fang Li, David G. Green
2017	A*	`conf`	Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract). IJCAI José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe
2017	J	`jnl`	The IMP game: Learnability, approximability and adversarial learning beyond $$\Sigma^0_1$$. J. Log. Comput. Michael Brand, David L. Dowe
2017	—	`conf`	Vein segmentation using shape-based Markov Random Fields. ISBI Phillip G. D. Ward, Nicholas J. Ferris, Parnesh Raniga, Amanda C. L. Ng, David G. Barnes, David L. Dowe, Gary F. Egan
2016	J	`jnl`	Computer models solving intelligence test problems: Progress and implications. Artif. Intell. José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe
2016	A	`conf`	Factors of Collective Intelligence: How Smart Are Agent Collectives? ECAI Nader Chmait, David L. Dowe, Yuan-Fang Li, David G. Green, Javier Insa-Cabrera
2016	J	`jnl`	The IMP game: Learnability, approximability and adversarial learning beyond $Σ^0_1$. CoRR Michael Brand, David L. Dowe
2015	—	`conf`	MML inference of Finite State Automata for probabilistic spam detection. ICAPR Vidya Saikrishna, David L. Dowe, Sid Ray
2015	—	`conf`	Observation, Communication and Intelligence in Agent-Based Systems. AGI Nader Chmait, David L. Dowe, David G. Green, Yuan-Fang Li
2014	J	`jnl`	How universal can an intelligence test be? Adapt. Behav. David L. Dowe, José Hernández-Orallo
2014	J	`jnl`	Two decades of Web application testing - A survey of recent advances. Inf. Syst. Yuan-Fang Li, Paramjit K. Das, David L. Dowe
2014	J	`jnl`	Universal psychometrics: Measuring cognitive abilities in the machine kingdom. Cogn. Syst. Res. José Hernández-Orallo, David L. Dowe, M. Victoria Hernández-Lloreda
2013	—	`conf`	3D EEG Source Localisation: A Preliminary Investigation Using MML. Australasian Conference on Artificial Intelligence Thi Han Kyaw, David L. Dowe
2013	—	`ed.`	Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence - Papers from the Ray Solomonoff 85th Memorial Conference, Melbourne, VIC, Australia, November 30 - December 2, 2011 Algorithmic Probability and Friends David L. Dowe
2013	J	`jnl`	On Potential Cognitive Abilities in the Machine Kingdom. Minds Mach. José Hernández-Orallo, David L. Dowe
2013	J	`jnl`	On the universality of cognitive tests CoRR David L. Dowe, José Hernández-Orallo
2012	—	`conf`	Turing Tests with Turing Machines. Turing-100 José Hernández-Orallo, Javier Insa-Cabrera, David L. Dowe, Bill Hibbard
2011	—	`conf`	Comparing Humans and AI Agents. AGI Javier Insa-Cabrera, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, José Hernández-Orallo
2011	—	`conf`	Compression and Intelligence: Social Environments and Communication. AGI David L. Dowe, José Hernández-Orallo, Paramjit K. Das
2011	—	`conf`	Evaluating a Reinforcement Learning Algorithm with a General Intelligence Test. CAEPIA Javier Insa-Cabrera, David L. Dowe, José Hernández-Orallo
2011	—	`conf`	Introduction to Ray Solomonoff 85th Memorial Conference. Algorithmic Probability and Friends David L. Dowe
2011	—	`conf`	On More Realistic Environment Distributions for Defining, Evaluating and Developing Intelligence. AGI José Hernández-Orallo, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, Javier Insa-Cabrera
2010	—	`conf`	Database Normalization as a By-product of Minimum Message Length Inference. Australasian Conference on Artificial Intelligence David L. Dowe, Nayyar Abbas Zaidi
2010	J	`jnl`	Measuring universal intelligence: Towards an anytime intelligence test. Artif. Intell. José Hernández-Orallo, David L. Dowe
2009	—	`conf`	Enhancing MML Clustering Using Context Data with Climate Applications. Australasian Conference on Artificial Intelligence Gerhard Visser, David L. Dowe, Petteri Uotila
2009	—	`conf`	Information-Theoretic Image Reconstruction and Segmentation from Noisy Projections. Australasian Conference on Artificial Intelligence Gerhard Visser, David L. Dowe, Imants D. Svalbe
2008	J	`jnl`	Foreword re C. S. Wallace. Comput. J. David L. Dowe
2008	—	`conf`	Learning a Generative Model for Structural Representations. Australasian Conference on Artificial Intelligence Andrea Torsello, David L. Dowe
2008	B	`conf`	Supervised learning of a generative model for edge-weighted graphs. ICPR Andrea Torsello, David L. Dowe
2007	—	`conf`	Building Classification Models from Microarray Data with Tree-Based Classification Algorithms. Australian Conference on Artificial Intelligence Peter J. Tan, David L. Dowe, Trevor I. Dix
2007	—	`conf`	Minimum Message Length Clustering of Spatially-Correlated Data with Varying Inter-Class Penalties. ACIS-ICIS Gerhard Visser, David L. Dowe
2007	—	`conf`	Tomographic Reconstruction of Images from Noisy Projections - A Preliminary Study. Australian Conference on Artificial Intelligence A. P. Dalgleish, David L. Dowe, Imants D. Svalbe
2006	—	`conf`	Decision Forests with Oblique Decision Trees. MICAI Peter J. Tan, David L. Dowe
2006	—	`conf`	MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration. Australian Conference on Artificial Intelligence T. Maheswaran, J. G. Sanjayan, David L. Dowe, Peter J. Tan
2005	—	`conf`	A Preliminary MML Linear Classifier Using Principal Components for Multiple Classes. Australian Conference on Artificial Intelligence Lara Kornienko, David W. Albrecht, David L. Dowe
2005	C	`conf`	Stock Market Simulation and Inference Technique. HIS McGregor J. Collie, David L. Dowe, Leigh J. Fitzgibbon
2004	—	`conf`	MML Inference of Oblique Decision Trees. Australian Conference on Artificial Intelligence Peter J. Tan, David L. Dowe
2003	—	`conf`	MML Inference of Decision Graphs with Multi-way Joins and Dynamic Attributes. Australian Conference on Artificial Intelligence Peter J. Tan, David L. Dowe
2003	—	`conf`	Unsupervised Learning of Correlated Multivariate Gaussian Mixture Models Using MML. Australian Conference on Artificial Intelligence Yudi Agusta, David L. Dowe
2002	B	`conf`	Change-Point Estimation Using New Minimum Message Length Approximations. PRICAI Leigh J. Fitzgibbon, David L. Dowe, Lloyd Allison
2002	—	`conf`	MML Clustering of Continuous-Valued Data Using Gaussian and t Distributions. Australian Joint Conference on Artificial Intelligence Yudi Agusta, David L. Dowe
2002	—	`conf`	MML Inference of Decision Graphs with Multi-way Joins. Australian Joint Conference on Artificial Intelligence Peter J. Tan, David L. Dowe
2002	—	`conf`	Message Length Formulation of Support Vector Machines for Binary Classification - A Preliminary Scheme. Australian Joint Conference on Artificial Intelligence Lara Kornienko, David L. Dowe, David W. Albrecht
2002	A*	`conf`	Univariate Polynomial Inference by Monte Carlo Message Length Approximation. ICML Leigh J. Fitzgibbon, David L. Dowe, Lloyd Allison
2001	A	`conf`	Message Length as an Effective Ockham's Razor in Decision Tree Induction. AISTATS Scott Needham, David L. Dowe
2000	B	`conf`	Inductive Inference of Chess Player Strategy. PRICAI Anthony R. Jansen, David L. Dowe, Graham E. Farr
2000	J	`jnl`	MML clustering of multi-state, Poisson, von Mises circular and Gaussian distributions. Stat. Comput. Chris S. Wallace, David L. Dowe
2000	B	`conf`	Minimum Message Length Grouping of Ordered Data. ALT Leigh J. Fitzgibbon, Lloyd Allison, David L. Dowe
1999	—	`conf`	Finding Cutpoints in Noisy Binary Sequences - A Revised Empirical Evaluation. Australian Joint Conference on Artificial Intelligence Murlikrishna Viswanathan, Chris S. Wallace, David L. Dowe, Kevin B. Korb
1999	Misc	`conf`	Information Theoretic Approaches to Biology - Session Introduction. Pacific Symposium on Biocomputing David L. Dowe, Klaus Prank
1999	J	`jnl`	Minimum Message Length and Kolmogorov Complexity. Comput. J. Chris S. Wallace, David L. Dowe
1999	J	`jnl`	Refinements of MDL and MML Coding. Comput. J. Chris S. Wallace, David L. Dowe
1999	J	`jnl`	Rejoinder. Comput. J. Chris S. Wallace, David L. Dowe
1998	—	`conf`	Alignment of Low Information Sequences. CATS David R. Powell, Lloyd Allison, Trevor I. Dix, David L. Dowe
1998	B	`conf`	Point Estimation Using the Kullback-Leibler Loss Function and MML. PAKDD David L. Dowe, Rohan A. Baxter, Jonathan J. Oliver, Chris S. Wallace
1998	B	`conf`	Single Factor Analysis in MML Mixture Modelling. PAKDD Russell T. Edwards, David L. Dowe
1998	B	`conf`	The Hunter and the Hunted - Modelling the Relationship Between Web Pages and Search Engines. PAKDD David L. Dowe, Lloyd Allison, Glen Pringle
1998	J	`jnl`	What is a Tall Poppy Among Web Pages? Comput. Networks Glen Pringle, Lloyd Allison, David L. Dowe
1997	A	`conf`	MML Mixture Modelling of Multi-state, Poisson, vonMises circular and Gaussian Distributions. AISTATS Chris S. Wallace, David L. Dowe
1996	B	`conf`	MML Estimation of the Parameters of the Sherical Fisher Distribution. ALT David L. Dowe, Jonathan J. Oliver, Chris S. Wallace
1990	J	`jnl`	Can Black Force a Win? ICCA J. David L. Dowe
1990	J	`jnl`	Symmetrical Chess. ICCA J. David L. Dowe, Ingo Althöfer, John Roycroft