Publications 論文
Publications & research
From gene regulatory networks and Mars imagery to financial AI — the paper trail of fifteen years of applied machine learning.
Industry & technical analysis
Recent work at the intersection of AI strategy, hardware, and sovereignty in the financial and enterprise sectors.
- 2025
- 2025
- 2025
- 2023
Academic journals
- 2019
Heat Transfer Coefficient Prediction of a Porous Material by Implementing a Machine Learning Model on a CFD Data Set
Avalos-Gauna, Edgar and Palafox, L.F.
Proceedings of the 6th International Conference of Fluid Flow, Heat and Mass Transfer (FFHMT'19)
- 2018
A Bayesian Approach to Subkilometer Crater Shape Analysis Using Individual HiRISE Images
Savage, Rodrigo, Leon Palafox, et al.
IEEE Transactions on Geoscience and Remote Sensing
- 2017
Automated Detection of Geological Landforms on Mars using Convolutional Neural Networks
Leon Palafox, Christopher W. Hamilton, et al.
Computers & Geosciences 101: 48-56
- 2017
Searching for exoplanets using artificial intelligence
Pearson, Kyle A., Leon Palafox, and Caitlin A. Griffith
Monthly Notices of the Royal Astronomical Society 474.1: 478-491
- 2016
Signal quality of endovascular electroencephalography
He, Bryan D., Mosalam Ebrahimi, Leon Palafox, and Lakshminarayan Srinivasan
Journal of Neural Engineering 13, no. 1
- 2015
Autonomous Learning and Recognition of Human Action based on An Incremental Approach of Clustering
Wee-hong Ong, Leon Palafox, and Takafumi Koseki
IEEJ Transactions on Electronics, Informations and Systems, 135(9):1136-1141
- 2014
An Incremental Approach of Clustering for Human Activity Discovery
Wee-hong Ong, Leon Palafox, and Takafumi Koseki
IEEJ Transactions on Electronics, Informations and Systems, 134(11):1-6
- 2013
Evolving genetic networks for synthetic biology
Nasimul Noman, Leon Palafox, and Hitoshi Iba
New Generation Computing, 31(2):71-88
- 2013
An Unsupervised Approach for Human Activity Detection and Recognition
Wee-Hong Ong, Takafumi Koseki, and Leon Palafox
International Journal of Simulation-Systems, Science & Technology, 14(5)
- 2013
Investigation of Feature Extraction for Unsupervised Learning in Human Activity Detection
Wee-Hong Ong, Leon Palafox, and Takafumi Koseki
Bulletin of Networking, Computing, Systems, and Software, 2(1):30-35
- 2012
Reverse Engineering of Gene Regulatory Networks using Dissipative Particle Swarm Optimization
Leon Palafox, H. Iba, and N. Noman
IEEE Transactions on Evolutionary Computation, 17(4)
- 2011
4W1H and particle swarm optimization for human activity recognition
Leon Palafox and Hideki Hashimoto
Journal of Advanced Computational Intelligence and Intelligent Informatics, 15(7):793-799
Peer-reviewed conferences
- 2015
Automated Detection of Transverse Aeolian Ridges on Mars Using Convolutional Neural Networks and a Field-Based Terrestrial Orthoimage Training Set
Scheidt, S. P., L. F. Palafox, C. W. Hamilton, and J. R. Zimbelman
Fourth Annual International Planetary Dunes Workshop, vol. 1843, p. 8047
- 2015
Automated Detection of Impact Craters and Volcanic Rootless Cones in Mars Satellite Imagery Using Convolutional Neural Networks and Support Vector Machines
Palafox, L. F., A. M. Alvarez, and C. W. Hamilton
Lunar and Planetary Science Conference, vol. 46, p. 2316
- 2014
Inferring Genetic Networks with a Recurrent Neural Network Model Using Differential Evolution
Nasimul Noman, Leon Palafox, and Hitoshi Iba
Springer Handbook of Bio-/Neuroinformatics, pages 355-373
- 2013
Reconstruction of Gene Regulatory Networks from Gene Expression Data Using Decoupled Recurrent Neural Network Model
Nasimul Noman, Leon Palafox, and Hitoshi Iba
Natural Computing and Beyond, volume 6, pages 93-103
- 2013
Unsupervised human activity detection with skeleton data from RGB-D sensor
Wee Hong Ong, Takafumi Koseki, and Leon Palafox
Proceedings - 5th International Conference on Computational Intelligence, Communication Systems, and Networks (CICSyN), pages 30-35
- 2013
Extending Population Based Incremental Learning using Dirichlet Processes
Leon Palafox
Information Sciences, pages 1686-1693
- 2013
Study on the Use of Evolutionary Techniques for Inference in Gene Regulatory Networks
Leon Palafox, Nasimul Noman, and Hitoshi Iba
Natural Computing and Beyond, pages 82-92
- 2012
On Model Selection Criteria in Reverse Engineering Gene Networks Using RNN Model
N Noman, Leon Palafox, and Hitoshi Iba
Convergence and Hybrid Information Technology, pages 155-164
- 2012
Gene Regulatory Network Reverse Engineering using Population Based Incremental Learning and K-means
Leon Palafox and Hitoshi Iba
Genetic and Evolutionary Computation Conference
- 2012
On the use of Population Based Incremental Learning to do Reverse Engineering on Gene Regulatory Networks
Leon Palafox and Hitoshi Iba
IEEE Congress on Evolutionary Computation (CEC)
- 2012
Multi-objective portfolio optimization and rebalancing using genetic algorithms with local search
Vishal Soam, Leon Palafox, and Hitoshi Iba
IEEE Congress on Evolutionary Computation (CEC)
- 2011
Using conditional random fields to validate observations in a 4W1H paradigm
Leon Palafox, Laszlo A. Jeni, and Hideki Hashimoto
4th International Conference on Human System Interaction (HSI), pages 80-84
- 2011
5W1H as a human activity recognition paradigm in the iSpace
Leon Palafox, Laszlo A. Jeni, Hideki Hashimoto, and Beom H. Lee
8th Asian Control Conference (ASCC), pages 712-718
- 2010
Simultaneous localization assistance for multiple mobile robots using particle filter based target tracking
Peshala G Jayasekara, Leon Palafox, et al.
Fifth International Conference on Information and Automation for Sustainability, pages 469-474
- 2010
Human action recognition using wavelet signal analysis as an input in 4W1H
Leon Palafox and Hideki Hashimoto
8th IEEE International Conference on Industrial Informatics (INDIN), pages 679-684
- 2010
Human Action Recognition using 4W1H and Particle Swarm Optimization Clustering
Leon Palafox and Hideki Hashimoto
Sensors (Peterborough, NH), pages 369-373
- 2010
A compressive sensing approach to the 4W1H architecture
Leon Palafox and Hideki Hashimoto
IEEE International Conference on Industrial Technology, pages 1599-1603
- 2009
A movement profile detection system using self organized maps in the intelligent space
Leon Palafox and Hashimoto Hideki
IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO), pages 114-118