Donald MacDonald

21 papers B 7C 3Misc 1Journal 5Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Multi-Stage Field Extraction of Financial Documents with OCR and Compact Vision-Language Models. CoRR Yichao Jin, Yushuo Wang, Qishuai Zhong, Kent Chiu Jin-Chun, Kenneth Zhu Ke, Donald MacDonald
2004	—	`conf`	A Kernel Method for Classification. MICAI Donald MacDonald, Jos Koetsier, Emilio Corchado, Colin Fyfe, Juan M. Corchado
2004	—	`conf`	Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning. MICAI Donald MacDonald, Emilio Corchado, Colin Fyfe
2004	J	`jnl`	Internet agents who structure concept formation using kernel self-organising maps. Int. J. Web Eng. Technol. Emilio Corchado, Donald MacDonald, Colin Fyfe
2004	Misc	`conf`	Kernel Maximum Likelihood Hebbian Learning. International Conference on Computational Science Jos Koetsier, Emilio Corchado, Donald MacDonald, Juan M. Corchado, Colin Fyfe
2004	J	`jnl`	Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit. Data Min. Knowl. Discov. Emilio Corchado, Donald MacDonald, Colin Fyfe
2004	B	`conf`	Non-linear principal components: projection and reconstruction. IJCNN Donald MacDonald, Colin Fyfe
2004	C	`conf`	Strategy Selection in Games Using Co-evolution Between Artificial Immune Systems. ICEC Donald MacDonald, Colin Fyfe
2002	—	`conf`	Classification and ICA using maximum likelihood Hebbian learning. NNSP Emilio Corchado, Jos Koetsier, Donald MacDonald, Colin Fyfe
2002	B	`conf`	Clustering in data space and feature space. ESANN Donald MacDonald, Colin Fyfe
2002	B	`conf`	Exploratory Correlation Analysis. ESANN Jos Koetsier, Donald MacDonald, Darryl Charles, Colin Fyfe
2002	C	`conf`	Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit. ICANN Donald MacDonald, Emilio Corchado, Colin Fyfe, Erzsébet Merényi
2002	C	`conf`	Multi-stream Exploratory Projection Pursuit for the Formation of Complex Cells Similar to Visual Cortical Neurons. ICANN Darryl Charles, Jos Koetsier, Donald MacDonald, Colin Fyfe
2002	J	`jnl`	Unsupervised neural networks for the identification of minimum overcomplete basis in visual data. Neurocomputing Darryl Charles, Colin Fyfe, Donald MacDonald, Jos Koetsier
2002	J	`jnl`	epsilon-insensitive Hebbian learning. Neurocomputing Colin Fyfe, Donald MacDonald
2001	—	`—`	Unsupervised neural networks for visualisation of data. Donald MacDonald
2000	B	`conf`	Kernel exploratory projection pursuit. KES Donald MacDonald, Colin Fyfe, Darryl Charles
2000	B	`conf`	The kernel self-organising map. KES Donald MacDonald, Colin Fyfe
1999	B	`conf`	Comparison of Kohonen, scale-invariant and GTM self-organising maps for interpretation of spectral data. ESANN Donald MacDonald, Stephen McGlinchey, John Kawala, Colin Fyfe
1999	—	`conf`	Data Mining using Unsupervised Neural Networks. IIA/SOCO Donald MacDonald, Colin Fyfe
1999	B	`conf`	Neural networks which identify composite factors. ESANN Donald MacDonald, Darryl Charles, Colin Fyfe