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2010 – 2019
- 2016
[j63]Juan Enrique Agudo, Colin Fyfe:
Achieving cooperation with many prisoners in the NIPD. Int. J. Comput. Sci. Eng. 12(1): 3-16 (2016)- [j62]Tzai-Der Wang, Xiaochuan Wu, Colin Fyfe:
Factors important for good visualisation of time series. Int. J. Comput. Sci. Eng. 12(1): 17-28 (2016) - 2014
- [j61]Wesam M. Ashour, Colin Fyfe:
Improving Bregman k-means. Int. J. Data Min. Model. Manag. 6(1): 65-82 (2014) - 2013
- [j60]Rushi Lan, Jianwei Yang, Yong Jiang, Colin Fyfe, Zhan Song:
Whitening central projection descriptor for affine-invariant shape description. IET Image Process. 7(1): 81-91 (2013) - [j59]Jigang Sun, Malcolm K. Crowe
, Colin Fyfe:
Incorporating visualisation quality measures to curvilinear component analysis. Inf. Sci. 223: 75-101 (2013) - [j58]Tzai-Der Wang, Colin Fyfe:
Visualising Temporal Data Using Reservoir Computing. J. Inf. Sci. Eng. 29(4): 695-709 (2013) - 2012
- [j57]Xi Wang, Malcolm K. Crowe, Colin Fyfe:
Dual stream data exploration. Int. J. Data Min. Model. Manag. 4(2): 188-202 (2012) - [j56]Jigang Sun, Colin Fyfe, Malcolm K. Crowe:
Extending Sammon mapping with Bregman divergences. Inf. Sci. 187: 72-92 (2012) - [j55]Nicolás García-Pedrajas, Javier Pérez-Rodríguez, María D. García-Pedrajas, Domingo Ortiz-Boyer, Colin Fyfe:
Class imbalance methods for translation initiation site recognition in DNA sequences. Knowl. Based Syst. 25(1): 22-34 (2012) - [j54]Colin Fyfe, Domingo Ortiz-Boyer, Nicolás García-Pedrajas:
Evolutionary algorithms and cross entropy. Int. J. Knowl. Based Intell. Eng. Syst. 16(4): 215-221 (2012) - [c106]Tzai-Der Wang, Xiaochuan Wu, Colin Fyfe:
Comparative study of visualisation methods for temporal data. IEEE Congress on Evolutionary Computation 2012: 1-5 - [c105]Salah Rana, Malcolm K. Crowe, Colin Fyfe:
Reinforcement Programming for function approximation. UKCI 2012: 1-5 - 2011
- [j53]Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe:
Special issue on the trends in applied intelligence systems. Appl. Intell. 34(3): 329-330 (2011) - [j52]Jigang Sun, Malcolm K. Crowe, Colin Fyfe:
Extending metric multidimensional scaling with Bregman divergences. Pattern Recognit. 44(5): 1137-1154 (2011) - [c104]Tzai-Der Wang, Xiaochuan Wu, Colin Fyfe:
Minimal Echo State Networks for Visualisation. CIS 2011: 381-385 - [c103]Juan Enrique Agudo, Colin Fyfe:
Reinforcement Learning for the N-Persons Iterated Prisoners' Dilemma. CIS 2011: 472-476 - [c102]Ying Wu, Thomas K. Doyle, Colin Fyfe:
Multi-layer Topology Preserving Mapping for K-Means Clustering. IDEAL 2011: 84-91 - [c101]Sebastián Basterrech, Colin Fyfe, Gerardo Rubino:
Self-Organizing Maps and Scale-Invariant Maps in Echo State Networks. ISDA 2011: 94-99 - 2010
- [c100]Jigang Sun, Colin Fyfe, Malcolm K. Crowe:
Curvilinear component analysis and Bregman divergences. ESANN 2010 - [c99]Ying Wu, Colin Fyfe:
Particle Swarm Optimization in Exploratory Data Analysis. IEA/AIE (2) 2010: 257-266 - [c98]Nicolás García-Pedrajas, Domingo Ortiz-Boyer, María D. García-Pedrajas, Colin Fyfe:
Class Imbalance Methods for Translation Initiation Site Recognition. IEA/AIE (1) 2010: 327-336 - [c97]Jigang Sun, Malcolm K. Crowe, Colin Fyfe:
Extending Metric Multidimensional Scaling with Bregman Divergences. IEA/AIE (2) 2010: 615-626 - [c96]Xi Wang, Colin Fyfe:
Independent Component Analysis Using Bregman Divergences. IEA/AIE (2) 2010: 627-636 - [e6]Colin Fyfe, Peter Tiño, Darryl Charles, César Ignacio García-Osorio, Hujun Yin:
Intelligent Data Engineering and Automated Learning - IDEAL 2010, 11th International Conference, Paisley, UK, September 1-3, 2010. Proceedings. Lecture Notes in Computer Science 6283, Springer 2010, ISBN 978-3-642-15380-8 [contents] - [e5]Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe, José Manuel Benítez, Moonis Ali:
Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part I. Lecture Notes in Computer Science 6096, Springer 2010, ISBN 978-3-642-13021-2 [contents] - [e4]Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe, José Manuel Benítez, Moonis Ali:
Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part II. Lecture Notes in Computer Science 6097, Springer 2010, ISBN 978-3-642-13024-3 [contents] - [e3]Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe, José Manuel Benítez, Moonis Ali:
Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part III. Lecture Notes in Computer Science 6098, Springer 2010, ISBN 978-3-642-13032-8 [contents]
2000 – 2009
- 2009
- [b3]Wesam Barbakh, Ying Wu, Colin Fyfe:
Non-Standard Parameter Adaptation for Exploratory Data Analysis. Studies in Computational Intelligence 249, Springer 2009, ISBN 978-3-642-04004-7 - [j51]Jinsong Leng, Lakhmi C. Jain, Colin Fyfe:
Experimental analysis of eligibility traces strategies in temporal difference learning. Int. J. Knowl. Eng. Soft Data Paradigms 1(1): 26-39 (2009) - [j50]Jinsong Leng, Colin Fyfe, Lakhmi C. Jain:
Experimental analysis on Sarsa(lambda) and Q(lambda) with different eligibility traces strategies. J. Intell. Fuzzy Syst. 20(1-2): 73-82 (2009) - [c95]Colin Fyfe, Wesam Barbakh:
Immediate Reward Reinforcement Learning for Clustering and Topology Preserving Mappings. Similarity-Based Clustering 2009: 35-51 - 2008
- [j49]Ying Wu, Colin Fyfe:
Exploratory data analysis with artificial immune systems. Evol. Intell. 1(2): 159-169 (2008) - [j48]Nicolás García-Pedrajas, Colin Fyfe:
Construction of classifier ensembles by means of artificial immune systems. J. Heuristics 14(3): 285-310 (2008) - [j47]Wesam Barbakh, Colin Fyfe:
Online Clustering Algorithms. Int. J. Neural Syst. 18(3): 185-194 (2008) - [j46]Colin Fyfe, Wesam Barbakh, Wei Chuang Ooi, Hanseok Ko:
Topological Mappings of Video and Audio Data. Int. J. Neural Syst. 18(6): 481-489 (2008) - [j45]Colin Fyfe, Gayle Leen, Pei Ling Lai:
Gaussian processes for canonical correlation analysis. Neurocomputing 71(16-18): 3077-3088 (2008) - [j44]Wesam Barbakh, Colin Fyfe:
Local vs global interactions in clustering algorithms: Advances over K-means. Int. J. Knowl. Based Intell. Eng. Syst. 12(2): 83-99 (2008) - [j43]Colin Fyfe, Gayle Leen, Lakhmi C. Jain, Steve Thatcher:
A stochastic process formulation of learning in cooperative agents. Multiagent Grid Syst. 4(4): 401-414 (2008) - [j42]Jinsong Leng, Colin Fyfe, Lakhmi C. Jain:
Simulation and reinforcement learning with soccer agents. Multiagent Grid Syst. 4(4): 415-436 (2008) - [j41]Ying Wu, Colin Fyfe, Pei Ling Lai:
Two forms of immediate reward reinforcement learning for exploratory data analysis. Neural Networks 21(6): 847-855 (2008) - [j40]Nicolás García-Pedrajas, Colin Fyfe:
Evolving Output Codes for Multiclass Problems. IEEE Trans. Evol. Comput. 12(1): 93-106 (2008) - [c94]Pei Ling Lai, Colin Fyfe:
Bregman Divergences and Multi-dimensional Scaling. ICONIP (2) 2008: 935-942 - [c93]Eunsong Jang, Colin Fyfe, Hanseok Ko:
Bregman Divergences and the Self Organising Map. IDEAL 2008: 452-458 - [c92]Hokun Kim, Colin Fyfe, Hanseok Ko:
Feature Locations in Images. IDEAL 2008: 459-463 - [c91]Colin Fyfe, Tseng Wen-Ching, Wu Chia-Ti, Chien Shih-Yu, Pei Ling Lai:
A topology preserving mapping for face recognition. IJCNN 2008: 1964-1968 - [p1]Colin Fyfe:
Topographic Maps for Clustering and Data Visualization. Computational Intelligence: A Compendium 2008: 111-153 - [e2]Colin Fyfe, Dongsup Kim, Soo-Young Lee, Hujun Yin:
Intelligent Data Engineering and Automated Learning - IDEAL 2008, 9th International Conference, Daejeon, South Korea, November 2-5, 2008, Proceedings. Lecture Notes in Computer Science 5326, Springer 2008, ISBN 978-3-540-88905-2 [contents] - 2007
- [j39]Colin Fyfe:
Two topographic maps for data visualisation. Data Min. Knowl. Discov. 14(2): 207-224 (2007) - [j38]Nicolás García-Pedrajas, Colin Fyfe:
Immune network based ensembles. Neurocomputing 70(7-9): 1155-1166 (2007) - [j37]Nicolás García-Pedrajas, César Ignacio García-Osorio, Colin Fyfe:
Nonlinear Boosting Projections for Ensemble Construction. J. Mach. Learn. Res. 8: 1-33 (2007) - [c90]Colin Fyfe, Pei Ling Lai:
Immediate Reward Reinforcement Learning for Projective Kernel Methods. ESANN 2007: 307-312 - [c89]Leo Galway, Darryl Charles, Michaela M. Black, Colin Fyfe:
Temporal Difference Control within a Dynamic Environment. GAMEON 2007: 42-47 - [c88]Ying Wu, Colin Fyfe, Pei Ling Lai:
Stochastic Weights Reinforcement Learning for Exploratory Data Analysis. ICANN (1) 2007: 668-676 - [c87]Colin Fyfe, Wei Chuang Ooi, Hanseok Ko:
Visualising and Clustering Video Data. IDEAL 2007: 335-344 - [c86]Wesam Barbakh, Colin Fyfe:
Clustering with Reinforcement Learning. IDEAL 2007: 507-516 - [c85]Pei Ling Lai, Colin Fyfe:
Reinforcement Learning for Topographic Mappings. IJCNN 2007: 1354-1359 - [c84]Colin Fyfe, Pei Ling Lai:
Reinforcement Learning Reward Functions for Unsupervised Learning. ISNN (1) 2007: 397-402 - [c83]Jinsong Leng, Colin Fyfe, Lakhmi C. Jain:
Reinforcement Learning of Competitive Skills with Soccer Agents. KES (1) 2007: 572-579 - [c82]Jinsong Leng, Lakhmi C. Jain, Colin Fyfe:
Convergence Analysis on Approximate Reinforcement Learning. KSEM 2007: 85-91 - 2006
- [j36]Colin Fyfe, Lakhmi C. Jain:
Teams of intelligent agents which learn using artificial immune systems. J. Netw. Comput. Appl. 29(2-3): 147-159 (2006) - [c81]Benoit Chaperot, Colin Fyfe:
Improving Artificial Intelligence In a Motocross Game. CIG 2006: 181-186 - [c80]Colin Fyfe, Gayle Leen:
Stochastic Processes for Canonical Correlation Analysis. ESANN 2006: 245-250 - [c79]Marian Pena, Colin Fyfe:
Outlier identification with the Harmonic Topographic Mapping. ESANN 2006: 289-294 - [c78]Gayle Leen, Colin Fyfe:
A Gaussian process latent variable model formulation of canonical correlation analysis. ESANN 2006: 413-418 - [c77]Nicolás García-Pedrajas, Colin Fyfe:
Immune Network based Ensembles. ESANN 2006: 437-442 - [c76]Pei Ling Lai, Gayle Leen, Colin Fyfe:
The Sphere-Concatenate Method for Gaussian Process Canonical Correlation Analysis. ICANN (2) 2006: 302-310 - [c75]Colin Fyfe, Gayle Leen:
Two Methods for Sparsifying Probabilistic Canonical Correlation Analysis. ICONIP (1) 2006: 361-370 - [c74]Marian Pena, Colin Fyfe:
The Topographic Neural Gas. IDEAL 2006: 241-248 - [c73]Wesam Barbakh, Malcolm K. Crowe, Colin Fyfe:
A Family of Novel Clustering Algorithms. IDEAL 2006: 283-290 - [c72]Pei Ling Lai, Gayle Leen, Colin Fyfe:
A Comparison of Stochastic Processes and Artificial Neural Networks for Canonical Correlation Analysis. IJCNN 2006: 1073-1077 - [c71]Pei Ling Lai, Colin Fyfe:
A Latent Variable Implementation of Canonical Correlation Analysis for Data Visualisation. IJCNN 2006: 1143-1149 - [c70]Colin Fyfe, Tzai-Der Wang, Shang Jen Chuang:
Comparing Gaussian Processes and Artificial Neural Networks for Forecasting. JCIS 2006 - [c69]Jinsong Leng, Colin Fyfe, Lakhmi C. Jain:
Teamwork and Simulation in Hybrid Cognitive Architecture. KES (2) 2006: 472-478 - [c68]Steve Thatcher, Colin Fyfe:
Twinned Topographic Maps for Decision Making in the Cockpit. KES (2) 2006: 508-514 - [c67]Tzai-Der Wang, Colin Fyfe:
Simulation of Cooperation for Price Competition in Oligopolies. SEAL 2006: 718-725 - [e1]Emilio Corchado, Hujun Yin, Vicente J. Botti, Colin Fyfe:
Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings. Lecture Notes in Computer Science 4224, Springer 2006, ISBN 3-540-45485-3 [contents] - 2005
- [b2]Colin Fyfe:
Hebbian Learning and Negative Feedback Networks. Advanced Information and Knowledge Processing, Springer 2005, ISBN 978-1-85233-883-1, pp. 1-313 - [j35]César Ignacio García-Osorio, Colin Fyfe:
The combined use of self-organizing maps and andrews' curves. Int. J. Neural Syst. 15(3): 197-206 (2005) - [j34]César Ignacio García-Osorio, Colin Fyfe:
Regaining sparsity in kernel principal components. Neurocomputing 67: 398-402 (2005) - [j33]César Ignacio García-Osorio, Colin Fyfe:
Visualization of High-dimensional Data via Orthogonal Curves. J. Univers. Comput. Sci. 11(11): 1806-1819 (2005) - [c66]Colin Fyfe:
Incrementally Learned Subjectivist Probabilities in Games. CIG 2005 - [c65]Gayle Leen, Colin Fyfe:
Training an AI Player to play Pong Using the GTM. CIG 2005 - [c64]Oleksiy Dekhtyarenko, Valery Tereshko, Colin Fyfe:
Phase transition in sparse associative neural networks. ESANN 2005: 387-392 - [c63]Colin Fyfe:
The Topographic Product of Experts. ICANN (1) 2005: 397-402 - [c62]Colin Fyfe:
Local vs Global Models in Pong. ICANN (2) 2005: 975-980 - 2004
- [j32]Iain Hossack, Douglas Robertson, Peter Tucker, Andrew Hursthouse, Colin Fyfe:
A Gis And Web-Based Decision Support Tool For The Management Of Urban Soils. Cybern. Syst. 35(4): 499-509 (2004) - [j31]Emilio Corchado, Donald MacDonald, Colin Fyfe:
Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit. Data Min. Knowl. Discov. 8(3): 203-225 (2004) - [j30]Colin Fyfe:
Dynamic Strategy Creation and Selection Using Artificial Immune Systems. Int. J. Intell. Games Simul. 3(1): 1-6 (2004) - [j29]Ying Han, Emilio Corchado, Colin Fyfe:
Forecasting using twinned principal curves and twinned self-organising maps. Neurocomputing 57: 37-47 (2004) - [j28]Emilio Corchado, Donald MacDonald, Colin Fyfe:
Internet agents who structure concept formation using kernel self-organising maps. Int. J. Web Eng. Technol. 1(4): 427-436 (2004) - [j27]Zhenkun Gou, Colin Fyfe:
A canonical correlation neural network for multicollinearity and functional data. Neural Networks 17(2): 285-293 (2004) - [j26]Jos Koetsier, Ying Han, Colin Fyfe:
Twinned principal curves. Neural Networks 17(3): 399-409 (2004) - [c61]César Ignacio García-Osorio, Jesús Maudes, Colin Fyfe:
Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps. ESANN 2004: 477-482 - [c60]Tzai-Der Wang, Colin Fyfe:
Traffic Jams: An Evolutionary Investigation. IAT 2004: 381-384 - [c59]Jos Koetsier, Emilio Corchado, Donald MacDonald, Juan M. Corchado, Colin Fyfe:
Kernel Maximum Likelihood Hebbian Learning. International Conference on Computational Science 2004: 650-653 - [c58]Emilio Corchado, Colin Fyfe, Lourdes Sáiz Bárcena, Ana María Lara Palma:
Development of a Global and Integral Model of Business Management Using an Unsupervised Model. IDEAL 2004: 499-504 - [c57]Gayle Leen, Colin Fyfe:
Agent Wars with Artificial Immune Systems. ICEC 2004: 420-428 - [c56]Donald MacDonald, Colin Fyfe:
Strategy Selection in Games Using Co-evolution Between Artificial Immune Systems. ICEC 2004: 445-450 - [c55]Colin Fyfe:
Dual Stream Artificial Neural Networks. KES 2004: 16-17 - [c54]Steve Thatcher, Lakhmi C. Jain, Colin Fyfe:
An Intelligent Aircraft Landing Support System. KES 2004: 74-79 - [c53]Donald MacDonald, Emilio Corchado, Colin Fyfe:
Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning. MICAI 2004: 282-291 - [c52]Donald MacDonald, Jos Koetsier, Emilio Corchado, Colin Fyfe, Juan M. Corchado:
A Kernel Method for Classification. MICAI 2004: 823-832 - 2003
- [j25]Emilio Corchado, Colin Fyfe:
An Extension of epsilon-Insensitive Hebbian Learning to Form a Non-Interfering Basis. Int. J. Comput. Intell. Appl. 3(3): 281-296 (2003) - [j24]Emilio Corchado, Colin Fyfe:
Connectionist Techniques For The Identification And Suppression Of Interfering Underlying Factors. Int. J. Pattern Recognit. Artif. Intell. 17(8): 1447-1466 (2003) - [j23]Emilio Corchado, Ying Han, Colin Fyfe:
Structuring global responses of local filters using lateral connections. J. Exp. Theor. Artif. Intell. 15(4): 473-487 (2003) - [c51]Emilio Corchado, Colin Fyfe:
Relevance and Kernel Self-Organising Maps. ICANN 2003: 280-290 - [c50]Juan M. Corchado, Emilio Corchado, Jim Aiken, Colin Fyfe, Florentino Fernández Riverola, Manuel Gonzalez:
Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems. ICCBR 2003: 107-121 - [c49]Emilio Corchado, Colin Fyfe:
Initialising Self-Organising Maps. IDEAL 2003: 161-168 - [c48]Emilio Corchado, Colin Fyfe:
Progressive Concept Formation in Self-Organising Maps. IWANN (1) 2003: 326-333 - 2002
- [j22]Colin Fyfe, Juan M. Corchado:
A comparison of Kernel methods for instantiating case based reasoning systems. Adv. Eng. Informatics 16(3): 165-178 (2002) - [j21]Ying Han, Colin Fyfe:
Finding Underlying Factors in Timeseries. Cybern. Syst. 33(4): 297-323 (2002) - [j20]Emilio Corchado, Colin Fyfe:
Extraction of Independent Causes Using Lateral Connections. Int. J. Comput. Intell. Appl. 2(2): 115-130 (2002) - [j19]Colin Fyfe, Donald MacDonald:
epsilon-insensitive Hebbian learning. Neurocomputing 47(1-4): 35-57 (2002) - [j18]Darryl Charles, Colin Fyfe, Donald MacDonald, Jos Koetsier:
Unsupervised neural networks for the identification of minimum overcomplete basis in visual data. Neurocomputing 47(1-4): 119-143 (2002) - [j17]Colin Fyfe, Bogdan Gabrys:
Guest editorial introduction. Knowl. Based Syst. 15(1-2): 1-2 (2002) - [c47]Emilio Corchado, Colin Fyfe:
Identification of Visual Features Using a Neural Version of Exploratory Projection Pursuit. AICS 2002: 150-157 - [c46]Donald MacDonald, Colin Fyfe:
Clustering in data space and feature space. ESANN 2002: 137-142 - [c45]Colin Fyfe, Emilio Corchado:
Maximum likelihood Hebbian rules. ESANN 2002: 143-148 - [c44]Ying Han, Colin Fyfe:
Forecasting using twinned principal curves. ESANN 2002: 471-476 - [c43]Jos Koetsier, Donald MacDonald, Darryl Charles, Colin Fyfe:
Exploratory Correlation Analysis. ESANN 2002: 483-488 - [c42]