Plamen P Angelov
Plamen P Angelov
Professor, Chair in Intelligent Systems, School of Computing and Communications, Lancaster
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An approach to online identification of Takagi-Sugeno fuzzy models
PP Angelov, DP Filev
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004
Evolving fuzzy-rule-based classifiers from data streams
PP Angelov, X Zhou
Ieee transactions on fuzzy systems 16 (6), 1462-1475, 2008
Evolving intelligent systems: methodology and applications
P Angelov, DP Filev, N Kasabov
John Wiley & Sons, 2010
Evolving rule-based models: a tool for design of flexible adaptive systems
PP Angelov
Physica, 2013
Optimization in an intuitionistic fuzzy environment
PP Angelov
Fuzzy sets and Systems 86 (3), 299-306, 1997
Simpl_eTS: A simplified method for learning evolving Takagi-Sugeno fuzzy models
P Angelov, D Filev
The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ'05 …, 2005
Evolving fuzzy systems from Data Streams in Real-time
P Angelov, X Zhou
2006 International Symposium on Evolving Fuzzy Systems, 29-35, 2006
Evolving Fuzzy Systems from Data Streams in Real-time
P Angelov, X Zhou
International Symposium on Evolving Fuzzy Systems, 29-35, 2006
Autonomous learning systems: from data streams to knowledge in real-time
P Angelov
John Wiley & Sons, 2012
PANFIS: A novel incremental learning machine
M Pratama, SG Anavatti, PP Angelov, E Lughofer
IEEE Transactions on Neural Networks and Learning Systems 25 (1), 55-68, 2013
Extracting biological information with computational analysis of Fourier-transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives
J Trevisan, PP Angelov, PL Carmichael, AD Scott, FL Martin
Analyst 137 (14), 3202-3215, 2012
Evolving fuzzy classifiers using different model architectures
P Angelov, E Lughofer, X Zhou
Fuzzy sets and systems 159 (23), 3160-3182, 2008
An approach for fuzzy rule-base adaptation using on-line clustering
P Angelov
International Journal of Approximate Reasoning 35 (3), 275-289, 2004
Evolving takagi-sugeno fuzzy systems from streaming data (eTS+)
P Angelov
Evolving intelligent systems: methodology and applications 12, 21, 2010
Handling drifts and shifts in on-line data streams with evolving fuzzy systems
E Lughofer, P Angelov
Applied Soft Computing 11 (2), 2057-2068, 2011
An overview on fault diagnosis and nature-inspired optimal control of industrial process applications
RE Precup, P Angelov, BSJ Costa, M Sayed-Mouchaweh
Computers in Industry 74, 75-94, 2015
A new type of simplified fuzzy rule-based system
P Angelov, R Yager
International Journal of General Systems 41 (2), 163-185, 2012
Identification of evolving fuzzy rule-based models
P Angelov, R Buswell
IEEE Transactions on Fuzzy Systems 10 (5), 667-677, 2002
Advances in intelligent systems and computing
N Shakhovska
Springer International Pu, 2017
Creating evolving user behavior profiles automatically
JA Iglesias, P Angelov, A Ledezma, A Sanchis
IEEE Transactions on Knowledge and Data Engineering 24 (5), 854-867, 2011
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