Plamen P. Angelov

Júlio Trevisan, Plamen P. Angelov, Andrew D. Scott, Paul L. Carmichael, Francis L. Martin: IRootLab: a free and open-source MATLAB toolbox for vibrational biospectroscopy data analysis. Bioinformatics 29(8): 1095-1097 (2013)

Plamen P. Angelov, Ronald R. Yager: Density-based averaging - A new operator for data fusion. Inf. Sci. 222: 163-174 (2013)

Javier Andreu, Plamen P. Angelov: Towards generic human activity recognition for ubiquitous applications. J. Ambient Intelligence and Humanized Computing 4(2): 155-156 (2013)

Javier Andreu, Plamen P. Angelov: An evolving machine learning method for human activity recognition systems. J. Ambient Intelligence and Humanized Computing 4(2): 195-206 (2013)

Plamen P. Angelov, Ronald R. Yager: A new type of simplified fuzzy rule-based system. Int. J. General Systems 41(2): 163-185 (2012)

José Antonio Iglesias, Plamen P. Angelov, Agapito Ledezma, Araceli Sanchís: Creating Evolving User Behavior Profiles Automatically. IEEE Trans. Knowl. Data Eng. 24(5): 854-867 (2012)

Rashmi Dutta Baruah, Plamen P. Angelov: Evolving local means method for clustering of streaming data. FUZZ-IEEE 2012: 1-8

Pouria Sadeghi-Tehran, Ana Belén Cara, Plamen P. Angelov, Héctor Pomares, Ignacio Rojas, Alberto Prieto: Self-evolving parameter-free Rule-based Controller. FUZZ-IEEE 2012: 1-8

Azman Ali, David Hutchison, Plamen P. Angelov, Paul Smith: Adaptive resilience for computer networks: Using online fuzzy learning. ICUMT 2012: 772-778

Plamen P. Angelov, Chirag Gude, Pouria Sadeghi-Tehran, Tsvetan Ivanov: ARTOT: Autonomous real-time object detection and tracking by a moving camera. IEEE Conf. of Intelligent Systems 2012: 446-452

Edwin Lughofer, Plamen P. Angelov: Handling drifts and shifts in on-line data streams with evolving fuzzy systems. Appl. Soft Comput. 11(2): 2057-2068 (2011)

Plamen P. Angelov, Pouria Sadeghi-Tehran, Ramin Ramezani: An approach to automatic real-time novelty detection, object identification, and tracking in video streams based on recursive density estimation and evolving Takagi-Sugeno fuzzy systems. Int. J. Intell. Syst. 26(3): 189-205 (2011)

José de Jesús Rubio, Plamen P. Angelov, Jaime Pacheco: Uniformly Stable Backpropagation Algorithm to Train a Feedforward Neural Network. IEEE Transactions on Neural Networks 22(3): 356-366 (2011)

Plamen P. Angelov: Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(4): 898-910 (2011)

Rashmi Dutta Baruah, Plamen P. Angelov: Evolving fuzzy systems for data streams: a survey. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 1(6): 461-476 (2011)

Javier Andreu, Rashmi Dutta Baruah, Plamen P. Angelov: Automatic scene recognition for low-resource devices using evolving classifiers. FUZZ-IEEE 2011: 2779-2785

Javier Andreu, Rashmi Dutta Baruah, Plamen P. Angelov: Real time recognition of human activities from wearable sensors by evolving classifiers. FUZZ-IEEE 2011: 2786-2793

Plamen P. Angelov: Autonomous Learning Machines - Generating Rules from Data Streams. IJCCI (NCTA) 2011: 21

Rashmi Dutta Baruah, Plamen P. Angelov, Javier Andreu: Simpl_eClass: Simplified potential-free evolving fuzzy rule-based classifiers. SMC 2011: 2249-2254

Plamen P. Angelov, Dimitar P. Filev, Nikola K. Kasabov: Editorial. Evolving Systems 1(1): 1-2 (2010)

José Antonio Iglesias, Plamen P. Angelov, Agapito Ledezma, Araceli Sanchís: Evolving classification of agents' behaviors: a general approach. Evolving Systems 1(3): 161-171 (2010)

José Antonio Iglesias, Plamen P. Angelov, Agapito Ledezma, Araceli Sanchís: Human Activity Recognition Based on Evolving Fuzzy Systems. Int. J. Neural Syst. 20(5): 355-364 (2010)

Simon McDonald, Plamen P. Angelov: Evolving takagi sugeno modelling with memory for slow processes. KES Journal 14(1): 11-19 (2010)

Plamen P. Angelov, Arthur K. Kordon: Adaptive Inferential Sensors Based on Evolving Fuzzy Models. IEEE Transactions on Systems, Man, and Cybernetics, Part B 40(2): 529-539 (2010)

José Antonio Iglesias, Plamen P. Angelov, Agapito Ledezma, Araceli Sanchís: Human Activity Recognition in Intelligent Home Environments: An Evolving Approach. ECAI 2010: 1047-1048

Javier Andreu, Plamen P. Angelov: Real-time human activity recognition from wireless sensors using evolving fuzzy systems. FUZZ-IEEE 2010: 1-8

Javier Andreu, Plamen P. Angelov: Forecasting time-series for NN GC1 using Evolving Takagi-Sugeno (eTS) Fuzzy Systems with on-line inputs selection. FUZZ-IEEE 2010: 1-5

José Antonio Iglesias, Plamen P. Angelov, Agapito Ledezma, Araceli Sanchís: User modeling: Through statistical analysis and an evolving classifier. FUZZ-IEEE 2010: 1-8

Pouria Sadeghi-Tehran, Plamen P. Angelov, Ramin Ramezani: A Fast Recursive Approach to Autonomous Detection, Identification and Tracking of Multiple Objects in Video Streams under Uncertainties. IPMU (2) 2010: 30-43

Plamen P. Angelov, Ronald R. Yager: A simple fuzzy rule-based system through vector membership and kernel-based granulation. IEEE Conf. of Intelligent Systems 2010: 349-354

Edwin Lughofer, Plamen P. Angelov: Detecting and Reacting on Drifts and Shifts in On-Line Data Streams with Evolving Fuzzy Systems. IFSA/EUSFLAT Conf. 2009: 931-937

Plamen P. Angelov: Evolving Fuzzy Systems. Encyclopedia of Complexity and Systems Science 2009: 3242-3255

Plamen P. Angelov, Edwin Lughofer, Xiaowei Zhou: Evolving fuzzy classifiers using different model architectures. Fuzzy Sets and Systems 159(23): 3160-3182 (2008)

Plamen P. Angelov: Evolving fuzzy systems. Scholarpedia 3(2): 6274 (2008)

Plamen P. Angelov, Dimitar Filev, Nikola K. Kasabov: Guest Editorial Evolving Fuzzy Systems - Preface to the Special Section. IEEE T. Fuzzy Systems 16(6): 1390-1392 (2008)

Plamen P. Angelov, Xiaowei Zhou: Evolving Fuzzy-Rule-Based Classifiers From Data Streams. IEEE T. Fuzzy Systems 16(6): 1462-1475 (2008)

Simon McDonald, Costas S. Xydeas, Plamen P. Angelov: A Retrospective Comparative Study of Three Data Modelling Techniques in Anticoagulation Therapy. BMEI (1) 2008: 219-225

Simon McDonald, Costas S. Xydeas, Plamen P. Angelov: Decision Support Systems: Improving Levels of Care and Lowering Costs in Anticoagulation Therapy. eHealth 2008: 175-178

Plamen P. Angelov, Xiaowei Zhou: On line learning fuzzy rule-based system structure from data streams. FUZZ-IEEE 2008: 915-922

Plamen P. Angelov, Ramin Ramezani, Xiaowei Zhou: Autonomous novelty detection and object tracking in video streams using evolving clustering and Takagi-Sugeno type neuro-fuzzy system. IJCNN 2008: 1456-1463

Plamen P. Angelov, Cosmin Danut Bocaniala, Costas S. Xydeas, Charles Patchett, Daren Ansell, Michael Everett, Gang Leng: A Passive Approach to Autonomous Collision Detection and Avoidance. UKSim 2008: 64-69

Edwin Lughofer, Plamen P. Angelov, Xiaowei Zhou: Evolving Single- and Multi-Model Fuzzy Classifiers with FLEXFIS-Class. FUZZ-IEEE 2007: 1-6

Plamen P. Angelov, Xiaowei Zhou, Dimitar Filev, Edwin Lughofer: Architectures for evolving fuzzy rule-based classifiers. SMC 2007: 2050-2055

José J. Macias-Hernandez, Plamen P. Angelov, Xiaowei Zhou: Soft sensor for predicting crude oil distillation side streams using evolving takagi-sugeno fuzzy models. SMC 2007: 3305-3310

Plamen P. Angelov, Xiaowei Zhou: Evolving Fuzzy Classifier for Novelty Detection and Landmark Recognition by Mobile Robots. Mobile Robots 2007: 89-118

Costas S. Xydeas, Plamen P. Angelov, Shih-Yang Chiao, M. Reoullas: Advances in classification of EEG signals via evolving fuzzy classifiers and dependant multiple HMMs. Comp. in Bio. and Med. 36(10): 1064-1083 (2006)

Plamen P. Angelov, Costas S. Xydeas: Fuzzy systems design: direct and indirect approaches. Soft Comput. 10(9): 836-849 (2006)

Frank Klawonn, Plamen P. Angelov: Evolving Extended Naive Bayes Classifiers. ICDM Workshops 2006: 643-647

Plamen P. Angelov: An approach for fuzzy rule-base adaptation using on-line clustering. Int. J. Approx. Reasoning 35(3): 275-289 (2004)

Plamen P. Angelov, Dimitar Filev: Flexible models with evolving structure. Int. J. Intell. Syst. 19(4): 327-340 (2004)

Plamen P. Angelov: A fuzzy controller with evolving structure. Inf. Sci. 161(1-2): 21-35 (2004)

Plamen P. Angelov: An evolutionary approach to fuzzy rule-based model synthesis using indices for rules. Fuzzy Sets and Systems 137(3): 325-338 (2003)

Plamen P. Angelov, Richard A. Buswell: Automatic generation of fuzzy rule-based models from data by genetic algorithms. Inf. Sci. 150(1-2): 17-31 (2003)

Plamen P. Angelov, Y. Zhang, Jonathan A. Wright, V. I. Hanby, Richard A. Buswell: Automatic Design Synthesis and Optimization of Component-Based Systems by Evolutionary Algorithms. GECCO 2003: 1938-1950

Plamen P. Angelov, Dimitar Filev: On-line Design of Takagi-Sugeno Models. IFSA 2003: 576-584

Plamen P. Angelov, Richard A. Buswell: Identification of evolving fuzzy rule-based models. IEEE T. Fuzzy Systems 10(5): 667-677 (2002)

Richard A. Buswell, Plamen P. Angelov, Jonathan A. Wright: Transparency and simplification of rule-based models for on-line adaptation. EUSFLAT Conf. 2001: 324-327