Professor Plamen Angelov

Professor

Profile

Professor Angelov is a Chair in Intelligent Systems and leads the Intelligent Systems Research within the School of Computing and Communications which is based in Infolab21. He received MEng (1989) and PhD (1993) degree from Sofia Technical University and Bulgarian Academy of Sciences (BAS) respectively and spent ten years as a research fellow in BAS, University of Leuven-la-neuve, Belgium, Loughborough University, UK prior to joining Lancaster University in 2003 as a Lecturer. He held Visiting Professor positions in various Universities (Campinas, Brazil – 2005; University of Wolfenbuetel, Germany 2007; Carlos III, Madrid, Spain – 2010).

He is the founding Chair of the Technical Committe (TC) on Evolving Intelligent Systems with Systems, Man and Cybernetics Society, IEEE. He is a co-recipient of several best paper awards at IEEE conferences (2006 and 2009, 2012, 2013) and of two prestigious Engineer 2008 Technology + Innovation awards for Aerospace and Defence and the Special Award as well as the Outstanding Contributions Award by IEEE and INNS (2013). Professor Angelov is Editor-in-Chief of the Springer journal Evolving Systems (ISSN 1868-6478) and Associate Editor (AE) of prestigious IEEE Transactions on Fuzzy Systems and of Elsevier’s Fuzzy Sets and Systems journal as well as AE of several other journals in the area of computational intelligence. He was the General Chair of a dozen high profile IEEE conferences, including the the premier event in the area of neural networks – International Joint Conference on Neural Networks (IJCNN-2013), the premier conference in the area of fuzzy systems, FUZZ-IEEE 2014 (Beijing, 2014), the premier conference in the area of Cybernetics, CYBCONF-2013, Laussanne, Switzerland, 2013 as well the annual IEEE Symposium on Evolving and Adaptive Intelligent Systems. Professor Angelov is regularly invited to join International Programme Committees of prestigious IEEE, IFAC, IFSA etc. conferences as well as to give key note, plenary and invited talks at prestigious conferences, leading companies and events. He also regularly organises tutorials, special sessions and sits on panels at leading IEEE conferences.

Professor Angelov is a prolific author with high impact publications. He authored or co-authored over 200 publications including over 50 peer reviewed journal papers including many IEEE Transactions articles, high impact papers in journals such as Nature protocols, Analyst, etc. He also authored six books, including one monograph (Springer, 2002) and second being accepted (to appear in 2012 by Wiley). He authored three patent applications one of which was licensed to the Global giant Ford Motor Co. (2011) and used in a refinery (CEPSA) in Spain, in the chemical plants of The Dow Chemical, TX, USA and other companies. His papers are highly cited (overall they collect well over 3000 citations with his most cited paper alone collecting over 500 citations making it one of the 0.01% most cited publications in Computing and Engineering areas according to ISI World of Science; his so called ‘h-index’ is 27 with over 100 citations pa and over 10 publications pa on average).

Professor Angelov holds a portfolio of research projects and attracted since he joined Lancaster University well over £1M of research funding (over £200K pa for the last five years; over £130K pa if take into account the Principle Investigator, PI/co-investigator(s), co-I(s) split). He was awarded in total over a dozen research projects, some of which were very large consortia (e.g. £32M ASTREA, £9M GAMMA, £1.3M SVETLANA) were the above mentioned figures are the share of Lancaster University. For the last five years he was awarded on average about 2 projects pa with source of funding including EPSRC, EU FP7, MoD, DTI/BIS, industry (BAE Systems), The Royal Society, etc.

Professor Angelov has currently eight PhD students (four of which are in writing up stage) and two RAs and four awarded PhDs. In addition he regularly hosts visiting PhD students (from Spain, Slovenia, Brazil), postdocs (Slovenia, Austria) and professors (Germany) funded by The Royal Society or their home research agencies. In the past Professor Angelov supervised half a dozen other RAs. He supervised several dozens of Master and undergraduate students many of whom received distinction and prestigious awards (IEEE, Nokia) and published their first publications at prestigious IEEE events before or just after their graduation. He is regularly invited to serve as external examiner in Universities around the world, including Oxford, Barcelona, Patras, Auckland, Seville, Essex, Leicester, London. Dr Angelov was invited to review research project proposals by various research organisations from UK, Canada, Austria, Greece, Bulgaria.

The research activity of Professor Angelov has been publicised in the prestigious IEEE Magazine (2009), Aviation Week (2009), Flight Global (2008), Airframer (2007), Lancaster University Annual Report (2011, p.43) and other journals (Fuzzy Sets and Systems, 1999) and outlets (EUNITE, 2001)

Soft Computing Applied to Swarm Robotics
Nedjah, N., Angelov, P., Castillo, O., de Macedo Mourelle, L., Wang, C. 08/2017 In: Applied Soft Computing. 57, 2 p.
Editorial

A Cascade of Deep Learning Fuzzy Rule-based Image Classifier and SVM
Angelov, P.P., Gu, X. 25/05/2017 In: IEEE SMC 2017 . IEEE
Conference contribution

AURORA: autonomous real-time on-board video analytics
Angelov, P., Sadeghi Tehran, P., Clarke, C. 05/2017 In: Neural Computing and Applications. 28, 5, p. 855-865. 11 p.
Journal article

MICE: Multi-layer multi-model images classifier ensemble
Angelov, P.P., Gu, X. 22/04/2017 In: The 3rd IEEE International Conference on Cybernetics. IEEE
Conference contribution

Cybernetics of the mind: learning individual's perceptions autonomously
Angelov, P.P., Gu, X., Iglesias, J., Ledezma, A., Sanchis, A., Sipele, O., Ramezani, R. 17/04/2017 In: IEEE Systems, Man, and Cybernetics Magazine. 3, 2, p. 6-17. 12 p.
Journal article

Empirical data analytics
Angelov, P.P., Gu, X., Kangin, D. 21/03/2017 In: International Journal of Intelligent Systems. 24 p.
Journal article

Fully online clustering of evolving data streams into arbitrarily shaped clusters
Hyde, R., Angelov, P., MacKenzie, A.R. 03/2017 In: Information Sciences. 382-383, p. 96-114. 19 p.
Journal article

Fast Feedforward Non-parametric Deep Learning Network with Automatic Feature Extraction
Angelov, P.P., Gu, X., Principe, J. 27/02/2017
Conference paper

Autonomous Learning Multi-Model Classifier of 0-Order (ALMMo-0)
Angelov, P.P., Gu, X. 24/02/2017 In: IEEE Conference on Evolving and Adaptive Intelligent Systems 2017.
Conference contribution

Autonomous anomaly detection
Gu, X., Angelov, P.P. 24/02/2017 In: IEEE Conference on Evolving and Adaptive Intelligent Systems.
Conference contribution

A comprehensive review on handcrafted and learning-based action representation approaches for human activity recognition
Bux, A., Angelov, P.P., Habib, Z. 23/01/2017 In: Applied Sciences. 7, 1, 37 p.
Journal article

Look-a-like: a fast content-based image retrieval approach using a hierarchically nested dynamically evolving image clouds and recursive local data density
Angelov, P., Sadeghi Tehran, P. 01/2017 In: International Journal of Intelligent Systems. 32, 1, p. 82-103. 22 p.
Journal article

Local modes-based free-shape data partitioning
Angelov, P.P., Gu, X. 9/12/2016 In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE 8 p. ISBN: 9781509042418. Electronic ISBN: 9781509042401.
Conference contribution

An evolving approach to unsupervised and Real-Time fault detection in industrial processes
Gomes Bezerra, C., Costa, B.S.J., Guedes, L.A., Angelov, P.P. 30/11/2016 In: Expert Systems with Applications. 63, p. 134-144. 11 p.
Journal article

A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant
Andonovski, G., Angelov, P.P., Blazic, S., Skrjanc, I. 11/2016 In: Applied Soft Computing. 48, p. 29-38. 10 p.
Journal article

Parallel computing TEDA for high frequency streaming data clustering
Gu, X., Angelov, P.P., Gutierrez, G., Iglesias, J.A., Sanchi, A. 23/10/2016
Conference paper

Human action recognition from multiple views based on view-invariant feature descriptor using support vector machines
Bux, A., Angelov, P.P., Habib, Z. 21/10/2016 In: Applied Sciences. 6, 10, 14 p.
Journal article

Autonomously evolving classifier TEDAClass
Kangin, D., Angelov, P., Iglesias, J.A. 20/10/2016 In: Information Sciences. 366, p. 1-11. 11 p.
Journal article

Autonomous data-driven clustering for live data stream
Gu, X., Angelov, P.P. 9/10/2016 In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016). IEEE p. 1128-1135. 8 p. ISBN: 9781509018987. Electronic ISBN: 9781509018970.
Conference contribution

Empirical data analysis: a new tool for data analytics
Angelov, P.P., Gu, X., Principe, J., Kangin, D. 9/10/2016 In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE p. 52-59. 8 p. ISBN: 9781509018987. Electronic ISBN: 9781509018970.
Conference contribution

Advances in Computational Intelligence Systems: Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK
Angelov, P.P., Shen, Q., Jayne, C., Gegov, A. 7/09/2016 Springer. 508 p. ISBN: 9783319465616. Electronic ISBN: 9783319465623.
Book

Detecting anomalous behaviour using heterogeneous data
Mohd Ali, A., Angelov, P.P., Gu, X. 7/09/2016 In: Advances in Computational Intelligence Systems. Springer p. 253-276. 24 p. ISBN: 9783319465616. Electronic ISBN: 9783319465623.
Conference contribution

Vision based human activity recognition: a review
Bux, A., Angelov, P.P., Habib, Z. 7/09/2016 In: Advances in Computational Intelligence Systems. Springer p. 341-371. 30 p. ISBN: 9783319465616. Electronic ISBN: 9783319465623.
Conference contribution

A general purpose intelligent surveillance system for mobile devices using deep learning
Antoniou, A., Angelov, P.P. 24/07/2016 In: 2016 International Joint Conference on Neural Networks (IJCNN). Vancouver Canada : IEEE p. 2879-2886. 8 p. ISBN: 9781509006199, 9781509006205.
Conference contribution

Autonomous data density based clustering method
Angelov, P.P., Gu, X., Gutierrez, G., Iglesias, J.A., Sanchis, A. 24/07/2016
Conference paper

Unsupervised classification of data streams based on typicality and eccentricity data analytics
Costa, B.S.J., Bezerra, C.G., Guedes, L.A., Angelov, P.P. 24/07/2016 In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ). Vancouver Canada : IEEE p. 58-63. 6 p. ISBN: 9781509006250. Electronic ISBN: 9781509006267.
Conference contribution

Online evolving fuzzy rule-based prediction model for high frequency trading financial data stream
Gu, X., Angelov, P.P., Mohd Ali, A., Gruver, W.A., Gaydadjiev, G. 25/05/2016 In: Evolving and Adaptive Intelligent Systems (EAIS), 2016 IEEE Conference on. IEEE p. 169-175. 7 p. Electronic ISBN: 9781509025831.
Conference contribution

Handbook in computational intelligence
Angelov, P. 21/03/2016 World Scientific. 964 p. ISBN: 9789814675000 .
Book

Prediction of the attention area in ambient intelligence tasks
Shafi, J., Angelov, P.P., Umair, M. 3/02/2016 In: Innovative issues in intelligent systems. Berlin : Springer p. 33-56. 24 p. ISBN: 9783319272665. Electronic ISBN: 9783319272665.
Chapter

Co-ordinated Airborne Studies in the Tropics (CAST)
Harris, N.R.P., Carpenter, L.J., Lee, J.D., Vaughan, G., Filus, M.T., Jones, R.L., OuYang, B., Pyle, J.A., Robinson, A.D., Andrews, S.J., Lewis, A.C., Minaeian, J., Vaughan, A., Dorsey, J.R., Gallagher, M.W., Le Breton, M., Newton, R., Percival, C.J., Ricketts, H.M.A., Baugitte, S.J., Nott, G.J., Wellpott, A., Ashfold, M.J., Flemming, J., Butler, R., Palmer, P.I., Kaye, P.H., Stopford, C., Chemel, C., Boesch, H., Humpage, N., Vick, A., MacKenzie, A.R., Hyde, R., Angelov, P., Meneguz, E., Manning, A.J. 1/02/2016 In: Bulletin of the American Meteorological Society. 35 p.
Journal article

ARTOD: Autonomous Real Time Objects Detection by a moving camera using recursive density estimation
Sadeghi Tehran, P., Angelov, P. 28/01/2016 In: Novel applications of intelligent systems. Cham : Springer Verlag p. 123-138. 16 p. ISBN: 9783319141930. Electronic ISBN: 9783319141947.
Chapter

Imprecision and uncertainty in information representation and processing: new tools based on intuitionistic fuzzy sets and generalized nets
Angelov, P.P., Sotirov, S. 01/2016 Springer. 425 p. ISBN: 9783319263014. Electronic ISBN: 9783319263021.
Book

Analysis of adaptation law of the robust evolving cloud-based controller
Andonovski, G., Blazic, S., Angelov, P.P., Skrjanc, I. 3/12/2015 In: Proceedings 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE p. 1-7. 7 p.
Paper

Program and abstracts of 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)
Sayed-Mouchaweh, M., Fleury, A., Angelov, P.P., Lughofer, E., Iglesias, J.A. 3/12/2015
Proceedings

An overview on fault diagnosis and nature-inspired optimal control of industrial process applications
Precup, R., Angelov, P., Jales Costa, B.S., Sayed-Mouchaweh, M. 12/2015 In: Computers in Industry. 74, p. 75-94. 20 p.
Journal article

Synergy of computers, cognition, communication and control with industrial applications
Precup, R., Hellendoorn, H., Angelov, P. 12/2015 In: Computers in Industry. 74, 4 p.
Editorial

Edge flow
Morris, G., Angelov, P.P. 9/10/2015 In: Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE p. 1942-1948. 7 p.
Paper

SYSTEM STATE CLASSIFIER: United States Patent Application 20150278711
Angelov, P.P., Kolev, D.G., Markarian, G. 1/10/2015
Patent

Robust evolving cloud-based controller in normalized data space for heat-exchanger plant
Andonovski, G., Blazic, S., Angelov, P., Skrjanc, I. 09/2015 In: Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on. IEEE p. 1-7. 7 p.
Paper

Evolving classifier TEDAClass for big data
Kangin, D., Angelov, P.P., Iglesias, J.A., Sanchis, A. 10/08/2015 In: Procedia Computer Science. 53, p. 9-18. 10 p.
Journal article

A nested hierarchy of dynamically evolving clouds for big data structuring and searching
Angelov, P., Sadeghi Tehran, P. 8/08/2015 In: Procedia Computer Science. 53, p. 1-8. 8 p.
Journal article

A comparative study of autonomous learning outlier detection methods applied to fault detection
Bezerra, C.G., Costa, B.S.J., Guedes, L.A., Angelov, P.P. 08/2015 In: Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) . IEEE p. 1-7. 7 p.
Paper

Evolving clustering, classification and regression with TEDA
Kangin, D., Angelov, P.P. 12/07/2015 In: Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN). IEEE p. 1-8. 8 p.
Paper

Online fault detection based on typicality and eccentricity data analytics
Costa, B.S.J., Bezerra, C.G., Guedes, L.A., Angelov, P.P. 12/07/2015 In: Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN). IEEE p. 1-6. 6 p.
Paper

Typicality distribution function: a new density-based data analytics tool
Angelov, P. 12/07/2015 In: Neural Networks (IJCNN), 2015 International Joint Conference on. IEEE p. 1-8. 8 p.
Paper

A new online clustering approach for data in arbitrary shaped clusters
Hyde, R., Angelov, P. 24/06/2015 In: Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on . IEEE p. 228-233. 6 p.
Paper

Comparison approaches for identification of all-data cloud-based evolving systems
Blazic, S., Angelov, P., Skrjanc, I. 22/06/2015 In: IFAC ESCIT. IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control ESCIT 5 p.
Paper

Fully unsupervised fault detection and identification based on recursive density estimation and self-evolving cloud-based classifier
Costa, B.S.J., Angelov, P., Guedes, L.A. 20/02/2015 In: Neurocomputing. 150, A, p. 289-303. 15 p.
Journal article

A robust evolving cloud-based controller
Angelov, P., Skrjanc, I., Blazic, S. 21/01/2015 In: Springer Handbook of Computational Intelligence . Berlin : Springer p. 1435-1449. 15 p.
Chapter (peer-reviewed)

ATDT: Autonomous Template-based Detection and Tracking of objects from airborne camera
Sadeghi Tehran, P., Angelov, P. 2015 In: Intelligent Systems 2014. Springer p. 555-565. 11 p.
Paper

Incremental anomaly identification in flight data analysis by adapted one-class SVM method
Kolev, D., Suvorov, M., Morozov, E., Markarian, G., Angelov, P. 2015 In: Artificial neural networks. Springer p. 373-391. 19 p.
Paper

Intelligent Systems' 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland
Angelov, P., T. Atanassov, K., Doukovska, L., Hadjiski, M., Jotsov, V., Kacprzyk, J., Kasabov, N., Sotirov, S., Szmidt, E., Zadrozny, S. 2015
Proceedings

RDE with forgetting: an approximate solution for large values of k with an application to fault detection problems
Bezerra, C.G., Costa, B., Guedes, L.A., Angelov, P. 2015 In: Statistical learning and data sciences. Springer p. 169-178. 10 p.
Paper

Recursive SVM based on TEDA
Kangin, D., Angelov, P. 2015 In: Statistical learning and data sciences. Cham : Springer p. 156-168. 13 p.
Paper

A fully autonomous data density based clustering algorithm
Hyde, R., Angelov, P. 9/12/2014 In: Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on. Piscataway, N.J. : IEEE p. 116-123. 8 p.
Paper

RTSDE: recursive total-sum-distances-based density estimation approach and its application for autonomous real-time video analytics
Angelov, P., Wilding, A. 9/12/2014 In: 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Orlando, FL, USA : IEEE p. 81-86. 6 p.
Paper

Anomaly detection based on eccentricity analysis
Angelov, P. 12/2014 In: 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Orlando, FL, USA : IEEE Press p. 1-8. 8 p.
Paper

SARIVA: Smartphone App for Real-time Intelligent Video Analytics
Clarke, C., Angelov, P., Sadeghi Tehran, P., Yusuf, M. 31/10/2014 In: Journal of Automation, Mobile Robotics and Intelligent Systems. 8, 4, p. 15-19. 5 p.
Journal article

Data structuring and searching method and apparatus
Angelov, P., Sadeghi Tehran, P. 8/10/2014
Patent

Real-time novelty detection in video using background subtraction techniques: state of the art a practical review
Morris, G., Angelov, P. 8/10/2014 In: 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE Press p. 537-543 . 7 p.
Paper

Data density based clustering
Hyde, R., Angelov, P. 8/09/2014 In: Computational Intelligence (UKCI), 2014 14th UK Workshop on. IEEE p. 1-7. 7 p.
Paper

DEC: dynamically evolving clustering autonomous and its application to structure
Dutta Baruah, R., Angelov, P. 14/08/2014 In: IEEE Transactions on Cybernetics. 44, 9, p. 1619-1631. 13 p.
Journal article

Real-time fault detection using recursive density estimation
Costa, B.S.J., Angelov, P., Guedes, L.A. 08/2014 In: Journal of Control, Automation and Electrical Systems. 25, 4, p. 428-437. 10 p.
Journal article

Dynamically evolving fuzzy classifier for real-time classification of data streams
Dutta Baruah, R., Angelov, P., Baruah, D. 6/07/2014 In: Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on. IEEE p. 383-389. 7 p.
Paper

A new unsupervised approach to fault detection and identification
Costa, B., Angelov, P., Guedes, L.A. 07/2014 In: Neural Networks (IJCNN), 2014 International Joint Conference on. IEEE p. 1557-1564. 8 p.
Paper

Dynamically evolving clustering for data streams
Dutta Baruah, R., Angelov, P., Baruah, D. 2/06/2014 In: Proceedings 2014 IEEE Symposium on Evolving and Intelligent Systems, EAIS2014. IEEE Xplore p. 1-6. 6 p.
Paper

Robust evolving cloud-based PID control adjusted by gradient learning method
Skrjanc, I., Blazic, S., Angelov, P. 2/06/2014 In: Proceedings 2014 IEEE Symposium on Evolving and Intelligent Systems, EAIS-2014. IEEE Xplore p. 1-8. 8 p.
Paper

Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems
Angelov, P., Filev, D., Kasabov, N., Lughofer, E., Klement, E.P., Saminger-Platz, S. 06/2014
Proceedings

Symbol recognition with a new autonomously evolving classifier autoclass
Angelov, P., Kangin, D., Xiaowei, Z., Kolev, D. 06/2014 In: 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems. 9781479933471 : IEEE p. 1-6. 6 p.
Paper

Measuring similarity and improving stability in biomarker identification methods applied to Fourier-transform infrared (FTIR) spectroscopy
Trevisan, J., Park, J., Angelov, P., Ahmadzai, A., Gajjar, K., Scott, A.D., Carmichael, P.L., Martin, F. 04/2014 In: Journal of Biophotonics. 7, 3-4, p. 254-265. 12 p.
Journal article

Outside the box: an alternative data analytics frame-work
Angelov, P. 04/2014 In: Journal of Automation, Mobile Robotics and Intelligent Systems. 8, 2, p. 29-35. 7 p.
Journal article

PANFIS: a novel incremental learning machine
Pratama, M., G. Avanatti, S., Angelov, P., Lughofer, E. 01/2014 In: IEEE Transactions on Neural Networks. 25, 1, p. 55-68. 14 p.
Journal article

A real-time approach for autonomous detection and tracking of moving objects from UAV
Sadeghi Tehran, P., Clarke, C., Angelov, P. 2014 In: Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on. Piscataway, N. J. : IEEE p. 43-49. 7 p.
Paper

Towards an autonomous resilience strategy the implementation of a self evolving rate limiter
Ali, A., Hutchinson, D., Angelov, P., Smith, P. 9/09/2013 In: 13th UK Workshop on Computational Intelligence (UKCI), 2013 . Guildford, UK : UKCI 2013 p. 299-304. 6 p.
Paper

Incremental anomaly identification by adapted SVM method
Suvorov, M., Ivliev, S., Markarian, G., Kolev, D., Zvikhachevskiy, D., Angelov, P. 08/2013 In: International Joint Conference on Neural Networks, IJCNN-2013, Dallas, TX, USA, 3-9 August, 2013. Piscataway, N.J. : IEEE p. 1-8. 8 p.
Paper

Proceedings of the IEEE Conference on Cybernetics 2013
Angelov, P., Filev, D., MIllan, J.d.R., Abraham, A. 07/2013
Proceedings

Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems
Angelov, P., Kasabov, N., Filev, D. 04/2013
Proceedings

Towards generic human activity recognition for ubiquitous applications
Andreu, J., Angelov, P. 04/2013 In: Journal of Ambient Intelligence and Humanized Computing. 4, 2, 2 p.
Editorial

Density-based averaging - a new operator for data fusion
Angelov, P., Yager, R. 10/02/2013 In: Information Sciences. 222, p. 163-174. 12 p.
Journal article

A practical implementation of self-evolving cloud-based control of a pilot plant
Costa, B., Skrjanc, I., Blazic, S., Angelov, P. 2013 In: 2013 IEEE International Conference on Cybernetics, CYBCONF-2013, Lausanne, Switzerland13-15 June, 2013. Piscataway, N.J. : IEEE p. 7-12. 6 p.
Paper

ARFA: automated real-time flight data analysis using evolving clustering, classifiers and recursive density estimation
Kolev, D., Angelov, P., Markarian, G., Suvorov, M., Lysanov, S. 2013 In: Evolving and Adaptive Intelligent Systems (EAIS), 2013 IEEE Conference on. Piscataway, N.J. : IEEE Press p. 91-97. 7 p.
Paper

An evolving machine learning method for human activity recognition systems
Andreu, J., Angelov, P. 2013 In: Journal of Ambient Intelligence and Humanized Computing. 4, 2, p. 195-206. 12 p.
Journal article

Analysis of evolving social network: methods and results from cell phone data set case study
Dutta Baruah, R., Angelov, P. 2013 In: International Journal of Social Network Mining. 1, 3-4, p. 254-279. 26 p.
Journal article

OSA: one-class recursive SVM algorithm with negative samples for fault detection
Suvorov, M., Ivliev, S., Markarian, G., Kolev, D., Zvikhachevskiy, D., Angelov, P. 2013 In: Artificial neural networks and machine learning – ICANN 2013. Berlin : Springer Verlag p. 194-207. 14 p.
Paper

Online learning and prediction of data streams using dynamically evolving fuzzy approach
Dutta Baruah, R., Angelov, P. 2013 In: Proceedings of the 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2013). Piscataway, N.J. : IEEE p. 1-6. 6 p.
Paper

Proceedings of the 2013 International Joint Conference on Neural Networks
Angelov, P., Levine, D., Erdi, P. 2013
Proceedings

Robust evolving cloud-based controller for a hydraulic plant
Angelov, P., Skrjanc, I., Blazic, S. 2013 In: Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence, SSCI-2013,16-19 April 2013, Singapore. Piscataway, N.J. : IEEE p. 1-8. 8 p.
Paper

Vehicle plate recognition using improved neocognitron neural network
Kangin, D., Kolev, G., Angelov, P. 2013 In: Artificial Neural Networks and Machine Learning – ICANN 2013. Berlin : Springer Verlag p. 628-640. 13 p.
Paper

Autonomous Learning Systems: From Data to Knowledge in Real Time
Angelov, P. 1/12/2012 John Willey and Sons. 288 p.
Monograph

Advances in Fourier-transform infrared spectroscopy analysis to characterise chemical-induced alterations in the Syrian hamster embryo assay-towards biomarkers stability
Trevisan, J., Angelov, P.P., Carmichael, P.L., Scott, A., Martin, F.L. 11/2012
Meeting abstract

Adaptive Resilience for Computer Networks
Ali, A., Hutchison, D., Angelov, P., Smith, P. 4/10/2012
Conference paper

ARTOT: Autonomous Real-Time Object detection and Tracking by a moving camera
Angelov, P., Gude, C., Sadeghi-Tehran, P., Ivanov, T. 09/2012 In: Intelligent Systems (IS), 2012 6th IEEE International Conference. IEEE p. 446-452. 7 p.
Paper

Evolving local means methods for clustering of streaming data
Dutta Baruah, R., Angelov, P. 10/06/2012 In: Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on. IEEE Press p. 2161-2168. 8 p. ISBN: 9781467315074. Electronic ISBN: 9781467315050.
Conference contribution

ALMA for evolving systems
Angelov, P. 8/06/2012 In: 12th NCEI, Auckland, New Zealand.
Abstract

Creating evolving user behavior profiles automatically
Iglesias, J., Angelov, P., Ledezma, A., Sanchis, A. 1/05/2012 In: IEEE Transactions on Knowledge and Data Engineering. 24, 5, p. 854-867. 14 p.
Journal article

Automatic mobile photographer and picture diary
Angelov, P., Andreu, J., Vong, T. 05/2012 In: Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on. IEEE p. 102-107.
Paper

Autonomous visual self-localization in completely unknown environment
Sadeghi-Tehran, P., Behera, S., Angelov, P., Andreu, J. 05/2012 In: Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on. IEEE p. 90-95. 6 p.
Paper

Sense and Avoid in UAS: Research and Applications
Angelov, P. 1/04/2012 Hoboken, NJ : John Wiley and Sons. 384 p. ISBN: 978-0-470-97975-4.
Book

Towards adaptive, self learning resilience strategies
Ali, A., Angelov, P., Hutchinson, D. 15/03/2012 In: 6th International Workshop on Self Organizing Systems IWSOS-2012.
Abstract

A new type of simplified fuzzy rule-based systems
Angelov, P., Yager, R. 01/2012 In: International Journal of General Systems. 41, 2, p. 163-185. 23 p.
Journal article

Designing open, multi-class computational strategies to classify infrared spectroscopy data derived from the Syrian hamster embryo (SHE) assay
Trevisan, J., Angelov, P.P., Carmichael, P.L., Scott, A.D., Martin, F.L. 01/2012
Meeting abstract

2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS-2012
Angelov, P., Filev, D., Kasabov, N., Iglesias, J.A. 2012
Proceedings

A Real-time Approach for Novelty Detection and Trajectories Analysis for Anomaly Recognition in Video Surveillance Systems
Sadeghi-Tehran, P., Angelov, P. 2012 In: Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on . IEEE p. 108-113. 6 p.
Paper

Design and tuning of fuzzy systems
Angelov, P., Iglesias, J.A. 2012
Web publication/site

Evolving social network analysis: A case study on mobile phone data
Dutta Baruah, R., Angelov, P. 2012 In: Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on. IEEE p. 114-120. 7 p.
Paper

Extracting biological information with computational analysis of Fourier transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives
Trevisan, J., Angelov, P., Carmichael, P.L., Scott, A., Martin, F. 2012 In: The Analyst. 137, 14, p. 3202-3215. 14 p.
Journal article

Self-evolving parameter-free Rule-based Controller: SPARC
Sadeghi-Tehran, P., Cara, A., Angelov, P., Pomares, H., Rojas, I., Prieto, A. 2012 In: Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on. IEEE p. 754-761. 8 p.
Paper

Evolving fuzzy systems for data streams: A Survey
Dutta Baruah, R., Angelov, P. 28/11/2011 In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 1, 6, p. 461-476. 16 p.
Journal article

Simpl_eClass: simple potential-free evolving fuzzy rule-based on-line classifiers
Angelov, P., Dutta Baruah, R., Andreu, J. 9/10/2011 In: Proceedings of 2011 IEEE International Conference on Systems, Man and Cybernetics, SMC 2011, Anchorage, Alaska, USA, 7-9 Oct, 2011. IEEE p. 2249-2254. 6 p.
Paper

Autonomous Machine Learning (ALMA): generating rules from data streams
Angelov, P. 19/09/2011 In: Proceedings of the Special International Conference on Complex Systems, COSY-2011. Ohrid, FYR of Macedonia p. 249-256. 8 p.
Chapter (peer-reviewed)

Towards an adaptive resilience strategy for future computer networks
Ali, A., Angelov, P., Hutchison, D. 9/09/2011 In: Proceedings of the UKCI 2011, 7-9 Spetember, 2011, Manchester, UK. Manchester : University of Manchester p. 201-206. 6 p.
Conference contribution

Real-time recognition of human activities from wearable sensors by evolving classifiers
Andreu, J., Dutta Baruah, R., Angelov, P. 1/09/2011 In: 2011 IEEE International Conference on Fuzzy Systems (FUZZ). IEEE p. 2786-2793. 8 p.
Paper

Automatic scene recognition for low-resource devices using evolving classifiers
Andreu, J., Dutta Baruah, R., Angelov, P. 09/2011 In: 2011 IEEE International Conference on Fuzzy Systems (FUZZ). IEEE p. 2779-2785. 7 p.
Paper

Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams
Angelov, P. 08/2011 In: IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics. 41, 4, p. 898-910. 13 p.
Journal article

Evolving Human Activity Classifier from Sensor Streams
Iglesias, J.A., Angelov, P., Ledezma, A., Sanchis, A. 04/2011 In: Evolving and Adaptive Intelligent Systems (EAIS), 2011 IEEE Workshop on. IEEE p. 139-146. 8 p.
Paper

Online Self-Evolving Fuzzy Controller for Autonomous Mobile Robots
Sadeghi-Tehran, P., Angelov, P. 04/2011 In: Evolving and Adaptive Intelligent Systems (EAIS), 2011 IEEE Workshop on . IEEE p. 100-107. 8 p. ISBN: 978-1-4244-9978-6.
Conference contribution

Simplified Fuzzy Rule-based Systems using Non-parametric Antecedents and relative Data Density
Angelov, P., Yager, R. 04/2011 In: Proceedings IEEE Symposium Series on Computational Intelligence, SSCI-2011, Paris. IEEE p. 62-69. 8 p.
Paper

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
Angelov, P., Sadeghi-Tehran, P., Ramezani, R. 03/2011 In: International Journal of Intelligent Systems. 26, 3, p. 189-205. 17 p.
Journal article

An uniformly stable backpropagation algorithm to train a feedforward neural network
Rubio, J.d.J., Angelov, P., García, E. 03/2011 In: IEEE Transactions on Neural Networks. 22, 3, p. 356-366. 11 p.
Journal article

Handling drifts and shifts in on-line data streams with evolving fuzzy systems.
Lughofer, E., Angelov, P. 03/2011 In: Applied Soft Computing. 11, 2, p. 2057-2068. 12 p.
Journal article

Intelligent leader follower behaviour for unmanned ground-based vehicles
Sadeghi Tehran, P., Andreu, J., Angelov, P., Zhou, X. 2011 In: Journal of Automation, Mobile Robotics and Intelligent Systems. 5, 1, p. 36-47. 11 p.
Journal article

Using Evolving Fuzzy Models to predict Crude Oil Distillation Side Streams
Macias-Hernandez, J.J., Angelov, P., Zhou, X. 2011 In: Computer-Aided Design, Manufacturing, Modeling and Simulation . Zurich : Trans-Tech Publications p. 432-437. 6 p.
Paper

A mathematical framework for spectroscopy data analysis to characterize chemical-induced alterations in the SHE assay
Trevisan, J., Angelov, P.P., Carmichael, P.L., Scott, A.D., Martin, F.L. 11/2010
Meeting abstract

Robust classification of low-grade cervical cytology following analysis with ATR-FTIR spectroscopy and subsequent application of self-learning classifier eClass
Kerns, J., Angelov, P.P., Trevisan, J., Vlachopoulou, A., Paraskevaidis, E., Martin-Hirsch, P.L., Martin, F.L. 11/2010 In: Analytical and Bioanalytical Chemistry. 398, 5, p. 2191-2201. 11 p.
Journal article

Syrian hamster embryo (SHE) assay (pH 6.7) coupled with infrared spectroscopy and chemometrics towards toxicological assessment
Trevisan, J., Angelov, P.P., Patel, I.I., Najand, G.M., Cheung, K.T., Llabjani, V., Pollock, H.M., Bruce, S.W., Pant, K., Carmichael, P.M., Scott, A.D., Martin, F.L. 11/2010 In: The Analyst. 135, 12, p. 3266-3272. 7 p.
Journal article

Evolving classification of agents' behaviours : a general approach.
Iglesias, J.A., Angelov, P., Ledezma, A., Sanchis, A. 10/2010 In: Evolving Systems. 1, 3, p. 161-171. 11 p.
Journal article

Human activity recognition based on evolving fuzzy systems.
Iglesias, J.A., Angelov, P., Ledezma, A., Sanchis, A. 10/2010 In: International Journal of Neural Systems. 20, 5, p. 355-364. 10 p.
Journal article

A simple fuzzy rule-based system through vector membership and kernel-based granulation.
Angelov, P., Yager, R. 9/07/2010 In: 5th IEEE International Conference Intelligent Systems (IS), 2010 . IEEE p. 349-354. 6 p.
Paper

A Fast Recursive Approach to Autonomous Detection, Identification and Tracking of Multiple Objects in Video Streams under Uncertainties
Sadeghi-Tehran, P., Angelov, P., Ramezani, R. 07/2010 In: Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications . Berlin : Springer p. 30-43. 14 p.
Paper

Real-time human activity recognition from wireless sensors using evolving fuzzy systems.
Andreu, J., Angelov, P. 07/2010 In: IEEE International Conference on Fuzzy Systems (FUZZ), 2010 . IEEE p. 2652-2659. 8 p.
Paper

User modeling : through statistical analysis and an evolving classifier
Iglesias, J., Angelov, P., Ledezma, A., Sanchis, A. 07/2010 In: IEEE International Conference on Fuzzy Systems (FUZZ), 2010 . IEEE p. 3226-3233. 8 p.
Paper

A computational protocol and software implementation (as a MATLAB application) for biomaker identification in infrared spectroscopy datasets
Trevisan, J., Angelov, P., Martin, F. 4/05/2010 In: Nature Protocols.
Journal article

Clustering as a tool for self-generation of intelligent systems : a survey.
Dutta Baruah, R., Angelov, P. 1/04/2010
Conference paper

Adaptive inferential sensors based on evolving fuzzy models
Angelov, P., Kordon, A. 04/2010 In: IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics. 40, 2, p. 529-539. 11 p.
Journal article

Applications of evolving intelligent systems to oil and gas industry.
Macias Hernandez, J., Angelov, P. 04/2010 In: Evolving intelligent systems : methodology and applications. New York, USA : John Wiley and Sons and IEEE Press p. 401-422. 22 p. ISBN: 978-0-470-28719-4.
Chapter

Evolving Takagi-Sugeno fuzzy systems from data streams (eTS+).
Angelov, P. 04/2010 In: Evolving intelligent systems : methodology and applications. New York, USA : John Wiley and Sons and IEEE Press p. 21-50. 30 p. ISBN: 978-0-470-28719-4.
Chapter

Evolving intelligent sensors in chemical industry.
Angelov, P., Kordon, A. 04/2010 In: Evolving intelligent systems : methodology and applications. New York, USA : John Wiley and Sons and IEEE Press p. 313-336. 24 p. ISBN: 978-0-470-28719-4.
Chapter

Evolving intelligent systems : methodology and applications.
Angelov, P., Filev, D., Kasabov, N., Angelov, P., Filev, D., Kasabov, N. 04/2010 New York : Wiley-Blackwell. 444 p. ISBN: 978-0470287194.
Book

Evolving Takagi Sugeno modelling with memory for slow processes.
McDonald, S., Angelov, P. 02/2010 In: International Journal of Knowledge-Based and Intelligent Engineering Systems. 14, 1, p. 11-16. 6 p.
Journal article

Forecasting Time-Series for NN GC1 using Evolving Takagi-Sugeno (eTS) Fuzzy Systems with On-line Inputs Selection
Andreu, J., Angelov, P. 2010 In: 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010). New York : IEEE p. 1479-1483. 5 p.
Paper

Human Activity Recognition in Intelligent Home Environments: An Evolving Approach
Antonio Iglesias, J., Angelov, P., Ledezma, A., Sanchis, A. 2010 In: ECAI 2010 - 19th European Conference on Artificial Intelligence. Amsterdam : IOS Press p. 1047-1048. 2 p. ISBN: 978-1-60750-606-5.
Conference contribution

Derivation of a computational approach to iteratively discriminate a transformation phenotype in Syrian hamster embryo (SHE) cells
Trevisan, J., Angelov, P., Martin, F. 11/2009 In: Mutagenesis. 24, 6, p. 543-543. 1 p.
Journal article

Detecting and reacting on drifts and shifts in on-line data streams with evolving fuzzy systems.
Lughofer, E., Angelov, P. 06/2009 In: Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 20-24, 2009.. Lisbon : IFSA p. 931-937. 7 p.
Paper

Evolving Fuzzy Systems.
Angelov, P. 06/2009 In: Encyclopedia of Complexity and System Science. Berlin/Heidelberg : Springer 10370 p. ISBN: 978-0-387-75888-6.
Chapter

Modelling evolving user behaviours
Iglesias, J., Angelov, P., Ledezma, A., Sanchis, A. 04/2009 In: IEEE Workshop on Evolving and Self-Developing Intelligent Systems, 2009. ESDIS '09. . IEEE p. 16-23. 8 p.
Paper

Evolving Fuzzy Rule-based Classifiers from Data Streams
Angelov, P., Zhou, X. 22/12/2008 In: IEEE Transactions on Fuzzy Systems. 16, 6, p. 1462-1475. 14 p.
Journal article

Evolving fuzzy classifiers using different model architectures.
Angelov, P., Lughofer, E., Zhou, X. 1/12/2008 In: Fuzzy Sets and Systems. 159, 23, p. 3160-3182. 23 p.
Journal article

Guest Editorial : Evolving Fuzzy Systems : preface to the special section.
Angelov, P., Filev, D., Kasabov, N. 12/2008 In: IEEE Transactions on Fuzzy Systems. 16, 6, p. 1390-1392. 3 p.
Journal article

A fast approach to novelty detection in video streams using recursive density estimation.
Ramezani, R., Angelov, P., Zhou, X. 8/09/2008 In: Intelligent Systems, 2008. IS '08. 4th International IEEE Conference. IEEE p. 14-2 - 14-7. 6 p.
Paper

Decision Support Systems: Improving Levels of Care and Lowering costs in anticoagulation therapy
McDonald, S., Xydeas, C., Angelov, P. 09/2008 In: Electronic healthcare. Berlin : Springer p. 175-178. 4 p.
Paper

On line learning fuzzy rule-based system structure from data streams.
Angelov, P., Zhou, X. 06/2008 In: IEEE International Conference on Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). . IEEE p. 915-922. 8 p.
Paper

A retrospective comparative study of three data modelling techniques in anticoagulation therapy.
McDonald, S., Angelov, P., Xydeas, C. 28/05/2008 In: BMEI 2008. International Conference on BioMedical Engineering and Informatics, 2008.. Sanya, China : IEEE p. 219-225. 7 p. ISBN: 978-0-7695-3118-2.
Chapter

A Predictive Controler for Object Tracking of a Mobile Robot
Zhou, X., Angelov, P., Wang, C. 11/05/2008
Conference paper

A Passive Approach to Autonomous Collision Detection and Avoidance in Uninhabited Aerial Systems.
Angelov, P., Bocaniala, C.D., Xydeas, C., Pattchett, C., Ansell, D., Everett, M., Leng, G. 04/2008 In: Tenth International Conference on Computer Modeling and Simulation, 2008. UKSIM 2008. . IEEE p. 64-69. 6 p.
Paper

Evolving Fuzzy Inferential Sensors for Process Industry.
Angelov, P., Kordon, A., Zhou, X. 7/03/2008 In: 3rd International Workshop on Genetic and Evolving Systems, 2008. GEFS 2008. . IEEE p. 41-46. 6 p.
Paper

GEFS: 2008 3rd international workshop on genetic and evolutionary fuzzy systems
Hoffmann, F., Cordon, O., Angelov, P., Klawonn, F., Hoffmann, F., Cordon, O., Angelov, P., Klawonn, F. 03/2008 Witten-Bomerholz : IEEE Press. 107 p. ISBN: 978-1-4244-1613-4.
Book

A Comparative Study of two Approaches for Data-Driven Design of Evolving Fuzzy Systems: eTS and FLEXFIS
Angelov, P., Lughofer, E. 02/2008 In: International Journal of General Systems. 37, 1, p. 45-67. 23 p.
Journal article

Evolutionary Synthesis of HVAC System Configurations: Algorithm Development.
Wright, J.A., Zhang, Y., Angelov, P., Hanby, V.I., Buswell, R.A. 01/2008 In: HVAC and R Research. 14, 1, p. 33-55. 23 p.
Journal article

A Self-Learning Fuzzy Classifier with Feature Selection for Intelligent interrogation of mid-IR spectroscopy data from exfoliative cervical cytology using selflearning classifier eClass.
Kelly, J.G., Angelov, P.P., Walsh, M.J., Pollock, H.M., Pitt, M.A., Martin-Hirsch, P.L., Martin, F.L. 2008 In: International Journal of Computational Intelligence Research. 4, 4, p. 392-401. 10 p.
Journal article

Autonomous novelty detection and object tracking in video streams using evolving clustering and Takagi-Sugeno type neuro-fuzzy system.
Angelov, P., Ramezani, R., Zhou, X. 2008 In: IEEE International Joint Conference on Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). . IEEE p. 1456-1463. 8 p.
Paper

Evolving fuzzy systems.
Angelov, P. 2008 In: Scholarpedia. 3, 2, p. 6274.
Journal article

Architectures of evolving fuzzy rule-based classifiers
Angelov, P., Zhou, X., Filev, D., Lughofer, E. 9/10/2007 In: Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on. IEEE p. 2050-2055. 6 p.
Paper

Soft sensor for predicting crude oil distillation side streams using Takagi Sugeno evolving fuzzy models
Macias-Hernandez, J.J., Angelov, P., Zhou, X. 9/10/2007 In: Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on. IEEE p. 3305-3310. 6 p.
Paper

UAV collision avoidance - state of the art and possible solutions.
Angelov, P., Xydeas, C., Bocaniala, C.D., Ansell, D., Patchett, C., Everett, M. 4/10/2007
Speech

Evolving single- and multi-model fuzzy classifiers with FLEXFIS-class
Lughofer, E., Angelov, P., Zhou, X. 24/07/2007 In: Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International. IEEE p. 363-368. 6 p.
Paper

An Approach to Autonomous Self-localization of a Mobile Robot in Completely Unknown Environment using Evolving Fuzzy Rule-based Classifier
Zhou, X., Angelov, P. 2/04/2007 In: Computational Intelligence in Security and Defense Applications, 2007. CISDA 2007. IEEE Symposium on. IEEE p. 131-138. 8 p.
Paper

Evolving fuzzy rule-based classifiers
Angelov, P., Zhou, X., Klawonn, F. 2/04/2007
Conference paper

Algorithms for Real-Time Clustering and Generation of Rules from Data
Filev, D., Angelov, P. 2007 In: Advances in Fuzzy Clustering and Its Applications. Chichester : John Willey and Sons p. 353-370. 18 p. ISBN: 978-0-470-02760-8.
Chapter

Evolving Fuzzy Classifier for Real-time Novelty Detection and Landmark Recognition by a Mobile Robot
Angelov, P., Zhou, X. 2007 In: Mobile Robots: The Evolutionary Approach. Berlin/Heidelberg : Springer p. 95-124. 30 p. ISBN: 978-3-540-49719-6.
Chapter

Evolving extended naive Bayes classifiers
Klawonn, F., Angelov, P. 12/2006 In: Data Mining Workshops, 2006. ICDM Workshops 2006. Sixth IEEE International Conference on. IEEE p. 643-647. 5 p.
Paper

On-line Evolving Clustering of Web Documents
Evans, A., Angelov, P., Zhou, X. 12/2006
Conference paper

Machine learning (collaborative systems)
Angelov, P., P. Angelov (Patent applicant) 1/11/2006
Patent

Evolving fuzzy rule-based systems for modelling of non-linear non-stationary processes
Angelov, P. 2/10/2006 In: IFAC Workshop on Energy Saving Control in Plants and Buildings (2006). IFAC p. 43-50. 8 p.
Paper

Advances in classification of EEG signals via evolving fuzzy classifiers and dependant multiple HMMs.
Xydeas, C., Angelov, P., Chiao, S., Reoullas, M. 10/2006 In: Computers in Biology and Medicine. 36, 10, p. 1064-1083. 20 p.
Journal article

A Method for Predicting Quality of the Crude Oil Distillation
Macias, J.J., Angelov, P., Xiaowei, Z. 8/09/2006 In: Evolving Fuzzy Systems, 2006 International Symposium on. IEEE p. 214-220. 7 p.
Paper

An Approach to Real-Time Color-based Object Tracking
Memon, M.A., Angelov, P., Ahmed, H. 8/09/2006 In: Evolving Fuzzy Systems, 2006 International Symposium on. IEEE p. 81-87. 7 p.
Paper

Recovery of LSP Coefficients in VoIP Systems using Evolving Takagi-Sugeno Fuzzy MIMO Models
Jones, E., Angelov, P., Xydeas, C. 8/09/2006 In: Evolving Fuzzy Systems, 2006 International Symposium on. IEEE p. 208-214. 7 p.
Paper

Evolving fuzzy systems from data streams in real-time
Angelov, P., Zhou, X. 7/09/2006 In: Proceedings of the 2006 International Symposium on Evolving Fuzzy Systems. England : IEEE p. 29-35. 7 p.
Paper

Evolving Fuzzy Systems
Angelov, P., Filev, D., Kasabov, N., Cordon, O., Angelov, P., Filev, D., Kasabov, N., Cordon, O. 09/2006 Ambleside, UK : IEEE Press. 372 p. ISBN: 0-7803-9718-5.
Book

Evolving Fuzzy Systems, Proc. of the 2006 International Symposium on Evolving Fuzzy Systems EFS'06.
Angelov, P., Filev, D., Kasabov, N., Cordon, O., Angelov, P., Filev, D., Kasabov, N., Cordon, O. 09/2006 UK : IEEE Press. 372 p.
Book

Real-Time joint Landmark Recognition and Classifier Generation by an Evolving Fuzzy System.
Zhou, X., Angelov, P. 17/07/2006
Conference paper

An Approach to Model-based Fault Detection in Industrial Measurement Systems with Application to Engine Test Benches.
Angelov, P., Giglio, V., Guardiola, C., Lughofer, E., Lujan, J.M. 07/2006 In: Measurement Science and Technology. 17, 7, p. 1809-1818. 10 p.
Journal article

Fuzzy Systems Design: Direct and Indirect Approaches.
Angelov, P., Xydeas, C. 07/2006 In: Soft Computing. 10, 9, p. 836-849. 14 p.
Journal article

Nature-inspired techniques for real-time knowledge extraction from data
Angelov, P. 8/06/2006 In: NiSIS Brainstorming Meeting Palma de Mallorca, Spain 08.06.2006 - 09.06.2006. NiSiS 3 p.
Abstract

Evolving Intelligent Systems, eIS
Angelov, P., Kasabov, N. 06/2006 In: IEEE SMC eNewsLetter. 15, p. 1-13. 13 p.
Journal article

Novelty detection and landmark recognition by real-time evolving clustering
Zhou, X., Angelov, P., Morris, G. 5/09/2005 In: The 5th annual UK Workshop on Computational Intelligence, London, Sept 5-7 2005. p. 155-161. 7 p.
Paper

On-Line Construction and Rule Base Simplification by Replacement in Fuzzy Systems Applied to a Wastewater Treatment Plant
Victor, J., Dourado, A., Angelov, P. 07/2005
Conference paper

Two approaches to data-driven design of evolving fuzzy systems: eTS and FLEXFIS
Angelov, P., Lughofer, E., Klement, E.P. 22/06/2005 In: Fuzzy Information Processing Society, 2005. NAFIPS 2005. Annual Meeting of the North American. IEEE p. 31-35. 5 p.
Paper

Agile collaborative agents for classification of underwater targets
Carline, D., Angelov, P., Clifford, R. 21/06/2005 In: Proceedings of the Undersea Defense Technology Conference 2005. Amsterdam, The Netherlands
Paper

Agile collaborative autonomous agents for robust underwater classification scenarios
Carline, D., Angelov, P., Clifford, R. 06/2005
Conference paper

Simpl_eTS: a simplified method for learning evolving Takagi-Sugeno fuzzy models
Angelov, P., Filev, D. 22/05/2005 In: Fuzzy Systems, 2005. FUZZ '05. The 14th IEEE International Conference on. IEEE p. 1068-1073. 6 p.
Paper

Automatic design generation of component-based systems using GA and fuzzy optimisation
Angelov, P., Zhang, Y., Wright, J.A. 17/03/2005
Conference paper

Evolving computational intelligence systems
Angelov, P., Kasabov, N. 03/2005
Conference paper

Semantic categorization of web-based documents
Evans, T., Angelov, P. 16/12/2004
Conference paper

An approach to on-line design of fuzzy controllers with evolving structure
Angelov, P. 10/2004 In: Applications and Science in Soft Computing. Berlin/Heidelberg : Springer p. 63-68. 6 p. ISBN: 3-540-40856-8, 978-3-540-40856-7.
Chapter

On-line evolution of Takagi-Sugeno fuzzy models
Angelov, P., Victor, J., Dourado, A., Filev, D. 16/09/2004
Conference paper

On-line identification of MIMO evolving Takagi-Sugeno fuzzy models
Angelov, P., Xydeas, C., Filev, D. 26/07/2004
Conference paper

A fuzzy controller with evolving structure.
Angelov, P. 5/04/2004 In: Information Sciences. 161, 1-2, p. 21-35. 15 p.
Journal article

Flexible Models with Evolving Structure
Angelov, P., Filev, D. 04/2004 In: International Journal of Intelligent Systems. 19, 4, p. 327-340. 14 p.
Journal article

An Approach for Fuzzy Rule-base Adaptation using On-line Clustering.
Angelov, P. 03/2004 In: International Journal of Approximate Reasoning. 35, 3, p. 275-289. 15 p.
Journal article

An approach to online identification of Takagi-Sugeno fuzzy models
Angelov, P., Filev, D. 02/2004 In: IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics. 34, 1, p. 484-498. 15 p.
Journal article

Optimal design synthesis of component-based systems using intelligent techniques
Angelov, P., Zhang, Y., Wright, J.A. 2004 In: Do Smart Adaptive Systems Exist?. Berlin/Heidelberg : Springer p. 267-284. 18 p. ISBN: 3-540-24077-2.
Chapter

An evolutionary approach to fuzzy rule-based model synthesis using indices for rules
Angelov, P. 1/08/2003 In: Fuzzy Sets and Systems. 137, 3, p. 325-338. 14 p.
Journal article

Design and Performance of a Rule-based Controller in a Naturally Ventilated Room.
Eftekhari, M., Marjanovic, L., Angelov, P. 08/2003 In: Computers in Industry. 51, 3, p. 299-326. 28 p.
Journal article

Automatic design synthesis and optimization of component-based systems by evolutionary algorithms
Angelov, P.P., Zhang, Y., Wright, J.A., Hanby, V.I., Buswell, R.A. 07/2003 In: Genetic and Evolutionary Computation. Berlin/Heidelberg : Springer p. 1938-1950. 13 p. ISBN: 978-3-540-40603-7.
Chapter

Classification of carcinoma kidney tissue status based on the data of protein expression using LS- SVM
Angelov, P., Von Eggeling, F., Guthke, R. 9/05/2003 In: International Workshop on Intelligent Technologies for Gene Expression-based Individualized Medicine. International Workshop on Intelligent Technologies for Gene Expression-based Individualized Medicine
Abstract

Automatic generation of fuzzy rule-based models from data by genetic algorithms.
Angelov, P., Buswell, R. 2003 In: Information Sciences. 150, 1-2, p. 17-31. 15 p.
Journal article

On-line Design of Takagi-Sugeno Models.
Angelov, P., Filev, D. 2003 In: Fuzzy Sets and Systems – IFSA 2003. Berlin/Heidelberg : Springer p. 576-584. 9 p. ISBN: 978-3-540-40383-8.
Chapter

Identification of Evolving Rule-based Models.
Angelov, P., Buswell, R. 10/2002 In: IEEE Transactions on Fuzzy Systems. 10, 5, p. 667-677. 11 p.
Journal article

Flexible models with evolving structure
Angelov, P., Filev, D. 10/09/2002 In: Intelligent Systems, 2002. Proceedings. 2002 First International IEEE Symposium. IEEE p. 28-33. 6 p.
Paper

An Approach for Rule-base Adaptation using On-line Clustering
Angelov, P. 09/2002 In: Proceedings of EUNITE, Albufeira, Portugal, 19-22 September 2002. EUNITE p. 47-52. 6 p.
Paper

Intelligent adaptive systems
Hadjiski, M., Angelov, P., Hadjiski, M., Angelov, P. 09/2002 Varna, Bulgaria : IEEE Press. 66 p. ISBN: 0-7803-7602-1.
Book

Evolving Rule-based Models: A Tool for Design of Flexible Adaptive Systems
Angelov, P. 1/02/2002 Heidelberg, Germany : Springer Verlag. 213 p. ISBN: 3-7908-1457-1.
Book

An Approach to On-line Design of Fuzzy Controllers with Evolving Structure
Angelov, P. 2002 In: Proceedings 4th International Conference on Recent Advances in Soft Computing, Nottingham, 12-13 December 2002. Nottingham : Nottingham Trent University p. 55-56. 2 p.
Paper

Evolving Rule-based Control
Angelov, P., Buswell, R.A., Wright, J., Loveday, D. 12/2001 In: Proceedings of EUNITE Symposium, 13-15 December 2001 . EUNITE p. 36-41. 6 p.
Paper

Evolving rule-based models: a tool for intelligent adaptation
Angelov, P., Buswell, R. 25/07/2001
Conference paper

Automatic generation of fuzzy rule-based models from data by genetic algorithms
Angelov, P., Hanby, V.I., Buswell, R.A., Wright, J.A. 2001 In: Developments in Soft Computing. Berlin/Heidelberg : Springer p. 31-40. 10 p. ISBN: 978-3-7908-1361-6.
Chapter

Construction scheduling, cost optimization and management: a new model based on neurocomputing and object technologies
Angelov, P. 2001 In: Engineering, Construction and Architectural Management. 8, 3, 2 p.
Book/Film/Article review

Multi-objective optimisation in air-conditioning systems : comfort/discomfort definition by IF sets.
Angelov, P. 2001 In: Notes on Intuitionistic Fuzzy Sets. 7, 1, p. 10-23. 14 p.
Journal article

Supplementary Crossover Operator for Genetic Algorithms based on the Center-of-Gravity Paradigm
Angelov, P. 2001 In: Control and Cybernetics. 30, 2, p. 159-176. 18 p.
Journal article

Transparency and simplification of rule-based models for on-line adaptation.
Buswell, R., Angelov, P., Wright, J. 2001 In: Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, Leicester, United Kingdom, September 5-7, 2001.. Eusflat p. 324-327. 4 p.
Paper

A centre-of-gravity-based recombination operator for genetic algorithms
Angelov, P., Wright, J.A. 23/10/2000
Conference paper

A methodology for modeling HVAC components using evolving fuzzy rules
Angelov, P., Buswell, R.A., Hanby, V.I., Wright, J.A. 10/2000
Conference paper

Hybrid modelling of biotechnological processes using neural networks
Chen, L.B., Bernard, O., Bastain, G., Angelov, P. 07/2000 In: Control Engineering Practice. 8, 7, p. 821-827. 7 p.
Journal article

Evolving Fuzzy Rule-based Models
Angelov, P. 2000 In: Journal of the Chinese Institute of Industrial Engineers. 17, 5, p. 459-468. 10 p.
Journal article

HVAC Systems Simulation: A Self-Structuring Fuzzy Rule-Based Approach
Angelov, P., Hanby, V.I., Wright, J.A. 2000 In: International Journal of Architectural Sciences. 1, 1, p. 49-58. 10 p.
Journal article

Evolving fuzzy rule-based models
Angelov, P. 17/08/1999
Conference paper

Hybrid modelling of biotechnological processes using neural networks
Bernanrd, O., Bastain, G., Angelov, P. 07/1999
Conference paper

A fuzzy approach to building thermal systems optimization.
Angelov, P. 06/1999
Conference paper

Self-Learning of Fuzzy-Rule-based Models by GA
Angelov, P. 10/1998 In: Proceedings International Conference on Intelligent Control, Sofia, Bulgaria, 14-16 October, 1998. p. 46-49. 4 p.
Paper

Hybrid modelling of biotechnological processes using neural networks
Angelov, P., Bernard, O., Bastin, G., Stentelaire, C., Asther, M. 17/09/1998 In: 2nd European Symposium on Bio-Engineering Systems ESBES-2. Porto, Portugal p. 219.
Paper

A genetic-algorithm-based approach to optimization of bioprocesses described by fuzzy rules.
Angelov, P., Guthke, R. 04/1997 In: Bioprocess and Biosystems Engineering. 16, 5, p. 299-303. 5 p.
Journal article

Optimization in an Intuitionistic Fuzzy Environment
Angelov, P. 16/03/1997 In: Fuzzy Sets and Systems. 86, 3, p. 299-306. 8 p.
Journal article

Intelligent optimal control of biotechnological processes.
Angelov, P. 09/1996
Conference paper

A method for fuzzy linear dynamic programing.
Angelov, P. 1995
Conference paper

An analytical method for solving a type of fuzzy optimization problems, control and cybernetics.
Angelov, P. 1995 In: Control and Cybernetics. 24, 3, p. 363-373. 11 p.
Journal article

Crispification : defuzzification over intuitionistic fuzzy sets.
Angelov, P. 1995 In: Bulletin for Studies and Exchanges on Fuzziness and its AppLications, BUSEFAL. 64, p. 51-55. 5 p.
Journal article

Intuitionistic fuzzy optimisation.
Angelov, P. 1995 In: Notes on Intuitionistic Fuzzy Sets. 1, 1, p. 27-33. 7 p.
Journal article

An Approach for Training a type of Fuzzy Neural Networks as Fuzzy Optimization
Angelov, P., Petrov, M., Tsonkov, S. 09/1994 In: Proceedings of 10th International Conference on Systems Engineering, Coventry, 6-8 Spetember 1994 .
Conference contribution

Analytical approach for solving a type of fuzzy optimization problems.
Angelov, P. 09/1994
Conference paper

Fuzzy mathematical programming problem solving
Angelov, P. 4/07/1994 In: European Congress on Operations Research, EURO-XIII, Glasgow, Scotland, 4-6 July 1994.
Abstract

A generalized approach to fuzzy optimization
Angelov, P. 1994 In: International Journal of Intelligent Systems. 9, 3, p. 261-268. 8 p.
Journal article

A new method for solving linear programming problems with fuzzy parameters.
Angelov, P. 1994
Conference paper

Approximate reasoning based optimization.
Angelov, P. 1994 In: Yugoslav Journal of Operations Research. 4, 1, p. 11-17. 7 p.
Journal article

Fuzzy optimization of laboratory fermenters
Angelov, P., Petrov, M. 1994 In: Biotechnology and Biotechnological Equipment. 8, 2, p. 60-63. 4 p.
Journal article

About analytical solving fuzzy mathematical programming problem.
Angelov, P. 09/1993 In: Mathematical modelling methodology, software tools, and applications . Sofia : DATECS 14 p.
Paper

An analytical approach for FMP problem solving and its application to neural networks learning.
Angelov, P. 09/1993
Conference paper

A parameterized generalization of fuzzy mathematical programming problem.
Angelov, P. 07/1993 In: IFSA'93 Seoul Fifth IFSA World Congress, July 4-7, 1993, Seoul, Korea. p. 612-615. 4 p.
Paper

An approach to fuzzy optimal control via parameterized conjunction and defuzzification
Angelov, P., Zamdjiev, N. 1993 In: Fuzzy Systems and Artificial Intelligence. 2, 1, p. 151-156. 6 p.
Journal article

Fuzzy optimal control of ethanol synthesis
Angelov, P., Tzonkov, S. 1993 In: Fuzzy Systems and Artificial Intelligence. p. 45-51. 7 p.
Journal article

Optimal control of biotechnological processes
Angelov, P., Zamdzhiev, N., Tzonkov, S. 1993 In: 10th Control Conference, Wroczlaw, Poland. 2 p.
Abstract

Optimal control of biotechnological processes described by fuzzy sets
Angelov, P., Tzonkov, S. 1993 In: Journal of Process Control. 3, 3, p. 147-152. 6 p.
Journal article

Fuzzy optimal control
Filev, D., Angelov, P. 27/04/1992 In: Fuzzy Sets and Systems. 47, 2, p. 151-156. 6 p.
Journal article

Optimal control in a fuzzy environment.
Filev, D., Angelov, P. 1992 In: Yugoslav Journal of Operations Research. 2, 1, p. 33-43. 11 p.
Journal article