A predictive controller for object tracking of a mobile robot

Zhou, X., Angelov, P. & Wang, C., 1/12/2008, Intelligent Vehicle Control Systems - Proceedings of the 2nd International Workshop on Intelligent Vehicle Control Systems, IVCS 2008; In Conjunction with ICINCO 2008. SciTePress, p. 73-82 10 p. (Intelligent Vehicle Control Systems - Proceedings of the 2nd International Workshop on Intelligent Vehicle Control Systems, IVCS 2008; In Conjunction with ICINCO 2008).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

A fast approach to novelty detection in video streams using recursive density estimation.

Ramezani, R., Angelov, P. & Zhou, X., 8/09/2008, Intelligent Systems, 2008. IS '08. 4th International IEEE Conference. IEEE, p. 14-2 - 14-7 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Decision Support Systems: Improving Levels of Care and Lowering costs in anticoagulation therapy

McDonald, S., Xydeas, C. & Angelov, P., 09/2008, Electronic healthcare: First International Conference, eHealth 2008, London, UK, September 8-9, 2008. Revised Selected Papers. Weerasinghe, D. (ed.). Berlin: Springer, p. 175-178 4 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 1).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

On line learning fuzzy rule-based system structure from data streams.

Angelov, P. & Zhou, X., 06/2008, IEEE International Conference on Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). . IEEE, p. 915-922 8 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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, Tenth International Conference on Computer Modeling and Simulation, 2008. UKSIM 2008. . IEEE, p. 64-69 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Evolving Fuzzy Inferential Sensors for Process Industry.

Angelov, P., Kordon, A. & Zhou, X., 7/03/2008, 3rd International Workshop on Genetic and Evolving Systems, 2008. GEFS 2008. . IEEE, p. 41-46 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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, IEEE International Joint Conference on Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). . IEEE, p. 1456-1463 8 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Architectures of evolving fuzzy rule-based classifiers

Angelov, P., Zhou, X., Filev, D. & Lughofer, E., 9/10/2007, Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on. IEEE, p. 2050-2055 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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, Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on. IEEE, p. 3305-3310 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Evolving single- and multi-model fuzzy classifiers with FLEXFIS-class

Lughofer, E., Angelov, P. & Zhou, X., 24/07/2007, Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International. IEEE, p. 363-368 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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, Computational Intelligence in Security and Defense Applications, 2007. CISDA 2007. IEEE Symposium on. IEEE, p. 131-138 8 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Evolving extended naive Bayes classifiers

Klawonn, F. & Angelov, P., 12/2006, Data Mining Workshops, 2006. ICDM Workshops 2006. Sixth IEEE International Conference on. IEEE, p. 643-647 5 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Evolving fuzzy rule-based systems for modelling of non-linear non-stationary processes

Angelov, P., 2/10/2006, IFAC Workshop on Energy Saving Control in Plants and Buildings (2006). Erbe, H-H. & Nikolov, E. K. (eds.). IFAC, p. 43-50 8 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Recovery of LSP Coefficients in VoIP Systems using Evolving Takagi-Sugeno Fuzzy MIMO Models

Jones, E., Angelov, P. & Xydeas, C., 8/09/2006, Evolving Fuzzy Systems, 2006 International Symposium on. IEEE, p. 208-214 7 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

A Method for Predicting Quality of the Crude Oil Distillation

Macias, J. J., Angelov, P. & Xiaowei, Z., 8/09/2006, Evolving Fuzzy Systems, 2006 International Symposium on. IEEE, p. 214-220 7 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

An Approach to Real-Time Color-based Object Tracking

Memon, M. A., Angelov, P. & Ahmed, H., 8/09/2006, Evolving Fuzzy Systems, 2006 International Symposium on. IEEE, p. 81-87 7 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Evolving fuzzy systems from data streams in real-time

Angelov, P. & Zhou, X., 7/09/2006, Proceedings of the 2006 International Symposium on Evolving Fuzzy Systems. Angelov, P. (ed.). England: IEEE, p. 29-35 7 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Novelty detection and landmark recognition by real-time evolving clustering

Zhou, X., Angelov, P. & Morris, G., 5/09/2005, The 5th annual UK Workshop on Computational Intelligence, London, Sept 5-7 2005. Mirkin, B. & Magoulas, G. (eds.). p. 155-161 7 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Two approaches to data-driven design of evolving fuzzy systems: eTS and FLEXFIS

Angelov, P., Lughofer, E. & Klement, E. P., 22/06/2005, Fuzzy Information Processing Society, 2005. NAFIPS 2005. Annual Meeting of the North American. IEEE, p. 31-35 5 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Agile collaborative agents for classification of underwater targets

Carline, D., Angelov, P. & Clifford, R., 21/06/2005, Proceedings of the Undersea Defense Technology Conference 2005. Amsterdam, The Netherlands

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Simpl_eTS: a simplified method for learning evolving Takagi-Sugeno fuzzy models

Angelov, P. & Filev, D., 22/05/2005, Fuzzy Systems, 2005. FUZZ '05. The 14th IEEE International Conference on. IEEE, p. 1068-1073 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Flexible models with evolving structure

Angelov, P. & Filev, D., 10/09/2002, Intelligent Systems, 2002. Proceedings. 2002 First International IEEE Symposium. IEEE, p. 28-33 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

An Approach for Rule-base Adaptation using On-line Clustering

Angelov, P., 09/2002, Proceedings of EUNITE, Albufeira, Portugal, 19-22 September 2002. EUNITE, p. 47-52 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

An Approach to On-line Design of Fuzzy Controllers with Evolving Structure

Angelov, P., 2002, Proceedings 4th International Conference on Recent Advances in Soft Computing, Nottingham, 12-13 December 2002. Lofti, A. & Garibaldi, J. M. (eds.). Nottingham: Nottingham Trent University, p. 55-56 2 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Evolving Rule-based Control

Angelov, P., Buswell, R. A., Wright, J. & Loveday, D., 12/2001, Proceedings of EUNITE Symposium, 13-15 December 2001 . EUNITE, p. 36-41 6 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Transparency and simplification of rule-based models for on-line adaptation.

Buswell, R., Angelov, P. & Wright, J., 2001, Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, Leicester, United Kingdom, September 5-7, 2001.. Garibaldi, J. M. & John, R. I. (eds.). Eusflat, p. 324-327 4 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

A center-of-gravity-based recombination operator for genetic algorithms

Angelov, P. P. & Wright, J. A., 1/01/2000, IECON Proceedings (Industrial Electronics Conference). IEEE Computer Society Press, p. 259-264 6 p. 973160. (IECON Proceedings (Industrial Electronics Conference); vol. 1).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Self-Learning of Fuzzy-Rule-based Models by GA

Angelov, P., 10/1998, Proceedings International Conference on Intelligent Control, Sofia, Bulgaria, 14-16 October, 1998. p. 46-49 4 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Hybrid modelling of biotechnological processes using neural networks

Angelov, P., Bernard, O., Bastin, G., Stentelaire, C. & Asther, M., 17/09/1998, 2nd European Symposium on Bio-Engineering Systems ESBES-2. Porto, Portugal, p. 219

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

An Approach for Training a type of Fuzzy Neural Networks as Fuzzy Optimization

Angelov, P., Petrov, M. & Tsonkov, S., 09/1994, Proceedings of 10th International Conference on Systems Engineering, Coventry, 6-8 Spetember 1994 .

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

About analytical solving fuzzy mathematical programming problem.

Angelov, P., 09/1993, Mathematical modelling methodology, software tools, and applications : proceedings of the International Conference on Mathematical Modelling and Scientific Computation, Sozopol, Bulgaria, September 14-18, 1993 . Popova, E. D. (ed.). Sofia: DATECS , 14 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

A parameterized generalization of fuzzy mathematical programming problem.

Angelov, P., 07/1993, IFSA'93 Seoul Fifth IFSA World Congress, July 4-7, 1993, Seoul, Korea. p. 612-615 4 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

A multistream deep rule-based ensemble system for aerial image scene classification

Gu, X. & Angelov, P. P., 29/06/2022, Deep Learning, Intelligent Control and Evolutionary Computation. Angelov, P. (ed.). World Scientific Publishing Co., Vol. 2. p. 661-695 35 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Handbook on computer learning and intelligence

Angelov, P. P., 29/06/2022, Explainable AI and Supervised Learning; Deep Learning, Intelligent Control and Evolutionary Computation. Angelov, P. (ed.). Singapore: World Scientific Publishing Co., Vol. 1-2. p. 1-1056 1056 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Applying computational intelligence to community policing and forensic investigations

Ali, A. M. & Angelov, P., 1/01/2017, Advanced Sciences and Technologies for Security Applications. Springer, p. 231-246 16 p. (Advanced Sciences and Technologies for Security Applications).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Handbook on Computational Intelligence

Angelov, P. P., 31/05/2016, Handbook On Computational Intelligence (In 2 Volumes). World Scientific Publishing Co., p. 1-964 964 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Prediction of the attention area in ambient intelligence tasks

Shafi, J., Angelov, P. P. & Umair, M., 3/02/2016, Innovative issues in intelligent systems. Sgurev, V., Yager, R., Kacprzyk, J. & Jotsov, V. (eds.). Berlin: Springer, p. 33-56 24 p. (Studies in Computational Intelligence; vol. 623).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

ARTOD: Autonomous Real Time Objects Detection by a moving camera using recursive density estimation

Sadeghi Tehran, P. & Angelov, P., 28/01/2016, Novel applications of intelligent systems. Hadjiski, M., Kasabov, N., Filev, D. & Jotsov, V. (eds.). Cham: Springer Verlag, p. 123-138 16 p. (Studies in Computational Intelligence; vol. 586).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Evolving fuzzy systems

Angelov, P., 1/11/2012, Computational Complexity: Theory, Techniques, and Applications. Springer New York, Vol. 9781461418009. p. 1053-1065 13 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Evolving Takagi-Sugeno Fuzzy Systems from Streaming Data (eTS+)

Angelov, P., 14/04/2010, Evolving Intelligent Systems: Methodology and Applications. Angelov, P., Angelov, D. & Kasabov, N. (eds.). John Wiley and Sons, p. 21-50 30 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Evolving Inferential Sensors in the Chemical Process Industry

Angelov, P. & Kordon, A., 14/04/2010, Evolving Intelligent Systems: Methodology and Applications. Angelov, P., Filev, D. P. & Kasabov, N. (eds.). John Wiley and Sons, p. 313-336 24 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Evolving Takagi-Sugeno fuzzy systems from data streams (eTS+).

Angelov, P., 04/2010, Evolving intelligent systems : methodology and applications. Angelov, P., Filev, D. & Kasabov, N. (eds.). New York, USA: John Wiley and Sons and IEEE Press, p. 21-50 30 p. (IEEE Press series in Computational Intelligence).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Evolving intelligent sensors in chemical industry.

Angelov, P. & Kordon, A., 04/2010, Evolving intelligent systems : methodology and applications. Angelov, P., Filev, D. & Kasabov, N. (eds.). New York, USA: John Wiley and Sons and IEEE Press, p. 313-336 24 p. (IEEE Press series in Computational Intelligence).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Applications of evolving intelligent systems to oil and gas industry.

Macias Hernandez, J. & Angelov, P., 04/2010, Evolving intelligent systems : methodology and applications. Angelov, P., Filev, D. & Kasabov, N. (eds.). New York, USA: John Wiley and Sons and IEEE Press, p. 401-422 22 p. (IEEE Press series in Computational Intelligence).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Evolving Fuzzy Systems.

Angelov, P., 06/2009, Encyclopedia of Complexity and System Science. Mayers, R. (ed.). Berlin/Heidelberg: Springer, Vol. Articl. 10370 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

A retrospective comparative study of three data modelling techniques in anticoagulation therapy.

McDonald, S., Angelov, P. & Xydeas, C., 28/05/2008, BMEI 2008. International Conference on BioMedical Engineering and Informatics, 2008.. Sanya, China: IEEE, p. 219-225 7 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Evolving fuzzy classifier for novelty detection and landmark recognition by mobile robots

Angelov, P. & Zhou, X., 2/05/2007, Mobile Roots: The Evolutionary Approach. Nedjah, N., Macedo Mourelle, L. & Santos Coelho, L. (eds.). p. 89-118 30 p. (Studies in Computational Intelligence; vol. 50).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Evolving Fuzzy Classifier for Real-time Novelty Detection and Landmark Recognition by a Mobile Robot

Angelov, P. & Zhou, X., 2007, Mobile Robots: The Evolutionary Approach. Nedja, N., Coelho, L. & Mourelle, L. (eds.). Berlin/Heidelberg: Springer, Vol. 50. p. 95-124 30 p. (Studies in Computational Intelligence).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

Algorithms for Real-Time Clustering and Generation of Rules from Data

Filev, D. & Angelov, P., 2007, Advances in Fuzzy Clustering and Its Applications. de Oliveira, J. V. & Pedrycz, W. (eds.). Chichester: John Willey and Sons, p. 353-370 18 p.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

An approach to on-line design of fuzzy controllers with evolving structure

Angelov, P., 10/2004, Applications and Science in Soft Computing. Ahmad, L. & Garibaldi, J. M. (eds.). Berlin/Heidelberg: Springer, p. 63-68 6 p. (Advances in Soft Computing).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter