Plamen Angelov - Publications & Outputs - Research Portal

Professor Plamen Angelov

Professor, Founding member, Director, Funding group lead

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Published
2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems, ESDIS 2009 - Proceedings: Welcome Message
Angelov, P., Filev, D. & Kasabov, N., 20/07/2009, 2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems. IEEE, p. v 1 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS-2012
Angelov, P. (ed.), Filev, D. (ed.), Kasabov, N. (ed.) & Iglesias, J. A. (ed.), 2012, IEEE. 107 p.
Research output: Book/Report/Proceedings › Proceedings
Published
A cascade of deep learning fuzzy rule-based image classifier and SVM
Angelov, P. P. & Gu, X., 5/10/2017, Systems, Man, and Cybernetics (SMC), 2017 IEEE International Conference on: Human Intelligence for Systems and Cybernetics. IEEE, p. 746-751 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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
Published
A centre-of-gravity-based recombination operator for genetic algorithms
Angelov, P. & Wright, J. A., 23/10/2000. 259 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
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, Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) . IEEE, p. 1-7 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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., 110.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A computational protocol and software implementation (as a MATLAB application) for biomaker identification in infrared spectroscopy datasets
Trevisan, J., Angelov, P. & Martin, F., 2010, In: Nature Protocols.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Deep Rule-based Approach for Satellite Scene Image Analysis
Gu, X. & Angelov, P. P., 7/10/2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, p. 2778-2783 6 p. (2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Distance-Type-Insensitive Clustering Approach
Gu, X., Angelov, P. P. & Zhao, Z., 1/04/2019, In: Applied Soft Computing. 77, p. 622-634 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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
Published
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, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications : 13th International Conference, IPMU 2010, Dortmund, Germany, June 28–July 2, 2010. Proceedings, Part II. Hüllermeier, E., Kruse, R. & Hoffmann, F. (eds.). Berlin: Springer, p. 30-43 14 p. (Communications in Computer and Information Science; vol. 81).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A fully autonomous data density based clustering algorithm
Hyde, R. & Angelov, P., 9/12/2014, Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on. Piscataway, N.J.: IEEE, p. 116-123 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A fuzzy approach to building thermal systems optimization.
Angelov, P., 06/1999. 4 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
A fuzzy controller with evolving structure.
Angelov, P., 5/04/2004, In: Information Sciences. 161, 1-2, p. 21-35 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A general purpose intelligent surveillance system for mobile devices using deep learning
Antoniou, A. & Angelov, P. P., 24/07/2016, 2016 International Joint Conference on Neural Networks (IJCNN). Vancouver Canada: IEEE, p. 2879-2886 8 p. (Neural Networks (IJCNN), 2016 International Joint Conference on).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A generalized approach to fuzzy optimization
Angelov, P., 1994, In: International Journal of Intelligent Systems. 9, 3, p. 261-268 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Generalized Methodology for Data Analysis
Angelov, P. P., Gu, X. & Principe, J., 10/2018, In: IEEE Transactions on Cybernetics. 48, 10, p. 2981-2993 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A large multiclass dataset of CT scans for COVID-19 identification
Almeida Soares, E., Angelov, P., Biaso, S., Froes, M. H. & Abe, D. K., 1/04/2024, In: Evolving Systems. 15, 1, p. 635–640 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes
Gu, X., Angelov, P. P., Zhang, C. & Atkinson, P. M., 03/2018, In: IEEE Geoscience and Remote Sensing Letters. 15, 3, p. 345-349 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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, In: Mutagenesis. 25, 6, p. 658-658 1 p.
Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review
Published
A Method for Autonomous Data Partitioning
Gu, X., Angelov, P. P. & Principe, J., 09/2018, In: Information Sciences. 460-461, p. 65-82 18 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A method for fuzzy linear dynamic programing.
Angelov, P., 1995. 5 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
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
Published
A methodology for modeling HVAC components using evolving fuzzy rules
Angelov, P., Buswell, R. A., Hanby, V. I. & Wright, J. A., 10/2000. 247 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
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
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A new evolving clustering algorithm for online data streams
Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 23/05/2016, 2016 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS2016. IEEE, p. 162-168 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A new method for solving linear programming problems with fuzzy parameters.
Angelov, P., 1994. 5 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
A new online clustering approach for data in arbitrary shaped clusters
Hyde, R. & Angelov, P., 24/06/2015, Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on . IEEE, p. 228-233 6 p. 78
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A new type of distance metric and its use for clustering
Gu, X., Angelov, P. P., Kangin, D. & Principe, J., 09/2017, In: Evolving Systems. 8, 3, p. 167-177 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A new unsupervised approach to fault detection and identification
Costa, B., Angelov, P. & Guedes, L. A., 07/2014, Neural Networks (IJCNN), 2014 International Joint Conference on. IEEE, p. 1557-1564 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A novel algorithm for the modelling of complex processes
Rubio, J. D. J., Lughofer, E., Angelov, P. P., Novoa, J. F. & Meda-Campana, J. A., 1/04/2018, In: Kybernetika. 54, 1, p. 79-95 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Novel Multiple Feature-based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine
Yang, Z. X., Rong, H-J., Wong, P. K., Angelov, P., Vong, C. M., Chiu, C. W. & Yang, Z-X., 31/03/2022, In: Cognitive Computation. 14, 2, p. 828-851 24 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion
Gu, X., Khan, M., Angelov, P., Tiwary, B., Shafipour Yourdshahi, E. & Yang, Z., 26/08/2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, p. 1-10 10 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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
Published
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
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A practical implementation of self-evolving cloud-based control of a pilot plant
Costa, B., Skrjanc, I., Blazic, S. & Angelov, P., 2013, 2013 IEEE International Conference on Cybernetics, CYBCONF-2013, Lausanne, Switzerland13-15 June, 2013. Piscataway, N.J.: IEEE, p. 7-12 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Predictive Controler for Object Tracking of a Mobile Robot
Zhou, X., Angelov, P. & Wang, C., 11/05/2008, p. 73-82. 10 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
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
Published
A randomized neural network for data streams
Pratama, M., Angelov, P. P., Lu, J., Lughofer, E., Seera, M. & Lim, C. P., 19/05/2017, Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN). USA: IEEE, p. 3423-3430 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A real-time approach for autonomous detection and tracking of moving objects from UAV
Sadeghi Tehran, P., Clarke, C. & Angelov, P. P., 12/2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Piscataway, N. J.: IEEE, p. 43-49 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Real-time Approach for Novelty Detection and Trajectories Analysis for Anomaly Recognition in Video Surveillance Systems
Sadeghi-Tehran, P. & Angelov, P., 2012, Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on . IEEE, p. 108-113 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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
Published
A robust evolving cloud-based controller
Angelov, P., Skrjanc, I. & Blazic, S., 2015, Springer Handbook of Computational Intelligence . Kacprzyk, J. & Pedrycz, W. (eds.). Berlin: Springer, Vol. G. p. 1435-1449 15 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification
Gu, X., Angelov, P. & Almeida Soares, E., 1/06/2020, In: International Journal of Intelligent Systems. 35, 6, p. 923-943 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification
Gu, X., Angelov, P. P. & Soares, E. A., 25/11/2019, In: arXiv.
Research output: Contribution to Journal/Magazine › Journal article
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification
Gu, X., Zhang, C., Shen, Q., Han, J., Angelov, P. & Atkinson, P., 1/04/2022, In: Information Fusion. 80, p. 179-204 26 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis
Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 31/05/2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2281-2292 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Semi-Supervised Deep Rule-Based Approach for Remote Sensing Scene Classication
Gu, X. & Angelov, P. P., 3/04/2019, The 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference. Springer, p. 257-266 10 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A simple fuzzy rule-based system through vector membership and kernel-based granulation.
Angelov, P. & Yager, R., 9/07/2010, 5th IEEE International Conference Intelligent Systems (IS), 2010 . IEEE, p. 349-354 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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
Published
Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios
Almeida Soares, E., Angelov, P. P., Costa, B. S. J. & Castro, M., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-8 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Adaptive Resilience for Computer Networks
Ali, A., Hutchison, D., Angelov, P. & Smith, P., 4/10/2012. 0 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper
Published
Adaptive resilience for computer networks: Using online fuzzy learning.
Ali, A., Hutchison, D., Angelov, P. P. & Smith, P., 14/02/2013, 2012 IV International Congress on Ultra Modern Telecommunications and Control Systems. IEEE, p. 772-778 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Advances in classification of EEG signals via evolving fuzzy classifiers and dependant multiple HMMs.
Xydeas, C., Angelov, P., Chiao, S-Y. & Reoullas, M., 10/2006, In: Computers in Biology and Medicine. 36, 10, p. 1064-1083 20 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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. (Advances in Intelligent Systems and Computing; vol. 513)
Research output: Book/Report/Proceedings › Book
Published
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, In: Mutagenesis. 27, 6, p. 792-792 1 p.
Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review
Published
Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change: Proceedings of the International Conference of ICT for Adapting Agriculture to Climate Change AACC'17, November 22-24, 2017, Popayan, Colombia)
Angelov, P. P. (ed.), Iglesias, J. A. (ed.) & Carlos Corrales, J. (ed.), 17/12/2017, 1st ed. Cham: Springer. 265 p. (Advances in Intelligent Systems and Computing; vol. 687)
Research output: Book/Report/Proceedings › Book
Published
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
Published
Agile collaborative autonomous agents for robust underwater classification scenarios
Carline, D., Angelov, P. & Clifford, R., 06/2005. 6 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper
Published
AI-enabled Microscopic Blood Analysis for Microfluidic COVID-19 Hematology
Xia, T., Fu, Y. Q., Jin, N., Chazot, P., Angelov, P. & Jiang, R., 21/06/2020, p. 98-102. 5 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
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
Published
ALMA for evolving systems
Angelov, P., 8/06/2012, 12th NCEI, Auckland, New Zealand. Auckland
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Abstract
Published
An analytical approach for FMP problem solving and its application to neural networks learning.
Angelov, P., 09/1993. 0 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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
Published
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
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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
Published
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
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An evolving approach to data streams clustering based on typicality and eccentricity data analytics
Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 31/05/2020, In: Information Sciences. 518, p. 13-28 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An Explainable approach to Deep Learning from CT-scans for Covid Identification
Almeida Soares, E., Angelov, P. & Zhang, Z., 2021, In: TechRxiv.
Research output: Contribution to Journal/Magazine › Journal article
Published
An Improved eXplainable Point Cloud Classifier (XPCC)
Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An Interpretable Deep Semantic Segmentation Method for Earth Observation
Zhang, Z., Angelov, P., Almeida Soares, E., Longepe, N. & Mathieu, P. P., 25/01/2023, 2022 IEEE 11th International Conference on Intelligent Systems (IS). Atanassov, K. T., Doukovska, L., Kacprzyk, J., Krawczak, M., Owsinski, J. W., Sgurev, V., Szmidt, E. & Zadrozny, S. (eds.). IEEE, p. 1-8 8 p. (2022 IEEE 11th International Conference on Intelligent Systems (IS)).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
An Interpretable Deep Semantic Segmentation Method for Earth Observation.
Zhang, Z., Angelov, P., Soares, E., Longépé, N. & Mathieu, P-P., 23/10/2022, In: arXiv. abs/2210.12820
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An Odometer-Free Approach for Unmanned Ground-Based Vehicle Simultaneous Localization and Mapping
Gu, X., Angelov, P. & Khan, M., 26/10/2019.
Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review
Published
An overview on fault diagnosis and nature-inspired optimal control of industrial process applications
Precup, R-E., Angelov, P., Jales Costa, B. S. & Sayed-Mouchaweh, M., 12/2015, In: Computers in Industry. 74, p. 75-94 20 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Analysis of adaptation law of the robust evolving cloud-based controller
Andonovski, G., Blazic, S., Angelov, P. P. & Skrjanc, I., 3/12/2015, Proceedings 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE, p. 1-7 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
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.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Analytical approach for solving a type of fuzzy optimization problems.
Angelov, P., 09/1994. 11 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
Anomalous behaviour detection based on heterogeneous data and data fusion
Mohd Ali, A. & Angelov, P., 05/2018, In: Soft Computing. 22, 10, p. 3187-3201 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Anomaly detection based on eccentricity analysis
Angelov, P., 12/2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Orlando, FL, USA: IEEE Press, p. 1-8 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Anomaly Detection—Empirical Approach
Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. P. & Gu, X. (eds.). Cham: Springer, p. 157-173 17 p. (Studies in Computational Intelligence; vol. 800).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

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Professor Plamen Angelov

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