Items where Author is "Angelov, Plamen Parvanov"

Journal Article

Almeida Soares, Eduardo and Angelov, Plamen Parvanov and Gu, Xiaowei (2020) Autonomous Learning Multiple-Model Zero-Order Classifier for Heart Sound Classification. Applied Soft Computing, 94: 106449. ISSN 1568-4946

Gu, Xiaowei and Angelov, Plamen Parvanov and Rong, Haijun (2019) Local Optimality of Self-Organising Neuro-Fuzzy Inference Systems. Information Sciences, 503. pp. 351-380. ISSN 0020-0255

Gu, Xiaowei and Angelov, Plamen Parvanov and Zhao, Zhijin (2019) A Distance-Type-Insensitive Clustering Approach. Applied Soft Computing, 77. pp. 622-634. ISSN 1568-4946

Gu, Xiaowei and Angelov, Plamen Parvanov (2019) Self-boosting first-order autonomous learning neuro-fuzzy systems. Applied Soft Computing, 77. pp. 118-134. ISSN 1568-4946

Sadeghi-Tehran, Pouria and Angelov, Plamen Parvanov and Virlet, Nicolas and Hawkesford, Malcolm (2019) Scalable Database Indexing and Fast Image Retrieval Based on Deep Learning and Hierarchically Nested Structure Applied to Remote Sensing and Plant Biology. Journal of Imaging, 5 (3): 33. pp. 1-21.

Angelov, Plamen Parvanov and Gu, Xiaowei (2018) Deep rule-based classifier with human-level performance and characteristics. Information Sciences, 463-46. pp. 196-213. ISSN 0020-0255

Angelov, Plamen Parvanov and Gu, Xiaowei and Principe, Jose (2018) A Generalized Methodology for Data Analysis. IEEE Transactions on Cybernetics, 48 (10). pp. 2981-2993. ISSN 2168-2267

Rong, Haijun and Angelov, Plamen Parvanov and Gu, Xiaowei and Bai, Jianming (2018) Stability of Evolving Fuzzy Systems based on Data Clouds. IEEE Transactions on Fuzzy Systems, 26 (5). pp. 2774-2784. ISSN 1063-6706

Gu, Xiaowei and Angelov, Plamen Parvanov and Principe, Jose (2018) A Method for Autonomous Data Partitioning. Information Sciences, 460-46. pp. 65-82. ISSN 0020-0255

Angelov, Plamen Parvanov and Gu, Xiaowei (2018) Towards Anthropomorphic Machine Learning. IEEE Computer, 51 (9). pp. 18-27. ISSN 0018-9162

Angelov, Plamen Parvanov and Gu, Xiaowei and Principe, Jose (2018) Autonomous learning multi-model systems from data streams. IEEE Transactions on Fuzzy Systems, 26 (4). pp. 2213-2224. ISSN 1063-6706

Gu, Xiaowei and Angelov, Plamen Parvanov (2018) Semi-supervised deep rule-based approach for image classification. Applied Soft Computing, 68. pp. 53-68. ISSN 1568-4946

Bao, Rongjing and Rong, Haijun and Angelov, Plamen Parvanov and Chen, Badong and Wong, Pak Kin (2018) Correntropy-Based Evolving Fuzzy Neural System. IEEE Transactions on Fuzzy Systems, 26 (3). pp. 1324-1338. ISSN 1063-6706

Gu, Xiaowei and Angelov, Plamen Parvanov (2018) Self-Organising Fuzzy Logic Classifier. Information Sciences, 447. pp. 36-51. ISSN 0020-0255

Rubio, José de Jesús and Lughofer, Edwin and Angelov, Plamen Parvanov and Novoa, J. F. and Meda-Campana, J. A. (2018) A novel algorithm for the modelling of complex processes. Kybernetika, 54 (1). pp. 79-95. ISSN 1805-949X

Gu, Xiaowei and Angelov, Plamen Parvanov and Zhang, Ce and Atkinson, Peter Michael (2018) A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes. IEEE Geoscience and Remote Sensing Letters, 15 (3). pp. 345-349. ISSN 1545-598X

Angelov, Plamen Parvanov and Gu, Xiaowei (2018) Empirical Fuzzy Sets. International Journal of Intelligent Systems, 33 (2). pp. 362-395. ISSN 0884-8173

Gu, Xiaowei and Angelov, Plamen Parvanov and Kangin, Dmitry and Principe, Jose (2018) Self-organised direction aware data partitioning algorithm. Information Sciences, 423. pp. 80-95. ISSN 0020-0255

Angelov, Plamen Parvanov and Gu, Xiaowei and Kangin, Dmitry (2017) Empirical data analytics. International Journal of Intelligent Systems, 32 (12). pp. 1261-1284. ISSN 0884-8173

Gu, Xiaowei and Angelov, Plamen Parvanov and Kangin, Dmitry and Principe, Jose (2017) A new type of distance metric and its use for clustering. Evolving Systems, 8 (3). pp. 167-177. ISSN 1868-6478

Iglesias, Jose and Ledezma, Agapito and Sanchis, Araceli and Angelov, Plamen Parvanov (2017) Real-time Recognition of Calling Pattern and Behaviour of Mobile Phone users through Anomaly Detection and Dynamically Evolving Clustering. Applied Sciences, 7 (8): 798. pp. 1-14. ISSN 2076-3417

Angelov, Plamen Parvanov and Gu, Xiaowei and Iglesias, Jose and Ledezma, Agapito and Sanchis, Araceli and Sipele, Oscar and Ramezani, Ramin (2017) Cybernetics of the mind : learning individual's perceptions autonomously. IEEE Systems, Man, and Cybernetics Magazine, 3 (2). pp. 6-17.

Bux, Allah and Angelov, Plamen Parvanov and Habib, Zulfiqar (2017) A comprehensive review on handcrafted and learning-based action representation approaches for human activity recognition. Applied Sciences, 7 (1): 110. ISSN 2076-3417

Gomes Bezerra, Clauber and Costa, Bruno Sielly Jales and Guedes, Luiz Affonso and Angelov, Plamen Parvanov (2016) An evolving approach to unsupervised and Real-Time fault detection in industrial processes. Expert Systems with Applications, 63. pp. 134-144. ISSN 0957-4174

Andonovski, Goran and Angelov, Plamen Parvanov and Blazic, Saso and Skrjanc, Igor (2016) A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant. Applied Soft Computing, 48. pp. 29-38. ISSN 1568-4946

Bux, Allah and Angelov, Plamen Parvanov and Habib, Zulfiqar (2016) Human action recognition from multiple views based on view-invariant feature descriptor using support vector machines. Applied Sciences, 6 (10): 309. ISSN 2076-3417

Kangin, Dmitry and Angelov, Plamen Parvanov and Iglesias, Jose Antonio (2016) Autonomously evolving classifier TEDAClass. Information Sciences, 366. pp. 1-11. ISSN 0020-0255

Kangin, Dmitry and Angelov, Plamen Parvanov and Iglesias, Jose Antonio and Sanchis, Araceli (2015) Evolving classifier TEDAClass for big data. Procedia Computer Science, 53. pp. 9-18. ISSN 1877-0509

Contribution in Book/Report/Proceedings

Angelov, Plamen Parvanov (2022) Handbook on computer learning and intelligence. In: Explainable AI and Supervised Learning; Deep Learning, Intelligent Control and Evolutionary Computation :. World Scientific Publishing Co., Singapore, pp. 1-1056. ISBN 9789811245145

Almeida Soares, Eduardo and Angelov, Plamen Parvanov and Costa, Bruno Sielly Jales and Castro, Marcos (2019) Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios. In: 2019 International Joint Conference on Neural Networks (IJCNN) :. IEEE, HUN, pp. 1-8. ISBN 9781728119861

Gu, Xiaowei and Angelov, Plamen Parvanov (2019) Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor. In: 2019 International Joint Conference on Neural Networks (IJCNN) :. IEEE. ISBN 9781728119861

Gu, Xiaowei and Angelov, Plamen Parvanov (2019) A Semi-Supervised Deep Rule-Based Approach for Remote Sensing Scene Classication. In: The 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference :. Springer, pp. 257-266. ISBN 9783030168407

Angelov, Plamen Parvanov (2019) How best to Design Fuzzy Sets and Systems : In memory of Prof. Lotfi A. Zadeh. In: Fuzzy Logic and Applications : 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers. Lecture Notes in Artificial Intelligence . Springer, Cham, pp. 236-239. ISBN 9783030125431

Shafipour Yourdshahi, Elnaz and Angelov, Plamen Parvanov and Soriano Marcolino, Leandro and Tsianakas, Georgios (2019) Towards Evolving Cooperative Mapping for Large-Scale UAV Teams. In: 2018 IEEE Symposium Series on Computational Intelligence (SSCI) :. IEEE, pp. 2262-2269. ISBN 9781538692769

Yong, Yoke Leng and Lee, Yunli and Gu, Xiaowei and Angelov, Plamen Parvanov and Ling Ngo, David Chek and Shafipour Yourdshahi, Elnaz (2018) Foreign Currency Exchange Rate Prediction using Neuro-Fuzzy Systems. In: Procedia Computer Science :. Procedia Computer Science, 144 . Elsevier, pp. 232-238.

Gu, Xiaowei and Angelov, Plamen Parvanov (2018) A Deep Rule-based Approach for Satellite Scene Image Analysis. In: 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) :. 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) . IEEE, JPN, pp. 2778-2783. ISBN 9781538666517

Shafipour Yourdshahi, Elnaz and Pinder, Thomas and Dhawan, Gauri and Soriano Marcolino, Leandro and Angelov, Plamen Parvanov (2018) Towards Large Scale Ad-hoc Teamwork. In: 2018 IEEE International Conference on Agents (ICA) :. IEEE. ISBN 9781538681800

Angelov, Plamen Parvanov and Gu, Xiaowei (2017) A cascade of deep learning fuzzy rule-based image classifier and SVM. In: Systems, Man, and Cybernetics (SMC), 2017 IEEE International Conference on : Human Intelligence for Systems and Cybernetics. IEEE, pp. 746-751. ISBN 9781538616468

Bux, Allah and Wang, Xiaofeng and Angelov, Plamen Parvanov and Habib, Zulfiqar (2017) Human action recognition using transfer learning with deep representations. In: 2017 International Joint Conference on Neural Networks (IJCNN) :. IEEE. ISBN 9781509061839

Angelov, Plamen Parvanov and Gu, Xiaowei (2017) MICE : Multi-layer multi-model images classifier ensemble. In: The 3rd IEEE International Conference on Cybernetics :. IEEE, pp. 436-443. ISBN 9781538622018

Wang, Xiaofeng and Mohd Ali, Azliza and Angelov, Plamen Parvanov (2017) Gender and Age Classification of Human Faces for Automatic Detection of Anomalous Human Behaviour. In: 2017 IEEE International Conference on Cybernetics, CYBCONF2017 :. IEEE, pp. 1-6. ISBN 9781538622025

Andonovski, Goran and Angelov, Plamen Parvanov and Blazic, Saso and Skrjanc, Igor (2017) Robust Evolving Cloud-based Controller (ReCCo). In: 2017 Evolving and Adaptive Intelligent Systems (EAIS) :. IEEE, pp. 1-6. ISBN 9781509064458

Angelov, Plamen Parvanov and Gu, Xiaowei (2017) Autonomous Learning Multi-Model Classifier of 0-Order (ALMMo-0). In: IEEE Conference on Evolving and Adaptive Intelligent Systems 2017 :. UNSPECIFIED, pp. 1-7.

Gu, Xiaowei and Angelov, Plamen Parvanov (2017) Autonomous anomaly detection. In: IEEE Conference on Evolving and Adaptive Intelligent Systems :. UNSPECIFIED, pp. 1-8.

Pratama, Mahardhika and Angelov, Plamen Parvanov and Lu, Jie and Lughofer, Edwin and Seera, Manjeevan and Lim, C. P. (2017) A randomized neural network for data streams. In: Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN) :. IEEE, USA, pp. 3423-3430. ISBN 9781509061839

Angelov, Plamen Parvanov and Gu, Xiaowei (2016) Local modes-based free-shape data partitioning. In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI) :. IEEE, GRC. ISBN 9781509042418

Gu, Xiaowei and Angelov, Plamen Parvanov and Gutierrez, German and Iglesias, Jose Antonio and Sanchi, Araceli (2016) Parallel computing TEDA for high frequency streaming data clustering. In: Advances in Big Data : Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece. Springer, GRC, pp. 238-253. ISBN 9783319478975

Gu, Xiaowei and Angelov, Plamen Parvanov (2016) Autonomous data-driven clustering for live data stream. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016) :. IEEE, pp. 1128-1135. ISBN 9781509018987

Angelov, Plamen Parvanov and Gu, Xiaowei and Principe, Jose and Kangin, Dmitry (2016) Empirical data analysis : a new tool for data analytics. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) :. IEEE, HUN, pp. 52-59. ISBN 9781509018987

Mohd Ali, Azliza and Angelov, Plamen Parvanov and Gu, Xiaowei (2016) Detecting anomalous behaviour using heterogeneous data. In: Advances in Computational Intelligence Systems : Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK. Advances in Intelligent Systems and Computing . Springer, pp. 253-276. ISBN 9783319465616

Bux, Allah and Angelov, Plamen Parvanov and Habib, Zulfiqar (2016) Vision based human activity recognition : a review. In: Advances in Computational Intelligence Systems : Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK. Advances in Intelligent Systems and Computing . Springer, pp. 341-371. ISBN 9783319465616

Costa, Bruno Sielly Jales and Bezerra, Clauber Gomes and Guedes, Luiz Affonso and Angelov, Plamen Parvanov (2016) Unsupervised classification of data streams based on typicality and eccentricity data analytics. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ) :. IEEE, Vancouver Canada, pp. 58-63. ISBN 9781509006250

Antoniou, Antreas and Angelov, Plamen Parvanov (2016) A general purpose intelligent surveillance system for mobile devices using deep learning. In: 2016 International Joint Conference on Neural Networks (IJCNN) :. Neural Networks (IJCNN), 2016 International Joint Conference on . IEEE, Vancouver Canada, pp. 2879-2886. ISBN 9781509006199

Angelov, Plamen Parvanov (2016) Handbook on Computational Intelligence. In: Handbook On Computational Intelligence (In 2 Volumes) :. World Scientific Publishing Co., pp. 1-964. ISBN 9789814675017

Angelov, Plamen Parvanov (2016) Prologue. In: Handbook On Computational Intelligence (In 2 Volumes) :. World Scientific Publishing Co., xxiii. ISBN 9789814675017

Gu, Xiaowei and Angelov, Plamen Parvanov and Mohd Ali, Azliza and Gruver, William A. and Gaydadjiev, Georgi (2016) Online evolving fuzzy rule-based prediction model for high frequency trading financial data stream. In: Evolving and Adaptive Intelligent Systems (EAIS), 2016 IEEE Conference on :. IEEE, BRA, pp. 169-175. ISBN 9781509025831

Bezerra, Clauber Gomes and Costa, Bruno Sielly Jales and Guedes, Luiz Affonso and Angelov, Plamen Parvanov (2016) A new evolving clustering algorithm for online data streams. In: 2016 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS2016 :. IEEE, pp. 162-168. ISBN 9781509025831

Shafi, Jawad and Angelov, Plamen Parvanov and Umair, Muhammad (2016) Prediction of the attention area in ambient intelligence tasks. In: Innovative issues in intelligent systems :. Studies in Computational Intelligence . Springer, Berlin, pp. 33-56. ISBN 9783319272665

Andonovski, Goran and Blazic, Saso and Angelov, Plamen Parvanov and Skrjanc, Igor (2015) Analysis of adaptation law of the robust evolving cloud-based controller. In: Proceedings 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) :. IEEE, pp. 1-7. ISBN 9781467366984

Morris, Gruff and Angelov, Plamen Parvanov (2015) Edge flow. In: Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC) :. IEEE, pp. 1942-1948. ISBN 9781479986972

Bezerra, Clauder Gomez and Costa, Bruno Sielly Jales and Guedes, Luiz Affonso and Angelov, Plamen Parvanov (2015) A comparative study of autonomous learning outlier detection methods applied to fault detection. In: Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) :. IEEE, pp. 1-7. ISBN 9781467374286

Kangin, Dmitry and Angelov, Plamen Parvanov (2015) Evolving clustering, classification and regression with TEDA. In: Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN) :. IEEE, pp. 1-8.

Costa, Bruno Sielly Jales and Bezerra, Clauder Gomez and Guedes, Luiz Affonso and Angelov, Plamen Parvanov (2015) Online fault detection based on typicality and eccentricity data analytics. In: Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN) :. IEEE, pp. 1-6.

Sadeghi Tehran, Pouria and Clarke, Christopher and Angelov, Plamen Parvanov (2014) A real-time approach for autonomous detection and tracking of moving objects from UAV. In: 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS) :. IEEE, GBR, pp. 43-49. ISBN 9781479944958

Contribution to Conference

Angelov, Plamen Parvanov and Gu, Xiaowei and Principe, Jose (2017) Fast feedforward non-parametric deep learning network with automatic feature extraction. In: International Joint Conference on Neural Networks (IJCNN), 2017-05-14 - 2017-05-19.

Angelov, Plamen Parvanov and Gu, Xiaowei and Gutierrez, German and Iglesias, Jose Antonio and Sanchis, Araceli (2016) Autonomous data density based clustering method. In: The bi-annual IEEE World Congress on Computational Intelligence (IEEE WCCI), 2016-07-24.

Book/Report/Proceedings

Angelov, Plamen Parvanov and Gu, Xiaowei (2019) Empirical Approach to Machine Learning. Studies in Computational Intelligence . Springer, Cham. ISBN 9783030023836

Angelov, Plamen Parvanov and Shen, Qiang and Jayne, Chrisina and Gegov, Alexander (2016) Advances in Computational Intelligence Systems : Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK. Advances in Intelligent Systems and Computing, 513 . Springer. ISBN 9783319465616

Patent

Angelov, Plamen Parvanov (2015) SYSTEM STATE CLASSIFIER : United States Patent Application 20150278711. 14/677269.