Items where Author is "Angelov, Plamen"
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Aghasanli, Agil and Angelov, Plamen and Kangin, Dmitry and Kerns, Jemma and Shepherd, Rebecca F. (2025) Transfer learning from inorganic materials to ivory detection. Scientific Reports. ISSN 2045-2322 (In Press)
Li, Yi and Angelov, Plamen and Suri, Neeraj (2024) Adversarial Attack Detection via Fuzzy Predictions. IEEE Transactions on Fuzzy Systems, 32 (12). pp. 7015-7024. ISSN 1063-6706
Zhu, Yijie and Bouridane, Ahmed and Celebi, M. Emre and Konar, Debanjan and Angelov, Plamen and Ni, Qiang and Jiang, Richard (2024) Quantum Face Recognition with Multi-Gate Quantum Convolutional Neural Network. IEEE Transactions on Artificial Intelligence, 5 (12). pp. 6330-6341. ISSN 2691-4581
Soares, Eduardo and Angelov, Plamen and Zhang, Ziyang (2024) An explainable approach to deep learning from CT-scans for Covid identification. Evolving Systems, 15 (6). pp. 2159-2168. ISSN 1868-6478
Almeida Soares, Eduardo and Angelov, Plamen and Biaso, Sarah and Froes, Michele Higa and Abe, D. K. (2024) A large multiclass dataset of CT scans for COVID-19 identification. Evolving Systems, 15 (1). 635–640. ISSN 1868-6478
Shen, Ao and Zhu, Yijie and Angelov, Plamen and Jiang, Richard (2024) Marine Debris Detection in Satellite Surveillance using Attention Mechanisms. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17. pp. 4320-4330. ISSN 1939-1404
Jiang, Zheheng and Rahmani, Hossein and Angelov, Plamen and Vyas, Ritesh and Zhou, Huiyu and Black, Sue and Williams, Bryan (2023) Deep orientated distance-transform network for geometric-aware centerline detection. Pattern Recognition, 146: 110028. ISSN 0031-3203
Jiang, Ziping and Wang, Yunpeng and Li, Chang-Tsun and Angelov, Plamen and Jiang, Richard (2023) Delve into Neural Activations : Towards Understanding Dying Neurons. IEEE Transactions on Artificial Intelligence, 4 (4): 4. pp. 959-971. ISSN 2691-4581
Gu, Xiaowei and Angelov, Plamen and Han, Jungong and Shen, Qiang (2023) Multilayer Evolving Fuzzy Neural Networks. IEEE Transactions on Fuzzy Systems. pp. 1-12. ISSN 1063-6706
Arnold, Nicholas and Angelov, Plamen and Atkinson, Peter (2023) An Improved eXplainable Point Cloud Classifier (XPCC). IEEE Transactions on Artificial Intelligence, 4 (1). pp. 71-80. ISSN 2691-4581
Gu, Xiaowei and Angelov, Plamen and Shen, Qiang (2022) Self-Organizing Fuzzy Belief Inference System for Classification. IEEE Transactions on Fuzzy Systems, 30 (12). pp. 5473-5483. ISSN 1063-6706
Alghamdi, Mona and Angelov, Plamen and Lopez Pellicer, Alvaro (2022) Person Identification from Fingernails and Knuckles Images using Deep Learning Features and the Bray-Curtis Similarity Measure. Neurocomputing, 513. pp. 83-93. ISSN 0925-2312
Zhang, Ziyang and Angelov, Plamen and Soares, Eduardo and Longépé, Nicolas and Mathieu, Pierre-Philippe (2022) An Interpretable Deep Semantic Segmentation Method for Earth Observation. arXiv, abs/22. ISSN 2331-8422
Gu, Xiaowei and Angelov, Plamen (2022) Multi-Class Fuzzily Weighted Adaptive Boosting-based Self-Organizing Fuzzy Inference Ensemble Systems for Classification. IEEE Transactions on Fuzzy Systems, 30 (9). pp. 3722-3735. ISSN 1063-6706
Shafipour Yourdshahi, Elnaz and do Carmo Alves, Matheus Aparecido and Varma, Amokh and Soriano Marcolino, Leandro and Ueyama, Jó and Angelov, Plamen (2022) On-line estimators for ad-hoc task execution : learning types and parameters of teammates for effective teamwork. Autonomous Agents and Multi-Agent Systems, 36: 45. ISSN 1387-2532
Yang, Zhao Xu and Rong, Hai-Jun and Angelov, Plamen and Yang, Zhi Xin (2022) Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises. IEEE Transactions on Fuzzy Systems, 30 (7). 2649 - 2664. ISSN 1063-6706
Gu, Xiaowei and Angelov, Plamen and Zhang, Ce and Atkinson, Peter (2022) A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44 (5). pp. 2281-2292. ISSN 0162-8828
Gu, Xiaowei and Zhang, Ce and Shen, Qiang and Han, Jungong and Angelov, Plamen and Atkinson, Peter (2022) A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification. Information Fusion, 80. pp. 179-204. ISSN 1566-2535
Yang, Zhao Xu and Rong, Hai-Jun and Wong, Pak Kin and Angelov, Plamen and Vong, Chi Man and Chiu, Chi Wai and Yang, Zhi-Xin (2022) A Novel Multiple Feature-based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine. Cognitive Computation, 14 (2). pp. 828-851. ISSN 1866-9956
Vyas, Ritesh and Williams, Bryan M. and Rahmani, Hossein and Boswell-Challand, Ricki and Jiang, Zheheng and Angelov, Plamen and Black, Sue (2022) Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization. Sensors, 22 (4): 1569. ISSN 1424-8220
Angelov, Plamen and Almeida Soares, Eduardo (2021) Detecting and Learning from Unknown by Extremely Weak Supervision : eXploratory Classifier (xClass). Neural Computing and Applications, 33 (22). pp. 15145-15157. ISSN 0941-0643
Gu, Xiaowei and Shen, Qiang and Angelov, Plamen (2021) Particle Swarm Optimized Autonomous Learning Fuzzy System. IEEE Transactions on Cybernetics, 51 (11). pp. 5352-5363. ISSN 2168-2267
Almeida Soares, Eduardo and Angelov, Plamen (2021) RADNN: ROBUST TO IMPERCEPTIBLE ADVERSARIAL ATTACKS DEEP NEURAL NETWORK. TechRxiv. p. 1.
Angelov, Plamen and Almeida Soares, Eduardo and Jiang, Richard and Arnold, Nicholas and Atkinson, Peter (2021) Explainable artificial intelligence : an analytical review. WIREs Data Mining and Knowledge Discovery, 11 (5): e1424. ISSN 1942-4795
Almeida Soares, Eduardo and Angelov, Plamen and Costa, Bruno and Castro, Marcos and Nageshrao, Subramanya and Filev, Dimitar (2021) Explaining Deep Learning Models Through Rule-Based Approximation and Visualization. IEEE Transactions on Fuzzy Systems, 29 (8). pp. 2399-2407. ISSN 1063-6706
Firouzi, Farshad and Farahani, Bahar and Daneshmand, Mahmoud and Grise, Kathy and Song, JaeSeung and Saracco, Roberto and Wang, Lucy Lu and Lo, Kyle and Angelov, Plamen and Almeida Soares, Eduardo and Po-Shen Loh and Talebpour, Zeynab and Moradi, Reza and Mohsen Goodarzi and Haleh Ashraf and Mohammad Talebpour and Alireza Talebpour and Luca Romeo and Rupam Das and Hadi Heidari and Dana Pasquale and James Moody and James Moodys and Chris Woods and Erich S. Huang and Payam Barnaghi and Sarrafzadeh, Majid and Ron Li and Kristen L Beck and Olexandr Isayev and Nakmyoung Sung and Alan Luo (2021) Harnessing the Power of Smart and Connected Health to Tackle COVID-19 : IoT, AI, Robotics, and Blockchain for a Better World. IEEE Internet of Things Journal, 8 (16). pp. 12826-12846. ISSN 2327-4662
Arnold, Nicholas and Angelov, Plamen and Viney, Tim and Atkinson, Peter (2021) Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds. Journal of Computer Applications in Archaeology, 4 (1). pp. 79-93.
Baisa, Nathanael L. and Jiang, Zheheng and Vyas, Ritesh and Williams, Bryan and Rahmani, Hossein and Angelov, Plamen and Black, Sue (2021) Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning. arXiv. ISSN 2331-8422
Almeida Soares, Eduardo and Angelov, Plamen and Zhang, Ziyang (2021) An Explainable approach to Deep Learning from CT-scans for Covid Identification. TechRxiv.
Bux, Allah and Gu, Xiaowei and Angelov, Plamen and Habib, Zulfiqar (2020) Human action recognition using deep rule-based classifier. Multimedia Tools and Applications, 79 (41-42). pp. 30653-30667. ISSN 1380-7501
Angelov, Plamen and Soares, Eduardo (2020) Towards explainable deep neural networks (xDNN). Neural Networks, 130. pp. 185-194. ISSN 0893-6080
Chiang, Chia-yen and Angelov, Plamen and Barnes, Chloe and Jiang, Richard (2020) Deep Learning based Automated Forest Health Diagnosis from Aerial Images. IEEE Access, 8. 144064 - 144076. ISSN 2169-3536
Gu, Xiaowei and Angelov, Plamen and Almeida Soares, Eduardo (2020) A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification. International Journal of Intelligent Systems, 35 (6). pp. 923-943. ISSN 0884-8173
Angelov, Plamen and Almeida Soares, Eduardo (2020) SARS-CoV-2 CT-scan dataset : A large dataset of real patients CT scans for SARS-CoV-2 identification. medRxiv.
Gu, Xiaowei and Angelov, Plamen (2020) Highly interpretable hierarchical deep rule-based classifier. Applied Soft Computing, 92. ISSN 1568-4946
Angelov, Plamen and Soares, Eduardo (2020) Towards Deep Machine Reasoning : a Prototype-based Deep Neural Network with Decision Tree Inference. arXiv.
Angelov, Plamen and Soares, Eduardo (2019) Towards Explainable Deep Neural Networks (xDNN). arXiv. pp. 1-9.
Angelov, Plamen and Shang, Changjing and Chao, Fei (2018) The 16th Annual UK Workshop on Computational Intelligence PREFACE. Soft Computing, 22 (10). pp. 3123-3124. ISSN 1432-7643
Mohd Ali, Azliza and Angelov, Plamen (2018) Anomalous behaviour detection based on heterogeneous data and data fusion. Soft Computing, 22 (10). pp. 3187-3201. ISSN 1432-7643
Angelov, Plamen and Manolopoulos, Yannis and Papadopoulos, Apostolos (2018) Special issue of Big Data Research Journal on "Big Data and Neural Networks". Big data research, 11. III-IV. ISSN 2214-5796
Nedjah, Nadia and Angelov, Plamen and Castillo, Oscar and de Macedo Mourelle, Luiza and Wang, Chao (2017) Soft Computing Applied to Swarm Robotics. Applied Soft Computing, 57. pp. 696-697. ISSN 1568-4946
Angelov, Plamen and Sadeghi Tehran, Pouria and Clarke, Christopher (2017) AURORA : autonomous real-time on-board video analytics. Neural Computing and Applications, 28 (5). pp. 855-865. ISSN 0941-0643
Hyde, Richard and Angelov, Plamen and MacKenzie, A. R. (2017) Fully online clustering of evolving data streams into arbitrarily shaped clusters. Information Sciences, 382-38. pp. 96-114. ISSN 0020-0255
Angelov, Plamen and Sadeghi Tehran, Pouria (2017) Look-a-like : a fast content-based image retrieval approach using a hierarchically nested dynamically evolving image clouds and recursive local data density. International Journal of Intelligent Systems, 32 (1). pp. 82-103. ISSN 0884-8173
Kangin, Dmitry and Angelov, Plamen and Iglesias, José Antonio (2016) Autonomously evolving classifier TEDAClass. Information Sciences, 366. pp. 1-11. ISSN 0020-0255
Precup, Radu-Emil and Angelov, Plamen and Jales Costa, Bruno Sielly and Sayed-Mouchaweh, Moamar (2015) An overview on fault diagnosis and nature-inspired optimal control of industrial process applications. Computers in Industry, 74. pp. 75-94. ISSN 0166-3615
Angelov, Plamen and Sadeghi Tehran, Pouria (2015) A nested hierarchy of dynamically evolving clouds for big data structuring and searching. Procedia Computer Science, 53. pp. 1-8. ISSN 1877-0509
Blažič, Sašo and Angelov, Plamen and Škrjanc, Igor (2015) Comparison of approaches for identification of all-data cloud-based evolving systems. IFAC-PapersOnLine, 28 (10). pp. 129-134. ISSN 2405-8963
Costa, Bruno Sielly Jales and Angelov, Plamen and Guedes, Luiz Affonso (2015) Fully unsupervised fault detection and identification based on recursive density estimation and self-evolving cloud-based classifier. Neurocomputing, 150 (A). pp. 289-303. ISSN 0925-2312
Dutta Baruah, Rashmi and Angelov, Plamen (2014) DEC : dynamically evolving clustering autonomous and its application to structure. IEEE Transactions on Cybernetics, 44 (9). pp. 1619-1631. ISSN 2168-2267
Costa, Bruno Sielly Jales and Angelov, Plamen and Guedes, Luiz Affonso (2014) Real-time fault detection using recursive density estimation. Journal of Control, Automation and Electrical Systems, 25 (4). pp. 428-437. ISSN 2195-3880
Trevisan, Julio and Park, Juhyun and Angelov, Plamen and Ahmadzai, Abdullah and Gajjar, Ketan and Scott, Andrew D. and Carmichael, Paul L. and Martin, Frank (2014) Measuring similarity and improving stability in biomarker identification methods applied to Fourier-transform infrared (FTIR) spectroscopy. Journal of Biophotonics, 7 (3-4). pp. 254-265. ISSN 1864-063X
Angelov, Plamen (2014) Outside the box : an alternative data analytics frame-work. Journal of Automation, Mobile Robotics and Intelligent Systems, 8 (2). pp. 29-35. ISSN 1897-8649
Pratama, Maharadhika and G. Avanatti, Sreenatha and Angelov, Plamen and Lughofer, Edwin (2014) PANFIS : a novel incremental learning machine. IEEE Transactions on Neural Networks, 25 (1). pp. 55-68. ISSN 1045-9227
Clarke, Christopher and Angelov, Plamen and Sadeghi Tehran, Pouria and Yusuf, Majid (2014) SARIVA : Smartphone App for Real-time Intelligent Video Analytics. Journal of Automation, Mobile Robotics and Intelligent Systems, 8 (4). pp. 15-19. ISSN 1897-8649
Andreu, Javier and Angelov, Plamen (2013) Towards generic human activity recognition for ubiquitous applications. Journal of Ambient Intelligence and Humanized Computing, 4 (2). pp. 155-156. ISSN 1868-5137
Angelov, Plamen and Yager, Ronald (2013) Density-based averaging - a new operator for data fusion. Information Sciences, 222. pp. 163-174. ISSN 0020-0255
Dutta Baruah, Rashmi and Angelov, Plamen (2013) Analysis of evolving social network : methods and results from cell phone data set case study. International Journal of Social Network Mining, 1 (3-4). pp. 254-279. ISSN 1757-8485
Andreu, Javier and Angelov, Plamen (2013) An evolving machine learning method for human activity recognition systems. Journal of Ambient Intelligence and Humanized Computing, 4 (2). pp. 195-206. ISSN 1868-5137
Iglesias, Jose and Angelov, Plamen and Ledezma, Agapito and Sanchis, Aracheli (2012) Creating evolving user behavior profiles automatically. IEEE Transactions on Knowledge and Data Engineering, 24 (5). pp. 854-867. ISSN 1041-4347
Angelov, Plamen and Yager, Ronald (2012) A new type of simplified fuzzy rule-based systems. International Journal of General Systems, 41 (2). pp. 163-185. ISSN 0308-1079
Trevisan, Julio and Angelov, Plamen and Carmichael, Paul L. and Scott, Andrew and Martin, Frank (2012) Extracting biological information with computational analysis of Fourier transform infrared (FTIR) biospectroscopy datasets : current practices to future perspectives. Analyst, 137 (14). pp. 3202-3215. ISSN 0003-2654
Dutta Baruah, Rashmi and Angelov, Plamen (2011) Evolving fuzzy systems for data streams : A Survey. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 1 (6). pp. 461-476.
Angelov, Plamen (2011) Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams. IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, 41 (4). pp. 898-910. ISSN 1083-4419
Lughofer, Edwin and Angelov, Plamen (2011) Handling drifts and shifts in on-line data streams with evolving fuzzy systems. Applied Soft Computing, 11 (2). pp. 2057-2068. ISSN 1568-4946
Angelov, Plamen and Sadeghi-Tehran, Pouria and Ramezani, Ramin (2011) 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. International Journal of Intelligent Systems, 26 (3). pp. 189-205. ISSN 1098-111X
Angelov, Plamen and Sadeghi-Tehran, Pouria and Ramezani, Ramin (2011) A real-time approach to autonomous novelty detection and object tracking in video stream. International Journal of Intelligent Systems, 26 (3). pp. 189-205. ISSN 1098-111X
Rubio, José de Jesús and Angelov, Plamen and García, Enrique (2011) An uniformly stable backpropagation algorithm to train a feedforward neural network. IEEE Transactions on Neural Networks, 22 (3). pp. 356-366. ISSN 1045-9227
Sadeghi Tehran, Pouria and Andreu, Javier and Angelov, Plamen and Zhou, Xiaowei (2011) Intelligent leader follower behaviour for unmanned ground-based vehicles. Journal of Automation, Mobile Robotics and Intelligent Systems, 5 (1). pp. 36-47. ISSN 1897-8649
Iglesias, Jose Antonio and Angelov, Plamen and Ledezma, Agapito and Sanchis, Araceli (2010) Evolving classification of agents' behaviours : a general approach. Evolving Systems, 1 (3). pp. 161-171. ISSN 1868-6478
Iglesias, J. A. and Angelov, Plamen and Ledezma, A. and Sanchis, A. (2010) Human activity recognition based on evolving fuzzy systems. International Journal of Neural Systems, 20 (5). pp. 355-364. ISSN 0129-0657
Angelov, Plamen and Kordon, Arthur (2010) Adaptive inferential sensors based on evolving fuzzy models. IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, 40 (2). pp. 529-539. ISSN 1083-4419
McDonald, Simon and Angelov, Plamen (2010) Evolving Takagi Sugeno modelling with memory for slow processes. International Journal of Knowledge-Based and Intelligent Engineering Systems, 14 (1). pp. 11-16. ISSN 1327-2314
Trevisan, Julio and Angelov, Plamen and Martin, Frank (2010) A computational protocol and software implementation (as a MATLAB application) for biomaker identification in infrared spectroscopy datasets. Nature Protocols. ISSN 1754-2189
Trevisan, Julio and Angelov, Plamen and Martin, Frank (2009) Derivation of a computational approach to iteratively discriminate a transformation phenotype in Syrian hamster embryo (SHE) cells. Mutagenesis, 24 (6). p. 543. ISSN 0267-8357
Angelov, Plamen and Zhou, Xiaowei (2008) Evolving Fuzzy Rule-based Classifiers from Data Streams. IEEE Transactions on Fuzzy Systems, 16 (6). pp. 1462-1475. ISSN 1063-6706
Angelov, Plamen and Lughofer, Edwin and Zhou, Xiaowei (2008) Evolving fuzzy classifiers using different model architectures. Fuzzy Sets and Systems, 159 (23). pp. 3160-3182. ISSN 0165-0114
Angelov, Plamen and Filev, Dimitar and Kasabov, Nikola (2008) Guest Editorial : Evolving Fuzzy Systems : preface to the special section. IEEE Transactions on Fuzzy Systems, 16 (6). pp. 1390-1392. ISSN 1063-6706
Angelov, Plamen and Lughofer, Edwin (2008) A Comparative Study of two Approaches for Data-Driven Design of Evolving Fuzzy Systems: eTS and FLEXFIS. International Journal of General Systems, 37 (1). pp. 45-67. ISSN 0308-1079
Wright, Jonathan A. and Zhang, Yi and Angelov, Plamen and Hanby, Victor I. and Buswell, Richard A. (2008) Evolutionary Synthesis of HVAC System Configurations: Algorithm Development. HVAC and R Research, 14 (1). pp. 33-55. ISSN 1078-9669
Angelov, Plamen (2008) Evolving fuzzy systems. Scholarpedia, 3 (2). p. 6274.
Xydeas, Costas and Angelov, Plamen and Chiao, Shih-Yang and Reoullas, Michalis (2006) Advances in classification of EEG signals via evolving fuzzy classifiers and dependant multiple HMMs. Computers in Biology and Medicine, 36 (10). pp. 1064-1083. ISSN 0010-4825
Angelov, Plamen and Giglio, V and Guardiola, C and Lughofer, Edwin and Lujan, J M (2006) An Approach to Model-based Fault Detection in Industrial Measurement Systems with Application to Engine Test Benches. Measurement Science and Technology, 17 (7). pp. 1809-1818. ISSN 0957-0233
Angelov, Plamen and Xydeas, C (2006) Fuzzy Systems Design: Direct and Indirect Approaches. Soft Computing, 10 (9). pp. 836-849. ISSN 1432-7643
Angelov, Plamen and Kasabov, Nik (2006) Evolving Intelligent Systems, eIS. IEEE SMC eNewsLetter, 15. pp. 1-13.
Angelov, Plamen (2004) A fuzzy controller with evolving structure. Information Sciences, 161 (1-2). pp. 21-35. ISSN 0020-0255
Angelov, Plamen and Filev, Dimitar (2004) Flexible Models with Evolving Structure. International Journal of Intelligent Systems, 19 (4). pp. 327-340. ISSN 1098-111X
Angelov, Plamen (2004) An Approach for Fuzzy Rule-base Adaptation using On-line Clustering. International Journal of Approximate Reasoning, 35 (3). pp. 275-289. ISSN 0888-613X
Angelov, Plamen and Filev, Dimitar (2004) An approach to online identification of Takagi-Sugeno fuzzy models. IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, 34 (1). pp. 484-498. ISSN 1083-4419
Angelov, Plamen (2003) An evolutionary approach to fuzzy rule-based model synthesis using indices for rules. Fuzzy Sets and Systems, 137 (3). pp. 325-338. ISSN 0165-0114
Eftekhari, M and Marjanovic, L and Angelov, Plamen (2003) Design and Performance of a Rule-based Controller in a Naturally Ventilated Room. Computers in Industry, 51 (3). pp. 299-326. ISSN 0166-3615
Angelov, Plamen and Buswell, Richard (2003) Automatic generation of fuzzy rule-based models from data by genetic algorithms. Information Sciences, 150 (1-2). pp. 17-31. ISSN 0020-0255
Angelov, Plamen and Buswell, Richard (2002) Identification of Evolving Rule-based Models. IEEE Transactions on Fuzzy Systems, 10 (5). pp. 667-677. ISSN 1063-6706
Angelov, Plamen (2001) Construction scheduling, cost optimization and management : a new model based on neurocomputing and object technologies. Engineering, Construction and Architectural Management, 8 (3). pp. 233-234. ISSN 0969-9988
Angelov, Plamen (2001) Multi-objective optimisation in air-conditioning systems : comfort/discomfort definition by IF sets. Notes on Intuitionistic Fuzzy Sets, 7 (1). pp. 10-23. ISSN 1310-4926
Angelov, Plamen (2001) Supplementary Crossover Operator for Genetic Algorithms based on the Center-of-Gravity Paradigm. Control and Cybernetics, 30 (2). pp. 159-176. ISSN 0324-8569
Chen, L B and Bernard, O and Bastain, G and Angelov, Plamen (2000) Hybrid modelling of biotechnological processes using neural networks. Control Engineering Practice, 8 (7). pp. 821-827. ISSN 0967-0661
Angelov, Plamen (2000) Evolving Fuzzy Rule-based Models. Journal of the Chinese Institute of Industrial Engineers, 17 (5). pp. 459-468. ISSN 1017-0669
Angelov, Plamen and Hanby, V I and Wright, J A (2000) HVAC Systems Simulation: A Self-Structuring Fuzzy Rule-Based Approach. International Journal of Architectural Sciences, 1 (1). pp. 49-58. ISSN 1562-7810
Angelov, Plamen and Guthke, Reinhard (1997) A genetic-algorithm-based approach to optimization of bioprocesses described by fuzzy rules. Bioprocess and Biosystems Engineering, 16 (5). pp. 299-303. ISSN 1615-7591
Angelov, Plamen (1997) Optimization in an Intuitionistic Fuzzy Environment. Fuzzy Sets and Systems, 86 (3). pp. 299-306. ISSN 0165-0114
Angelov, Plamen (1995) Crispification : defuzzification over intuitionistic fuzzy sets. Bulletin for Studies and Exchanges on Fuzziness and its AppLications, BUSEFAL, 64. pp. 51-55. ISSN 0296-3698
Angelov, Plamen (1995) Intuitionistic fuzzy optimisation. Notes on Intuitionistic Fuzzy Sets, 1 (1). pp. 27-33. ISSN 1310-4926
Angelov, Plamen (1995) An analytical method for solving a type of fuzzy optimization problems, control and cybernetics. Control and Cybernetics, 24 (3). pp. 363-373. ISSN 0324-8569
Angelov, Plamen (1994) Approximate reasoning based optimization. Yugoslav Journal of Operations Research, 4 (1). pp. 11-17. ISSN 0354-0243
Angelov, Plamen and Petrov, M. (1994) Fuzzy optimization of laboratory fermenters. Biotechnology and Biotechnological Equipment, 8 (2). pp. 60-63. ISSN 1310-2818
Angelov, Plamen (1994) A generalized approach to fuzzy optimization. International Journal of Intelligent Systems, 9 (3). pp. 261-268. ISSN 1098-111X
Angelov, Plamen and Tzonkov, Stoyan (1993) Fuzzy optimal control of ethanol synthesis. Fuzzy Systems and Artificial Intelligence. pp. 45-51. ISSN 0368-492X
Angelov, Plamen and Tzonkov, Stoyan (1993) Optimal control of biotechnological processes described by fuzzy sets. Journal of Process Control, 3 (3). pp. 147-152. ISSN 0959-1524
Angelov, Plamen and Zamdjiev, N. (1993) An approach to fuzzy optimal control via parameterized conjunction and defuzzification. Fuzzy Systems and Artificial Intelligence, 2 (1). pp. 151-156. ISSN 0368-492X
Filev, Dimitar and Angelov, Plamen (1992) Fuzzy optimal control. Fuzzy Sets and Systems, 47 (2). pp. 151-156. ISSN 0165-0114
Filev, Dimitar and Angelov, Plamen (1992) Optimal control in a fuzzy environment. Yugoslav Journal of Operations Research, 2 (1). pp. 33-43. ISSN 0354-0243
Contribution in Book/Report/Proceedings
Aghasanli, Agil and Li, Yi and Angelov, Plamen (2025) Prototype-Based Continual Learning with Label-free Replay Buffer and Cluster Preservation Loss. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops :. UNSPECIFIED. (In Press)
Li, Yi and Angelov, Plamen (2025) Detecting Cross-domain Deepfake Videos with Contrastive Prototype Learning. In: International Joint Conference on Neural Networks :. UNSPECIFIED. (In Press)
Li, Yi and Sun, Yang and Angelov, Plamen (2024) Complex-Cycle-Consistent Diffusion Model for Monaural Speech Enhancement. In: Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence :. AAAI, USA. (In Press)
Li, Yi and Angelov, Plamen and Suri, Neeraj (2024) Self-Supervised Representation Learning for Adversarial Attack Detection. In: Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part I. Lecture Notes in Computer Science . Springer, Cham, pp. 236-252. ISBN 9783031730269
Li, Yi and Angelov, Plamen (2024) Explainable Audio-Visual Representation Learning via Prototypical Contrastive Masked Autoencoder. In: The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NIPS) :. UNSPECIFIED. ISBN 9781450383097 (In Press)
Li, Yi and Angelov, Plamen and Suri, Neeraj (2024) Robust Self-Supervised Learning for Adversarial Attack Detection. In: The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NIPS) :. UNSPECIFIED. ISBN 9781450383097 (In Press)
Ferreira, João and Pinto, João and Moura, Júlia and Li, Yi and Castro, Cristiano and Angelov, Plamen (2024) Vision-based Landing Guidance through Tracking and Orientation Estimation. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) :. UNSPECIFIED. ISBN 9798350318920 (In Press)
Lopez Pellicer, Alvaro and Giatgong, Kittipos and Li, Yi and Suri, Neeraj and Angelov, Plamen (2024) UNICAD : A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification. In: 2024 International Joint Conference on Neural Networks (IJCNN) :. IEEE, JPN. ISBN 9798350359329
Li, Yi and Angelov, Plamen and Suri, Neeraj (2024) Rethinking Self-Supervised Learning for Cross-Domain Adversarial Sample Recovery. In: 2024 International Joint Conference on Neural Networks (IJCNN) :. IEEE.
Li, Yi and Angelov, Plamen and Yu, Zhengxin and Lopez Pellicer, Alvaro and Suri, Neeraj (2024) Federated Adversarial Learning for Robust Autonomous Landing Runway Detection. In: International Conference on Artificial Neural Networks (ICANN) :. UNSPECIFIED. (In Press)
Aghasanli, Agil and Kangin, Dmitry and Angelov, Plamen (2023) Interpretable-Through-Prototypes Deepfake Detection for Diffusion Models. In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023 :. Computer Vision Foundation, FRA, pp. 467-474.
Li, Yi and Angelov, Plamen and Suri, Neeraj (2023) Fuzzy Detectors Against Adversarial Attacks. In: 2023 IEEE Symposium Series on Computational Intelligence :. IEEE, MEX, pp. 306-311. ISBN 9781665430654 (In Press)
Li, Yi and Angelov, Plamen and Suri, Neeraj (2023) Domain Generalization and Feature Fusion for Cross-domain Imperceptible Adversarial Attack Detection. In: 2023 International Joint Conference on Neural Networks (IJCNN) :. IEEE, Gold Coast, Australia. ISBN 9781665488686
do Carmo Alves, Matheus Ap and Yourdshahi, Elnaz Shafipour and Varma, Amokh and Marcolino, Leandro Soriano and Ueyama, Jó and Angelov, Plamen (2023) On-line Estimators for Ad-hoc Task Execution : Learning Types and Parameters of Teammates for Effective Teamwork JAAMAS Track. In: Proceedings of AAMAS-2023 :. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, 2023-M . ACM, GBR, pp. 140-142. ISBN 9781450394321
Yu, Zhengxin and Lu, Yang and Angelov, Plamen and Suri, Neeraj (2023) PPFM : An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework. In: 2022 18th International Conference on Mobility, Sensing and Networking (MSN) :. IEEE, CHN, pp. 502-509. ISBN 9781665464581
Almeida Soares, Eduardo and Angelov, Plamen and Suri, Neeraj (2023) Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks. In: Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022 :. Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022 . IEEE, pp. 1028-1035. ISBN 9781665487689
Zhang, Ziyang and Angelov, Plamen and Almeida Soares, Eduardo and Longepe, Nicolas and Mathieu, Pierre Philippe (2023) An Interpretable Deep Semantic Segmentation Method for Earth Observation. In: 2022 IEEE 11th International Conference on Intelligent Systems (IS) :. 2022 IEEE 11th International Conference on Intelligent Systems (IS) . IEEE, pp. 1-8. ISBN 9781665492768
Baisa, Nathanael L. and Williams, Bryan and Rahmani, Hossein and Angelov, Plamen and Black, Sue (2022) Multi-Branch with Attention Network for Hand-Based Person Recognition. In: 2022 26th International Conference on Pattern Recognition, ICPR 2022 :. Proceedings - International Conference on Pattern Recognition . IEEE, CAN, pp. 727-732. ISBN 9781665490627
Jiang, Zheheng and Rahmani, Hossein and Angelov, Plamen and Black, Sue and Williams, Bryan (2022) Graph-context Attention Networks for Size-varied Deep Graph Matching. In: Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022 :. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition . IEEE, pp. 2333-2342. ISBN 9781665469470
Angelov, Plamen and Papadopoulos, George A. and Castellano, Giovanna and Casalino, Gabriella and Lughofer, Edwin and Leite, Daniel (2022) Preface. In: 2022 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) :. IEEE Conference on Evolving and Adaptive Intelligent Systems, 2022-M . IEEE, CYP. ISBN 9781665437073
Baisa, Nathanael L. and Williams, Bryan and Rahmani, Hossein and Angelov, Plamen and Black, Sue (2022) Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning. In: 2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022 :. 2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022 . Institute of Electrical and Electronics Engineers Inc., AUT, pp. 1-6. ISBN 9781665469647
Alghamdi, Mona and Angelov, Plamen and Williams, Bryan (2022) Automated Person Identification Framework Based on Fingernails and Dorsal Knuckle Patterns. In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI) :. IEEE. ISBN 9781728190495
Vyas, Ritesh and Rahmani, Hossein and Boswell-Challand, Ricki and Angelov, Plamen and Black, S. and Williams, Bryan (2021) Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition. In: International Joint Conference on Biometrics (IJCB-2021) :. 2021 IEEE International Joint Conference on Biometrics, IJCB 2021 . IEEE, Shenzhen, China, pp. 1-8. ISBN 9781665437813
Angelov, Plamen (2021) Keynote: Explainable-by-design Deep Learning. In: 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) :. IEEE, p. 175. ISBN 9781665447249
Angelov, Plamen and Soares, Eduardo (2020) Towards Deep Machine Reasoning : A Prototype-based Deep Neural Network with Decision Tree Inference. In: 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020 :. Institute of Electrical and Electronics Engineers Inc., CAN, pp. 2092-2099. ISBN 9781728185262
Jaworski, Maciej and Rutkowski, Leszek and Angelov, Plamen (2020) Concept Drift Detection Using Autoencoders in Data Streams Processing. In: Artificial Intelligence and Soft Computing : 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I. Lecture Notes in Computer Science . Springer, Cham, pp. 124-133. ISBN 9783030614003
Gu, Xiaowei and Khan, Muhammad and Angelov, Plamen and Tiwary, Bikash and Shafipour Yourdshahi, Elnaz and Yang, Zhaoxu (2020) A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. In: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) :. IEEE, pp. 1-10. ISBN 9781728169330
Maglogiannis, Ilias and Angelov, Plamen and Macintyre, John and Iliadis, Lazaros and Kolias, Stefanos and Pimenidis, Elias (2020) Preface. In: Artificial Intelligence Applications and Innovations : 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II. IFIP Advances in Information and Communication Technology . Springer, GRC, v-ix. ISBN 9783030491857
Maglogiannis, Ilias and Angelov, Plamen and Macintyre, John and Iliadis, Lazaros and Kolias, Stefanos and Pimenidis, Elias (2020) Preface. In: Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops : MHDW 2020 and 5G-PINE 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings. IFIP Advances in Information and Communication Technology . Springer, GRC, v-vi. ISBN 978-3-030-49189-5
Maglogiannis, Ilias and Angelov, Plamen and Macintyre, John and Iliadis, Lazaros and Kolias, Stefanos and Pimenidis, Elias (2020) Preface. In: Artificial Intelligence Applications and Innovations : 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I. IFIP Advances in Information and Communication Technology . Springer, GRC, v-ix. ISBN 9783030491604
Shafipour Yourdshahi, Elnaz and Do Carmo Alves, Matheus and Soriano Marcolino, Leandro and Angelov, Plamen (2020) On-line Estimators for Ad-hoc Task Allocation : Extended Abstract. In: Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020) :. ACM, 1999–2001. ISBN 9781450375184
Shafipour Yourdshahi, Elnaz and Aparecido do Carmo Alves, Matheus and Soriano Marcolino, Leandro and Angelov, Plamen (2020) On-Line Estimators for Ad-Hoc Task Allocation. In: Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020 :. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS . International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 1999–2001. ISBN 9781450375184
Angelov, Plamen and Boumhidi, Jaouad and Hagras, Hani and Nfaoui, El Habib and Oubenaalla, Youness and Loqman, Chakir and Mestari, Mohammed and Mousannif, Hajar (2019) ICDS 2019 Preface. In: 2019 Third International Conference on Intelligent Computing in Data Sciences (ICDS) :. IEEE, MAR. ISBN 9781728100036
Alghamdi, Mona and Angelov, Plamen and Rufino, Mariana and Gimenez, Raul and Almeida Soares, Eduardo (2019) Self-Organising and Self-Learning Model for Soybean Yield Prediction. In: 2019 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019 :. IEEE, pp. 441-446. ISBN 9781728129471
Corrales, Juan Carlos and Iglesias, Jose Antonio and Angelov, Plamen (2018) Preface. In: Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change II : Proceedings of the 2nd International Conference of ICT for Adapting Agriculture to Climate Change (AACC’18), November 21–23, 2018, Cali, Colombia. Advances in Intelligent Systems and Computing . Springer, COL, v-vi. ISBN 97830300444466
Martins, Rodrigo Siqueira and Angelov, Plamen and Costa, Bruno Sielly Jales (2018) Automatic detection of computer network traffic anomalies based on eccentricity analysis. In: 2018 IEEE International Conference on Fuzzy Systems, FUZZ 2018 - Proceedings :. Institute of Electrical and Electronics Engineers Inc., BRA. ISBN 9781509060207
Corrales, Juan Carlos and Iglesias, Jose Antonio and Angelov, Plamen (2018) Preface. In: 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, Popayán, Colombia. Advances in Intelligent Systems and Computing . Springer, COL, v-vi. ISBN 9783319701868
Ali, Azliza Mohd and Angelov, Plamen (2017) Applying computational intelligence to community policing and forensic investigations. In: Advanced Sciences and Technologies for Security Applications :. Advanced Sciences and Technologies for Security Applications . Springer, pp. 231-246. ISBN 9783319533957
Angelov, Plamen and Gegov, Alexander and Jayne, Chrisina and Shen, Qiang (2017) Preface. 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, GBR, v-vi. ISBN 9783319465616
Angelov, Plamen and Sperduti, Alessandro (2016) Challenges in deep learning. In: ESANN 2016 - 24th European Symposium on Artificial Neural Networks :. ESANN 2016 - 24th European Symposium on Artificial Neural Networks . i6doc.com publication, BEL, pp. 489-496. ISBN 9782875870278
Sadeghi Tehran, Pouria and Angelov, Plamen (2016) ARTOD : Autonomous Real Time Objects Detection by a moving camera using recursive density estimation. In: Novel applications of intelligent systems :. Studies in Computational Intelligence . Springer Verlag, Cham, pp. 123-138. ISBN 9783319141930
Sayed-Mouchaweh, Moamar and Fleury, Anthony and Angelov, Plamen and Lughofer, Edwin and Iglesias, José A. (2015) Preface. In: 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) :. IEEE, FRA, pp. 1-2. ISBN 9781467366984
Andonovski, Goran and Blazic, Saso and Angelov, Plamen and Skrjanc, Igor (2015) Robust evolving cloud-based controller in normalized data space for heat-exchanger plant. In: Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on :. IEEE, TUR, pp. 1-7. ISBN 9781467374286
Angelov, Plamen (2015) Typicality distribution function : a new density-based data analytics tool. In: Neural Networks (IJCNN), 2015 International Joint Conference on :. IEEE, IRL, pp. 1-8.
Hyde, Richard and Angelov, Plamen (2015) A new online clustering approach for data in arbitrary shaped clusters. In: Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on :. IEEE, POL, pp. 228-233. ISBN 9781479983209
Blazic, Saso and Angelov, Plamen and Skrjanc, Igor (2015) Comparison approaches for identification of all-data cloud-based evolving systems. In: IFAC ESCIT :. IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control ESCIT.
Sadeghi Tehran, Pouria and Angelov, Plamen (2015) ATDT : Autonomous Template-based Detection and Tracking of objects from airborne camera. In: Intelligent Systems 2014 : Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications. Advances in Intelligent Systems and Computing . Springer, GBR, pp. 555-565. ISBN 9783319113098
Kolev, Denis and Suvorov, Mikhail and Morozov, Evgeniy and Markarian, Garik and Angelov, Plamen (2015) Incremental anomaly identification in flight data analysis by adapted one-class SVM method. In: Artificial neural networks : methods and applications in bio-/neuroinformatics. Springer Series in Bio-/Neuroinformatics . Springer, pp. 373-391. ISBN 9783319099026
Bezerra, Clauder Gomez and Costa, Bruno and Guedes, Luiz Affonso and Angelov, Plamen (2015) RDE with forgetting : an approximate solution for large values of k with an application to fault detection problems. In: Statistical learning and data sciences : Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings. Lecture Notes in Computer Science . Springer, pp. 169-178. ISBN 9783319170909
Kangin, Dmitry and Angelov, Plamen (2015) Recursive SVM based on TEDA. In: Statistical learning and data sciences : Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings. Lecture Notes in Computer Science . Springer, Cham, pp. 156-168. ISBN 9783319170909
Angelov, Plamen and Skrjanc, Igor and Blazic, Saso (2015) A robust evolving cloud-based controller. In: Springer Handbook of Computational Intelligence :. Springer, Berlin, pp. 1435-1449. ISBN 9783662435045
Angelov, Plamen and Wilding, Ashley (2014) RTSDE : recursive total-sum-distances-based density estimation approach and its application for autonomous real-time video analytics. In: 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS) :. IEEE, USA, pp. 81-86. ISBN 9781479944958
Hyde, Richard and Angelov, Plamen (2014) A fully autonomous data density based clustering algorithm. In: Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on :. IEEE, USA, pp. 116-123. ISBN 9781479944958
Angelov, Plamen (2014) Anomaly detection based on eccentricity analysis. In: 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS) :. IEEE Press, USA, pp. 1-8. ISBN 9781479944958
Morris, Gruff and Angelov, Plamen (2014) Real-time novelty detection in video using background subtraction techniques : state of the art a practical review. In: 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC) :. IEEE Press, USA, pp. 537-543. ISBN 9781479938407
Hyde, Richard and Angelov, Plamen (2014) Data density based clustering. In: Computational Intelligence (UKCI), 2014 14th UK Workshop on :. IEEE, GBR, pp. 1-7. ISBN 9781479955381
Dutta Baruah, Rashmi and Angelov, Plamen and Baruah, Diganta (2014) Dynamically evolving fuzzy classifier for real-time classification of data streams. In: Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on :. IEEE, CHN, pp. 383-389. ISBN 9781479920730
Costa, Bruno and Angelov, Plamen and Guedes, Luiz Affonso (2014) A new unsupervised approach to fault detection and identification. In: Neural Networks (IJCNN), 2014 International Joint Conference on :. IEEE, pp. 1557-1564. ISBN 9781479966271
Dutta Baruah, Rashmi and Angelov, Plamen and Baruah, Diganta (2014) Dynamically evolving clustering for data streams. In: Proceedings 2014 IEEE Symposium on Evolving and Intelligent Systems, EAIS2014 :. IEEE Xplore, AUT, pp. 1-6. ISBN 9781479933471
Skrjanc, Igor and Blazic, Sasho and Angelov, Plamen (2014) Robust evolving cloud-based PID control adjusted by gradient learning method. In: Proceedings 2014 IEEE Symposium on Evolving and Intelligent Systems, EAIS-2014 :. IEEE Xplore, AUT, pp. 1-8. ISBN 9781479933471
Angelov, Plamen and Kangin, Dmitry and Xiaowei, Zhou and Kolev, Denis (2014) Symbol recognition with a new autonomously evolving classifier autoclass. In: 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems :. IEEE, 9781479933471, pp. 1-6.
Chen, Xuewen and Qu, Guangzhi and Angelov, Plamen and Ferri, Cesar and Lai, Jian Huang and Wani, Arif (2014) Preface. In: 2014 13th International Conference on Machine Learning and Applications :. IEEE, USA, xiv. ISBN 9781479974153
Angelov, Plamen and Filev, Dimitar and Kasabov, Nik and Lughofer, Edwin and Klement, Erich Peter and Saminger-Platz, Susanne and Iglesias, José A. and Sayed-Mouchaweh, Moamar (2014) Preface. In: 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) :. IEEE, AUT. ISBN 9781479933471
Ali, Azman and Hutchinson, David and Angelov, Plamen and Smith, Paul (2013) Towards an autonomous resilience strategy the implementation of a self evolving rate limiter. In: 13th UK Workshop on Computational Intelligence (UKCI), 2013 :. UKCI 2013, Guildford, UK, pp. 299-304. ISBN 9781479915682
Suvorov, Michail and Ivliev, Sergey and Markarian, Garik and Kolev, Denis and Zvikhachevskiy, Dmitry and Angelov, Plamen (2013) Incremental anomaly identification by adapted SVM method. In: International Joint Conference on Neural Networks, IJCNN-2013, Dallas, TX, USA, 3-9 August, 2013 :. IEEE, Piscataway, N.J., pp. 1-8. ISBN 9781467361286
Kolev, Denis and Angelov, Plamen and Markarian, Garik and Suvorov, Michail and Lysanov, S. (2013) ARFA : automated real-time flight data analysis using evolving clustering, classifiers and recursive density estimation. In: Evolving and Adaptive Intelligent Systems (EAIS), 2013 IEEE Conference on :. IEEE Press, Piscataway, N.J., pp. 91-97. ISBN 9781467358552
Suvorov, Michail and Ivliev, Sergey and Markarian, Garik and Kolev, Denis and Zvikhachevskiy, Dmitry and Angelov, Plamen (2013) OSA : one-class recursive SVM algorithm with negative samples for fault detection. In: Artificial neural networks and machine learning – ICANN 2013 : 23rd International Conference on Artificial Neural Networks Sofia, Bulgaria, September 10-13, 2013. Proceedings. Lecture Notes in Computer Science . Springer Verlag, Berlin, pp. 194-207. ISBN 9783642407277
Dutta Baruah, Rashmi and Angelov, Plamen (2013) Online learning and prediction of data streams using dynamically evolving fuzzy approach. In: Proceedings of the 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2013) :. IEEE, Piscataway, N.J., pp. 1-6. ISBN 9781479900206
Angelov, Plamen and Skrjanc, Igor and Blazic, Sasho (2013) Robust evolving cloud-based controller for a hydraulic plant. In: Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence, SSCI-2013,16-19 April 2013, Singapore :. IEEE, Piscataway, N.J., pp. 1-8. ISBN 9781467358552
Kangin, Dmitry and Kolev, Georgi and Angelov, Plamen (2013) Vehicle plate recognition using improved neocognitron neural network. In: Artificial Neural Networks and Machine Learning – ICANN 2013 : 23rd International Conference on Artificial Neural Networks Sofia, Bulgaria, September 10-13, 2013. Proceedings. Lecture Notes in Computer Science . Springer Verlag, Berlin, pp. 628-640. ISBN 9783642407277
Costa, Bruno and Skrjanc, Igor and Blazic, Sasho and Angelov, Plamen (2013) A practical implementation of self-evolving cloud-based control of a pilot plant. In: 2013 IEEE International Conference on Cybernetics, CYBCONF-2013, Lausanne, Switzerland13-15 June, 2013 :. IEEE, Piscataway, N.J., pp. 7-12. ISBN 9781467364690
Angelov, Plamen (2012) Evolving fuzzy systems. In: Computational Complexity : Theory, Techniques, and Applications. Springer New York, pp. 1053-1065. ISBN 1461417996
Angelov, Plamen and Gude, Chirag and Sadeghi-Tehran, Pouria and Ivanov, Tsvetan (2012) ARTOT : Autonomous Real-Time Object detection and Tracking by a moving camera. In: Intelligent Systems (IS), 2012 6th IEEE International Conference :. IEEE, pp. 446-452. ISBN 9781467322768
Angelov, Plamen and Filev, Dimitar and Kasabov, Nik and Iglesias, José Antonio (2012) Preface. In: 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems :. IEEE, ESP, iii-iv. ISBN 9781467317283
Dutta Baruah, Rashmi and Angelov, Plamen (2012) Evolving local means methods for clustering of streaming data. In: Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on :. IEEE Press, pp. 2161-2168. ISBN 9781467315074
Angelov, Plamen (2012) ALMA for evolving systems. In: 12th NCEI, Auckland, New Zealand :. UNSPECIFIED, Auckland.
Angelov, Plamen and Andreu, Javier and Vong, Tu (2012) Automatic mobile photographer and picture diary. In: Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on :. IEEE, pp. 102-107. ISBN 978-1-4673-1728-3
Sadeghi-Tehran, Pouria and Behera, Sashmita and Angelov, Plamen and Andreu, Javier (2012) Autonomous visual self-localization in completely unknown environment. In: Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on :. IEEE, pp. 90-95. ISBN 978-1-4673-1728-3
Ali, Azman and Angelov, Plamen and Hutchinson, David (2012) Towards adaptive, self learning resilience strategies. In: 6th International Workshop on Self Organizing Systems IWSOS-2012 :. UNSPECIFIED, Delft, The Netherlands.
Dutta Baruah, Rashmi and Angelov, Plamen (2012) Evolving social network analysis: A case study on mobile phone data. In: Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on :. IEEE, pp. 114-120. ISBN 978-1-4673-1728-3
Sadeghi-Tehran, Pouria and Angelov, Plamen (2012) A Real-time Approach for Novelty Detection and Trajectories Analysis for Anomaly Recognition in Video Surveillance Systems. In: Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on :. IEEE, pp. 108-113. ISBN 978-1-4673-1728-3
Sadeghi-Tehran, Pouria and Cara, Ana and Angelov, Plamen and Pomares, Hector and Rojas, Ignacio and Prieto, Alberto (2012) Self-evolving parameter-free Rule-based Controller : SPARC. In: Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on :. IEEE, pp. 754-761. ISBN 978-1-4673-1507-4
Angelov, Plamen and Dutta Baruah, Rashmi and Andreu, Javier (2011) Simpl_eClass : simple potential-free evolving fuzzy rule-based on-line classifiers. In: Proceedings of 2011 IEEE International Conference on Systems, Man and Cybernetics, SMC 2011, Anchorage, Alaska, USA, 7-9 Oct, 2011 :. IEEE, pp. 2249-2254. ISBN 978-1-4577-0652-3
Angelov, Plamen (2011) Autonomous Machine Learning (ALMA) : generating rules from data streams. In: Proceedings of the Special International Conference on Complex Systems, COSY-2011 : 16-19 September 2011. UNSPECIFIED, Ohrid, FYR of Macedonia, pp. 249-256.
Ali, Azman and Angelov, Plamen and Hutchison, David (2011) Towards an adaptive resilience strategy for future computer networks. In: Proceedings of the UKCI 2011, 7-9 Spetember, 2011, Manchester, UK :. University of Manchester, Manchester, pp. 201-206.
Andreu, Javier and Dutta Baruah, Rashmi and Angelov, Plamen (2011) Real-time recognition of human activities from wearable sensors by evolving classifiers. In: 2011 IEEE International Conference on Fuzzy Systems (FUZZ) :. IEEE, pp. 2786-2793. ISBN 978-1-4244-7315-1
Andreu, Javier and Dutta Baruah, Rashmi and Angelov, Plamen (2011) Automatic scene recognition for low-resource devices using evolving classifiers. In: 2011 IEEE International Conference on Fuzzy Systems (FUZZ) :. IEEE, TWN, pp. 2779-2785. ISBN 978-1-4244-7315-1
Iglesias, Jose Antonio and Angelov, Plamen and Ledezma, Agapito and Sanchis, Araceli (2011) Evolving Human Activity Classifier from Sensor Streams. In: Evolving and Adaptive Intelligent Systems (EAIS), 2011 IEEE Workshop on :. IEEE, FRA, pp. 139-146. ISBN 978-1-4244-9978-6
Sadeghi-Tehran, Pouria and Angelov, Plamen (2011) Online Self-Evolving Fuzzy Controller for Autonomous Mobile Robots. In: Evolving and Adaptive Intelligent Systems (EAIS), 2011 IEEE Workshop on :. IEEE, FRA, pp. 100-107. ISBN 978-1-4244-9978-6
Angelov, Plamen and Yager, Ronald (2011) Simplified Fuzzy Rule-based Systems using Non-parametric Antecedents and relative Data Density. In: Proceedings IEEE Symposium Series on Computational Intelligence, SSCI-2011, Paris :. IEEE, FRA, pp. 62-69. ISBN 978-14244-9977-9
Macias-Hernandez, Jose J. and Angelov, Plamen and Zhou, Xiaowei (2011) Using Evolving Fuzzy Models to predict Crude Oil Distillation Side Streams. In: Computer-Aided Design, Manufacturing, Modeling and Simulation :. Trans-Tech Publications, Hangzhou, pp. 432-437. ISBN 978-3-03785-236-1
Angelov, Plamen and Filev, Dimitar and Kasabov, Nikola (2010) Evolving intelligent systems. In: Proceedings of the International Symposium on Evolving Intelligent Systems - A Symposium at the AISB 2010 Convention :. Proceedings of the International Symposium on Evolving Intelligent Systems - A Symposium at the AISB 2010 Convention . AISB, GBR.
Angelov, Plamen and Filev, Dimitar and Kasabov, Nikola (2010) Preface EIS -10. In: Proceedings of the International Symposium on Evolving Intelligent Systems - A Symposium at the AISB 2010 Convention :. AISB, GBR.
Angelov, Plamen and Yager, Ronald (2010) A simple fuzzy rule-based system through vector membership and kernel-based granulation. In: 5th IEEE International Conference Intelligent Systems (IS), 2010 :. IEEE, London, UK, pp. 349-354. ISBN 978-1-4244-5163-0
Sadeghi-Tehran, Pouria and Angelov, Plamen and Ramezani, Ramin (2010) A Fast Recursive Approach to Autonomous Detection, Identification and Tracking of Multiple Objects in Video Streams under Uncertainties. In: 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. Communications in Computer and Information Science . Springer, Dortmund, Germany, pp. 30-43. ISBN 978-3-642-14057-0
Andreu, Javier and Angelov, Plamen (2010) Real-time human activity recognition from wireless sensors using evolving fuzzy systems. In: IEEE International Conference on Fuzzy Systems (FUZZ), 2010 :. IEEE, Barcelona, Spain, pp. 2652-2659. ISBN 978-1-4244-6919-2
Iglesias, Jose and Angelov, Plamen and Ledezma, Agapito and Sanchis, Araceli (2010) User modeling : through statistical analysis and an evolving classifier. In: IEEE International Conference on Fuzzy Systems (FUZZ), 2010 :. IEEE, Barcelona, Spain, pp. 3226-3233. ISBN 978-1-4244-6919-2
Angelov, Plamen and Kordon, Arthur (2010) Evolving Inferential Sensors in the Chemical Process Industry. In: Evolving Intelligent Systems : Methodology and Applications. John Wiley and Sons, pp. 313-336. ISBN 9780470287194
Angelov, Plamen (2010) Evolving Takagi-Sugeno Fuzzy Systems from Streaming Data (eTS+). In: Evolving Intelligent Systems : Methodology and Applications. John Wiley and Sons, pp. 21-50. ISBN 9780470287194
Angelov, Plamen and Filev, Dimitar P. and Kasabov, Nikola (2010) Preface. In: Evolving Intelligent Systems : Methodology and Applications. John Wiley and Sons, VII-XIV. ISBN 9780470287194
Macias Hernandez, Jose and Angelov, Plamen (2010) Applications of evolving intelligent systems to oil and gas industry. In: Evolving intelligent systems : methodology and applications :. IEEE Press series in Computational Intelligence . John Wiley and Sons and IEEE Press, New York, USA, pp. 401-422. ISBN 978-0-470-28719-4
Angelov, Plamen (2010) Evolving Takagi-Sugeno fuzzy systems from data streams (eTS+). In: Evolving intelligent systems : methodology and applications :. IEEE Press series in Computational Intelligence . John Wiley and Sons and IEEE Press, New York, USA, pp. 21-50. ISBN 978-0-470-28719-4
Angelov, Plamen and Kordon, Arthur (2010) Evolving intelligent sensors in chemical industry. In: Evolving intelligent systems : methodology and applications :. IEEE Press series in Computational Intelligence . John Wiley and Sons and IEEE Press, New York, USA, pp. 313-336. ISBN 978-0-470-28719-4
Andreu, Javier and Angelov, Plamen (2010) Forecasting Time-Series for NN GC1 using Evolving Takagi-Sugeno (eTS) Fuzzy Systems with On-line Inputs Selection. In: 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010) :. IEEE, Barcelona, pp. 1479-1483. ISBN 978-1-4244-6920-8
Antonio Iglesias, Jose and Angelov, Plamen and Ledezma, Agapito and Sanchis, Araceli (2010) Human Activity Recognition in Intelligent Home Environments: An Evolving Approach. In: ECAI 2010 - 19th European Conference on Artificial Intelligence :. IOS Press, Lisbon, pp. 1047-1048. ISBN 978-1-60750-606-5
Angelov, Plamen and Filev, Dimitar and Kasabov, Nikola (2009) 2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems, ESDIS 2009 - Proceedings : Welcome Message. In: 2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems :. IEEE, USA, v. ISBN 9781424427543
Lughofer, Edwin and Angelov, Plamen (2009) Detecting and reacting on drifts and shifts in on-line data streams with evolving fuzzy systems. 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. :. IFSA, Lisbon, Portugal, pp. 931-937. ISBN 978-989-95079-6-8
Angelov, Plamen (2009) Evolving Fuzzy Systems. In: Encyclopedia of Complexity and System Science :. Springer, Berlin/Heidelberg. ISBN 978-0-387-75888-6
Iglesias, Jose and Angelov, Plamen and Ledezma, Agapito and Sanchis, Araceli (2009) Modelling evolving user behaviours. In: IEEE Workshop on Evolving and Self-Developing Intelligent Systems, 2009. ESDIS '09. :. IEEE, Nashville, Tennessey, USA, pp. 16-23. ISBN 978-1-4244-2754-3
Zhou, Xiaowei and Angelov, Plamen and Wang, Chengwei (2008) A predictive controller for object tracking of a mobile robot. In: Intelligent Vehicle Control Systems - Proceedings of the 2nd International Workshop on Intelligent Vehicle Control Systems, IVCS 2008; In Conjunction with ICINCO 2008 :. Intelligent Vehicle Control Systems - Proceedings of the 2nd International Workshop on Intelligent Vehicle Control Systems, IVCS 2008; In Conjunction with ICINCO 2008 . SciTePress, PRT, pp. 73-82. ISBN 9789898111340
Ramezani, R. and Angelov, Plamen and Zhou, Xiao (2008) A fast approach to novelty detection in video streams using recursive density estimation. In: Intelligent Systems, 2008. IS '08. 4th International IEEE Conference :. IEEE, BGR, 14-2 - 14-7. ISBN 978-1-4244-1739-1
McDonald, Simon and Xydeas, Costas and Angelov, Plamen (2008) Decision Support Systems: Improving Levels of Care and Lowering costs in anticoagulation therapy. In: Electronic healthcare : First International Conference, eHealth 2008, London, UK, September 8-9, 2008. Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering . Springer, London, UK, pp. 175-178. ISBN 978-3-642-00412-4
Angelov, Plamen and Zhou, Xiaowei (2008) On line learning fuzzy rule-based system structure from data streams. In: IEEE International Conference on Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). :. IEEE, Hong Kong, pp. 915-922. ISBN 978-1-4244-1818-3
McDonald, Simon and Angelov, Plamen and Xydeas, C. (2008) A retrospective comparative study of three data modelling techniques in anticoagulation therapy. In: BMEI 2008. International Conference on BioMedical Engineering and Informatics, 2008. :. IEEE, Sanya, Hainan, China, pp. 219-225. ISBN 978-0-7695-3118-2
Angelov, Plamen and Bocaniala, C. D. and Xydeas, C. and Pattchett, C. and Ansell, D. and Everett, M. and Leng, G. (2008) A Passive Approach to Autonomous Collision Detection and Avoidance in Uninhabited Aerial Systems. In: Tenth International Conference on Computer Modeling and Simulation, 2008. UKSIM 2008. :. IEEE, Emanuel College, Cambridge, UK, pp. 64-69. ISBN 0-7695-3114-8
Angelov, Plamen and Kordon, Arthur and Zhou, Xiao (2008) Evolving Fuzzy Inferential Sensors for Process Industry. In: 3rd International Workshop on Genetic and Evolving Systems, 2008. GEFS 2008. :. IEEE, Witten-Bomerholz, Germany, pp. 41-46. ISBN 978-1-4244-1612-7
Angelov, Plamen and Ramezani, Ramin and Zhou, Xiao (2008) Autonomous novelty detection and object tracking in video streams using evolving clustering and Takagi-Sugeno type neuro-fuzzy system. In: IEEE International Joint Conference on Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). :. IEEE, Hong Kong, pp. 1456-1463. ISBN 978-1-4244-1820-6
Angelov, Plamen and Zhou, Xiaowei and Filev, Dimitar and Lughofer, Edwin (2007) Architectures of evolving fuzzy rule-based classifiers. In: Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on :. IEEE, Montreal, Canada, pp. 2050-2055. ISBN 978-1-4244-0991-4
Macias-Hernandez, J J and Angelov, Plamen and Zhou, Xiaowei (2007) Soft sensor for predicting crude oil distillation side streams using Takagi Sugeno evolving fuzzy models. In: Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on :. IEEE, Montreal, Canada, pp. 3305-3310. ISBN 978-1-4244-0991-4
Lughofer, E. and Angelov, Plamen and Zhou, Xiaowei (2007) Evolving single- and multi-model fuzzy classifiers with FLEXFIS-class. In: Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International :. IEEE, London, pp. 363-368. ISBN 1-4244-1209-9
Angelov, Plamen and Zhou, Xiaowei (2007) Evolving fuzzy classifier for novelty detection and landmark recognition by mobile robots. In: Mobile Roots : The Evolutionary Approach. Studies in Computational Intelligence . UNSPECIFIED, pp. 89-118. ISBN 3540497196
Zhou, Xiaowei and Angelov, Plamen (2007) An Approach to Autonomous Self-localization of a Mobile Robot in Completely Unknown Environment using Evolving Fuzzy Rule-based Classifier. In: Computational Intelligence in Security and Defense Applications, 2007. CISDA 2007. IEEE Symposium on :. IEEE, Honolulu, Hawaii, USA, pp. 131-138. ISBN 1-4244-0700-1
Filev, Dimitar and Angelov, Plamen (2007) Algorithms for Real-Time Clustering and Generation of Rules from Data. In: Advances in Fuzzy Clustering and Its Applications :. John Willey and Sons, Chichester, pp. 353-370. ISBN 978-0-470-02760-8
Angelov, Plamen and Zhou, Xiaowei (2007) Evolving Fuzzy Classifier for Real-time Novelty Detection and Landmark Recognition by a Mobile Robot. In: Mobile Robots: The Evolutionary Approach :. Studies in Computational Intelligence, 50 . Springer, Berlin/Heidelberg, pp. 95-124. ISBN 978-3-540-49719-6
Klawonn, Frank and Angelov, Plamen (2006) Evolving extended naive Bayes classifiers. In: Data Mining Workshops, 2006. ICDM Workshops 2006. Sixth IEEE International Conference on :. IEEE, Hong Kong, pp. 643-647. ISBN 0-7695-2702-7
Angelov, Plamen (2006) Evolving fuzzy rule-based systems for modelling of non-linear non-stationary processes. In: IFAC Workshop on Energy Saving Control in Plants and Buildings (2006) :. IFAC, Bansko, Bulgaria, pp. 43-50. ISBN 978-3-902661-19-7
Memon, M. A. and Angelov, Plamen and Ahmed, H. (2006) An Approach to Real-Time Color-based Object Tracking. In: Evolving Fuzzy Systems, 2006 International Symposium on :. IEEE, Ambleside, Lake District, UK, pp. 81-87. ISBN 0-7803-9718-5
Macias, J J and Angelov, Plamen and Xiaowei, Zhou (2006) A Method for Predicting Quality of the Crude Oil Distillation. In: Evolving Fuzzy Systems, 2006 International Symposium on :. IEEE, Ambleside, Lake District, UK, pp. 214-220. ISBN 0-7803-9719-3
Jones, Eric and Angelov, Plamen and Xydeas, C (2006) Recovery of LSP Coefficients in VoIP Systems using Evolving Takagi-Sugeno Fuzzy MIMO Models. In: Evolving Fuzzy Systems, 2006 International Symposium on :. IEEE, Ambleside, Lake District, UK, pp. 208-214. ISBN 0-7803-9718-5
Angelov, Plamen and Zhou, Xiaowei (2006) Evolving fuzzy systems from data streams in real-time. In: Proceedings of the 2006 International Symposium on Evolving Fuzzy Systems :. IEEE, Ambleside, Lake District, UK, pp. 29-35. ISBN 0780397193
Angelov, Plamen (2006) Nature-inspired techniques for real-time knowledge extraction from data. In: NiSIS Brainstorming Meeting Palma de Mallorca, Spain 08.06.2006 - 09.06.2006 :. NiSiS.
Zhou, Xiaowei and Angelov, Plamen and Morris, Gruff (2005) Novelty detection and landmark recognition by real-time evolving clustering. In: The 5th annual UK Workshop on Computational Intelligence, London, Sept 5-7 2005 :. UNSPECIFIED, London,UK, pp. 155-161.
Carline, Dylan and Angelov, Plamen and Clifford, Richard (2005) Agile collaborative agents for classification of underwater targets. In: Proceedings of the Undersea Defense Technology Conference 2005 :. UNSPECIFIED, Amsterdam, The Netherlands.
Angelov, Plamen and Filev, Dimitar (2005) Simpl_eTS: a simplified method for learning evolving Takagi-Sugeno fuzzy models. In: Fuzzy Systems, 2005. FUZZ '05. The 14th IEEE International Conference on :. IEEE, Reno, Las vegas, USA, pp. 1068-1073. ISBN 0-7803-9159-4
Angelov, Plamen (2004) An approach to on-line design of fuzzy controllers with evolving structure. In: Applications and Science in Soft Computing :. Advances in Soft Computing . Springer, Berlin/Heidelberg, pp. 63-68. ISBN 3-540-40856-8
Angelov, Plamen and Zhang, Yi and Wright, J A (2004) Optimal design synthesis of component-based systems using intelligent techniques. In: Do Smart Adaptive Systems Exist? :. Studies in Fuzziness and Soft Computing, 173 (173). Springer, Berlin/Heidelberg, pp. 267-284. ISBN 3-540-24077-2
Angelov, Plamen and Von Eggeling, F. and Guthke, R. (2003) Classification of carcinoma kidney tissue status based on the data of protein expression using LS- SVM. In: International Workshop on Intelligent Technologies for Gene Expression-based Individualized Medicine :. International Workshop on Intelligent Technologies for Gene Expression-based Individualized Medicine, Jena, Germany.
Angelov, Plamen and Filev, Dimitar (2003) On-line Design of Takagi-Sugeno Models. In: Fuzzy Sets and Systems – IFSA 2003 :. Lecture Notes in Computer Science, 2715/2 (2715/2). Springer, Berlin/Heidelberg, pp. 576-584. ISBN 978-3-540-40383-8
Angelov, Plamen and Filev, Dimitar (2002) Flexible models with evolving structure. In: Intelligent Systems, 2002. Proceedings. 2002 First International IEEE Symposium :. IEEE, Varna, Bulgaria, pp. 28-33. ISBN 0-7803-7134-8
Angelov, Plamen (2002) An Approach for Rule-base Adaptation using On-line Clustering. In: Proceedings of EUNITE, Albufeira, Portugal, 19-22 September 2002 :. EUNITE, pp. 47-52.
Angelov, Plamen (2002) An Approach to On-line Design of Fuzzy Controllers with Evolving Structure. In: Proceedings 4th International Conference on Recent Advances in Soft Computing, Nottingham, 12-13 December 2002 :. Nottingham Trent University, Nottingham, pp. 55-56. ISBN 1842330764
Angelov, Plamen and Buswell, Richard A. and Wright, Jonathan and Loveday, Denis (2001) Evolving Rule-based Control. In: Proceedings of EUNITE Symposium, 13-15 December 2001 :. EUNITE, pp. 36-41.
Angelov, Plamen and Hanby, V I and Buswell, R A and Wright, J A (2001) Automatic generation of fuzzy rule-based models from data by genetic algorithms. In: Developments in Soft Computing :. Advances in Soft Computing . Springer, Berlin/Heidelberg, pp. 31-40. ISBN 978-3-7908-1361-6
Buswell, Richard and Angelov, Plamen and Wright, Johnathan (2001) Transparency and simplification of rule-based models for on-line adaptation. In: Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, Leicester, United Kingdom, September 5-7, 2001. :. Eusflat, Leicester, pp. 324-327.
Angelov, Plamen (1998) Self-Learning of Fuzzy-Rule-based Models by GA. In: Proceedings International Conference on Intelligent Control, Sofia, Bulgaria, 14-16 October, 1998 :. UNSPECIFIED, pp. 46-49.
Angelov, Plamen and Bernard, O. and Bastin, G. and Stentelaire, C. and Asther, M. (1998) Hybrid modelling of biotechnological processes using neural networks. In: 2nd European Symposium on Bio-Engineering Systems ESBES-2 :. UNSPECIFIED, Porto, Portugal, p. 219.
Angelov, Plamen and Petrov, Mitko and Tsonkov, Stoyan (1994) An Approach for Training a type of Fuzzy Neural Networks as Fuzzy Optimization. In: Proceedings of 10th International Conference on Systems Engineering, Coventry, 6-8 Spetember 1994 :. UNSPECIFIED.
Angelov, Plamen (1994) Fuzzy mathematical programming problem solving. In: European Congress on Operations Research, EURO-XIII, Glasgow, Scotland, 4-6 July 1994 :. UNSPECIFIED, p. 374.
Angelov, Plamen (1993) About analytical solving fuzzy mathematical programming problem. In: Mathematical modelling methodology, software tools, and applications : proceedings of the International Conference on Mathematical Modelling and Scientific Computation, Sozopol, Bulgaria, September 14-18, 1993. DATECS, Sozopol, Bulgaria. ISBN 9546130028
Angelov, Plamen (1993) A parameterized generalization of fuzzy mathematical programming problem. In: IFSA'93 Seoul Fifth IFSA World Congress, July 4-7, 1993, Seoul, Korea :. UNSPECIFIED, Seoul, Korea, pp. 612-615.
Angelov, Plamen and Zamdzhiev, N. and Tzonkov, S. (1993) Optimal control of biotechnological processes. In: 10th Control Conference, Wroczlaw, Poland :. UNSPECIFIED, Wroczlaw, Poland, pp. 171-172.
Monograph
Zhang, Ziyang and Angelov, Plamen and Kangin, Dmitry and Longepe, Nicolas (2024) IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data. Other. Arxiv.
Angelov, Plamen and Kangin, Dmitry and Zhang, Ziyang (2023) Towards interpretable-by-design deep learning algorithms. Other. Arxiv.
Contribution to Conference
Kangin, Dmitry and Angelov, Plamen (2024) Unsupervised Domain Adaptation within Deep Foundation Latent Spaces. In: ICLR 2024 2nd Workshop on Mathematical and Empirical Understanding of Foundation Models (ME-FoMo), 2024-05-07 - 2024-05-11.
Lopez Pellicer, Alvaro and Li, Yi and Angelov, Plamen (2024) PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection. In: IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2024, 2024-06-19 - 2024-06-21. (In Press)
Angelov, Plamen (2021) Explainable-by-design Deep Learning. In: IEEE Pervasive Computing, 1900-01-01.
Shafipour Yourdshahi, Elnaz and Do Carmo Alves, Matheus and Soriano Marcolino, Leandro and Angelov, Plamen (2020) Decentralised Task Allocation in the Fog : Estimators for Effective Ad-hoc Teamwork. In: 11th International Workshop on Optimization and Learning in Multiagent Systems, 2020-05-08.
Almeida Soares, Eduardo and Angelov, Plamen and Filev, Dimitar and Costa, Bruno and Castro, Marcos and Nageshrao, Subramanya (2019) Explainable Density-based Approach for Self-driving Actions Classification. In: IEEE International Conference on Machine Learning and Applications, 2019-12-16 - 2019-12-19.
Gu, Xiaowei and Angelov, Plamen and Khan, Muhammad (2019) An Odometer-Free Approach for Unmanned Ground-Based Vehicle Simultaneous Localization and Mapping. In: Workshops -2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, 2019-10-26 - 2019-11-02.
Ali, Azman and Hutchison, David and Angelov, Plamen and Smith, Paul (2012) Adaptive Resilience for Computer Networks. In: 4th International Workshop on Reliable Networks Design and Modeling, 2012-10-03 - 2012-10-05.
Angelov, Plamen and Yager, Ronald (2010) A simple fuzzy rule-based system through vector membership and kernel-based granulation. In: 2010 IEEE International Conference on Intelligent Systems, 1900-01-01, London, UK.
Dutta Baruah, Rashmi and Angelov, Plamen (2010) Clustering as a tool for self-generation of intelligent systems : a survey. In: Evolving Intelligent Systems, EIS'10, 2010-03-29 - 2010-04-01.
McDonald, Simon and Xydeas, Costas and Angelov, Plamen (2008) Lowering costs in anticoagulation therapy. In: Electronic Healthcare, First International Conference, eHealth, 2008-09-01, London, UK.
Zhou, Xiao and Angelov, Plamen and Wang, Chu (2008) A Predictive Controler for Object Tracking of a Mobile Robot. In: The Second International Workshop on Intelligent Vehicle Control Systems, IVCS 2008 in the framework of the 5th International Conference on Informatics in Control, Automation, and Modelling, ICINCO 2008, 2008-05-11 - 2008-05-15.
Angelov, Plamen and Bocaniala, C. D. and Xydeas, C. and Pattchett, C. and Ansell, D. and Everett, M. and Leng, G. (2008) A Passive Approach to Autonomous Collision Detection and Avoidance in Uninhabited Aerial Systems. In: Tenth International Conference on Computer Modeling and Simulation, 2008. UKSIM 2008., 2008-04-01 - 2008-04-03, Emanuel College, Cambridge, UK.
Angelov, Plamen and Xydeas, C and Bocaniala, C D and Ansell, D and Patchett, C and Everett, M (2007) UAV collision avoidance - state of the art and possible solutions. In: Vertical Take-of and Landing of Unmanned Aerial Vehicles VTOL UAV Forum, Helitech, 2007-10-04. (Unpublished)
Angelov, Plamen and Zhou, Xiaowei and Klawonn, F (2007) Evolving fuzzy rule-based classifiers. In: Symposium, 2007-04-01 - 2007-04-04.
Evans, A and Angelov, Plamen and Zhou, Xiaowei (2006) On-line Evolving Clustering of Web Documents. In: 2nd Annual Symposium on Nature Inspired Smart Adaptive Systems, 2006-11-29 - 2006-12-01.
Zhou, Xiaowei and Angelov, Plamen (2006) Real-Time joint Landmark Recognition and Classifier Generation by an Evolving Fuzzy System. In: World Congress on Computational Intelligence, 2006-07-16 - 2006-07-21.
Victor, Jose and Dourado, Antonio and Angelov, Plamen (2005) On-Line Construction and Rule Base Simplification by Replacement in Fuzzy Systems Applied to a Wastewater Treatment Plant. In: 16th IFAC World Congress, 2005-07-01.
Carline, Dylan and Angelov, Plamen and Clifford, Richard (2005) Agile collaborative autonomous agents for robust underwater classification scenarios. In: Underwater Defense Technology, 2005-06-01.
Angelov, Plamen and Zhang, Yi and Wright, J A (2005) Automatic design generation of component-based systems using GA and fuzzy optimisation. In: 1st International Workshop on Genetic Fuzzy Systems, 2005-03-17 - 2005-03-19.
Angelov, Plamen and Kasabov, N (2005) Evolving computational intelligence systems. In: 1st International Workshop on Genetic Fuzzy Systems, 2005-03-17 - 2005-03-19.
Evans, T and Angelov, Plamen (2004) Semantic categorization of web-based documents. In: 5th International Conference on Recent Advances in Soft Computing (RASC 2004), 2004-12-16 - 2004-12-18.
Angelov, Plamen and Victor, Jose and Dourado, Antonio and Filev, Dimitar (2004) On-line evolution of Takagi-Sugeno fuzzy models. In: 2nd IFAC Workshop on Advanced Fuzzy/Neural Control, 2004-09-16 - 2004-09-17.
Angelov, Plamen and Xydeas, C and Filev, D (2004) On-line identification of MIMO evolving Takagi-Sugeno fuzzy models. In: International Joint Conference on Neural Networks and Fuzzy Systems, IJCNN-FUZZ-IEEE, 2004-07-25 - 2004-07-29.
Angelov, Plamen and Buswell, Richard (2001) Evolving rule-based models: a tool for intelligent adaptation. In: 9th IFSA World Congress, 2001-07-25 - 2001-07-28.
Angelov, Plamen and Wright, J A (2000) A centre-of-gravity-based recombination operator for genetic algorithms. In: 26th Annual Confjerence of the IEEE Industrial Electronics Society, 2000. IECON 2000., 2000-10-22 - 2000-10-28.
Angelov, Plamen and Buswell, R A and Hanby, V I and Wright, J A (2000) A methodology for modeling HVAC components using evolving fuzzy rules. In: 26th Annual Conference of the IEEE Industrial Electronics Society, 2000. IECON 2000., 2000-10-22 - 2000-10-28.
Angelov, Plamen (1999) Evolving fuzzy rule-based models. In: 8th IFSA World Congress, 1999-08-17 - 1999-08-20.
Bernanrd, Olivier and Bastain, George and Angelov, Plamen (1999) Hybrid modelling of biotechnological processes using neural networks. In: 14th World IFAC Congress, 1999-07-01.
Angelov, Plamen (1999) A fuzzy approach to building thermal systems optimization. In: 8th International Fuzzy Systems Association World Congress, 1999-01-01.
Angelov, Plamen (1996) Intelligent optimal control of biotechnological processes. In: 4th European Congress on Intelligent Techniques and Soft Computing, 1996-09-02 - 1996-09-05.
Angelov, Plamen (1995) A method for fuzzy linear dynamic programing. In: 3rd European Congress on Intelligent Technologies and Soft Computing, EUFIT'95, 1995-08-28 - 1995-08-31.
Angelov, Plamen (1994) Analytical approach for solving a type of fuzzy optimization problems. In: International Workshop on Fuzzy Based Expert Systems, FUBEST'94, 1994-09-28 - 1994-09-30.
Angelov, Plamen (1994) A new method for solving linear programming problems with fuzzy parameters. In: 2nd European Congress on Intelligent Techniques and Soft Computing, EUFIT'94, 1994-09-20 - 1994-09-23.
Angelov, Plamen (1993) An analytical approach for FMP problem solving and its application to neural networks learning. In: 1st European Congress on Fuzzy and Intelligent Technologies, EUFIT'93, 1993-09-07 - 1993-09-10.
Book/Report/Proceedings
Angelov, Plamen and Papaleonidas, Antonios and Aydin, Mehmet (2022) Artificial Neural Networks and Machine Learning – ICANN 2022 : 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings, Part II. Lecture Notes in Computer Science . Springer, Cham. ISBN 9783031159305
Pimenidis, Elias and Angelov, Plamen and Jayne, Chrisina and Papaleonidas, Antonios and Aydin, Mehmet (2022) Artificial Neural Networks and Machine Learning – ICANN 2022 : 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings, Part III. Lecture Notes in Computer Science . Springer, Cham. ISBN 9783031159336
Angelov, Plamen (2012) Autonomous Learning Systems : From Data to Knowledge in Real Time. John Willey and Sons, Chichester. ISBN 978-1-1199-5152-0
Angelov, Plamen (2012) Sense and Avoid in UAS : Research and Applications. John Wiley and Sons, Hoboken, NJ. ISBN 978-0-470-97975-4
Angelov, Plamen and Filev, Dimitar and Kasabov, Nikola (2010) Evolving intelligent systems : methodology and applications. IEEE Press Series on Computational Intelligence . Wiley-Blackwell, New York. ISBN 978-0470287194
Hoffmann, Frank and Cordon, Oscar and Angelov, Plamen and Klawonn, Frank (2008) GEFS: 2008 3rd international workshop on genetic and evolutionary fuzzy systems. IEEE Press, Witten-Bomerholz. ISBN 978-1-4244-1613-4
Angelov, Plamen and Filev, Dimitar and Kasabov, Nikola and Cordon, Oscar (2006) Evolving Fuzzy Systems. IEEE Press, Ambleside, UK. ISBN 0-7803-9718-5
Angelov, Plamen and Filev, Dimitar and Kasabov, Nikola and Cordon, Oscar (2006) Evolving Fuzzy Systems, Proc. of the 2006 International Symposium on Evolving Fuzzy Systems EFS'06. IEEE Press, UK.
Hadjiski, Mincho and Angelov, Plamen (2002) Intelligent adaptive systems. IEEE Press, Varna, Bulgaria. ISBN 0-7803-7602-1
Angelov, Plamen (2002) Evolving Rule-based Models: A Tool for Design of Flexible Adaptive Systems. Studies in Fuzziness and Soft Computing . Springer Verlag, Heidelberg, Germany. ISBN 3-7908-1457-1
Thesis
Arnold, Nicholas and Atkinson, Peter and Angelov, Plamen (2023) Machine Learning, Extraction and Classification of Memorial Objects from 3D Point Cloud Data. PhD thesis, Computing and Communications.
Alghamdi, Mona and Angelov, Plamen and Rahmani, Hossein (2023) Machine Learning Methods for Human Identification from Dorsal Hand Images. PhD thesis, Lancaster University.
Almeida Soares, Eduardo and Angelov, Plamen (2022) Explainable-by-Design Deep Learning. PhD thesis, Lancaster University.
Shafipour Yourdshahi, Elnaz and Angelov, Plamen and Soriano Marcolino, Leandro (2021) On-line planning and learning in type-based ad-hoc teamwork. PhD thesis, Lancaster University.
Cavazzini, Anna and Campobasso, Sergio and Angelov, Plamen (2019) Estimating energy losses of utility-scale wind turbines due to blade surface damage. Masters thesis, Lancaster University.
Mohd Ali, Azliza and Angelov, Plamen (2018) Anomalous behaviour detection using heterogeneous data. PhD thesis, Lancaster University.
Gu, Xiaowei and Angelov, Plamen (2018) Self-organising transparent learning system. PhD thesis, Lancaster University.
Hyde, Richard William and Angelov, Plamen and MacKenzie, Rob (2017) Advanced analysis and visualisation techniques for atmospheric data. PhD thesis, Lancaster University.
Morris, Gruffydd Beaufoy and Angelov, Plamen and Lovegrove, Graham and Knight, Graeme and Boxer, Tim (2017) Autonomous real-time object detection and identification. PhD thesis, Lancaster University.
Bux, Allah and Angelov, Plamen and Habib, Zulfiqar (2017) Vision-based human action recognition using machine learning techniques. PhD thesis, Lancaster University.
Kangin, Dmitry and Angelov, Plamen and Markarian, Garik (2016) Intelligent video surveillance. PhD thesis, Lancaster University.
Patent
Angelov, Plamen (2014) Data structuring and searching method and apparatus. GB1417807.3, priority date 8 October 2014.
Other
Almeida Soares, Eduardo and Angelov, Plamen (2019) Novelty Detection and Learning from Extremely Weak Supervision. UNSPECIFIED.
Almeida Soares, Eduardo and Angelov, Plamen (2019) Fair-by-design explainable models for prediction of recidivism. Arxiv.
Angelov, Plamen and Iglesias, Jose Antonio (2012) Design and tuning of fuzzy systems. UNESCO.