Plamen P. Angelov

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 78

Top Venues

CoRR

IEEE Trans. Fuzzy Syst.

EAIS

IJCNN

Publications

Ao Shen, Yijie Zhu, Plamen P. Angelov, Richard Jiang
Marine Debris Detection in Satellite Surveillance Using Attention Mechanisms. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Xiaowei Gu, Plamen P. Angelov, Qiang Shen
Semisupervised Fuzzily Weighted Adaptive Boosting for Classification. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Xiaowei Gu, Jungong Han, Qiang Shen, Plamen P. Angelov
Autonomous learning for fuzzy systems: a review. Artif. Intell. Rev. 56 (8) (2023)
Xiaowei Gu, Plamen P. Angelov, Jungong Han, Qiang Shen
Multilayer Evolving Fuzzy Neural Networks. IEEE Trans. Fuzzy Syst. 31 (12) (2023)
Matheus Aparecido do Carmo Alves, Elnaz Shafipour Yourdshahi, Amokh Varma, Leandro Soriano Marcolino, Jó Ueyama, Plamen P. Angelov
On-line Estimators for Ad-hoc Task Execution: Learning Types and Parameters of Teammates for Effective Teamwork. AAMAS (2023)
Plamen P. Angelov, Dimitar P. Filev, Nikola K. Kasabov, Daniel Leite, Maharadhika Pratama, Susanne Saminger-Platz, Erich-Peter Klement
Obituary Edwin Lughofer (1972-2023). Evol. Syst. 14 (5) (2023)
Plamen P. Angelov, Dmitry Kangin, Ziyang Zhang
Towards interpretable-by-design deep learning algorithms. CoRR (2023)
Yi Li, Plamen P. Angelov, Neeraj Suri
Domain Generalization and Feature Fusion for Cross-domain Imperceptible Adversarial Attack Detection. IJCNN (2023)
Agil Aghasanli, Dmitry Kangin, Plamen P. Angelov
Interpretable-through-prototypes deepfake detection for diffusion models. ICCV (Workshops) (2023)
Zhao-Xu Yang, Hai-Jun Rong, Pak-Kin Wong, Plamen P. Angelov, Chi-Man Vong, Chi-Chong Chiu, Zhi-Xin Yang
A Novel Multiple Feature-Based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine. Cogn. Comput. 14 (2) (2022)
Xiaowei Gu, Plamen P. Angelov
Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Eduardo A. Soares, Plamen P. Angelov, Neeraj Suri
Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks. SSCI (2022)
Ziyang Zhang, Plamen P. Angelov, Eduardo Soares, Nicolas Longépé, Pierre-Philippe Mathieu
An Interpretable Deep Semantic Segmentation Method for Earth Observation. IS (2022)
Xiaowei Gu, Plamen P. Angelov, Qiang Shen
Self-Organizing Fuzzy Belief Inference System for Classification. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Mona Alghamdi, Plamen P. Angelov, Lopez Pellicer Alvaro
Person identification from fingernails and knuckles images using deep learning features and the Bray-Curtis similarity measure. Neurocomputing 513 (2022)
Xiaowei Gu, Plamen P. Angelov, Ce Zhang, Peter M. Atkinson
A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Nathanael L. Baisa, Bryan M. Williams, Hossein Rahmani, Plamen P. Angelov, Sue Black
Multi-Branch with Attention Network for Hand-Based Person Recognition. ICPR (2022)
Zheheng Jiang, Hossein Rahmani, Plamen P. Angelov, Sue Black, Bryan M. Williams
Graph-context Attention Networks for Size-varied Deep Graph Matching. CVPR (2022)
Mahardhika Pratama, Edwin Lughofer, Plamen P. Angelov
Editorial: Special issue on recent progress in autonomous machine learning. Inf. Sci. 595 (2022)
Xiaowei Gu, Ce Zhang, Qiang Shen, Jungong Han, Plamen P. Angelov, Peter M. Atkinson
A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification. Inf. Fusion 80 (2022)
Ritesh Vyas, Bryan M. Williams, Hossein Rahmani, Ricki Boswell-Challand, Zheheng Jiang, Plamen P. Angelov, Sue Black
Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization. Sensors 22 (4) (2022)
Zhao-Xu Yang, Hai-Jun Rong, Plamen P. Angelov, Zhi-Xin Yang
Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises. IEEE Trans. Fuzzy Syst. 30 (7) (2022)
Xiaowei Gu, Plamen P. Angelov, Zhijin Zhao
Self-organizing fuzzy inference ensemble system for big streaming data classification. Knowl. Based Syst. 218 (2021)
Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Kathy Grise, Jaeseung Song, Roberto Saracco, Lucy Lu Wang, Kyle Lo, Plamen P. Angelov, Eduardo A. Soares, Po-Shen Loh, Zeynab Talebpour, Reza Moradi, Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das, Hadi Heidari, Dana K. Pasquale, James Moody, Chris Woods, Erich S. Huang, Payam M. Barnaghi, Majid Sarrafzadeh, Ron Li, Kristen L. Beck, Olexandr Isayev, NakMyoung Sung, Alan Luo
Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World. IEEE Internet Things J. 8 (16) (2021)
Ritesh Vyas, Hossein Rahmani, Ricki Boswell-Challand, Plamen P. Angelov, Sue Black, Bryan M. Williams
Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition. IJCB (2021)
Alejandro Morán, Vincent Canals, Plamen P. Angelov, Christian F. Frasser, Erik S. Skibinsky-Gitlin, Joan Font, Eugeni Isern, Miquel Roca, Josep L. Rosselló
Stochastic Computing co-processing elements for Evolving Autonomous Data Partitioning. DCIS (2021)
Eduardo A. Soares, Plamen P. Angelov, Bruno Costa, Marcos Castro, Subramanya Nageshrao, Dimitar P. Filev
Explaining Deep Learning Models Through Rule-Based Approximation and Visualization. IEEE Trans. Fuzzy Syst. 29 (8) (2021)
Nathanael L. Baisa, Bryan M. Williams, Hossein Rahmani, Plamen P. Angelov, Sue Black
Multi-Branch with Attention Network for Hand-Based Person Recognition. CoRR (2021)
Xiaowei Gu, Qiang Shen, Plamen P. Angelov
Particle Swarm Optimized Autonomous Learning Fuzzy System. IEEE Trans. Cybern. 51 (11) (2021)
Plamen P. Angelov, Eduardo A. Soares, Richard Jiang, Nicholas I. Arnold, Peter M. Atkinson
Explainable artificial intelligence: an analytical review. WIREs Data Mining Knowl. Discov. 11 (5) (2021)
Jianfeng Huang, Plamen P. Angelov, Chengliang Yin
Interpretable policies for reinforcement learning by empirical fuzzy sets. Eng. Appl. Artif. Intell. 91 (2020)
Xiaowei Gu, Plamen P. Angelov
Highly interpretable hierarchical deep rule-based classifier. Appl. Soft Comput. 92 (2020)
Chia-Yen Chiang, Chloe Barnes, Plamen P. Angelov, Richard Jiang
Deep Learning-Based Automated Forest Health Diagnosis From Aerial Images. IEEE Access 8 (2020)
Plamen P. Angelov, Eduardo A. Soares
Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference. CoRR (2020)
Eduardo A. Soares, Plamen P. Angelov, Xiaowei Gu
Autonomous Learning Multiple-Model zero-order classifier for heart sound classification. Appl. Soft Comput. 94 (2020)
Plamen P. Angelov, Eduardo A. Soares
Towards explainable deep neural networks (xDNN). Neural Networks 130 (2020)
Chia-Yen Chiang, Chloe Barnes, Plamen P. Angelov, Richard Jiang
Deep Learning based Automated Forest Health Diagnosis from Aerial Images. CoRR (2020)
Plamen P. Angelov, Eduardo A. Soares
Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference. SMC (2020)
Xiaowei Gu, Muhammad Aurangzeb Khan, Plamen P. Angelov, Bikash Tiwary, Elnaz Shafipour Yourdshahi, Zhao-Xu Yang
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. FUZZ-IEEE (2020)
Allah Bux Sargano, Xiaowei Gu, Plamen P. Angelov, Zulfiqar Habib
Human action recognition using deep rule-based classifier. Multim. Tools Appl. 79 (41-42) (2020)
Xiaowei Gu, Plamen P. Angelov, Eduardo A. Soares
A self-adaptive synthetic over-sampling technique for imbalanced classification. Int. J. Intell. Syst. 35 (6) (2020)
Eduardo A. Soares, Plamen P. Angelov
Novelty Detection and Learning from Extremely Weak Supervision. CoRR (2019)
Xiaowei Gu, Plamen P. Angelov
A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene Classification. INNSBDDL (2019)
Xiaowei Gu, Plamen P. Angelov, Eduardo Almeida Soares
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification. CoRR (2019)
Eduardo A. Soares, Plamen P. Angelov, Dimitar P. Filev, Bruno Costa, Marcos Castro, Subramanya Nageshrao
Explainable Density-Based Approach for Self-Driving Actions Classification. ICMLA (2019)
Xiaowei Gu, Plamen P. Angelov
Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor. IJCNN (2019)
Xiaowei Gu, Muhammad Aurangzeb Khan, Plamen P. Angelov, Bikash Tiwary, Elnaz Shafipour Yourdshahi, Zhao-Xu Yang
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. CoRR (2019)
Plamen P. Angelov, Eduardo A. Soares
Towards Explainable Deep Neural Networks (xDNN). CoRR (2019)
Mona Alghamdi, Plamen P. Angelov, Raul Gimenez, Mariana C. Rufino, Eduardo A. Soares
Self-Organising and Self-Learning Model for Soybean Yield Prediction. SNAMS (2019)
Eduardo A. Soares, Plamen P. Angelov, Bruno Costa, Marcos Castro
Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios. IJCNN (2019)
Xiaowei Gu, Plamen P. Angelov
Self-organising fuzzy logic classifier. Inf. Sci. 447 (2018)
Plamen P. Angelov, Xiaowei Gu
Toward Anthropomorphic Machine Learning. Computer 51 (9) (2018)
Xiaowei Gu, Plamen P. Angelov
Semi-supervised deep rule-based approach for image classification. Appl. Soft Comput. 68 (2018)
Yoke Leng Yong, Yunli Lee, Xiaowei Gu, Plamen P. Angelov, David Chek Ling Ngo, Elnaz Shafipour
Foreign currency exchange rate prediction using neuro-fuzzy systems. INNS Conference on Big Data (2018)
Plamen P. Angelov, Xiaowei Gu, José C. Príncipe
Autonomous Learning Multimodel Systems From Data Streams. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Plamen P. Angelov, Xiaowei Gu, José C. Príncipe
A Generalized Methodology for Data Analysis. IEEE Trans. Cybern. 48 (10) (2018)
Hai-Jun Rong, Plamen P. Angelov, Xiaowei Gu, Jian-Ming Bai
Stability of Evolving Fuzzy Systems Based on Data Clouds. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Plamen P. Angelov, Xiaowei Gu
Empirical Fuzzy Sets. Int. J. Intell. Syst. 33 (2) (2018)
Elnaz Shafipour Yourdshahi, Thomas Pinder, Gauri Dhawan, Leandro Soriano Marcolino, Plamen P. Angelov
Towards Large Scale Ad-hoc Teamwork. ICA (2018)
Plamen P. Angelov, Xiaowei Gu
Deep rule-based classifier with human-level performance and characteristics. Inf. Sci. (2018)
Xiaowei Gu, Plamen P. Angelov, José C. Príncipe
A method for autonomous data partitioning. Inf. Sci. (2018)
Mahardhika Pratama, Plamen P. Angelov, Edwin Lughofer, Meng Joo Er
Parsimonious random vector functional link network for data streams. Inf. Sci. 430 (2018)
Rong-Jing Bao, Hai-Jun Rong, Plamen P. Angelov, Badong Chen, Pak-Kin Wong
Correntropy-Based Evolving Fuzzy Neural System. IEEE Trans. Fuzzy Syst. 26 (3) (2018)
Xiaowei Gu, Plamen P. Angelov, Ce Zhang, Peter M. Atkinson
A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes. IEEE Geosci. Remote. Sens. Lett. 15 (3) (2018)
Xiaowei Gu, Plamen P. Angelov
Autonomous anomaly detection. EAIS (2017)
Xiaofeng Wang, Azliza Mohd Ali, Plamen P. Angelov
Gender and Age Classification of Human Faces for Automatic Detection of Anomalous Human Behaviour. CYBCONF (2017)
Mahardhika Pratama, Plamen P. Angelov, Jie Lu, Edwin Lughofer, Manjeevan Seera, Chee Peng Lim
A randomized neural network for data streams. IJCNN (2017)
Goran Andonovski, Plamen P. Angelov, Saso Blazic, Igor Skrjanc
Robust Evolving Cloud-based Controller (RECCo). EAIS (2017)
Xiaowei Gu, Plamen P. Angelov, Dmitry Kangin, José C. Príncipe
A new type of distance metric and its use for clustering. Evol. Syst. 8 (3) (2017)
Plamen P. Angelov, Xiaowei Gu, José C. Príncipe
Fast feedforward non-parametric deep learning network with automatic feature extraction. IJCNN (2017)
Mahardhika Pratama, Plamen P. Angelov, Edwin Lughofer, Meng Joo Er
Parsimonious Random Vector Functional Link Network for Data Streams. CoRR (2017)
Plamen P. Angelov, Xiaowei Gu
Autonomous learning multi-model classifier of 0-Order (ALMMo-0). EAIS (2017)
Plamen P. Angelov, Xiaowei Gu, Dmitry Kangin, José C. Príncipe
Empirical data analysis: A new tool for data analytics. SMC (2016)
Xiaowei Gu, Plamen P. Angelov
Autonomous data-driven clustering for live data stream. SMC (2016)
Xiaowei Gu, Plamen P. Angelov, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis
Parallel Computing TEDA for High Frequency Streaming Data Clustering. INNS Conference on Big Data (2016)
Plamen P. Angelov, Xiaowei Gu
Local modes-based free-shape data partitioning. SSCI (2016)
Xiaowei Gu, Plamen P. Angelov, Azliza Mohd Ali, William A. Gruver, Georgi Gaydadjiev
Online evolving fuzzy rule-based prediction model for high frequency trading financial data stream. EAIS (2016)
Plamen P. Angelov, Xiaowei Gu, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis
Autonomous Data Density based clustering method. IJCNN (2016)
Moamar Sayed Mouchaweh, Anthony Fleury, Plamen P. Angelov, Edwin Lughofer, José Antonio Iglesias
Preface. EAIS (2015)
Dmitry Kangin, Plamen P. Angelov, José Antonio Iglesias, Araceli Sanchis
Evolving Classifier TEDAClass for Big Data. INNS Conference on Big Data (2015)
Dmitry Kangin, Plamen P. Angelov
Recursive SVM Based on TEDA. SLDS (2015)
Goran Andonovski, Saso Blazic, Plamen P. Angelov, Igor Skrjanc
Robust Evolving Cloud-based Controller in normalized data space for heat-exchanger plant. FUZZ-IEEE (2015)
Plamen P. Angelov, Pouria Sadeghi-Tehran
A Nested Hierarchy of Dynamically Evolving Clouds for Big Data Structuring and Searching. INNS Conference on Big Data (2015)
Rashmi Dutta Baruah, Plamen P. Angelov, Diganta Baruah
Dynamically evolving clustering for data streams. EAIS (2014)
Mahardhika Pratama, Sreenatha G. Anavatti, Plamen P. Angelov, Edwin Lughofer
PANFIS: A Novel Incremental Learning Machine. IEEE Trans. Neural Networks Learn. Syst. 25 (1) (2014)
Plamen P. Angelov, Dmitry Kangin, Xiaowei Zhou, Denis Kolev
Symbol recognition with a new autonomously evolving classifier autoclass. EAIS (2014)
Igor Skrjanc, Saso Blazic, Plamen P. Angelov
Robust evolving cloud-based PID control adjusted by gradient learning method. EAIS (2014)
Rashmi Dutta Baruah, Plamen P. Angelov, Diganta Baruah
Dynamically evolving fuzzy classifier for real-time classification of data streams. FUZZ-IEEE (2014)
Rashmi Dutta Baruah, Plamen P. Angelov
DEC: Dynamically Evolving Clustering and Its Application to Structure Identification of Evolving Fuzzy Models. IEEE Trans. Cybern. 44 (9) (2014)
Pouria Sadeghi-Tehran, Plamen P. Angelov
ATDT: Autonomous Template-Based Detection and Tracking of Objects from Airborne Camera. IEEE Conf. on Intelligent Systems (2) (2014)
Denis Kolev, Plamen P. Angelov, Garegin Markarian, Mikhail Suvorov, S. Lysanov
ARFA: Automated real-time flight data analysis using evolving clustering, classifiers and recursive density estimation. EAIS (2013)
Plamen P. Angelov, Igor Skrjanc, Saso Blazic
Robust evolving cloud-based controller for a hydraulic plant. EAIS (2013)
Azman Ali, David Hutchison, Plamen P. Angelov, Paul Smith
Towards an autonomous resilience strategy the implementation of a self evolving rate limiter. UKCI (2013)
Rashmi Dutta Baruah, Plamen P. Angelov
Online learning and prediction of data streams using dynamically evolving fuzzy approach. FUZZ-IEEE (2013)
Mikhail Suvorov, Sergey Ivliev, Garegin Markarian, Denis Kolev, Dmitry Zvikhachevskiy, Plamen P. Angelov
OSA: One-Class Recursive SVM Algorithm with Negative Samples for Fault Detection. ICANN (2013)
Plamen P. Angelov, Ronald R. Yager
Density-based averaging - A new operator for data fusion. Inf. Sci. 222 (2013)
Júlio Trevisan, Plamen P. Angelov, Andrew D. Scott, Paul L. Carmichael, Francis L. Martin
IRootLab: a free and open-source MATLAB toolbox for vibrational biospectroscopy data analysis. Bioinform. 29 (8) (2013)
Javier Andreu, Plamen P. Angelov
Towards generic human activity recognition for ubiquitous applications. J. Ambient Intell. Humaniz. Comput. 4 (2) (2013)
Rashmi Dutta Baruah, Plamen P. Angelov
Analysis of evolving social network: methods and results from cell phone dataset case study. Int. J. Soc. Netw. Min. 1 (3/4) (2013)
Mikhail Suvorov, Sergey Ivliev, Garegin Markarian, Denis Kolev, Dmitry Zvikhachevskiy, Plamen P. Angelov
Incremental anomaly identification by adapted SVM method. IJCNN (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Plamen P. Angelov