Plamen Angelov

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 51

Top Topics

Arbitrary Shaped

Video Analytics

Top Venues

Appl. Soft Comput.

Publications

Zheheng Jiang, Hossein Rahmani, Plamen Angelov, Ritesh Vyas, Huiyu Zhou, Sue Black, Bryan M. Williams
Deep orientated distance-transform network for geometric-aware centerline detection. Pattern Recognit. 146 (2024)
Yi Li, Plamen Angelov, Neeraj Suri
Self-Supervised Representation Learning for Adversarial Attack Detection. CoRR (2024)
Alvaro Lopez Pellcier, Yi Li, Plamen Angelov
PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection. CoRR (2024)
Ziyang Zhang, Plamen Angelov, Dmitry Kangin, Nicolas Longépé
IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data. CoRR (2024)
Dmitry Kangin, Plamen Angelov
Unsupervised Domain Adaptation within Deep Foundation Latent Spaces. CoRR (2024)
Eduardo A. Soares, Plamen Angelov, Sarah Biaso, Marcelo Cury, Daniel Abe
A large multiclass dataset of CT scans for COVID-19 identification. Evol. Syst. 15 (2) (2024)
Agil Aghasanli, Plamen Angelov
Edge Implementation of Unsupervised Self-evolving Vision Classifier. EAIS (2024)
Alvaro Lopez Pellicer, Kittipos Giatgong, Yi Li, Neeraj Suri, Plamen Angelov
UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification. CoRR (2024)
Yi Li, Plamen Angelov, Zhengxin Yu, Alvaro Lopez Pellicer, Neeraj Suri
Federated Adversarial Learning for Robust Autonomous Landing Runway Detection. CoRR (2024)
Ziping Jiang, Yunpeng Wang, Chang-Tsun Li, Plamen Angelov, Richard Jiang
Delve Into Neural Activations: Toward Understanding Dying Neurons. IEEE Trans. Artif. Intell. 4 (4) (2023)
Nicholas I. Arnold, Plamen Angelov, Peter M. Atkinson
An Improved Explainable Point Cloud Classifier (XPCC). IEEE Trans. Artif. Intell. 4 (1) (2023)
Yi Li, Plamen Angelov, Neeraj Suri
Fuzzy Detectors Against Adversarial Attacks. SSCI (2023)
Zhengxin Yu, Yang Lu, Plamen Angelov, Neeraj Suri
PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework. MSN (2022)
Nathanael L. Baisa, Bryan M. Williams, Hossein Rahmani, Plamen Angelov, Sue Black
Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning. IPTA (2022)
Elnaz Shafipour Yourdshahi, Matheus Aparecido do Carmo Alves, Amokh Varma, Leandro Soriano Marcolino, Jó Ueyama, Plamen Angelov
On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork. Auton. Agents Multi Agent Syst. 36 (2) (2022)
Ziyang Zhang, Plamen Angelov, Eduardo Soares, Nicolas Longépé, Pierre-Philippe Mathieu
An Interpretable Deep Semantic Segmentation Method for Earth Observation. CoRR (2022)
Mona Alghamdi, Plamen Angelov, Bryan M. Williams
Automated Person Identification Framework Based on Fingernails and Dorsal Knuckle Patterns. SSCI (2021)
Nathanael L. Baisa, Zheheng Jiang, Ritesh Vyas, Bryan M. Williams, Hossein Rahmani, Plamen Angelov, Sue Black
Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning. CoRR (2021)
Plamen Angelov
Keynote: Explainable-by-design Deep Learning. PerCom Workshops (2021)
Zhao-Xu Yang, Hai-Jun Rong, Pak-Kin Wong, Plamen Angelov, Zhi-Xin Yang, Hang Wang
Self-Evolving Data Cloud-Based PID-Like Controller for Nonlinear Uncertain Systems. IEEE Trans. Ind. Electron. 68 (5) (2021)
Plamen Angelov, Eduardo A. Soares
Detecting and learning from unknown by extremely weak supervision: exploratory classifier (xClass). Neural Comput. Appl. 33 (22) (2021)
Maciej Jaworski, Leszek Rutkowski, Plamen Angelov
Concept Drift Detection Using Autoencoders in Data Streams Processing. ICAISC (1) (2020)
Elnaz Shafipour Yourdshahi, Matheus Aparecido do Carmo Alves, Leandro Soriano Marcolino, Plamen Angelov
On-line Estimators for Ad-hoc Task Allocation. AAMAS (2020)
Xiaowei Gu, Plamen Angelov, Hai-Jun Rong
Local optimality of self-organising neuro-fuzzy inference systems. Inf. Sci. 503 (2019)
Pouria Sadeghi-Tehran, Plamen Angelov, Nicolas Virlet, Malcolm J. Hawkesford
Scalable Database Indexing and Fast Image Retrieval Based on Deep Learning and Hierarchically Nested Structure Applied to Remote Sensing and Plant Biology. J. Imaging 5 (3) (2019)
Xiaowei Gu, Plamen Angelov, Zhijin Zhao
A distance-type-insensitive clustering approach. Appl. Soft Comput. 77 (2019)
Eduardo A. Soares, Plamen Angelov
Fair-by-design explainable models for prediction of recidivism. CoRR (2019)
Xiaowei Gu, Plamen Angelov
Self-boosting first-order autonomous learning neuro-fuzzy systems. Appl. Soft Comput. 77 (2019)
Plamen Angelov
Empirical Approach to Learning from Data (Streams). ENASE (2018)
José de Jesús Rubio, Edwin Lughofer, Plamen Angelov, Juan Francisco Novoa, Jesús A. Meda-Campaña
A novel algorithm for the modeling of complex processes. Kybernetika 54 (1) (2018)
Plamen Angelov
How Best to Design Fuzzy Sets and Systems - In Memory of Prof. Lotfi A. Zadeh. WILF (2018)
Xiaowei Gu, Plamen Angelov, Dmitry Kangin, José C. Príncipe
Self-Organised direction aware data partitioning algorithm. Inf. Sci. 423 (2018)
Xiaowei Gu, Plamen Angelov
A Deep Rule-Based Approach for Satellite Scene Image Analysis. SMC (2018)
Plamen Angelov, Changjing Shang, Fei Chao
The 16th Annual UK Workshop on Computational Intelligence. Soft Comput. 22 (10) (2018)
Plamen Angelov
Empirical Approach to Learning from Data (Streams). ICEIS (1) (2018)
Azliza Mohd Ali, Plamen Angelov
Anomalous behaviour detection based on heterogeneous data and data fusion. Soft Comput. 22 (10) (2018)
Elnaz Shafipour Yourdshahi, Plamen Angelov, Leandro Soriano Marcolino, Georgios Tsianakas
Towards Evolving Cooperative Mapping for Large-Scale UAV Teams. SSCI (2018)
Plamen Angelov, Xiaowei Gu
MICE: Multi-Layer Multi-Model Images Classifier Ensemble. CYBCONF (2017)
Allah Bux Sargano, Xiaofeng Wang, Plamen Angelov, Zulfiqar Habib
Human action recognition using transfer learning with deep representations. IJCNN (2017)
Plamen Angelov, Pouria Sadeghi-Tehran
Look-a-Like: A Fast Content-Based Image Retrieval Approach Using a Hierarchically Nested Dynamically Evolving Image Clouds and Recursive Local Data Density. Int. J. Intell. Syst. 32 (1) (2017)
Plamen Angelov, Pouria Sadeghi-Tehran, Christopher Clarke
AURORA: autonomous real-time on-board video analytics. Neural Comput. Appl. 28 (5) (2017)
Plamen Angelov, Xiaowei Gu, Dmitry Kangin
Empirical Data Analytics. Int. J. Intell. Syst. 32 (12) (2017)
Nadia Nedjah, Plamen Angelov, Oscar Castillo, Luiza de Macedo Mourelle, Chao Wang
Editorial Soft Computing Applied to Swarm Robotics. Appl. Soft Comput. 57 (2017)
Richard Hyde, Plamen Angelov, Angus Robert MacKenzie
Fully online clustering of evolving data streams into arbitrarily shaped clusters. Inf. Sci. (2017)
Plamen Angelov, Xiaowei Gu
A cascade of deep learning fuzzy rule-based image classifier and SVM. SMC (2017)
Antreas Antoniou, Plamen Angelov
A general purpose intelligent surveillance system for mobile devices using Deep Learning. IJCNN (2016)
Allah Bux Sargano, Plamen Angelov, Zulfiqar Habib
Vision Based Human Activity Recognition: A Review. UKCI (2016)
Goran Andonovski, Plamen Angelov, Saso Blazic, Igor Skrjanc
A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant. Appl. Soft Comput. 48 (2016)
Dmitry Kangin, Plamen Angelov, José Antonio Iglesias
Autonomously evolving classifier TEDAClass. Inf. Sci. 366 (2016)
Azliza Mohd Ali, Plamen Angelov, Xiaowei Gu
Detecting Anomalous Behaviour Using Heterogeneous Data. UKCI (2016)
Plamen Angelov, Alessandro Sperduti
Challenges in Deep Learning. ESANN (2016)
Radu-Emil Precup, Plamen Angelov, Bruno Sielly Jales Costa, Moamar Sayed Mouchaweh
An overview on fault diagnosis and nature-inspired optimal control of industrial process applications. Comput. Ind. 74 (2015)
Goran Andonovski, Saso Blazic, Plamen Angelov, Igor Skrjanc
Analysis of adaptation law of the robust evolving cloud-based controller. EAIS (2015)
Richard Hyde, Plamen Angelov
A new online clustering approach for data in arbitrary shaped clusters. CYBCONF (2015)
Gruffydd Morris, Plamen Angelov
Edge Flow. SMC (2015)
Dmitry Kangin, Plamen Angelov
Evolving clustering, classification and regression with TEDA. IJCNN (2015)
Radu-Emil Precup, Hans Hellendoorn, Plamen Angelov
Synergy of computers, cognition, communication and control with industrial applications. Comput. Ind. 74 (2015)
Plamen Angelov
Typicality distribution function - A new density-based data analytics tool. IJCNN (2015)
Gruffydd Morris, Plamen Angelov
Real-time novelty detection in video using background subtraction techniques: State of the art a practical review. SMC (2014)
Richard Hyde, Plamen Angelov
Data density based clustering. UKCI (2014)
Plamen Angelov
Anomaly detection based on eccentricity analysis. EALS (2014)
Plamen Angelov, Ashley Wilding
RTSDE: Recursive total-sum-distances-based density estimation approach and its application for autonomous real-time video analytics. EALS (2014)
Plamen Angelov
Outside the box: an alternative data analytics framework. J. Autom. Mob. Robotics Intell. Syst. 8 (2) (2014)
Pouria Sadeghi-Tehran, Christopher Clarke, Plamen Angelov
A real-time approach for autonomous detection and tracking of moving objects from UAV. EALS (2014)
Richard Hyde, Plamen Angelov
A fully autonomous Data Density based Clustering technique. EALS (2014)
Christopher Clarke, Plamen Angelov
SARIVA: Smartphone APP for Real-time Intelligent Video Analytics. J. Autom. Mob. Robotics Intell. Syst. 8 (4) (2014)
Bruno Sielly Jales Costa, Igor Skrjanc, Saso Blazic, Plamen Angelov
A practical implementation of self-evolving cloud-based control of a pilot plant. CYBCONF (2013)
Plamen Angelov
A generalized approach to fuzzy optimization. Int. J. Intell. Syst. 9 (3) (1994)