In total, over 400 publications were published for the last 30 years. These include:

• 3 monographs, which set new directions of research

• over 120 peer reviewed journal papers mostly with high impact factor, e.g. TPAMI, Information Fusion, IEEE TCYB, IEEE TFS, etc

• over 160 papers in peer reviewed proceedings of international conferences (at conferences such as CVPR, ICCV, ECCV, ICLR, IJCNN, etc.)

• 5 edited books

• 18 conference proceedings published as edited volumes

• 27 chapters in books

• 6 filed patents (3 granted in USA), etc.

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These publications attracted over 16300+ citations (according to Google Scholar), h-index 64 (i-10 index 217).

He is international leader in AI area ((in the top 1% of researchers in AI world-wide, he features in the Stanford University study (Ioannidis J. P. A., Boyack K. W., Baas J. (2020) Updated science-wide author databases of standardized citation indicators. PLoS Biol 18(10): e3000918. doi:10.1371/journal.pbio.3000918 as well as in Research.com, where his record is).  

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Topic-wise, the publications can be separated in the following categories (the symbol ‘*’ denotes a research topics introduced by Prof. Angelov; the symbol ‘†’ denotes a research topic for which Dr. Angelov is one of the first few who introduced it world-wide):

• * Explainable deep rule-base classifiers, semi-supervised learning

• Explainable deep learning

• * Empirical data analytics

• † Autonomous learning systems 

  • * Self-evolving fuzzy rule-based classifiers

  • † Dynamically self-evolving predictive neuro-fuzzy models with proven convergence and local optimality

  • * Autonomous fault detection and identification/anomaly detection 

  • † Dynamically evolving clustering

  • * Dynamically self-evolving controllers

  • Drift detection, stability, correntropy analysis

• * New direction aware distance metric

• Applications:

  • Flood detection and Earth Observation

  • (Lithium-ion) electric batteries degradation modelling 

  • Covid-19 and SARS-CoV2

  • Autonomous driving

  • Autonomous aerial systems

  • * Evolving human behaviour modelling

  • * eSensor