Professor Plamen Angelov
ProfessorProfile
Prof. Angelov (PhD'93, DSc'15) holds a Chair in Intelligent Systems and is Director of Research at the School of Computing and Communications. He is founding Director of the Lancaster Intelligent, Robotic and Autonomous systems (LIRA) Centre (www.lancaster.ac.uk/lira ) which brings together 70+ academics/faculty across 15 Departments of the University. Prof. Angelov is a Fellow of the IEEE, of the IET and of ELLIS (https://ellis.eu) and a Governor of the International Neural Networks Society (INNS) for which he also served two consecutive terms as Vice President (2017-2020). He has over 400 publications in leading journals (like TPAMI, Information Fusion, IEEE Transactions on Cybernetics, on Fuzzy Systems, etc.), peer-reviewed conference proceedings (such as CVPR, ICCV, IEEE), 3 granted US patents, 3 research monographs (by Wiley, 2012 and Springer, 2002 and 2018) cited over 15000 times with an h-index of 63; he is the top third of the 1% Best Computer Scientists(https://research.com/u/plamen-angelov)lits(https://research.com/our-methodology) . He has an active research portfolio in the area of interpretable (explainable-by-design) deep learning and internationally recognised results into explainable deep learning, evolving systems for streaming data and computational intelligence. Prof. Angelov leads numerous projects funded by UK research councils, EC, European Space Agency, DSTL, GCHQ, Royal Society, Faraday Institute, industry. He is recipient of the Dennis Gabor award (2020) for "outstanding contributions to engineering applications of neural networks", IEEE awards ‘For outstanding Services’ (2013 and 2017) and other awards. He is Editor-in-Chief of Springer’s journal Evolving Systems and Associate Editor of IEEE Transactions on Cybernetics, IEEE Transactions on Fuzzy Systems, IEEE Transactions on AI and other journals. He gave 35 keynote talks and was General co-Chair of a number of high profile IEEE conferences. He is founding Chair of the Technical Committee on Evolving Intelligent Systems, SMC Society of the IEEE and was previously chairing the Standards Committee of the Computational Intelligent Society of the IEEE (2010-2012) where he initiated and chaired the Work Group P2976 on the IEEE standard on explainable AI. He is the founding co-Director of one of the funded programmes by ELLIS (on Human-centred machine learning). He was also a member of International Program Committee of over 150 international conferences (primarily IEEE). More details can be found at www.lancs.ac.uk/staff/angelov
Current Research
https://www.lancaster.ac.uk/scc/research/elsa/
https://www.lancaster.ac.uk/scc/research/ai4eo/
https://www.lancaster.ac.uk/scc/research/h-unique/
https://tas-security.lancs.ac.uk/
https://www.lancaster.ac.uk/scc/research/transparent-deep-learning-classifiers-of-driving-scenarios/
Using Raman spectroscopy to distinguish between different types of ivory at customs
01/09/2023 → 31/03/2025
Other
Horizon Europe: European Lighthouse on Secure and Safe AI – ELSA
01/09/2022 → 31/08/2025
Research
Towards explainable AI4EO: a new frontier to gain trust into the AI (XAI4EO)
01/04/2021 → 31/10/2024
Research
Multiscale Modelling Extension (Y4-5)
01/03/2021 → 31/03/2023
Research
TAS-S: Trustworthy Autonomous Systems Node in Security
01/11/2020 → 31/10/2024
Research
H2020 : Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization (TAILOR)
01/09/2020 → 31/08/2024
Research
Pozibot: Quantum-secured remote monitoring and data logging technology that enables a dynamic insured warranty for battery packs
01/03/2019 → 31/05/2021
Research
H-unique: In search of uniqueness - harnessing anatomical hand variation
01/01/2019 → 31/12/2024
Research
H-unique: In search of uniqueness - harnessing anatomical hand variation
01/01/2019 → 31/12/2024
Research
Transparent Deep Learning Classifier of Driving Scenarios able to Identify and Learn from Unseen Situations
01/10/2018 → 30/09/2021
Research
Rutherford Fund Strategic Partner Grant 2018
01/04/2018 → 31/03/2019
Research
Autonomous Remote Inspection and Repair in Hazardous Environments
02/01/2018 → 01/01/2020
Research
Intelligent Computer Vision agents Optimising Safety and Train Dwell Times
01/05/2017 → 30/04/2018
Research
Forex Trends Clustering Analysis using Machine Learning
01/04/2017 → 30/09/2017
Research
Early Detection of Insider Threats by Autonomous Analysis of User Behaviour Evolution
21/07/2015 → 20/01/2019
Research
IS 2015 - Robotics and autonomous systems
01/06/2015 → 31/12/2015
Research
Institutional Sponsorship 2015
01/06/2015 → 31/03/2016
Research
New Machine Learning Methods Paradigms to Address Big Data Streams
17/03/2015 → 16/03/2017
Other
Novel Machine Learning Paradigms to address Big Data Streams
16/03/2015 → 15/06/2017
Research
Early Detection of Insider Threats by Autonomous Analysis of User Behaviour Evolution
01/10/2014 → 31/03/2018
Other
GAMMA: Global ATM Security Management
01/09/2013 → 30/11/2017
Research
AURORA: Automated Real-time On-board video/data Analytics
01/06/2013 → 30/11/2014
Research
CASE: Autonomous Object Detection & Tracking in Real Time
22/04/2013 → 21/10/2016
Research
CASE: Autonomous Object Detection and Tracking in Real Time
22/04/2013 → 21/10/2016
Research
Cordinated Airborne Studies in the Tropics (CAST)
01/02/2013 → 31/07/2016
Research
Autonomous Object Detection and Tracking
01/01/2013 → 30/06/2016
Other
GAMMA: Growing Autonomous System Mission Management Applications
01/10/2012 → 30/09/2015
Research
Growing Autonomous Mission Management Systems
01/10/2012 → 30/09/2014
Other
Development of methods, algorithms and software for autonomous novelty detection by moving camera
01/06/2012 → 31/07/2012
Research
STAKE: real time spatio-temporal analysis and knowledge extraction through evolving clustering
14/03/2011 → 31/12/2013
Research
FP7: SVETLANA
01/08/2010 → 31/12/2012
Research
UAS Passive Sense, Detect and Avoid Algorithm Development
01/10/2009 → 31/12/2009
Other
Assisted carriage proposal: Intelligent leader follower algorithms for ground platforms
01/09/2009 → 30/11/2009
Research
2006 International Workshop EFS 06
01/07/2006 → 30/09/2006
Other
Collision Avoidance Algorithm Development
01/03/2006 → 28/02/2007
Other
ASTRAEA T5 Adaptive Routing
02/01/2006 → 31/12/2008
Other
ASTRAEA, Collision Avoidance
02/01/2006 → 31/12/2008
Other
Better Clinical Decisions for Less Efforts
01/01/2006 → 30/06/2009
Other
EvoMap: On-Chip Implementation of Intelligent Information Modelling
01/07/2004 → 30/06/2005
Other
Application of Fuzzy Rule based Models in HVAC Systems Simulation
01/03/2000 → 31/08/2001
Other
HVAC System Design Synthesis and Optimization
01/01/2000 → 31/12/2002
Other
Springer (Publisher)
Publication peer-review
IEEE (Publisher)
Publication peer-review
2014 IEEE World Congress on Computational Intelligence, WCCI-2014
Participation in conference -Mixed Audience
IEEE Press (Publisher)
Publication peer-review
IEEE Press (Publisher)
Publication peer-review
IEEE Press (Publisher)
Publication peer-review
IEEE Press (Publisher)
Publication peer-review
Evolving Hierarchical Fuzzy Systems
Types of External academic engagement - Hosting an academic visitor
IEEE Computational Intelligence Society (External organisation)
Membership of committee
Applied Soft Computing Journal (Journal)
Editorial activity
2013 International Joint Conference on Neural Networks
Participation in conference -Mixed Audience
2013 IEEE International Conference on Cybernetics, CYBCO-2013
Participation in conference -Mixed Audience
Autonomous Learning Machines: Evolving Neuro-Fuzzy Representation of the Dynamic Intelligence
Invited talk
IEEE Press (Publisher)
Publication peer-review
2012 IEEE Conference on Evolving and Adaptive Intelligent Systems
Participation in conference -Mixed Audience
Self-evolving Gaussian processes
Types of External academic engagement - Hosting an academic visitor
IEEE Transactions on Fuzzy Systems (Journal)
Editorial activity
IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics (Journal)
Editorial activity
Soft Computing (Journal)
Editorial activity
Autonomous Learning - the true intelligence is evolving
Invited talk
Autonomous Learning Machines: Generating Rules from Data Streams
Invited talk
IEEE Press (Publisher)
Publication peer-review
2011 IEEE Symposium Series on Computational Intelligence
Participation in workshop, seminar, course
Self-evolving fuzzy rule-based controllers
Types of External academic engagement - Hosting an academic visitor
Fuzzy Sets and Systems (Journal)
Editorial activity
IEEE (External organisation)
Membership of committee
Evolving Intelligent Systems: Methods and Applications
Invited talk
AISB (Publisher)
Publication peer-review
University Carlos III Madrid, Spain
Visiting an external academic institution
Journal of Automation, Mobile Robotics and Intelligent Systems (Journal)
Editorial activity
Open Journal on Cybernetics and Systemics (Journal)
Editorial activity
2010 IEEE International Conference on Intelligent Systems
Participation in conference -Mixed Audience
UAV Passive Sense, Detect and Avoid Algorithm Development
Consultancy
Evolving Systems (Journal)
Editorial activity
IEEE Symposium Series on Computational Intelligence
Participation in workshop, seminar, course
Jose Iglesias
Hosting a Student (PhD)
3rd International Workshop on Genetic and Evolving Fuzzy Systems
Participation in conference -Mixed Audience
IEEE Transactions on Fuzzy Systems (Journal)
Editorial activity
IEEE Press (Publisher)
Editorial activity
NTC on Autonomous Systems (External organisation)
Other Membership
Evolving Systems from Data Streams
Invited talk
2007 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE2007
Participation in conference -Mixed Audience
Evolving Classifiers Development
Types of External academic engagement - Hosting an academic visitor
International Journal of Knowledge-Based and Intelligent Engineering Systems (Journal)
Editorial activity
University of Wolfenbuettel, Germany
Visiting an external academic institution
2006 IEEE International Symposium on Evolving Fuzzy Systems
Participation in conference -Mixed Audience
Evolving Classifiers and Systems
Types of External academic engagement - Hosting an academic visitor
IEEE Press (Publisher)
Publication peer-review
IEEE Press (Publisher)
Editorial activity
Santander Chair of Excellence
Appointment
Fellow of the IET
Fellowship awarded competitively
Senior Member
Election to learned society
Senior Member
Election to learned society
Special Innovation Award
Prize (including medals and awards)
Award for Aerospace and Defence
Prize (including medals and awards)
Founding Chair of the Technical Committee on Evolving Intelligent Systems
Appointment
Member of the Technical Committee on Fuzzy Systems
Appointment
Member
Appointment
Honorary Professor
Honorary degree
Doctor of Sciences
Honorary degree
Fellow of the IEEE
Fellowship awarded competitively
Deniss Gabor award
Prize (including medals and awards)
Best paper award
Prize (including medals and awards)
Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Fundamentals, SCC (Data Science)
Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Fundamentals, LIRA - Security and Defence, Security Lancaster, Security Lancaster (Secure Machine Learning and Intelligence)
Centre of Excellence in Environmental Data Science, Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Fundamentals
- Centre for Technological Futures
- Cyber Security Research Centre (Data)
- Digital Health Group
- DSI - Foundations
- Lancaster Intelligent, Robotic and Autonomous Systems Centre
- LIRA - Advanced Manufacturing
- LIRA - Biomedical
- LIRA - Environmental Modelling
- LIRA - Extreme Environments
- LIRA - Fundamentals
- LIRA - Security and Defence
- LIRA - Smart Cities and Mobility
- LIRA - Society and Human Behaviour
- Network and Systems
- SCC (Data Science)
- Security Lancaster
- Security Lancaster (Academic Centre of Excellence)
- Security Lancaster (Secure Machine Learning and Intelligence)
- Security Lancaster (Systems Security)