Full list of Publications
Citation - over
4000 based on Google Scholar (over 1200 based on the more conservative
ISI Web of Knowledge) respectively (April 2015).
The most cited paper
alone has 620 citations which ranks it as top
0.01% paper in Computer Science and in Engineering according to the
Essential Science Indicators of the conservative ISI Web of knowledge
The overall 'i index'
is 71; h index' is 31 - all based on Google Scholar (h index
in ISI is 19)
For the last 5 years (since
2008) only the 'i index' is 57 and h index 31
Citations per paper:
55+ (based on ISI; for comparison the UK average is 3.37)
Books
-
- P. P. Angelov, Evolving
Rule-based Models: A Tool for Design of Flexible Adaptive Systems,
Springer-Verlag, Heidelberg, New York, 2002, ISBN 3-7908-1457-1.
- edited books
-
P. Angelov, K. Atanassov,
L. Doukovska, M. Hadjiski, V. Jotsov, J. Kacprzyk, N. Kasabov, S. Sotirov,
E. Szmidt, S. Zadrozny (Eds.), Intelligent
Systems'2014, vol.1: Mathematical Foundations, Theory, Analyses,
Springer, 2015, 866pp. ISBN: 978-3-319-11312-8.
-
-
- P. Angelov (Ed.), Handbook on Computational
Intelligence, 750pp., World Scientific, end 2014, ISBN: 978-0-470-28719-4,
featuring F. Lewis, D. Dasgupta, P. Erdi, D. Filev, H.G. Zimmermann, N. Kasabov,
C. Coello-Coello, F. Gomide, J. Kacprzyk, R. John, E. Lughofer, J. Abonyi,
O. Castillo, P. Melin, etc.
- edited volumes (Proceedings)
-
P. Angelov, D. Filev,
N. Kasabov, E. Lughofer, E.-P. Klement, S. Saminger-Platz, J. A. Iglesias
and M. S. Mouchawech (Eds.),
Proc. IEEE Symposium on Evolving and Adaptive Intelligent Systems-2014, 186 pp., IEEE Press, June 2014, ISBN:
978-1-4799-3348-8 .
-
P. Angelov, D. Levine,
P. Erdi, M. Vellasco, E. del M Hernandez, B. Apolloni (Eds.), Proc.
International Joint Conference on Neural Networks, IJCNN
2013, 3000pp.,IEEE Press, Jan 2014, ISBN: 978-1-4673-6129-3.
- J del R. Millán, D. Filev,
P. Angelov, A. Abraham (Eds.), Proc. IEEE Conference on Cybernetics
2013, 300 pp.,IEEE Press, June 2013, ISBN: 978-1-4673-6469-0.
-
P. Angelov, D. Filev
and N. Kasabov (Eds.), Proc. IEEE Symposium on Evolving and Adaptive
Intelligent Systems-2013, 120 pp.,IEEE Press, April 2013, ISBN: 978-1-4673-5855-2.
- P. Angelov, D. Filev and N. Kasabov,
J. Iglesias (Eds.), Proc. IEEE Symposium on Evolving and Adaptive Intelligent
Systems-2012, 206pp.,IEEE Press, May 2012,
ISBN: 978-1-4673-1726-9.
- P. Angelov, D. Filev and N. Kasabov (Eds.),
Proc. IEEE Workshop on Evolving and Adaptive Intelligent Systems-2011,
193pp., IEEE Press, April 2011, ISBN: 978-1-4244-9977-9.
-
P. Angelov, D. Filev
and N. Kasabov (Eds.), Proc. Symposium on Evolving Intelligent Systems,
72pp., AISB Publication, April 2010, ISBN: 978-1902956947.
- F. Hoffmann, O. Cordon, P. Angelov,
F. Klawonn (Eds.) Proc. GEFS: 2008 3rd International Workshop on Genetic
and Fuzzy Systems, 107pp., IEEE Press, 2008, ISBN 0-7803-9718-5.
- Angelov P., D. Filev, N. Kasabov, O.
Cordon (Eds.), Proc. 2006 International Symposium on Evolving Fuzzy Systems
EFS'06, 372pp., IEEE Press, 2006, ISBN 0-7803-9718-5.
- M. Hadjiski, P. Angelov (Eds.),
Intelligent Adaptive Systems - Proc. IEEE Symposium on Intelligent Systems
IS'02, vol.2, 66 pp., IEEE Press, 2002, ISBN 0-7803-7602-1
Journal papers (peer reviewed):
- M. Pratama, S. Anavatti,
P. Angelov, E. Lughofer, PANFIS: A Novel Incremental Learning
Machine, IEEE
Transactions on Neural Networks and Learning Systems, vol.
25 (1): 55-68, Jan. 2014.
- R. D. Baruah, P.
Angelov, Analysis of Evolving Social Network: Methods and Results
from Cell Phone Data Set Case Study, International Journal of Social Network
Mining, vol. 1, No3/4, pp.254-278, 2013, ISSN 1757-8485.
- B. S. J. Costa, P.
P. Angelov, L. A. Guedes, Real-Time
Fault Detection using Recursive Density Estimation, Journal of Control,
Automation and Electrical Systems, ISSN: 2195-3880, Aug. 2014, 25 (4):
428-437.
- P. Angelov,
Outside the box: An Alternative Data Analytics Framework, Journal of Automation,
Mobile Robotics and Intelligent Systems, ISSN: 1897-8649, April 2014, 8(2):
29-35.
- C. Clarke,
P. Angelov, Y.
Majid, P. Sadeghi-Tehran, SARIVA:
Smartphone App for Real-time Intelligent Video Analytics, Journal of Automation,
Mobile Robotics and Intelligent Systems, vol8 (4), 2014, to appear.
- R. D. Baruah, P.
Angelov, DEC:
Dynamically Evolving Clustering Autonomous and its Application to Structure
Identification of Evolving Fuzzy Models , IEEE Transactions on Cybernetics,
Dec. 2013, vol. 44 (9), pp. 1619 - 1631
- J. Andreu, P.
Angelov, Towards
generic human activity recognition for ubiquitous applications, Journal
of Ambient Intelligence and Human Computing, vol. 4, pp.155-156, 2013.
- P. Angelov,
R. Yager, Density-based
Averaging - a new Operator for Data Fusion, Information Systems, ISSN
0020-0255, vol. 222, pp.163-174, 2013.
- J. Andreu, P.
Angelov, An
Evolving Machine Learning Method for Human Activity Recognition Systems,
Journal of Ambient Intelligence and Humanized Computing, special
issue on Human Activity Recognition, vol.4, pp.195-206, 2013.
- J. Trevisan, P.
P. Angelov, A. D. Scott, P. L. Carmichael, and F. L. Martin, IRootLab:
free and open-source MATLAB toolbox for vibrational biospectroscopy data,
Bioinformatics, vol. 29 (8): pp. 1095-1097, 2013.
- J. Iglesias, P.
Angelov, A. Ledezma, A. Sanchis, Creating
evolving user behavior profiles automatically, IEEE Transactions on
Knowledge Data Engineering, vol. 24 (5), pp.854-867, May 2012.
- J. Trevisan, P.
P. Angelov, P. L. Carmichael, A. D. Scott and F. L. Martin, Extracting
biological information with computational analysis of Fourier transform infrared
(FTIR) biospectroscopy datasets: current practices to future perspectives,
Analyst, vol.137, pp. 3202-3215, 2012.
- J. Trevisan, P.
P. Angelov, P. L. Carmichael, A. D. Scott and F. L. Martin, Designing
open, multi-class computational strategies to classify infrared spectroscopy
data derived from the Syrian hamster embryo (SHE) assay, Mutagenesis,
ISSN 0267-8357, vol.27(1), p. 111, 2012.
- J. Trevisan, P.
P. Angelov, P. L. Carmichael, A. D. Scott and F. L. Martin, Advances
in Fourier-transform infrared spectroscopy analysis to characterise chemical-induced
alterations in the Syrian hamster embryo assay-towards biomarkers stability,
Mutagenesis, ISSN 0267-8357, vol.27(6), p. 792, 2012.
- P. Angelov,
R.Yager, A
New Type of Simplified Fuzzy Rule-based Systems, International Journal
of General Systems, vol.41(2), 163-185, Jan. 2012.
- R Dutta-Baruah, P.
Angelov, Evolving
Fuzzy Systems for Data Streams: A Survey, Data Mining and Knowledge
Discovery, v.1 (6), Nov./Dec. 2011, invited contribution,
pp.461-476
- P. Angelov,
Fuzzily
Connected Multi-Model Systems Evolving Autonomously from Data Streams,
IEEE Transactions on Systems, Man, and Cybernetics - part B, Cybernetics,
vol.41, (4), 898-910, August 2011.
- J. J. Macias-Hernandez,
P. Angelov, Crude Oil Distillation Side Streams, Fuzzy Model,
Online Model Prediction, Applied Mechanics and Materials, vol.88-89,
pp. 432-437, Aug. 2011, DOI: 10.4028/www.scientific.net/AMM.88-89.432.
- P. Angelov,
P. Sadeghi-Tehran, R. Ramezani, A
Real-time Approach to Autonomous Novelty Detection and Object Tracking in
Video Stream, International Journal of Intelligent Systems, vol.26
(3) 189-205, March 2011*
- J. de Jesús Rubio,
P. Angelov, E. García, An
uniformly stable backpropagation algorithm to train a feedforward neural network
, IEEE
Transactions on Neural Networks, vol.22(3) 356-366, March
2011.
- P. Sadeghi-Tehran, J.
Andreu, P. Angelov, X. Zhou, Intelligent Leader-Follower
Behaviour for Unmanned Ground-based Vehicles, Journal of Automation, Mobile
Robotics and Intelligent Systems (JAMRIS), ISSN 1897-8649, vol.5 (1),
pp.1-11, 2011.
- E. Lughofer, P.
Angelov, Handling
Drifts and Shifts in On-line Data Streams with Evolving Fuzzy Systems,
Applied
Soft Computing (Elsevier), vol11 (2) 2057-2068, March 2011.
- P. Angelov,
A. Kordon, Adaptive
Inferential Sensors based on Evolving Fuzzy Models: An Industrial Case Study,
IEEE Transactions on Systems, Man and Cybernetics - part B, 2010,
vol. 40 (2), pp.529-539.
-
J.
A. Iglesias, P. Angelov, A. Ledezma, A. Sanchis, Evolving
Classification of Agents' Behaviours: A General Approach,
Evolving Systems, ISSN 1868-6478, 2010, v.1 (3), Oct 2010,
pp.161-171.
-
J.G.
Kelly, P. Angelov, J. Trevisan, N. Vlachopoulou,
E. Paraskevaidis, P.L. Martin-Hirsch, and M.L. Martin, Robust
classification of low-grade cervical cytology following analysis with
ATR-FTIR spectroscopy and subsequent application of self-learning classifier
eClass, Journal of Analytical and Bio-analytical Chemistry,
November 2010, vol.398 (5), pp. 2191-2201.
-
J.
Trevisan, P. P. Angelov, I. I. Patel, G. M. Najandb, K.
T. Cheung, V. Llabjani, H. M. Pollock, S. W. Bruce, K. Pant, P. L. Carmichael,
A. D. Scott, and F. L. Martin, Syrian hamster embryo (SHE) assay (pH 6.7)
coupled with infrared spectroscopy and chemometrics towards toxicological
assessment, Analyst, vol.135 (12), pp. 3266–3272, 2010.
-
J.
Trevisan, P. P. Angelov, P. L. Carmichael, A. D. Scott,
and F. L. Martin, A mathematical framework for spectroscopy data analysis
to characterize chemical-induced alterations in the SHE assay, Mutagenesis,
vol.25 (6), pp. 658-658, 2010.
-
J.
A. Iglesias, P. Angelov, A. Ledezma, A. Sanchis, Human
Activity Recognition based on Evolving Fuzzy Systems, International
Journal of Neural Systems, vol.20, No.5, 2010, pp.355-364*
-
- J.
Trevisan, P.P. Angelov, F.L.A. Martin, Derivation of a computational
approach to iteratively discriminate a transformation phenotype in Syrian
hamster embryo (SHE) cells, Mutagenesis, Nov. 2009, vol. 24,
is. 6, pp. 543-543.
- P. Angelov,
X. Zhou, Evolving
Fuzzy-Rule-based Classifiers from Data Streams, IEEE Transactions
on Fuzzy Systems, ISSN 1063-6706,
special issue on Evolving Fuzzy Systems, December 2008, vol. 16, No6,
pp.1462-1475.
-
-
-
J.
Kelly, P. Angelov, M. J. Walsh, H. M.
Pollock, M. A. Pitt, P. L. Martin-Hirsch and F. Martin, A
Self-Learning Fuzzy Classifier with Feature Selection for Intelligent Interrogation
of mid-IR Spectroscopy Data Derived from Different Categories of Exfoliative
Cervical Cytology, International Journal on Computational Intelligence
Research, ISSN 0974-1259, special issue on the future of fuzzy systems
research, vol.4, No.4, pp. 392-401, Dec. 2008*
-
-
- P. Angelov,
V. Giglio, C. Guardiola, E. Lughofer and J. M. Lujan,
An Approach to Model-based Fault Detection in Industrial Measurement Systems
with Application to Engine Test Benches ,
Measurement Science and Technology, vol. 17, No7, pp.1809-1818, July 2006.
-
-
-
-
P.
Angelov, D. Filev,
An Approach to On-line Identification of Takagi-Sugeno Fuzzy Models,
IEEE Transactions on System, Man, and Cybernetics, part B - Cybernetics,
vol.34, No1, Feb. 2004, pp.484-498. ISSN 1094-6977**
-
-
-
-
- M. Eftekhari, L. Marjanovic
and P. Angelov, Design
and Performance of a Rule-based Controller in a Naturally Ventilated Room,
Computers in Industry, ISSN 0166-3615, vol. 51, No 3, pp.299-326,
2003
-
-
- P. Angelov,
Multi-objective
Optimisation in Air-Conditioning Systems: Comfort/Discomfort Definition by
IF Sets, Notes on Intuitionistic Fuzzy Sets, ISSN 1310-4926,
vol.7, No1, pp. 10-23, 2001
-
- P.P. Angelov,
V. I. Hanby and J. A. Wright, HVAC
Systems Simulation: A Self-Structuring Fuzzy Rule-Based Approach, International
Journal of Architectural Sciences, vol.1, No1, pp.30-39, 2000
-
-
-
-
P.
Angelov, An Analytical Method for Solving a Type of Fuzzy Optimization
Problems, Control and Cybernetics, vol. 24, No3, pp. 363-373,
1995
-
-
- P. Angelov,
A Generalized Approach to Fuzzy Optimization, International Journal
of Intelligent Systems, vol.9, No4, pp.261-268, 1994
-
-
- P. Angelov,
S. Tzonkov,
Optimal Control of Biotechnological Processes Described by Fuzzy Sets ,
Journal of Process Control, vol.3, No3, pp.147-152, 1993
- P. Angelov,
S. Tzonkov, Fuzzy Optimal Control of Ethanol Synthesis, Fuzzy Systems
and Artificial Intelligence, vol.2, No1, pp.45-51, 1993
-
P.
Angelov,
N. Zamdjiev, An Approach to Fuzzy Optimal Control via Parameterized Conjunction
and Defuzzification, Fuzzy Systems and Artificial Intelligence,
vol.2, No1, 1993, pp.53-57, 1993
- D. Filev, P.
Angelov,
Fuzzy Optimal Control, Fuzzy Sets and Systems, vol.47, No2, 1992,
pp.151-156, 1992
-
Papers
in the pipeline:
- J. Trevisan, J. Park,
P. P. Angelov, A. Ahmadzai, K. Gajjar, A. D. Scott, P. L.
Carmichael and F. L. Martin, Assessing and improving the stability of biomarkers
in Fourier-transform infrared (FTIR) spectroscopy data analysis, Analytical
Chemistry, 2014, to appear
- J. Trevisan,
J. Park, P. Angelov, A. Ahmadzai, K. Gajjar, A.
Scott, P. Carmichael, F. Martin, Stability and coherence of biomarker identification
methods in Fourier-transform infrared (FTIR) spectroscopy, Journal of Biophotonics,
2014, to appear
- D. Kolev, P.
Angelov, G. Markarian, M. Suvorov, S. Lysanov, AFDA: Autonomous Flight
Data Analysis by Recursive Estimation and Statistical Analysis Methods, IEEE
Transactions on Intelligent Transportation, 2014, to appear
- D Kangin, D. Kolev,
P. P. Angelov, Fast Non-parametric Image Segmentation Using
Majorization-Minimization of a Modified Chan-Vese Functional, Computer
Vision and Image Understanding, submitted, 2013
- C. Clarke, P. Sadeghi-Tehran, P.
Angelov, AURORA: Autonomous Real-time On-board
Video Analytics, Machine Vision and Applications, Machine Vision and Applications,
2014, submitted.
- P. Angelov,
P. 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, International Journal of Computer
Vision, 2014, submitted.
- P. Sadeghi-Tehran, P.
Angelov, An Approach to CBIR using a Composite
Multi Feature Vector and Local Recursive Density Estimation, Information Retrieval,
2014, submitted.
Patents granted
Patent applications
- P. Angelov,
P. Sadeghi-Tehran, Data Structuring and Searching Method and Apparatus, GB1417807.3
, priority date 8 October 2014
- P. Angelov,
Anomalous System State Identification, GB1208542.9, priority date
15 May 2012
- P. Angelov, D.
Kolev, G. Markarian, Autonomous Systems State Classification, GB1218209.3,
priority date 10 October 2012
- P. Angelov, R.
Bruncak, D Hutchison, S Simpson, P Smith, BotNet Detection, GB12182148.4,
priority date October 2012
Chapters
in books
- P. Sadeghi-Tehran,
P. Angelov, ARTOD: Autonomous Real Time Objects Detection
by a Moving Camera using Recursive Density Estimation, In: Novel Applications
of Intelligent Systems, M. Hadjiski, N. Kasabov, D. Filev, V. Jotsov (Eds.),
Springer Verlag, 2014, to appear
- P. Angelov,
J. Iglesias, Design and Tuning of Fuzzy Systems, In Encyclopaedia
of Life Support Systems, Book on Computational Intelligence, (H. Ishibuchi
Ed.), commissioned by UNESCO, 2014, to appear
- P. Angelov,
I Skrjanc, S. Blazic, Self-learning Controllers, In Springer Handbook
on Computational Intelligence, (O. Castillo and P. Melin Ed.), 2014,
to appear
- P. Angelov,
Evolving Takagi-Sugeno Fuzzy Systems from Data Streams (eTS+), In Evolving
Intelligent Systems: Methodology and Applications (Angelov
P., D. Filev, N. Kasabov Eds.), John Willey and Sons, IEEE Press
Series on Computational Intelligence, pp. 21-50, ISBN: 978-0-470-28719-4,
April 2010.
- P. Angelov,
A. Kordon, Evolving Intelligent Sensors in Chemical Industry, In Evolving
Intelligent Systems: Methodology and Applications (Angelov
P., D. Filev, N. Kasabov Eds.), John Willey and Sons, IEEE Press
Series on Computational Intelligence, pp.313-336, ISBN: 978-0-470-28719-4,
April 2010.
- P. Angelov,
Evolving
Fuzzy Systems, In
Encyclopaedia on Complexity and System Science (Bob Meyers Editor-in-Chief),
10370 pp., ISBN: 978-0-387-75888-6, article 194, Springer, June 2009 ,
Part 5, 3242-3255, DOI: 10.1007/978-0-387-30440-3_192.
- J. M. Hernandez,
P. Angelov, Applications of Evolving Intelligent Systems
to Oil and Gas Industry, In Evolving
Intelligent Systems: Methodology and Applications (Angelov
P., D. Filev, N. Kasabov Eds.), John Willey and Sons, IEEE Press
Series on Computational Intelligence, pp.399-420, ISBN: 978-0-470-28719-4,
April 2010.
- P. Angelov,
X.-W. Zhou,
Evolving Fuzzy Classifier for Real-time Novelty Detection and Landmark
Recognition by a Mobile Robot , In
Mobile Robots: The Evolutionary Approach (N. Nedja, L. Coelho , L. Mourelle
Eds.), Studies in Computational Intelligence Series, Springer,
pp.95-124, ISBN 978-3-540-49719-6, March 2007
- D. Filev, P.
Angelov,
Algortihms for Real-Time Clustering and Generation of Rules from Data,
In: J. V. de Oliveira and W. Pedrycz (Eds.) Advances in Fuzzy Clustering
and Its Applications, ISBN 978-0-470-02760-8, John Wiley and Sons,
New York, USA, pp.353-370, 2007
- P. Angelov,
Y. Zhang, and J. A. Wright.
Optimal Design Synthesis of Component-based Systems using Intelligent
Techniques, pp. 267-284. In Do Smart Adaptive Systems Exist?
B. Gabrys, K. Leiviskä, and J. Strackeljan (editors). Studies in
Fuzziness and Soft Computing, vol.173, Springer. ISBN 3-540-24077-2. 2004
- P. Angelov,
An Approach to On-line Design of Fuzzy Controllers with Evolving Structure,
In: (L. Ahmad, J. M. Garibaldi, Eds.) Applications and Science
in Soft Computing Series: Advances in Soft Computing, X, pp.63-68,
ISBN: 3-540-40856-8, 2004
- P. Angelov,
Y. Zhang, J. Wright, R. Buswell, V. Hanby,
Automatic Design Synthesis and Optimization of Component-based Systems
by Evolutionary Algorithms , In: Lecture Notes in Computer
Science 2724 Genetic and Evolutionary Computation (E. Cantu-Paz et.
al Eds.): Springer-Verlag, pp.1938-1950, 978-3-540-40603-7, 2003
- P. Angelov
, D. Filev, On-line
Design of Takagi-Sugeno Models, In: Lecture Notes in Computer
Science 2715 Fuzzy Sets and Systems IFSA2003 (T. Bilgiç, B.
De Baets, O. Kaynak Eds.), pp. 576-584, ISBN 3-540-40383-3, 2003
- P.P.Angelov,
V.I. Hanby, R.A. Buswell and J.A. Wright, Automatic
Generation of Fuzzy Rule-based Models from Data by Genetic Algorithms,
In: Developments
in Soft Computing (R. John and R. Birkenhead Eds.) Developments in
Soft Computing (R. John and R. Birkenhead Eds.), Springer Verlag,
pp.31-40, 2001
Papers in proceedings of international
conferences (peer reviewed)
- R. D. Baruah, P.
Angelov, D. Baruah, Dynamically Evolving Fuzzy Classifier for Real-time
Classification of Data Streams, 2014
World Congress on Computational Intelligence, WCCI-2014, 6-11 July
2014, Beijing, China, to appear.
- B. S. J. Costa, P.
Angelov, L. A. Guedes, A new Unsupervised Approach to Fault Detection
and Identification, 2014
World Congress on Computational Intelligence, WCCI-2014, 6-11 July
2014, Beijing, China, to appear.
- R. D. Baruah, P.
Angelov, D. Baruah, Dynamically Evolving Clustering for Data Streams,
In Proc. 2014 IEEE
Conference on Evolving and Adaptive Intelligent Systems,
EAIS-2014, 2-4 June, 2014, Linz, Austria, to appear.
- P. Angelov,
D. Kangin, X. Zhou, D. Kolev, Symbol Recognition with a new Autonomously
Evolving Classifier AutoClass, In Proc. 2014
IEEE Conference on Evolving and Adaptive Intelligent Systems,
EAIS-2014, 2-4 June, 2014, Linz, Austria, to appear.
- P. Sadeghi-Tehran,
P. Angelov, ATDT: Autonomous Template-based Detection and
Tracking of Objects from Airborne Camera, In Proc. 2014
IEEE Conference on Intelligent Systems, IS-14,
24-26 September, Warsaw, Poland, to appear.
- R. D. Baruah, P.
Angelov, Online Learning and Prediction of Data streams using Dynamically
Evolving Fuzzy Approach, In Proc., 2013
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2013), 7-10
July, 2013, Heiderabad, India, IEEE Press, ISBN 978-1-4799-0020-6, pp.1-8,
DOI: 10.1109/FUZZ-IEEE.2013.6622517.
- M. Suvorov, S. Ivliev,
G. Markarian, D. Kolev, D. Zvikhachevskiy, P. Angelov,
Incremental Anomaly Identification by Adapted SVM Method, International
Joint Conference on Neural Networks, IJCNN-2013, Dallas, TX, USA, 3-9
August, 2013, IEEE
Press, August, 2013, ISBN: 978-1-4673-6129-3.
- B Costa, I Skrjanc,
S Blazic, P. Angelov, A
practical implementation of self-evolving cloud-based control of a pilot
plant, 2013 IEEE International Conference on Cybernetics, CYBCONF-2013,
Lausanne, Switzerland, pp.7-12, IEEE
Press, 13-15 June, 2013, ISBN: 978-1-4673-6469-0/13, best student
paper award!
- P. Angelov,
I. Skrjanc and S. Blazic, Robust
Evolving Cloud-based Controller for a Hydraulic Plant,
Proc. IEEE Symposium Series on Computational Intelligence SSCI-2013,16-19
April 2013, Singapore, IEEE Press, ISBN 978-1-4673-5855-2/13, pp.1-8.
- D. Kangin, G. Kolev,
P. Angelov, Vehicle
Plate Recognition using Improved Neocognitron Neural Network, In:
Lecture Notes in Computer Sciences LNCS (V. Mladenov et al.
Eds.), vol. 8131, pp.628-640, Springer, Heidelberg, 2013.
- M. Suvorov, S. Ivliev,
G. Markarian, D. Kolev, D. Zvikhachevskiy, P. Angelov,
OSA:
One-class Recursive SVM Algorithm with Negative Samples for Fault Detection
,
In: Lecture Notes in Computer Sciences LNCS (V. Mladenov et al.
Eds.), vol. 8131, pp.194-207, Springer, Heidelberg, 2013.
- D. Kolev, P.
Angelov, G. Markarian, M. Suvorov and S. Lysanov, ARFA:
Automated Real-time Flight Data Analysis using Evolving Clustering, Classifiers
and Recursive Density Estimation ,
Proc. IEEE Symposium Series on Computational Intelligence SSCI-2013,16-19
April 2013, Singapore, ISBN 978-1-4673-5855-2/13, pp. 91-97.
- A Ali, D Hutchison,
P Angelov, P Smith, Towards an autonomous resilience strategy the
implementation of a self evolving rate limiter, Proc. 13th UK Workshop
on Computational Intelligence, UKCI, 2013, pp. 299-304.
- R. D. Baruah, P.
Angelov, Evolving
Local Means Method for Clustering of Streaming Data, In Proc. 2012
World Congress on Computational Intelligence, WCCI-2012, 10-15
June 2012, Brisbane, Australia, pp.2161-2168 (IEEE Press ISBN 978-1-4673-1489-3).
- P. Sadeghi-Tehran,
A. B. Cara, P. Angelov, H. Pomares, I. Rojas, A. Prieto,
Self-Evolving
Parameter-free Rule-based Controller, In Proc. 2012
World Congress on Computational Intelligence, WCCI-2012, 10-15
June 2012, Brisbane, Australia, pp.754-761 (IEEE Press, ISBN 978-1-4673-1489-3).
- P. Angelov,
J. Andreu, Tu Vong, Automatic
Mobile Photographer and Assisted Picture Diary for Memory Aid, In Proc.
2012
IEEE Conference on Evolving and Adaptive Intelligent Systems,
EAIS-2012, 17-18 May 2012, Madrid, Spain, pp. 102-107 (IEEE Press,
ISBN 978-1-4673-1727-6).
- P. Sadeghi-Tehran,
S. Behera, P. Angelov, J. Andreu, Autonomous
Visual Self-Localization in Completely Unknown Environment, In Proc.
2012
IEEE Conference on Evolving and Adaptive Intelligent Systems,
EAIS-2012, 17-18 May 2012, Madrid, Spain, pp. 90-95 (IEEE Press, ISBN
978-1-4673-1727-6)
- R. D. Baruah, P.
Angelov, Evolving
Social Network Analysis: A Case Study on Mobile Phone Data, In Proc.
2012
IEEE Conference on Evolving and Adaptive Intelligent Systems,
EAIS-2012, 17-18 May 2012, Madrid, Spain, pp. 114-120 (IEEE Press,
ISBN 978-1-4673-1727-6).
- P. Sadeghi-Tehran,
P. Angelov, A
Real-time Approach for Novelty Detection and Trajectories Analysis for Anomaly
Recognition in Video Surveillance Systems , In Proc. 2012
IEEE Conference on Evolving and Adaptive Intelligent Systems,
EAIS-2012, 17-18 May 2012, Madrid, Spain, pp. 108-113 (IEEE Press,
ISBN 978-1-4673-1727-6).
- P. Angelov,
C. Gude, P. Sadeghi-Tehran, T. Ivanov, ARTOT:
Autonomous Real-Time Object Detection and Tracking by a Moving Camera
, In Proc. 2012
IEEE Conference on Intelligent Systems, IS-12,
6-8 September, Sofia, Bulgaria, pp. 446-452, best paper award.
- P. P. Angelov,
Autonomous Machine Learning (ALMA): Generating Rules from Data Streams,
In Proc. Special
International Conference on Complex Systems, COSY-2011, 16-19
September 2011, Ohrid, FYROM (FYR of Macedonia), pp.249-256.
- J. Andreu, P.
Angelov, R. Dutta Baruah, Real-time Recognition of Human Activities
from Wearable Sensors by Evolving Classifiers, 2011
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011, 27-30
June, 2011, Taipei, Taiwan, pp. 2786-2793, ISSN 978-1-4244-7317-5/11, IEEE
Press
- J. Andreu, R. Dutta
Baruah, P. P. Angelov, Automatic scene recognition for
low-resource devices using evolving classifiers, 2011
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011, 27-30
June, 2011, Taipei, Taiwan, pp. 2779-2785, ISSN 978-1-4244-7317-5/11, IEEE
Press
- R. Dutta-Baruah,P.
Angelov, J. Andreu, Simpl_eClass: Simple Potential-free Evolving
Fuzzy Rule-Based On-line Classifiers, 2011
IEEE International Conference on Systems, Man and Cybernetics, SMC 2011,
Anchorage, Alaska, USA, 7-9 Oct, 2011, pp.2249-2254.
- P. Angelov,
R. Yager, Simplified Fuzzy Rule-based Systems using Non-parametric Antecedents
and relative Data Density,
IEEE Symposium Series on Computational Intelligence SSCI-2011,11-15
April 2011, Paris, France, pp.62-69, ISBN 978-1-4244-9977-9
- J. A. Iglesias, P.
Angelov, A. Ledezma, A. Sanchis, Evolving Human Activity Classifier
from Sensor Streams,
IEEE Symposium Series on Computational Intelligence SSCI-2011,11-15
April 2011, Paris, France, pp.139-146, ISBN 978-1-4244-9977-9
- P. Sadeghi-Tehran,
P. Angelov, Online Self-Evolving Fuzzy Controller for Autonomous
Mobile Robots, IEEE
Symposium Series on Computational Intelligence SSCI-2011,11-15 April
2011, Paris, France, pp.100-107, ISBN 978-1-4244-9977-9
- A. Azman, P.
Angelov, D. Hutchison, Towards an Adaptive Resilience Strategy
for Future Computer Networks, Proceedings of the UKCI 2011, 7-9
September, 2011, Manchester, UK, pp.201-206.
- P. Angelov,
R. Yager, A Simple Rule-based System through Vector Membership and Kernel-based
Granulation, In: Proc.
5th International Conference on Intelligent Systems, IS-2010,7-9 July
2010, London, England, UK, IEEE Press, pp.349-354.
- J Andreu, P.
Angelov, Real-Time Activity Recognition from Wireless Sensors Using
Evolving Fuzzy Systems, 2010 IEEE World
Congress on Computational Intelligence,18-23 July 2010, Barcelona, Catalunya,
Spain, pp.2652-2659, ISBN 978-1-4244-6920-8.
- J. A. Iglesias, P.
Angelov, A. Ledezema, A. Sanchis, Human Activity Recognition in
Intelligent Home Environments: An Evolving Approach, 19th European Conference
on AI, ECAI, Lisbon, Portugal, 16-20 August 2010, ECAI 2010 Proceedings
(H. Coelho, R. Studer and M. Wooldridge Eds.), IOS Press, ISSN: 0922-6389,
pp. 1047-1048.
- P Sadeghi-Tehran, P.
Angelov, R. Ramezani, A Fast Approach to Autonomous Detection,
Identification, and Tracking of Multiple Objects in Video Streams under
Uncertainties, In: E. Hullermeier, R. Kruse, and F. Hoffmann (Eds.): IPMU
2010, Part II, CCIS 81, pp. 30–43, 2010, ISBN 3-642-14057-2 Springer Berlin
Heidelberg New York, ISSN 1865-0929.
- R Dutta-Baruah, P.
Angelov, Clustering as a Tool for Self-generation of Intelligent
Systems: A Survey, Evolving
Intelligent Systems, EIS'10, 29 March - 1 April 2010, Leicester, UK,
pp.34-41, ISBN 978-1902956947.
- J. A. Iglesias, P.
Angelov, A. Ledezema, A. Sanchis, User Modeling: Through Statistical
Analysis and an Evolving Classifier, 2010
IEEE World Congress on Computational Intelligence,18-23 July 2010, Barcelona,
Catalunya, Spain, pp. 3226-3233, ISBN 978-1-4244-6920-8.
- J Andreu, P.
Angelov, Forecasting time-series for NN GC1 using Evolving Takagi-Sugeno
(eTS) Fuzzy Systems with On-line Inputs Selection, 2010
IEEE World Congress on Computational Intelligence,18-23 July 2010, Barcelona,
Catalunya, Spain, pp.1479-1483, ISBN 978-1-4244-6920-8.
- J. A. Iglesias, P.
Angelov, A. Ledezema, A. Sanchis, Modelling Evolving User Behaviours,
2009 IEEE Symposium Series on Computational Intelligence, 2009
IEEE Workshop on Evolving and Self-Developing Intelligent Systems, 29
March-2 April, 2009, Nashville, TN, USA, Proceedings, IEEE Press, ISBN:
978-1-4244-2754-3, pp.16-23*
- E. Lughofer, P.
Angelov, Detecting and Responding to Drift and Shift in On-line
Data Streams with Evolving Fuzzy Systems,
2009 IFSA World Congress and 2009 EUSFLAT Conference, 19-23 July 2009,
Lisbon, Portugal, pp.931-937, ISBN 978-95079-6-8
- P. Angelov,
X. Zhou, On Line Learning Fuzzy Rule-based System Structure from Data Streams,
2008 IEEE
International Conference on Fuzzy Systems within the IEEE
World Congress on Computational Intelligence, Hong Kong, June 1-6,
2008, pp.915-922, ISBN 978-1-4244-1821-3/08
- P. Angelov,
R. Ramezani, X. Zhou, Autonomous
Novelty Detection and Object Tracking in Video Streams using Evolving Clustering
and Takagi-Sugeno type Neuro-Fuzzy System,
2008 IEEE International Joint Conference on Neural Networks within
the IEEE World Congress on Computational Intelligence, Hong Kong, June
1-6, 2008, pp.1457-1464, ISBN 978-1-4244-1821-3/08
- R. Ramezani, P.
Angelov, X. Zhou, A Fast Approach to Novelty Detection in Video
Streams using Recursive Density Estimation,
4th International IEEE Symposium on Intelligent Systems, 6-8 September,
2008, Varna, Bulgaria, v.II, pp.14-2 -- 14-7, ISBN 978-1-4244-1739-1/08
- S. McDonald, C. Xydeas,
P. Angelov, Decision
Support Systems - Improving levels of Care and Lowering the Costs in Anticoagulation
Therapy, First
International Conference on Electronic Healthcare for the 21st Century,
eHelath 2008 , London, UK, 8-9 Sept. 2008, pp.175-178
- S. McDonald, C. Xydeas,
P. Angelov, A Retrospective Comparative Study of three
Data Modelling Techniques in Anticoagulation Therapy
2008 International Conference on BioMedical Engineering and Informatics
BMEI2008, 28-30 May 2008, Sanya, Hainan, China, pp. 219-225, ISBN
978-0-7695-3118-2/08
- X. Zhou, P.
Angelov, C. Wang, A Predictive Controller for Object Tracking of
a Mobile Robot, 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, Funchal, Madeira,
Portugal, 11-15 May 2008, pp.73-82, ISBN 978-989-8111-34-0
- P. Angelov,
A. Kordon, X. Zhou, Evolving
Fuzzy Inferential Sensors for Process Industry,
3rd International Workshop on Genetic and Evolving Fuzzy Systems,
4-7 March, 2008, Witten-Bomerholz, Germany, pp. 41-46, ISBN 978-1-4244-1613-4
- P. Angelov,
C. D. Bocaniala, C. Xydeas, C. Pattchet, D. Ansell, M. Everett, G. Leng,
A
Passive Approach to Autonomous Collision Detection and Avoidance in Uninhabited
Aerial Systems,
2008 UKSIM: 10th International Conference on Computer Modelling and Simulation,
1-3 April 2008, Emanuel College, Cambridge, UK, pp.64-69
- P. Angelov,
X. Zhou, E. Lughofer, D. Filev, Architectures
of Evolving Fuzzy Rule-based Classifiers, Proc.
2007 IEEE International Conference on Systems, Man, and Cybernetics,
7-10 October, 2007, Montreal, Canada, ISBN 1-4244-0991-8/07, pp.2050-2055
- J.J. Macias-Hernandez,
P. Angelov, X. Zhou, Soft Sensor for Predicting Crude Oil
Distillation Side Streams using Takagi Sugeno Evolving Fuzzy Models, Proc.
2007 IEEE
International Conference on Systems, Man, and Cybernetics, 7-10
October, 2007, Montreal, Canada, ISBN 1-4244-0991-8/07, pp.3305-3310.
- E. Lughofer, P.
Angelov, X. Zhou, Evolving
Single- and Multi-Model Fuzzy Classifiers with FLEXFIS-Class, In Proc.
of the 2007 IEEE
International Conference on Fuzzy Systems, 23-26 July, 2007, London,
UK, pp.363-368, ISBN 1-4244-1210-2/07
- P. Angelov,
X. Zhou, F. Klawonn, Evolving
Fuzzy Rule-based Classifiers, First
2007 IEEE International Conference on Computational Intelligence Applications
for Signal and Image Processing, April 1-5, 2007, Honolulu, Hawaii,
USA, pp.220-225
- X. Zhou, P.
Angelov, An
Approach to Autonomous Self-localization of a Mobile Robot in Completely
Unknown Environment using Evolving Fuzzy Rule-based Classifier, First
2007 IEEE International Conference on Computational Intelligence Applications
for Defense and Security, April 1-5, 2007, Honolulu, Hawaii,
USA, pp.131-138.
- F. Klawonn, P.
Angelov, Evolving
Extended Naive Bayes Classifier, In: S. Tsumoto, C.W. Clifton, N. Zhong,
X. Wu, J. Liu, B.W. Wah, Y.-M. Cheung: Proc.
Sixth IEEE International Conference on Data Mining. IEEE, Los Alamitos
(2006), pp. 643-647 (ISBN 0769527027)
- J.J. M. Hernandez,
P. Angelov, X. Zhou, Soft Sensor for Predicting Crude Oil
Distillation Side Streams using Takagi Sugeno Evolving Fuzzy Models, 2nd
Annual Symposium on Nature Inspired Smart Adaptive Systems, 29, Nov-1, Dec,
2006, Tenerife, Spain, pp.313-322
- A. Evans, P.
Angelov and X. Zhou, On-line
Evolving Clustering of Web Documents, 2nd Annual Symposium on Nature
Inspired Smart Adaptive Systems, 29, Nov-1, Dec, 2006, Tenerife, Spain,
pp.225-230, ISBN 3-86130-926-2
- P. Angelov,
Evolving
Fuzzy Rule-based Systems for Modelling of Non-linear Non-stationary Processes,
IFAC Workshop Energy Efficient Control, October, 2-5, 2006, Bansko, Bulgaria,
pp.43-50**
- P. Angelov,
X. Zhou, Evolving
Fuzzy Systems from Data Streams in Real-Time, 2006
International Symposium on Evolving Fuzzy Systems, 7-9 September, 2006,
Ambleside, Lake District, UK, IEEE Press, pp.29-35, ISBN 0-7803-9719-3*
- E. Jones, P.
Angelov, C. Xydeas, Recovery
of LSP Coefficients in VoIP Systems using Evolving Takagi-Sugeno Fuzzy MIMO
Models, 2006 International Symposium on Evolving Fuzzy Systems,
7-9 September, 2006, Ambleside, Lake District, UK, IEEE Press, pp. 208-214,
ISBN 0-7803-9719-3***
- J. Macias, P.
Angelov and X.-W. Zhou, A
Method for Predicting Quality of the Crude Oil Distillation using Evolving
Takagi-Sugeno Fuzzy Models, In Proc. 2006 International Symposium
on Evolving Fuzzy Systems, 7-9 September, 2006, Ambleside, Lake District,
UK, IEEE Press, pp. 214-220, ISBN 0-7803-9719-3
- Memon, M. A., P.
Angelov, H. Ahmed, An
Approach to Real-Time Color-based Object Tracking, In Proc. 2006
International Symposium on Evolving Fuzzy Systems, 7-9 September, 2006,
Ambleside, Lake District, UK, IEEE Press, pp.81-87, ISBN 0-7803-9719-3
- X.-W. Zhou, P.
Angelov, Real-Time
joint Landmark Recognition and Classifier Generation by an Evolving Fuzzy
System, 2006 IEEE World Congress on Computational Intelligence,
Vancouver, BC, Canada, July 16-21, 2006, pp.6314-6321, ISBN 0-7803-9489-5
- X.-W. Zhou, P.
Angelov, G. Morris, Novelty Detection and Landmark Recognition
by Real-time Evolving Clustering, UK Workshop on Computational Intelligence,
London, 5-7 Sept., 2005, pp. 155-161
- P. Angelov,
E. Lughofer. P. E. Klement, Two
Approaches for Data-Driven Design of Evolving Fuzzy Systems: eTS and FLEXFIS,
The 2005 North American Fuzzy Information Processing Society Annual Conference,
June 21-25 2005, Ann Arbor, Michigan, USA, pp.31-35
- P. Angelov,
D. Filev, Simpl_eTS:
A Simplified Method for Learning Evolving Takagi-Sugeno Fuzzy Models,The
2005 IEEE International Conference on Fuzzy Systems FUZZ-IEEE, Reno,
Las Vegas, USA, 22-25 May 2005, pp.1068-1073, ISSN 0-7803-9158-6/05
- J. Victor, A. Dourado,
P. Angelov, On-Line
Construction and Rule Base Simplification by Replacement in Fuzzy Systems
Applied to a Wastewater Treatment Plant,16th IFAC World Congress,
Prague, Czech Republic, July-2005
- D. Carline, P.
P. Angelov, R. Clifford, Agile Collaborative Autonomous Agents
for Robust Underwater Classification Scenarios, Underwater Defense
Technology, Amsterdam, June 2005
- P.P. Angelov,
N. Kasabov. Evolving Computational Intelligence Systems. In Proceedings
of the
1st International Workshop on Genetic Fuzzy Systems. Granada, Spain.
2005, pp. 76-82
- P. Angelov,
Y. Zhang, and J. Wright. Automatic Design Generation of Component-based
Systems using GA and Fuzzy Optimisation. In Proc. of the
1st International Workshop on Genetic Fuzzy Systems. Granada, Spain,
2005. pp. 95-100
- P. Angelov,
T. Evans, Semantic Categorization of Web-based Documents, 5th International
Conference Recent Advances in Soft Computing, RASC 2004, 16-18 December,
Nottingham, UK, pp.500-505
- P.
Angelov,
C. Xydeas, D. Filev, On-line
Identification of MIMO Evolving Takagi-Sugeno Fuzzy Models, International
Joint Conference on Neural Networks and International Conference on Fuzzy
Systems, IJCNN-FUZZ-IEEE, Budapest, Hungary, 25-29 July, 2004, 55-60,
ISBN 0-7803-8354-0
- P. Angelov,
J. Victor, A. Dourado, D. Filev, On-line
evolution of Takagi-Sugeno Fuzzy Models, Proc. Of the 2nd IFAC Workshop
on Advanced Fuzzy/Neural Control, 16-17 September 2004, Oulu, Finland, pp.67-72
- P.
Angelov, An Approach to On-line Design of Fuzzy Controllers with
Evolving Structure, 4th International Conference RASC-2002, Nottingham,
12-13 December 2002, 55-56.
- P.
Angelov, An Approach for Rule-base Adaptation using On-line Clustering,
2nd EUNITE Conference, 19-22 September 2002, Albufeira, Portugal,
pp. 47-52
- P.
Angelov, D. Filev,
Flexible Models with Evolving Structure, IEEE Symposium on Intelligent
Systems, Varna, Bulgaria, 10-12 September 2002, v.2, pp.28-3
- P.
Angelov, R. Buswell, J. Wright, D. Loveday, Evolving Rule-based
Control, EUNITE Symposium, 13-15 December 2001, Tenerife, Spain,
pp.36-41
- P.
Angelov, R. Buswell,
Evolving Rule-based Models: A Tool for Intelligent Adaptation, 9th
IFSA World Congress, Vancouver, BC, Canada, 25-28 July 2001, pp.1062-1067
- P.
Angelov, R. Buswell, J.A. Wright, Transparency and Simplification
of Rule-Based Models for On-line Adaptation, 2nd EUSFLAT Conference,
Leicester, 5-7 September 2001, pp. 234-237
- P.P.
Angelov, V.I. Hanby, R. A. Buswell and J.A. Wright,
A Methodology for Modelling HVAC Components using Evolving Fuzzy Rules,
IEEE International conference on Industrial Engineering, Control and Instrumentation
IECON-2000, 22-28 October 2000, Nagoya, Japan, pp. 247-252
- P.P.
Angelov, J.A. Wright, A Centre-of-Gravity-based Recombination Operator
for Genetic Algorithms, IEEE International conference on Industrial
Engineering, Control and Instrumentation IECON-2000, 22-28 October
2000, Nagoya, Japan, pp. 259-264
- P.
Angelov, Evolving Fuzzy Rule-Based Models, Proc. 8th IFSA World
Congress, Taipei, Taiwan, August 17-20, 1999, vol.1, pp.19-23
- P.
Angelov, A Fuzzy Approach to Building Thermal Systems Optimization,
Proc. 8th IFSA World Congress, Taipei, Taiwan, August 17-20, 1999,
vol.2, pp.423-426
- O. Bernard, G. Bastin
and P. Angelov, Hybrid Modelling of Biotechnological Processes
using Neural Networks, Proc. 14th World IFAC Congress, Beijing,
July 1999, vol.L, pp. 145-150
- P.
Angelov, Self-Learning of Fuzzy-Rule-based Models by GA, Proc.
Conference on Intelligent Control'98, Sofia, Bulgaria, 14-16 Oct. 1998,
pp. 46-49, ISBN 954-9641-05-8 (T2)
- P.
Angelov, D. Lakov, Fuzzy Rule-based System for Risk Assessment,
Proc. Conference on Intelligent Control'98, Sofia, Bulgaria, 14-16
Oct. 1998, pp. 42-45, ISBN 954-9641-05-8 (T2)
- P.
Angelov, R. Guthke, R. Berkholz, Optimal Control of a Fermentation
Process using Neural Networks and Genetic Algorithms, Proc. 6th European
Congress on Soft Computing and Intelligent Technologies EUFIT'98, Aachen,
Germany, Sept. 7-10, 1998, vol.3, pp.1591-1595
- K.-H. Bellgardt, S.
Tzonkov, R. Nenov and P. Angelov, Future Prospects and
Trends in Modeling, Control and Measurements in Biotechnology, Proc.
10th Intern. Workshop Bioprocess Systems'97, Sofia, Bulgaria, October
14-16, 1997, pp. I.1-I.11
- P. Angelov,
Intelligent Optimal Control of Biotechnological Processes, Proc. 4th
European Congress on Intelligent Techniques and Soft Computing, EUFIT'96,
Aachen, Germany, 2-5 Sept. 1996, vol.2, pp.1033-1037
- P. Angelov,
R. Guthke, An Approach to Fuzzy Optimal Control supported by Genetic Algorithms,
Proc. International Panel Conference on Soft Computing, Budapest,
Hungary, Oct. 7-10, 1996, pp. 11-17
- P. Angelov,
Fuzzy Optimal Control based on Genetic Algorithms, Proc. 2nd International
Conference FUBEST'96, Sofia, Bulgaria, Oct. 9-11, 1996, pp.57-60
- P. Angelov,
Intelligent Optimal Control of Biotechnological Processes, Proc 16th
International Conference "Information Technology Interfaces "
ITI '96, Pula, Croatia June 18-21 1996, pp. 353-358
- A. Gegov, P. Koprinkova
and P. Angelov, Hierarchical Fuzzy Control of Traffic Networks,
Proc. International Panel Conference on Soft Computing, Budapest,
Hungary, Oct. 7-10, 1996, pp. 107-112
- P. Angelov,
M. Petrov and S. Tzonkov, An Approach to Optimal Control of Biotechnological
Processes Based on Soft Computing, Intern. Conf. on Automatics and Informatics,
Sofia, Bulgaria, Oct. 9-11, 1996, pp.252-255
- P. Angelov,
An Method for Fuzzy Linear Dynamic Programing, Proc. 3rd European Congress
on Intelligent Technologies and Soft Computing, EUFIT'95, Aachen, Germany,
August 28-31 1995, vol.2, pp. 1294-1298
- P. Angelov,
Application of Intuitionistic Fuzzy Sets to Optimization Problems, 13th
Symposium on Mathematical Methods in Economics, Sept. 18-20 1995, Ostrava,
Czech Republic, pp. 1-8
- P. Angelov,
An Approach to Optimisation of Biotechnological Processes based on Neural
Networks, Proc 17th International Conference "Information technology
Interfaces " ITI '95, Pula, Croatia June 13-16 1995, pp. 401-406
- P. Angelov,
S. Tzonkov, Application of Soft Computing in Bioprocess Engineering, International
Workshop Bioprocess Engineering'95, Sofia, Bulgaria, Oct. 2-5, 1995,
pp. iv-ix **
- P. Angelov,
Neural-Network based Modeling and Optimization of Whey Fermentation, International
Conference on Automatics and Informatics, Sofia, Bulgaria, Nov. 7-10,
1995, pp. 414-417
- P. Angelov,
A new Method for Solving Linear Programming Problems with Fuzzy Parameters,
Proc 2nd European Congress on Intelligent Techniques and Soft Computing
EUFIT'94, Aachen, Germany, Sept. 20-23, 1994, vol.2, pp.962-966
- P. Angelov,
M. Petrov and S. Tzonkov, An Approach for Training a type of Fuzzy Neural
Networks as Fuzzy Optimization, 10th International Conference on Systems
Engineering, Coventry, UK, 6-8 Sept., 1994, pp. 47-51
- P. Angelov,
Analytical Approach for Solving a Type of Fuzzy Optimization Problems, International
Workshop on Fuzzy Based Expert Systems FUBEST'94, Sept. 28-30, 1994,
Sofia, Bulgaria, pp.11-14
- P. Angelov,
A Parameterized Generalization of Fuzzy Mathematical Programming Problem,
5th IFSA World Congress, Seoul, Korea, July 4-9, 1993, vol.1, pp.612-615
- P. Angelov,
An Analytical Approach for FMP Problem Solving and its Application to Neural
Networks Learning, Proc. 1st European Congress on Fuzzy and
Intelligent Technologies, EUFIT'93, Aachen, Germany, Sept. 7-10, 1993,
vol.3, pp.1255-1266
- P. Angelov,
L. Kuncheva, About Analytical Solving Fuzzy Mathematical Programming Problem,
Proc. Intern. Conf. on Math. Modelling and Comp.'93 (S. Markov
Ed.), Sozopol, Bulgaria, 14-17 Sept. 1993, pp.109-112
- P. Angelov,
An Analytical Solution of Fuzzy Mathematical Programming Problem, 2nd
Balkan Conference on Operations Research, Thessaloniki, Greece, Oct.
18-21, 1993, pp. 605-610
- L. Kuncheva, P.
Angelov, A Combined Iterative-Analytical Training of a Counter-propagation
Fuzzy Neural Network, 2nd Balkan Conf. on Operations Research,
Thessaloniki, Greece, 18-21 Oct. 1993, pp. 780-783
- P. Angelov,
M. Petrova and S. Tzonkov, A Fuzzy Approach to Optimization of Biotechnological
Process Condition, 2nd Balkan Conference on Operations Research,
Thessaloniki, Greece, 18-21 Oct., 1993, pp.896-903
- P. Angelov,
Fuzzy Optimal Control
of Ethanol Synthesis, Proc. of 2nd International Conference of BUFSA,
Trabzon, Turkey, 31 August-1 September 1992, pp.119-122
- P. Angelov,
A Package of Applied Programs for Optimal Control of Biotechnological Processes,
Proc. International Conference on Modelling and Optimization of Biotechnological
and Ecological Systems, Varna, Bulgaria, Sept. 21-25, 1990, pp.125-131,
in Russian
Contribution
to Scholarpedia:
Plamen Angelov
(2008) Evolving
fuzzy systems. Scholarpedia, 3(2):
6274
Papers at International
Conferences published as abstracts only
- A. Azman, D. Hutchison,
P. Angelov, P Smith, Towards an Autonomous Resilience Strategy,
The Implementation of a Self Evolving Rate Limiter, In Proc. UKCI 2013
(Y. Jin and S. A. Thomas Eds), 9-11 September, 2013, Guildford, UK,
p.35, ISBN 978-1-4799-1568-2.
- A Azman, D. Hutchison,
P. Angelov, P. Smith, Adaptive Resilience for Computer Networks,
4th International Workshop on Reliable Networks Design and Modeling, RNDM'12,
6-8 September, St Petersburg, Russia, 4 October 2012
- A. Azman, P.
Angelov, D. Hutchison, Towards Adaptive, Self-learning Resilience
Strategies, 6th International Workshop on Self-Organizing Systems, IWSOS-2012,
Delft, The Netherlands, 15-16 March 2012.
- P. Angelov,
ALMA for Evolving Systems, 12th NCEI, Auckland, New Zealand, 8 June 2012.
- P. Angelov,
C. Xydeas, C. D. Bocaniala, D. Ansell, C. Patchett and M. Everett, UAV collision
avoidance - state of the art and possible solutions,
VTOL UAV, Helitech, 3-5 Oct. 2007, Duxford, UK.
- P. Angelov,
Nature
Inspired Techniques for Real-Time Knowledge Extraction form the Data,
NiSiS Conference, 8-9 June 2006, pp.1-3
- P. Angelov,
F. von Eggeling, R. Guthke, Classification of Carcinoma Kidney Tissue Status
based on the Data of Protein Expression using LS – SVM, International
Workshop on Intelligent Technologies for Gene Expression-based Individualized
Medicine, Jena, Germany, 9 May 2003, pp. 18-19, full paper on CD-ROM
- P. Angelov,
O. Bernard, G. Bastin, C. Stentelaire and M. Asther, Hybrid Modelling of
Biotechnological Processes using Neural Networks, 2nd European Symposium
on BioEngineering Systems ESBES-2, Porto, Portugal, 17-20 Sept 1998,
p.219
- P. Angelov,
Fuzzy Mathematical Programming Problem Solving, European Congress on
Operations Research, EURO-XIII, Glasgow, Scotland, 4-6 July 1994, p.374,
invited paper
- P. Angelov,
N. Zamdzhiev and S. Tzonkov, Optimal Control of Biotechnological processes,
10th Control Conference, Wroclaw, Poland, 1993, p.171-172
Other
publications
P. Angelov,
N. Kasabov,
Evolving Intelligent Systems, eIS, IEEE SMC eNewsLetter, June 2006,
pp.1-13
Nature
Protocols entry:
J. Trevisan,
P. P. Angelov, P. L. Carmichael, A. D. Scott and F. L. Martin,
A computational protocol and software implementation (as a MATLAB application)
for biomarker identification in infrared spectroscopy datasets, Nature
Protocols, 2010,doi: 10.1038/nprot.2010.97 [Online 6 May 2010]
Technical reports
- P. Angelov,
P Sadeghi-Tehran, A. Khan, A. Wilding, AURORA: The Impact of Changing
Scenarios on the Systematic Methodology Employed, Lancaster University,
23pp., 30 October 2013
- G
Morris, P. Angelov, Autonomous Object Detection and Tracking
in Real Time: Requirements Analysis, 25pp., September 2013
- P Sadeghi-Tehran,
P. Angelov, G Markarian, State of the Art of Data and
Information Processing Methods and Algorithms for VideoAnalytics, Novelty
Detection and Object Identification, 15pp., 14 February 2013
- P. Angelov,
D. Kolev, G. Markarian, SVETLANA: Self-learning Algorithms for Automated
Flight Data Analyis, Final Report, 40pp., Lancaster University, April
2012
- P. Angelov,
D. Kolev, A. Ali, G. Markarian, SVETLANA Interim Report, 30pp., Lancaster
University, December 2011
- P. Angelov,
R. D. Baruah, J. Iglesias, STAKE:Real-time Spatio-Temporal Analysis and
Knowledge Extraction through evolving clustering, Final Report (Ref: DSTLX10000544446),
Lancaster University, 68pp., 30 June 2011
- P. Angelov,
J. Andreu, P. Sadeghi-Tehran, X. Zhou, Assisted Carriage: Intelligent
Leader-Follower Algorithms for Ground Platforms, Lancaster University,
24pp., 18 Nov. 2009
- P. Angelov
Passive Optimal 'Sense and Avoid' Re-routeing (POSAR): An Integrated Approach
to Autonomous Collision Detection, Avoidance, and Re-routeing of Uninhabited
Aerial Systems, Lancaster University, 27pp., 16 May 2008
- J. J. Macias-Hernandez,
P. Angelov, A. Macias-Ojieda, Innovative use of rigorous
dynamic chemical simulation UNISIM software for design of evolving soft
sensors with On-line process connectivity (OPC), a report to the Honeywell
User Group Competition, Hamburg, Germany, October 2008
- P.P. Angelov,
C. D. Bocaniala and C. Xydeas, UAV Collision Avoidance Algorithm Development
- Final Report, issue 3, 27 March 2007, Lancaster University, 69pp.
- S. McDonald, C. Xydeas,
P. Angelov, Better Clinical Decisions for Less Effort:
Building Prediction Software Models to Improve Anticoagulation Care and
Prevent Thrombosis and Strokes: Evolving non-linear models and other methods,
December 2006, Lancaster University, 62pp.
- G. Leng,
P. Angelov, C. Xydeas, ASTRAEA T4 progress report, October 2006,
Lancaster University, 12pp.
- S. McDonald, C.
Xydeas and P. Angelov, Better Clinical Decisions for
Less Effort: Building Prediction Software Models to Improve Anticoagulation
Care and Prevent Thrombosis and Strokes: Data Pre-processing and Conventional
Decision Support Techniques, July 2006, Lancaster University, 75pp.
- S. McDonald, C.
Xydeas and P. Angelov, Better Clinical Decisions for
Less Effort: Building Prediction Software Models to Improve Anticoagulation
Care and Prevent Thrombosis and Strokes: Literature Review, February 2006,
Lancaster University, 60pp.
- M. Everett, P.
Angelov, EvoMap: On-Chip Implementation of Intelligent Information
Modelling using EVOlving MAPping, 2005, Lancaster University, 15pp.
- J. A. Wright, P.
P. Angelov, Y. Zhang and V. I. Hanby, Building System Design
Synthesis and Optimization, Final Report on ASHARE-1049 RP, January 2004,Final
Report ASHRAE, 1791 30 Tullie Circle, N.E. Atlanta, GA 30329, USA
- P.P. Angelov,
V. I. Hanby and J. A. Wright, Automatic
Generation of Secondary HVAC Systems Configuration, Report on ASHARE-1049
RP, June 2000, Loughborough University, Loughborough, Leicestershire,
UK, 45pp.
Book reviews
-
P. Angelov,
Review of "Construction Scheduling, Cost Optimization and Management:
A New Model Based on NeuroComputing and Object technologies", by Hojjat
Adeli and Asim Karim, Taylor and Francis Books Ltd (2001):In Engineering,
Construction and Architectural Management Journal, vol.8, No3, 2001,
pp.233-234