Plamen P. Angelov

According to our database1, Plamen P. Angelov authored at least 160 papers between 1994 and 2018.

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Awards

IEEE Fellow

IEEE Fellow 2016, "For contributions to neuro-fuzzy and autonomous learning systems".

Timeline

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Bibliography

2018
Stability of Evolving Fuzzy Systems Based on Data Clouds.
IEEE Trans. Fuzzy Systems, 2018

Correntropy-Based Evolving Fuzzy Neural System.
IEEE Trans. Fuzzy Systems, 2018

Autonomous Learning Multimodel Systems From Data Streams.
IEEE Trans. Fuzzy Systems, 2018

A Generalized Methodology for Data Analysis.
IEEE Trans. Cybernetics, 2018

The 16th Annual UK Workshop on Computational Intelligence.
Soft Comput., 2018

Anomalous behaviour detection based on heterogeneous data and data fusion.
Soft Comput., 2018

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes.
IEEE Geosci. Remote Sensing Lett., 2018

A novel algorithm for the modeling of complex processes.
Kybernetika, 2018

Parsimonious random vector functional link network for data streams.
Inf. Sci., 2018

A method for autonomous data partitioning.
Inf. Sci., 2018

Self-Organised direction aware data partitioning algorithm.
Inf. Sci., 2018

Self-organising fuzzy logic classifier.
Inf. Sci., 2018

Deep rule-based classifier with human-level performance and characteristics.
Inf. Sci., 2018

Empirical Fuzzy Sets.
Int. J. Intell. Syst., 2018

Toward Anthropomorphic Machine Learning.
IEEE Computer, 2018

Semi-supervised deep rule-based approach for image classification.
Appl. Soft Comput., 2018

Empirical Approach to Learning from Data (Streams).
Proceedings of the 20th International Conference on Enterprise Information Systems, 2018

Empirical Approach to Learning from Data (Streams).
Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering, 2018

2017
AURORA: autonomous real-time on-board video analytics.
Neural Computing and Applications, 2017

Fully online clustering of evolving data streams into arbitrarily shaped clusters.
Inf. Sci., 2017

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., 2017

Empirical Data Analytics.
Int. J. Intell. Syst., 2017

A new type of distance metric and its use for clustering.
Evolving Systems, 2017

Editorial Soft Computing Applied to Swarm Robotics.
Appl. Soft Comput., 2017

A cascade of deep learning fuzzy rule-based image classifier and SVM.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Human action recognition using transfer learning with deep representations.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A randomized neural network for data streams.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Fast feedforward non-parametric deep learning network with automatic feature extraction.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Autonomous anomaly detection.
Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

Autonomous learning multi-model classifier of 0-Order (ALMMo-0).
Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

Robust Evolving Cloud-based Controller (RECCo).
Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

Gender and Age Classification of Human Faces for Automatic Detection of Anomalous Human Behaviour.
Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

MICE: Multi-Layer Multi-Model Images Classifier Ensemble.
Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

2016
Autonomously evolving classifier TEDAClass.
Inf. Sci., 2016

An evolving approach to unsupervised and Real-Time fault detection in industrial processes.
Expert Syst. Appl., 2016

A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant.
Appl. Soft Comput., 2016

Vision Based Human Activity Recognition: A Review.
Proceedings of the Advances in Computational Intelligence Systems, 2016

Detecting Anomalous Behaviour Using Heterogeneous Data.
Proceedings of the Advances in Computational Intelligence Systems, 2016

Local modes-based free-shape data partitioning.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Autonomous data-driven clustering for live data stream.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Empirical data analysis: A new tool for data analytics.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Parallel Computing TEDA for High Frequency Streaming Data Clustering.
Proceedings of the Advances in Big Data, 2016

A general purpose intelligent surveillance system for mobile devices using Deep Learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Autonomous Data Density based clustering method.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Unsupervised classification of data streams based on Typicality and Eccentricity Data Analytics.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Challenges in Deep Learning.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Online evolving fuzzy rule-based prediction model for high frequency trading financial data stream.
Proceedings of the 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2016

A new evolving clustering algorithm for online data streams.
Proceedings of the 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2016

2015
A Robust Evolving Cloud-Based Controller.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

Fully unsupervised fault detection and identification based on recursive density estimation and self-evolving cloud-based classifier.
Neurocomputing, 2015

Synergy of computers, cognition, communication and control with industrial applications.
Computers in Industry, 2015

An overview on fault diagnosis and nature-inspired optimal control of industrial process applications.
Computers in Industry, 2015

Edge Flow.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Recursive SVM Based on TEDA.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

RDE with Forgetting: An Approximate Solution for Large Values of k with an Application to Fault Detection Problems.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Evolving Classifier TEDAClass for Big Data.
Proceedings of the INNS Conference on Big Data 2015, 2015

A Nested Hierarchy of Dynamically Evolving Clouds for Big Data Structuring and Searching.
Proceedings of the INNS Conference on Big Data 2015, 2015

Evolving clustering, classification and regression with TEDA.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Online fault detection based on Typicality and Eccentricity Data Analytics.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Typicality distribution function - A new density-based data analytics tool.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A comparative study of autonomous learning outlier detection methods applied to fault detection.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Robust Evolving Cloud-based Controller in normalized data space for heat-exchanger plant.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Preface.
Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

Analysis of adaptation law of the robust evolving cloud-based controller.
Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

A new online clustering approach for data in arbitrary shaped clusters.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014
PANFIS: A Novel Incremental Learning Machine.
IEEE Trans. Neural Netw. Learning Syst., 2014

DEC: Dynamically Evolving Clustering and Its Application to Structure Identification of Evolving Fuzzy Models.
IEEE Trans. Cybernetics, 2014

Data density based clustering.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Real-time novelty detection in video using background subtraction techniques: State of the art a practical review.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

ATDT: Autonomous Template-Based Detection and Tracking of Objects from Airborne Camera.
Proceedings of the Intelligent Systems'2014, 2014

A new unsupervised approach to fault detection and identification.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Dynamically evolving fuzzy classifier for real-time classification of data streams.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

A real-time approach for autonomous detection and tracking of moving objects from UAV.
Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

A fully autonomous Data Density based Clustering technique.
Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

RTSDE: Recursive total-sum-distances-based density estimation approach and its application for autonomous real-time video analytics.
Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

Anomaly detection based on eccentricity analysis.
Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

Robust evolving cloud-based PID control adjusted by gradient learning method.
Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

Dynamically evolving clustering for data streams.
Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

Symbol recognition with a new autonomously evolving classifier autoclass.
Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

2013
An evolving machine learning method for human activity recognition systems.
J. Ambient Intelligence and Humanized Computing, 2013

Towards generic human activity recognition for ubiquitous applications.
J. Ambient Intelligence and Humanized Computing, 2013

Density-based averaging - A new operator for data fusion.
Inf. Sci., 2013

Analysis of evolving social network: methods and results from cell phone dataset case study.
IJSNM, 2013

IRootLab: a free and open-source MATLAB toolbox for vibrational biospectroscopy data analysis.
Bioinformatics, 2013

Towards an autonomous resilience strategy the implementation of a self evolving rate limiter.
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Incremental anomaly identification by adapted SVM method.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

OSA: One-Class Recursive SVM Algorithm with Negative Samples for Fault Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

Vehicle Plate Recognition Using Improved Neocognitron Neural Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

Online learning and prediction of data streams using dynamically evolving fuzzy approach.
Proceedings of the FUZZ-IEEE 2013, 2013

ARFA: Automated real-time flight data analysis using evolving clustering, classifiers and recursive density estimation.
Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013

Robust evolving cloud-based controller for a hydraulic plant.
Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013

A practical implementation of self-evolving cloud-based control of a pilot plant.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

2012
Creating Evolving User Behavior Profiles Automatically.
IEEE Trans. Knowl. Data Eng., 2012

A new type of simplified fuzzy rule-based system.
Int. J. General Systems, 2012

ARTOT: Autonomous real-time object detection and tracking by a moving camera.
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

Adaptive resilience for computer networks: Using online fuzzy learning.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

Self-evolving parameter-free Rule-based Controller.
Proceedings of the FUZZ-IEEE 2012, 2012

Evolving local means method for clustering of streaming data.
Proceedings of the FUZZ-IEEE 2012, 2012

Autonomous visual self-localization in completely unknown environment.
Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012

A real-time approach for novelty detection and trajectories analysis for anomaly recognition in video surveillance systems.
Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012

Evolving social network analysis: A case study on mobile phone data.
Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012

Automatic mobile photographer and picture diary.
Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012

2011
Evolving fuzzy systems for data streams: a survey.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2011

Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Uniformly Stable Backpropagation Algorithm to Train a Feedforward Neural Network.
IEEE Trans. Neural Networks, 2011

An approach to automatic real-time novelty detection, object identification, and tracking in video streams based on recursive density estimation and evolving Takagi-Sugeno fuzzy systems.
Int. J. Intell. Syst., 2011

Handling drifts and shifts in on-line data streams with evolving fuzzy systems.
Appl. Soft Comput., 2011

Simpl_eClass: Simplified potential-free evolving fuzzy rule-based classifiers.
Proceedings of the IEEE International Conference on Systems, 2011

Autonomous Learning Machines - Generating Rules from Data Streams.
Proceedings of the NCTA 2011, 2011

Real time recognition of human activities from wearable sensors by evolving classifiers.
Proceedings of the FUZZ-IEEE 2011, 2011

Automatic scene recognition for low-resource devices using evolving classifiers.
Proceedings of the FUZZ-IEEE 2011, 2011

Online self-evolving fuzzy controller for autonomous mobile robots.
Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

Evolving human activity classifier from sensor streams.
Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

Simplified fuzzy rule-based systems using non-parametric antecedents and relative data density.
Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

2010
Adaptive Inferential Sensors Based on Evolving Fuzzy Models.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Evolving takagi sugeno modelling with memory for slow processes.
KES Journal, 2010

Human Activity Recognition Based on Evolving Fuzzy Systems.
Int. J. Neural Syst., 2010

Evolving classification of agents' behaviors: a general approach.
Evolving Systems, 2010

Editorial.
Evolving Systems, 2010

A simple fuzzy rule-based system through vector membership and kernel-based granulation.
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

A Fast Recursive Approach to Autonomous Detection, Identification and Tracking of Multiple Objects in Video Streams under Uncertainties.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010

User modeling: Through statistical analysis and an evolving classifier.
Proceedings of the FUZZ-IEEE 2010, 2010

Forecasting time-series for NN GC1 using Evolving Takagi-Sugeno (eTS) Fuzzy Systems with on-line inputs selection.
Proceedings of the FUZZ-IEEE 2010, 2010

Real-time human activity recognition from wireless sensors using evolving fuzzy systems.
Proceedings of the FUZZ-IEEE 2010, 2010

Human Activity Recognition in Intelligent Home Environments: An Evolving Approach.
Proceedings of the ECAI 2010, 2010

2009
Evolving Fuzzy Systems.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Detecting and Reacting on Drifts and Shifts in On-Line Data Streams with Evolving Fuzzy Systems.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Evolving Fuzzy-Rule-Based Classifiers From Data Streams.
IEEE Trans. Fuzzy Systems, 2008

Guest Editorial Evolving Fuzzy Systems - Preface to the Special Section.
IEEE Trans. Fuzzy Systems, 2008

Evolving fuzzy systems.
Scholarpedia, 2008

Data-driven evolving fuzzy systems using eTS and FLEXFIS: comparative analysis.
Int. J. General Systems, 2008

Evolving fuzzy classifiers using different model architectures.
Fuzzy Sets and Systems, 2008

A Passive Approach to Autonomous Collision Detection and Avoidance.
Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008

Autonomous novelty detection and object tracking in video streams using evolving clustering and Takagi-Sugeno type neuro-fuzzy system.
Proceedings of the International Joint Conference on Neural Networks, 2008

Evolving fuzzy inferential sensors for process industry.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008

On line learning fuzzy rule-based system structure from data streams.
Proceedings of the FUZZ-IEEE 2008, 2008

Decision Support Systems: Improving Levels of Care and Lowering Costs in Anticoagulation Therapy.
Proceedings of the Electronic Healthcare, First International Conference, 2008

A Retrospective Comparative Study of Three Data Modelling Techniques in Anticoagulation Therapy.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007
Evolving Fuzzy Classifier for Novelty Detection and Landmark Recognition by Mobile Robots.
Proceedings of the Mobile Robots: The Evolutionary Approach, 2007

Soft sensor for predicting crude oil distillation side streams using evolving takagi-sugeno fuzzy models.
Proceedings of the IEEE International Conference on Systems, 2007

Architectures for evolving fuzzy rule-based classifiers.
Proceedings of the IEEE International Conference on Systems, 2007

Evolving Single- and Multi-Model Fuzzy Classifiers with FLEXFIS-Class.
Proceedings of the FUZZ-IEEE 2007, 2007

Autonomous Visual Self-localization in Completely Unknown Environment using Evolving Fuzzy Rule-based Classifier.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, 2007

2006
Fuzzy systems design: direct and indirect approaches.
Soft Comput., 2006

Advances in classification of EEG signals via evolving fuzzy classifiers and dependant multiple HMMs.
Comp. in Bio. and Med., 2006

Evolving Extended Naive Bayes Classifiers.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
Simpl_eTS: a simplified method for learning evolving Takagi-Sugeno fuzzy models.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
A fuzzy controller with evolving structure.
Inf. Sci., 2004

Flexible models with evolving structure.
Int. J. Intell. Syst., 2004

An approach for fuzzy rule-base adaptation using on-line clustering.
Int. J. Approx. Reasoning, 2004

On-line identification of MIMO evolving Takagi- Sugeno fuzzy models.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Automatic generation of fuzzy rule-based models from data by genetic algorithms.
Inf. Sci., 2003

An evolutionary approach to fuzzy rule-based model synthesis using indices for rules.
Fuzzy Sets and Systems, 2003

Design and performance of a rule-based controller in a naturally ventilated room.
Computers in Industry, 2003

On-line Design of Takagi-Sugeno Models.
Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Automatic Design Synthesis and Optimization of Component-Based Systems by Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2003

2002
Identification of evolving fuzzy rule-based models.
IEEE Trans. Fuzzy Systems, 2002

2001
Transparency and simplification of rule-based models for on-line adaptation.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

1997
Optimization in an intuitionistic fuzzy environment.
Fuzzy Sets and Systems, 1997

1994
A generalized approach to fuzzy optimization.
Int. J. Intell. Syst., 1994


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