Plamen Parvanov Angelov
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(Suggest an Edit or Addition)Plamen Parvanov Angelov's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- An approach to online identification of Takagi-Sugeno fuzzy models (2004) (960)
- Evolving Fuzzy-Rule-Based Classifiers From Data Streams (2008) (375)
- Evolving Intelligent Systems: Methodology and Applications (2010) (330)
- SARS-CoV-2 CT-scan dataset:A large dataset of real patients CT scans for SARS-CoV-2 identification (2020) (279)
- Optimization in an intuitionistic fuzzy environment (1997) (256)
- PANFIS: A Novel Incremental Learning Machine (2014) (244)
- Evolving Rule-Based Models: A Tool For Design Of Flexible Adaptive Systems (2002) (244)
- Evolving Fuzzy Systems from Data Streams in Real-Time (2006) (243)
- Simpl_eTS: a simplified method for learning evolving Takagi-Sugeno fuzzy models (2005) (235)
- Extracting biological information with computational analysis of Fourier-transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives. (2012) (213)
- Evolving fuzzy classifiers using different model architectures (2008) (208)
- Handling drifts and shifts in on-line data streams with evolving fuzzy systems (2011) (190)
- Autonomous Learning Systems: From Data Streams to Knowledge in Real-time (2013) (188)
- A new type of simplified fuzzy rule-based system (2012) (161)
- An approach for fuzzy rule-base adaptation using on-line clustering (2004) (158)
- An overview on fault diagnosis and nature-inspired optimal control of industrial process applications (2015) (147)
- Evolving Takagi‐Sugeno Fuzzy Systems from Streaming Data (eTS+) (2010) (139)
- Creating Evolving User Behavior Profiles Automatically (2012) (137)
- Identification of evolving fuzzy rule-based models (2002) (134)
- IRootLab: a free and open-source MATLAB toolbox for vibrational biospectroscopy data analysis (2013) (132)
- Towards Explainable Deep Neural Networks (xDNN) (2019) (132)
- Fully online clustering of evolving data streams into arbitrarily shaped clusters (2017) (122)
- A Comprehensive Review on Handcrafted and Learning-Based Action Representation Approaches for Human Activity Recognition (2017) (118)
- Fully unsupervised fault detection and identification based on recursive density estimation and self-evolving cloud-based classifier (2015) (113)
- Explainable artificial intelligence: an analytical review (2021) (112)
- Automatic generation of fuzzy rule-based models from data by genetic algorithms (2003) (111)
- Sense and Avoid in UAS : Research and Applications (2012) (110)
- A fuzzy controller with evolving structure (2004) (98)
- Evolving Fuzzy Modeling Using Participatory Learning (2010) (96)
- Human action recognition using transfer learning with deep representations (2017) (88)
- Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams (2011) (88)
- Outside the box: an alternative data analytics framework (2014) (86)
- Uniformly Stable Backpropagation Algorithm to Train a Feedforward Neural Network (2011) (82)
- Anomaly detection based on eccentricity analysis (2014) (81)
- DEC: Dynamically Evolving Clustering and Its Application to Structure Identification of Evolving Fuzzy Models (2014) (80)
- Simplified fuzzy rule-based systems using non-parametric antecedents and relative data density (2011) (79)
- 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 (2011) (78)
- Evolving local means method for clustering of streaming data (2012) (77)
- Evolving Takagi-Sugeno fuzzy systems from data streams (eTS+). (2010) (77)
- Evolving classification of agents’ behaviors: a general approach (2010) (75)
- Empirical Data Analytics (2017) (75)
- Evolving computational intelligence systems (2005) (75)
- Fuzzy optimal control (1992) (72)
- An evolving approach to unsupervised and Real-Time fault detection in industrial processes (2016) (72)
- Vision Based Human Activity Recognition: A Review (2016) (71)
- Evolving rule-based models: A tool for intelligent adaptation (2001) (69)
- Hybrid modelling of biotechnological processes using neural networks (1999) (68)
- Density-based averaging - A new operator for data fusion (2013) (66)
- On line learning fuzzy rule-based system structure from data streams (2008) (64)
- A Generalized Methodology for Data Analysis (2018) (64)
- Evolving Fuzzy Rule-based Classifiers (2007) (63)
- Human Activity Recognition Based on Evolving Fuzzy Systems (2010) (61)
- Evolving Rule-Based Models (2002) (60)
- Self-organising fuzzy logic classifier (2018) (57)
- A generalized approach to fuzzy optimization (1994) (56)
- Adaptive Inferential Sensors Based on Evolving Fuzzy Models (2010) (55)
- Flexible models with evolving structure (2002) (55)
- Deep rule-based classifier with human-level performance and characteristics (2018) (54)
- Autonomous visual self-localization in completely unknown environment (2007) (54)
- An approach to model-based fault detection in industrial measurement systems with application to engine test benches (2006) (53)
- Empirical Approach to Machine Learning (2018) (53)
- On-Line Evolution of Takagi-Sugeno Fuzzy Models (2004) (53)
- Challenges in Deep Learning (2016) (52)
- Syrian hamster embryo (SHE) assay (pH 6.7) coupled with infrared spectroscopy and chemometrics towards toxicological assessment. (2010) (51)
- Evolving fuzzy systems (2008) (51)
- A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes (2018) (51)
- Autonomous Learning Multimodel Systems From Data Streams (2018) (51)
- Real-Time Fault Detection Using Recursive Density Estimation (2014) (48)
- Autonomously evolving classifier TEDAClass (2016) (48)
- Robust evolving cloud-based controller for a hydraulic plant (2013) (48)
- On-line identification of MIMO evolving Takagi- Sugeno fuzzy models (2004) (47)
- Autonomous novelty detection and object tracking in video streams using evolving clustering and Takagi-Sugeno type neuro-fuzzy system (2008) (46)
- Evolving Single- And Multi-Model Fuzzy Classifiers with FLEXFIS-Class (2007) (46)
- EXPLAINABLE-BY-DESIGN APPROACH FOR COVID-19 CLASSIFICATION VIA CT-SCAN (2020) (45)
- Semi-supervised deep rule-based approach for image classification (2018) (45)
- An Extended Version of the GustafsonKessel Algorithm for Evolving Data Stream Clustering (2010) (44)
- Data density based clustering (2014) (43)
- Correntropy-Based Evolving Fuzzy Neural System (2018) (42)
- Evolving Intelligent Systems, eIS (2006) (42)
- A genetic-algorithm-based approach to optimization of bioprocesses described by fuzzy rules (1997) (41)
- A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant (2016) (41)
- Empirical data analysis: A new tool for data analytics (2016) (39)
- A fast approach to novelty detection in video streams using recursive density estimation (2008) (39)
- Evolutionary Synthesis of HVAC System Configurations: Algorithm Development (RP-1049) (2008) (37)
- Parsimonious random vector functional link network for data streams (2017) (37)
- A practical implementation of self-evolving cloud-based control of a pilot plant (2013) (37)
- A method for autonomous data partitioning (2018) (36)
- A Passive Approach to Autonomous Collision Detection and Avoidance (2008) (35)
- Robust classification of low-grade cervical cytology following analysis with ATR-FTIR spectroscopy and subsequent application of self-learning classifier eClass (2010) (34)
- Self-evolving parameter-free Rule-based Controller (2012) (32)
- Measuring similarity and improving stability in biomarker identification methods applied to Fourier‐transform infrared (FTIR) spectroscopy (2014) (32)
- Simpl_eClass: Simplified potential-free evolving fuzzy rule-based classifiers (2011) (32)
- An evolving approach to data streams clustering based on typicality and eccentricity data analytics (2020) (31)
- On-line Design of Takagi-Sugeno Models (2003) (31)
- An evolving machine learning method for human activity recognition systems (2013) (31)
- A self‐adaptive synthetic over‐sampling technique for imbalanced classification (2019) (30)
- Robust evolving cloud-based PID control adjusted by gradient learning method (2014) (30)
- Guest Editorial Evolving Fuzzy Systems–-Preface to the Special Section (2008) (30)
- Data-driven evolving fuzzy systems using eTS and FLEXFIS: comparative analysis (2008) (29)
- Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World (2021) (28)
- Evolving fuzzy systems for data streams: a survey (2011) (27)
- Self-Organised direction aware data partitioning algorithm (2018) (26)
- Human Action Recognition from Multiple Views Based on View-Invariant Feature Descriptor Using Support Vector Machines (2016) (26)
- Crispification : defuzzification over intuitionistic fuzzy sets. (1995) (26)
- Autonomous learning multi-model classifier of 0-Order (ALMMo-0) (2017) (26)
- A new type of distance metric and its use for clustering (2017) (26)
- MICE: Multi-Layer Multi-Model Images Classifier Ensemble (2017) (25)
- A simple fuzzy rule-based system through vector membership and kernel-based granulation (2010) (25)
- A new evolving clustering algorithm for online data streams (2016) (25)
- Handbook in computational intelligence (2016) (24)
- Design and performance of a rule-based controller in a naturally ventilated room (2003) (24)
- Toward Anthropomorphic Machine Learning (2018) (23)
- Online fault detection based on Typicality and Eccentricity Data Analytics (2015) (23)
- A Method for Predicting Quality of the Crude Oil Distillation (2006) (23)
- An evolutionary approach to fuzzy rule-based model synthesis using indices for rules (2003) (22)
- Automatic Design Synthesis and Optimization of Component-Based Systems by Evolutionary Algorithms (2003) (22)
- Evolving Extended Naive Bayes Classifiers (2006) (22)
- Stability Analysis for an Online Evolving NeuroFuzzy Recurrent Network (2010) (22)
- An Approach to Real-time Color-based Object Tracking (2006) (22)
- Advances in classification of EEG signals via evolving fuzzy classifiers and dependant multiple HMMs (2006) (22)
- Local optimality of self-organising neuro-fuzzy inference systems (2019) (22)
- Evolving Classifier TEDAClass for Big Data (2015) (22)
- Autonomous Learning Systems:From Data to Knowledge in Real Time (2012) (21)
- Autonomous Learning Multiple-Model zero-order classifier for heart sound classification (2020) (21)
- Stability of Evolving Fuzzy Systems Based on Data Clouds (2018) (20)
- Real-time human activity recognition from wireless sensors using evolving fuzzy systems (2010) (20)
- Algorithms for Real-Time Clustering and Generation of Rules from Data (2007) (20)
- Soft sensor for predicting crude oil distillation side streams using evolving takagi-sugeno fuzzy models (2007) (20)
- Supplementary Crossover Operator for Genetic Algorithms based on the Center-of-Gravity Paradigm (2001) (20)
- Anomalous behaviour detection based on heterogeneous data and data fusion (2018) (19)
- Architectures for evolving fuzzy rule-based classifiers (2007) (19)
- Evolving clustering, classification and regression with TEDA (2015) (18)
- Fuzzy systems design: direct and indirect approaches (2006) (18)
- Unsupervised classification of data streams based on Typicality and Eccentricity Data Analytics (2016) (18)
- Deep Learning-Based Automated Forest Health Diagnosis From Aerial Images (2020) (18)
- Explaining Deep Learning Models Through Rule-Based Approximation and Visualization (2020) (18)
- AURORA: autonomous real-time on-board video analytics (2017) (18)
- Real time recognition of human activities from wearable sensors by evolving classifiers (2011) (17)
- A new online clustering approach for data in arbitrary shaped clusters (2015) (17)
- Scalable Database Indexing and Fast Image Retrieval Based on Deep Learning and Hierarchically Nested Structure Applied to Remote Sensing and Plant Biology (2019) (17)
- Empirical Fuzzy Sets (2018) (16)
- Typicality distribution function — A new density-based data analytics tool (2015) (16)
- Gender and Age Classification of Human Faces for Automatic Detection of Anomalous Human Behaviour (2017) (16)
- Analysis of adaptation law of the robust evolving cloud-based controller (2015) (15)
- Self-boosting first-order autonomous learning neuro-fuzzy systems (2019) (15)
- Identification of Evolving Rule-based Models. (2002) (15)
- Soft sensor for predicting crude oil distillation side streams using Takagi Sugeno evolving fuzzy models (2007) (15)
- ARFA: Automated real-time flight data analysis using evolving clustering, classifiers and recursive density estimation (2013) (15)
- Modelling evolving user behaviours (2009) (15)
- Imprecision and Uncertainty in Information Representation and Processing - New Tools Based on Intuitionistic Fuzzy Sets and Generalized Nets (2015) (15)
- Self-organizing fuzzy inference ensemble system for big streaming data classification (2021) (15)
- Proceedings of the 2013 International Joint Conference on Neural Networks (2013) (15)
- Comparison of approaches for identification of all-data cloud-based evolving systems (2015) (15)
- Online self-evolving fuzzy controller for autonomous mobile robots (2011) (15)
- Fair-by-design explainable models for prediction of recidivism (2019) (15)
- A cascade of deep learning fuzzy rule-based image classifier and SVM (2017) (14)
- Evolving Fuzzy Rule-Based Models (2000) (14)
- Evolving takagi sugeno modelling with memory for slow processes (2010) (14)
- Foreign currency exchange rate prediction using neuro-fuzzy systems (2018) (14)
- Online evolving fuzzy rule-based prediction model for high frequency trading financial data stream (2016) (14)
- Evolving Fuzzy Classifier for Novelty Detection and Landmark Recognition by Mobile Robots (2007) (13)
- Evolving fuzzy inferential sensors for process industry (2008) (13)
- A new unsupervised approach to fault detection and identification (2014) (13)
- Symbol recognition with a new autonomously evolving classifier autoclass (2014) (13)
- Evolving social network analysis: A case study on mobile phone data (2012) (13)
- A real-time approach for autonomous detection and tracking of moving objects from UAV (2014) (13)
- Dynamically evolving clustering for data streams (2014) (12)
- Robust Evolving Cloud-based Controller in normalized data space for heat-exchanger plant (2015) (12)
- Nature-Inspired Methods for Knowledge Generation from Data in Real-Time (2006) (12)
- Evolving rules-based control (2001) (12)
- Autonomous Learning Systems (2013) (12)
- A Robust Evolving Cloud-Based Controller (2015) (12)
- Autonomous Data Density based clustering method (2016) (12)
- A real-time approach to autonomous novelty detection and object tracking in video stream (2011) (12)
- Intelligent interrogation of mid-IR spectroscopy data from exfoliative cervical cytology using self-learning classifier eClass (2008) (11)
- Real-Time Recognition of Calling Pattern and Behaviour of Mobile Phone Users through Anomaly Detection and Dynamically-Evolving Clustering (2017) (11)
- A fully autonomous Data Density based Clustering technique (2014) (11)
- Evolving Intelligent Systems (2020) (11)
- A general purpose intelligent surveillance system for mobile devices using Deep Learning (2016) (11)
- Intelligent adaptive systems (2002) (10)
- Autonomous anomaly detection (2017) (10)
- Clustering as a tool for self-generation of intelligent systems : a survey. (2010) (10)
- Look‐a‐Like: A Fast Content‐Based Image Retrieval Approach Using a Hierarchically Nested Dynamically Evolving Image Clouds and Recursive Local Data Density (2017) (10)
- Concept Drift Detection Using Autoencoders in Data Streams Processing (2020) (10)
- A real-time approach for novelty detection and trajectories analysis for anomaly recognition in video surveillance systems (2012) (10)
- Detecting and Reacting on Drifts and Shifts in On-Line Data Streams with Evolving Fuzzy Systems (2009) (10)
- Two approaches to data-driven design of evolving fuzzy systems: eTS and FLEXFIS (2005) (10)
- A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification (2021) (10)
- Autonomous data-driven clustering for live data stream (2016) (10)
- A novel algorithm for the modeling of complex processes (2018) (10)
- Particle Swarm Optimized Autonomous Learning Fuzzy System (2020) (10)
- Explainable Density-Based Approach for Self-Driving Actions Classification (2019) (10)
- Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference (2020) (9)
- A methodology for modeling HVAC components using evolving fuzzy rules (2000) (9)
- Fundamentals of Probability Theory (2012) (9)
- Dynamically evolving fuzzy classifier for real-time classification of data streams (2014) (9)
- An analytical method for solving a type of fuzzy optimization problems, control and cybernetics. (1995) (9)
- A Fast Recursive Approach to Autonomous Detection, Identification and Tracking of Multiple Objects in Video Streams under Uncertainties (2010) (9)
- Toward Robust Evolving Fuzzy Systems (2010) (9)
- ARTOT: Autonomous real-time object detection and tracking by a moving camera (2012) (9)
- Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change (2017) (9)
- An Approach to Autonomous Self-localization of a Mobile Robot in Completely Unknown Environment using Evolving Fuzzy Rule-based Classifier (2007) (9)
- Machine learning (collaborative systems) (2006) (8)
- Applications of evolving intelligent systems to oil and gas industry. (2010) (8)
- Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios (2019) (8)
- Evolving Rule-based Control (2001) (8)
- Towards generic human activity recognition for ubiquitous applications (2013) (8)
- A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis (2020) (8)
- Parallel Computing TEDA for High Frequency Streaming Data Clustering (2016) (8)
- A Retrospective Comparative Study of Three Data Modelling Techniques in Anticoagulation Therapy (2008) (8)
- Advances in Computational Intelligence Systems - Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK (2016) (8)
- Evolving Inferential Sensors in the Chemical Process Industry (2010) (8)
- A randomized neural network for data streams (2017) (8)
- Real-time novelty detection in video using background subtraction techniques: State of the art a practical review (2014) (7)
- A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene Classification (2019) (7)
- HVAC SYSTEMS SIMULATION: A SELF-STRUCTURING FUZZY RULE- BASED APPROACH (2000) (7)
- Handbook on Computational Intelligence: In 2 Volumes (2016) (7)
- Multi-objective optimisation in air-conditioning systems : comfort/discomfort definition by IF sets. (2001) (7)
- An Approach to On-line Design of Fuzzy Controllers with Evolving Structure (2004) (7)
- Application of univariate search methods to the determination of HVAC plant capacity (2000) (6)
- Cybernetics of the Mind: Learning Individual's Perceptions Autonomously (2017) (6)
- Building Interpretable Systems in Real Time (2010) (6)
- A fuzzy approach to building thermal systems optimization. (1999) (6)
- Forecasting time-series for NN GC1 using Evolving Takagi-Sugeno (eTS) Fuzzy Systems with on-line inputs selection (2010) (6)
- A Novel Multiple Feature-Based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine (2022) (6)
- Towards Large Scale Ad-hoc Teamwork (2018) (6)
- Adaptive resilience for computer networks: Using online fuzzy learning (2012) (6)
- Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition (2021) (6)
- Recursive SVM Based on TEDA (2015) (6)
- Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises (2022) (6)
- A distance-type-insensitive clustering approach (2019) (6)
- Autonomous Novelty Detection and Object Tracking in Video Streams (2012) (6)
- A comparative study of autonomous learning outlier detection methods applied to fault detection (2015) (6)
- Interpretable policies for reinforcement learning by empirical fuzzy sets (2020) (6)
- Intuitionistic fuzzy optimisation. (1995) (6)
- Online learning and prediction of data streams using dynamically evolving fuzzy approach (2013) (6)
- ARTOD: Autonomous Real Time Objects Detection by a Moving Camera Using Recursive Density Estimation (2016) (5)
- Transparency and simplification of rule-based models for on-line adaptation (2001) (5)
- Online Feature Extraction for Evolving Intelligent Systems (2010) (5)
- On-line Identification of MIMO Evolving Takagi- (2004) (5)
- Anomaly Detection—Empirical Approach (2018) (5)
- Advances in Big Data - Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece (2017) (5)
- Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning (2021) (5)
- A Nested Hierarchy of Dynamically Evolving Clouds for Big Data Structuring and Searching (2015) (5)
- Approximate reasoning based optimization (1994) (5)
- Advances in Computational Intelligence Systems - Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7-9, 2016, Lancaster, UK (2017) (5)
- Evolving Fuzzy Systems, Proc. of the 2006 International Symposium on Evolving Fuzzy Systems EFS'06. (2006) (5)
- Highly interpretable hierarchical deep rule-based classifier (2020) (5)
- Self-Organising and Self-Learning Model for Soybean Yield Prediction (2019) (4)
- Simpl_eClass:simple potential-free evolving fuzzy rule-based on-line classifiers (2011) (4)
- Optimal control of biotechnological processes (1993) (4)
- A Comparative Study of two Approaches for Data-Driven Design of Evolving Fuzzy Systems: eTS and FLEXFIS (2008) (4)
- OSA: One-Class Recursive SVM Algorithm with Negative Samples for Fault Detection (2013) (4)
- Similarity Analysis and Knowledge Acquisition by Use of Evolving Neural Models and Fuzzy Decision (2010) (4)
- Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds (2021) (4)
- Applying Computational Intelligence to Community Policing and Forensic Investigations (2017) (4)
- Autonomous Learning Multi-model Systems (2018) (4)
- Optimal control of biotechnological processes described by fuzzy sets (1993) (4)
- Detecting Anomalous Behaviour Using Heterogeneous Data (2016) (4)
- Fast feedforward non-parametric deep learning network with automatic feature extraction (2017) (4)
- Evolutionary Architecture for Lifelong Learning and RealTime Operation in Autonomous Robots (2010) (4)
- Human action recognition using deep rule-based classifier (2020) (4)
- Autonomous Machine Learning (ALMA) : generating rules from data streams (2011) (4)
- Agile collaborative autonomous agents for robust underwater classification scenarios (2005) (4)
- ATDT: Autonomous Template-Based Detection and Tracking of Objects from Airborne Camera (2014) (3)
- Incremental anomaly identification in flight data analysis by adapted one-class SVM method (2015) (3)
- Self-Organizing Fuzzy Belief Inference System for Classification (2022) (3)
- Fundamentals of Machine Learning and Pattern Recognition (2012) (3)
- Robust Evolving Cloud-based Controller (RECCo) (2017) (3)
- Self-Evolving Data Cloud-Based PID-Like Controller for Nonlinear Uncertain Systems (2021) (3)
- Towards Evolving Cooperative Mapping for Large-Scale UAV Teams (2018) (3)
- Special issue of Big Data Research Journal on "Big Data and Neural Networks" (2018) (3)
- Evolving Fuzzy Classifier for Real-time Novelty Detection and Landmark Recognition by a Mobile Robot (2007) (3)
- Automated Person Identification Framework Based on Fingernails and Dorsal Knuckle Patterns (2021) (3)
- Novelty Detection and Learning from Extremely Weak Supervision (2019) (3)
- Intelligent leader follower behaviour for unmanned ground-based vehicles (2011) (3)
- A Deep Rule-Based Approach for Satellite Scene Image Analysis (2018) (3)
- A center-of-gravity-based recombination operator for genetic algorithms (2000) (3)
- Automatic scene recognition for low-resource devices using evolving classifiers (2011) (3)
- A computational protocol and software implementation (as a MATLAB application) for biomaker identification in infrared spectroscopy datasets (2010) (3)
- Semantic categorization of web-based documents (2004) (3)
- RDE with Forgetting: An Approximate Solution for Large Values of k with an Application to Fault Detection Problems (2015) (2)
- SARIVA: Smartphone APP for Real-time Intelligent Video Analytics (2014) (2)
- Decentralised Task Allocation in the Fog:Estimators for Effective Ad-hoc Teamwork (2020) (2)
- Intelligent and Smart Adaptive Systems (2002) (2)
- Self-evolving parameter-free Rule-based Controller:SPARC (2012) (2)
- Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification (2022) (2)
- User modeling: Through statistical analysis and an evolving classifier (2010) (2)
- A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion (2019) (2)
- On-line Estimators for Ad-hoc Task Allocation (2020) (2)
- An Explainable approach to Deep Learning from CT-scans for Covid Identification (2021) (2)
- Human Activity Recognition in Intelligent Home Environments: An Evolving Approach (2010) (2)
- Incremental anomaly identification by adapted SVM method (2013) (2)
- Applications of Autonomous Anomaly Detection (2018) (2)
- Analysis of evolving social network: methods and results from cell phone dataset case study (2013) (2)
- A mathematical framework for spectroscopy data analysis to characterize chemical-induced alterations in the SHE assay (2010) (2)
- RTSDE: Recursive total-sum-distances-based density estimation approach and its application for autonomous real-time video analytics (2014) (2)
- Multi-Branch with Attention Network for Hand-Based Person Recognition (2021) (2)
- Vehicle Plate Recognition Using Improved Neocognitron Neural Network (2013) (2)
- Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization (2022) (2)
- A Self-Learning Fuzzy Classifier with Feature Selection for Intelligent interrogation of mid-IR spectroscopy data from exfoliative cervical cytology using selflearning classifier eClass. (2008) (1)
- Evolving Fuzzy Classification of Nonstationary Time Series (2010) (1)
- UAV collision avoidance - state of the art and possible solutions. (2007) (1)
- On-line Evolving Clustering of Web Documents (2006) (1)
- Brief Introduction to Computational Intelligence (2018) (1)
- Autonomous learning for fuzzy systems: a review (2022) (1)
- Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor (2019) (1)
- Empirical Approach—Introduction (2018) (1)
- Age and Gender Recognition using Convolution Neural Network (2020) (1)
- Evolving intelligent sensors in chemical industry. (2010) (1)
- Self-Learning of Fuzzy-Rule-based Models by GA (1998) (1)
- Person identification from fingernails and knuckles images using deep learning features and the Bray-Curtis similarity measure (2022) (1)
- A Predictive Controller for Object Tracking of a Mobile Robot (2008) (1)
- Nature-inspired techniques for real-time knowledge extraction from data (2006) (1)
- Classification of carcinoma kidney tissue status based on the data of protein expression using LS- SVM (2003) (1)
- Local modes-based free-shape data partitioning (2016) (1)
- Evolving fuzzy rule-based systems for modelling of non-linear non-stationary processes (2006) (1)
- Editorial (2010) (1)
- An Improved Explainable Point Cloud Classifier (XPCC) (2023) (1)
- Agile collaborative agents for classification of underwater targets (2005) (1)
- A fully autonomous data density based clustering algorithm (2014) (1)
- Brief Introduction to Statistical Machine Learning (2018) (1)
- Evolving Systems: Review (2017) (1)
- Automatic design generation of component-based systems using GA and fuzzy optimisation (2005) (1)
- Design and tuning of fuzzy systems (2012) (1)
- An analytical approach for FMP problem solving and its application to neural networks learning. (1993) (1)
- Empirical Fuzzy Sets and Systems (2018) (1)
- Using Evolving Fuzzy Models to Predict Crude Oil Distillation Side Streams (2011) (1)
- 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS-2012 (2012) (1)
- Towards an autonomous resilience strategy the implementation of a self evolving rate limiter (2013) (1)
- A novel algorithm for the modelling of complex processes (2018) (1)
- An approach to fuzzy optimal control via parameterized conjunction and defuzzification (1993) (1)
- Intelligent optimal control of biotechnological processes. (1996) (1)
- Optimal control in a fuzzy environment. (1992) (1)
- Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (2013) (1)
- Novelty detection and landmark recognition by real-time evolving clustering (2005) (1)
- AI-enabled Microscopic Blood Analysis for Microfluidic COVID-19 Hematology (2020) (1)
- Automatic mobile photographer and picture diary (2012) (1)
- RADNN: ROBUST TO IMPERCEPTIBLE ADVERSARIAL ATTACKS DEEP NEURAL NETWORK (2021) (1)
- Prediction of the Attention Area in Ambient Intelligence Tasks (2016) (1)
- Deep Learning based Automated Forest Health Diagnosis from Aerial Images (2020) (1)
- Fundamentals of Fuzzy Systems Theory (2012) (1)
- Autonomous Learning Classifiers (2012) (1)
- Program and abstracts of 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) (2015) (1)
- On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork (2022) (1)
- Delve into Neural Activations: Towards Understanding Dying Neurons (2022) (1)
- Learning Methods for Evolving Intelligent Systems (2010) (1)
- Computational intelligence systems:novel methods and applications (2016) (1)
- On-Line Identification of Flexible TSK-Type Models (2002) (0)
- Detecting and learning from unknown by extremely weak supervision: exploratory classifier (xClass) (2021) (0)
- Anomalous behaviour detection based on heterogeneous data and data fusion (2018) (0)
- Transparent Deep Rule-Based Classifiers (2018) (0)
- Evolving System Structure from Streaming Data (2012) (0)
- Stochastic Computing co-processing elements for Evolving Autonomous Data Partitioning (2021) (0)
- Applications of Autonomous Data Partitioning (2018) (0)
- Towards generic human activity recognition for ubiquitous applications (2012) (0)
- Editorial Soft Computing Applied to Swarm Robotics (2017) (0)
- Graph-context Attention Networks for Size-varied Deep Graph Matching (2022) (0)
- AURORA: autonomous real-time on-board video analytics (2016) (0)
- Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks (2022) (0)
- Empirical Approach to Learning from Data (Streams) (2018) (0)
- The 16th Annual UK Workshop on Computational Intelligence (2018) (0)
- Fuzzy optimization of laboratory fermenters (1994) (0)
- Preface (2015) (0)
- Toward Association Rules in Data Streams: New Approaches with Potential Real-Word Applications (2014) (0)
- Autonomous Predictors, Estimators, Filters, Inferential Sensors (2012) (0)
- Adaptive Resilience for Computer Networks (2012) (0)
- Evolving FuzzySystems fromDataStreams inReal-Time (2006) (0)
- Title page (2013) (0)
- A method for fuzzy linear dynamic programing. (1995) (0)
- ALMA for evolving systems (2012) (0)
- A new method for solving linear programming problems with fuzzy parameters. (1994) (0)
- Analytical approach for solving a type of fuzzy optimization problems. (1994) (0)
- Data Partitioning—Empirical Approach (2018) (0)
- An Approach for Training a type of Fuzzy Neural Networks as Fuzzy Optimization (1994) (0)
- Fuzzy Models of Evolvable Granularity (2010) (0)
- Intelligent Risk Assesment (2002) (0)
- Proceedings of the IEEE Conference on Cybernetics 2013 (2013) (0)
- Autonomous Learning Parameters of the Local Submodels (2012) (0)
- Fuzzy Models of Evolvable Granularity (2010) (0)
- Synergy of computers, cognition, communication and control with industrial applications (2015) (0)
- Editorial: Special issue on recent progress in autonomous machine learning (2022) (0)
- The 16th Annual UK Workshop on Computational Intelligence (2018) (0)
- A new type of distance metric and its use for clustering (2017) (0)
- Evolving Clustering of Web Documents (2006) (0)
- A parameterized generalization of fuzzy mathematical programming problem. (1993) (0)
- Appendix A: Mathematical Foundations (2012) (0)
- Supporting mission scientists in the face of atmospheric data torrents (2016) (0)
- On-Line Modelling of Fermentation Processes (2002) (0)
- Lowering costs in anticoagulation therapy. (2008) (0)
- Autonomous Learning Sensors for Chemical and Petrochemical Industries (2012) (0)
- An evolving machine learning method for human activity recognition systems (2011) (0)
- Institutional Repository Evolving rules-based control (2017) (0)
- Institutional Repository Evolving rules-based control (2017) (0)
- Decision Support Systems: Improving Levels of Care and Lowering Costs in Anticoagulation Therapy (2008) (0)
- Applications of Autonomous Learning Multi-model Systems (2018) (0)
- Optimal Design Synthesis of Component-Based Systems Using Intelligent Techniques (2005) (0)
- Keynote: Explainable-by-design Deep Learning (2021) (0)
- Derivation of a computational approach to iteratively discriminate a transformation phenotype in Syrian hamster embryo (SHE) cells (2009) (0)
- Modelling Indoor Climate Control Systems (2002) (0)
- How Best to Design Fuzzy Sets and Systems - In Memory of Prof. Lotfi A. Zadeh (2018) (0)
- Real-Time Fault Detection Using Recursive Density Estimation (2014) (0)
- Towards an adaptive resilience strategy for future computer networks (2011) (0)
- An Interpretable Deep Semantic Segmentation Method for Earth Observation (2022) (0)
- Autonomous Learning Machines - Generating Rules from Data Streams (2011) (0)
- Passenger transport monitoring system (2017) (0)
- Autonomous Learning Controllers (2012) (0)
- Epilogue:Studies in Computational Intelligence (2019) (0)
- About analytical solving fuzzy mathematical programming problem. (1993) (0)
- Modelling Evolving User Behaviour with ALS (2012) (0)
- Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference: Proceedings of the EANN 2020 (2020) (0)
- Advances in Fourier-transform infrared spectroscopy analysis to characterise chemical-induced alterations in the Syrian hamster embryo assay-towards biomarkers stability (2012) (0)
- 2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems, ESDIS 2009 - Proceedings:Welcome Message (2009) (0)
- Appendix B: Pseudocode of the Basic Algorithms (2012) (0)
- PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework (2022) (0)
- Deep Orientated Distance-Transform Network for Geometric-Aware Centerline Detection (2023) (0)
- Designing open, multi-class computational strategies to classify infrared spectroscopy data derived from the Syrian hamster embryo (SHE) assay (2012) (0)
- Applications of Deep Rule-Based Classifiers (2018) (0)
- Automatic Extraction and Labelling of Memorial Objects From 3 D Point Clouds (2021) (0)
- Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2013, IEEE Symposium Series on Computational Intelligence (SSCI), 16-19 April 2013, Singapore (2013) (0)
- GEFS: 2008 3rd international workshop on genetic and evolutionary fuzzy systems (2008) (0)
- DEC:dynamically evolving clustering autonomous and its application to structure (2014) (0)
- Quasi-Linear Approach to FRB Models (Off-Line) Identification (2002) (0)
- Evolving human activity classifier from sensor streams (2011) (0)
- Recognition of Human Grasp by Fuzzy Modeling (2010) (0)
- Autonomous Learning Systems in Mobile Robotics (2012) (0)
- Applications of Semi-supervised Deep Rule-Based Classifiers (2018) (0)
- Fuzzy mathematical programming problem solving (1994) (0)
- Towards adaptive, self learning resilience strategies (2012) (0)
- SYSTEM STATE CLASSIFIER:United States Patent Application 20150278711 (2015) (0)
- Delve into Activations: Towards Understanding Dying Neuron (2022) (0)
- An Odometer-Free Approach for Unmanned Ground-Based Vehicle Simultaneous Localization and Mapping (2019) (0)
- Non-Linear Approach to (Off-line) Identification of Flexible Models (2002) (0)
- Fuzzy optimal control of ethanol synthesis (1993) (0)
- Collaborative Autonomous Learning Systems (2012) (0)
- Preface EIS -10 (2010) (0)
- Comparison of Approaches for Identification of Static Cloud-based Evolving Systems (2014) (0)
- Soft Computing Applied to Swarm Robotics (2017) (0)
- AMethodforPredicting Quality oftheCrudeOilDistillation (2006) (0)
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