Evolving Systems

Article	Citations
A new COVID-19 classification approach based on Bayesian optimization SVM kernel using chest X-ray datasets	124
An enhanced ResNet-50 deep learning model for arrhythmia detection using electrocardiogram biomedical indicators	50
Autonomous acquisition of arbitrarily complex skills using locality based graph theoretic features: a syntactic approach to hierarchical reinforcement learning	41
Robust copy-move forgery detection using modified superpixel based FCM clustering with emperor penguin optimization and block feature matching	40
Editorial on the Special Issue Innovations of Evolving-Adaptive Systems in the Era of the 4th Industrial Revolution	37
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language	36
Chimp optimization algorithm in multilevel image thresholding and image clustering	31
Exploiting cepstral coefficients and CNN for efficient musical instrument classification	29
Score level fusion of major and minor finger knuckle patterns based symmetric sum-based rules for person authentication	28
Time series anomaly detection via clustering-based representation	24
MiniNet: a concise CNN for image forgery detection	22
Evaluating renewable energy projects using fuzzy bipolar soft aggregation and entropy weights	21
Question answering system with text mining and deep networks	20
Speech emotion classification using feature-level and classifier-level fusion	18
Optimal Volterra-based nonlinear system identification using arithmetic optimization algorithm assisted with Kalman filter	18
MFO-TL: modified firefly optimal transfer learning based motion correction of fetal brain and placenta MRI for thyroid prediction	16
Swarm based automatic clustering using nature inspired Emperor Penguins Colony algorithm	15
Cascade hyperchaotic fuzzy system (CHCFS): discussions on accuracy and interpretability	15
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	13
A novel interval type-2 fuzzy Kalman filtering and tracking of experimental data	13
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	13
High-order spatial connectivity mining over neural graph collaborative filtering for POI recommendation in location-based social networks	12
Enhancing pulmonary abnormality detection with an optimized CNN architecture incorporating depth-wise separable convolution and inception module	12
Csa-gru: a hybrid CNN and self attention GRU for human identification using ear biometrics	12
Handwritten signature verification system using hybrid transfer learning approach	11

Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	11
Optimizing parameter settings for hopfield neural networks using reinforcement learning	11
Adaptive genetic algorithm-optimized temporal convolutional networks for high-precision ship traffic flow prediction	11
A hybridization of multiple imputation and one-class bagging ensemble approach for missing value and class imbalance problem	11
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	11
A novel approach for controlling DC motor speed using NARXnet based FOPID controller	10
Honey Badger algorithm using lens opposition based learning and local search algorithm	10
The future of wireless mesh network in next-generation communication: a perspective overview	10
A novel normalization algorithm to facilitate pre-assessment of Covid-19 disease by improving accuracy of CNN and its FPGA implementation	10
A wild horse-assisted decentralized control strategy for a PV-battery energy storage system in a DC microgrid	10
Correction: Sign language mobile apps: a systematic review of current app evaluation progress and solution framework	9
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	9
Correction: Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	9
Learning models to forecast toxicity in conversation threads by identifying potential toxic users	8
Multi-area economic environmental dispatch using multi-objective squirrel search algorithm	8
Lévy flight and chaos theory based gravitational search algorithm for multilayer perceptron training	8
Tackling over-smoothing in multi-label image classification using graphical convolution neural network	8
Fall detection algorithm based on pyramid network and feature fusion	7
Reducing the number of trees in a forest using noisy features	7
Simultaneous feature selection and SVM optimization based on fuzzy signature and chaos GOA	7
Range-free localization for GWSN using k-NN algorithm with local linear Gaussian kernel regression (KGR)	7
Self-adaptive henry gas solubility optimizer for identification of solid oxide fuel cell	7
Adaptive model based on ESN for anomaly detection in industrial systems	6
A novel approach for facial expression recognition based on Gabor filters and genetic algorithm	6
Wireless sensor deployment scheme for cost-effective smart farming using the ABC-TEEM algorithm	6
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	6
A transfer learning approach to cross-domain authorship attribution	6
Public key authenticated encryption with multiple keywords search using Mamdani system	6
Notes on edge detection approaches	6
Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback	6
Super-forecasting the ‘technological singularity’ risks from artificial intelligence	6
HUMRC-PS: Revolutionizing plant phenotyping through Regional Convolutional Neural Networks and Pelican Search Optimization	6
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	6
Retraction Note: Optimization of a building energy performance by a multi-objective optimization, using sustainable energy combinations	6
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	6
AO-SAKEL: arithmetic optimization-based self-adaptive kernel extreme learning for international trade prediction	6
An efficient ear recognition technique based on deep ensemble learning approach	6
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	6
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	6
EGPIECLMAC: efficient grayscale privacy image encryption with chaos logistics maps and Arnold Cat	6
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	6
A hybrid machine learning framework for intrusion detection system in smart cities	5
Autonomous data partitioning for type-2 fuzzy set based time series	5
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	5
Short-term electric load forecasting using empirical mode decomposition based optimized extreme learning machine	5
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	5
An autonomous centreless approach to chunk-wise data partitioning	5
Vaccination and isolation based control design of the COVID-19 pandemic based on adaptive neuro fuzzy inference system optimized with the genetic algorithm	4
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	4
A large multiclass dataset of CT scans for COVID-19 identification	4

A novel metaheuristic population algorithm for optimising the connection weights of neural networks	4
Batch-enabled randomized parameter tuning for improved metaheuristic performance	4
Variable step-size evolving participatory learning with kernel recursive least squares applied to gas prices forecasting in Brazil	4
A survey on recent trends in deep learning for nucleus segmentation from histopathology images	4
Data mining approach for energy efficiency improvements in a utilities supply on a petrochemical plant	4
Modified residual networks for severity stage classification of diabetic retinopathy	4
A combined grey multi criteria decision making model to evaluate public transportation systems	4
Deep recurrent learning based qualified sequence segment analytical model (QS2AM) for infectious disease detection using CT images	4
A fuzzy connective score fusion technique for 2D and 3D palmprint authentication system	4
Nature-inspired optimization algorithms and their significance in multi-thresholding image segmentation: an inclusive review	4
FocusCovid: automated COVID-19 detection using deep learning with chest X-ray images	4
Weighted FedCOM: a communication efficient approach to federated learning	3
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	3
Very deep fully convolutional encoder–decoder network based on wavelet transform for art image fusion in cloud computing environment	3
Biofeedback: e-health prediction based on evolving fuzzy neural network and wearable technologies	3
An hybrid soft attention based XGBoost model for classification of poikilocytosis blood cells	3
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	3
EvolveCluster: an evolutionary clustering algorithm for streaming data	3
Image enhancement based on optimized 2D histogram modification by krill herd algorithm	3
A random deep neural system for heartbeat classification	3
Generic image application using GANs (Generative Adversarial Networks): A Review	3
Social network security using genetic algorithm	3
Combined analysis on AGC and ELD of a hybrid power system with D-WCA designed Gaussian type-2 fuzzy controller	3
Sleep apnea detection from ECG signal using deep CNN-based structures	3
Efficient malware detection based on machine learning for enhanced cloud privacy protection	3
Sign language mobile apps: a systematic review of current app evaluation progress and solution framework	3
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	3
A new approach for estimating the number of communities in complex networks using PGD-SNMTF and GA	3
A finger vein feature extraction network fusing global/local features and its lightweight network	3
A face recognition system based-ALMMo-0 classifier	3
RVFLN-CDFPA: a random vector functional link neural network optimized using a chaotic differential flower pollination algorithm for day ahead Net Asset Value prediction	3
Regular development strategy model and algorithm solution of non-renewable resources	3
Deep learning-based compression and encryption of CT images for secure telemedicine applications	3
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	3
A league-knock-out tournament quantum particle swarm optimization algorithm for nonlinear constrained optimization problems and applications	2
Design optimization of the complementary voltage controlled oscillator using a multi-objective gravitational search algorithm	2
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	2
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	2
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach	2
A multi-agent reinforcement learning based approach for intelligent traffic signal control	2
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	2
Synthetic samples generator (SYSGEN), an approach to increase the size of incidence samples in coffee leaf rust modelling	2
Optimizing kernel possibilistic fuzzy C-means clustering using metaheuristic algorithms	2
Correlation-based modified long short-term memory network approach for software defect prediction	2
An effective shunt active power filter based on novel binary multilevel inverter and optimal type-2 fuzzy system to accurately mitigate harmonic currents	2
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	2
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	2
An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots	2
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	2
An effective biometric identification system using enhanced palm texture features	2
CCT-DOSA: a hybrid architecture for road network extraction from satellite images in the era of IoT	2
Binary northern goshawk optimization for feature selection on micro array cancer datasets	2
Boundary-aware residual network for defect detection in strip steel products	2
Deep residual learning-based denoiser for medical X-ray images	2
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	2
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	2
Evolving knowledge representation learning with the dynamic asymmetric embedding model	1
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	1
Online sequential ensembling of predictive fuzzy systems	1
A domain adaptation technique through cluster boundary integration	1
NeuDen: a framework for the integration of neuromorphic evolving spiking neural networks with dynamic evolving neuro-fuzzy systems for predictive and explainable modelling of streaming data	1
Comparative analysis with topic modeling and word embedding methods after the Aegean Sea earthquake on Twitter	1
Adaptive octopus deep transfer learning based epileptic seizure classification on field programmable gate arrays	1
A new optimal prediction technique for energy demand based on CNN and improved water strider algorithm: a study on socio-economic-climatic parameters	1
Deep adaptive fusion with cross-modality feature transition and modality quaternion learning for medical image fusion	1
Evolving hyperbox fuzzy modeling	1
Fuzzy PROMETHEE model for public transport mode choice analysis	1
A one stream three-dimensional convolutional neural network for fire recognition based on spatio-temporal fire analysis	1
Location metadata extraction from Geosocial data of Road Accident using Deep Learning models	1
Controller parameters tuning of water cycle algorithm and its application to load frequency control of multi-area power systems using TD-TI cascade control	1
Adaptive particle swarm optimization model for resource leveling	1
Retraction Note: Optimization of FRP jacket by fractional-order pathfinder algorithm to improve the reinforced concrete frames’ seismic response	1
Damage detection in frame elements using Grasshopper Optimization Algorithm (GOA) and time-domain responses of the structure	1
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	1
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings	1
OMGD-StarGAN: improvements to boost StarGAN v2 performance	1
On utilizing the transitivity pursuit-enhanced object partitioning to optimize self-organizing lists-on-lists	1
ResUNet +  + : a comprehensive improved UNet +  + framework for volumetric semantic segmentation of brain tumor MR images	1
Multiple phases modified termite life cycle optimizer for data clustering and engineering optimization	1
COVID-19 chest CT scan image segmentation based on chaotic gravitational search algorithm	1

Cubic graph representation of concept lattice and its decomposition	1
A novel Move-Split-Merge based Fuzzy C-Means algorithm for clustering time series	1
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	1
Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints	1
Evaluation of deep learning model for human activity recognition	1
Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data	1