Evolving Systems

Article	Citations
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	162
Time series anomaly detection via clustering-based representation	72
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	55
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	50
Optimizing parameter settings for hopfield neural networks using reinforcement learning	46
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	45
Efficient malware detection based on machine learning for enhanced cloud privacy protection	44
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	44
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	42
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	39
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	38
Reducing the number of trees in a forest using noisy features	31
An autonomous centreless approach to chunk-wise data partitioning	30
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	27
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	27
Batch-enabled randomized parameter tuning for improved metaheuristic performance	26
Deep learning-based compression and encryption of CT images for secure telemedicine applications	25
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	23
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	20
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	20
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	19
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	19
A domain adaptation technique through cluster boundary integration	18
Binary northern goshawk optimization for feature selection on micro array cancer datasets	18
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	16

3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	16
A random deep neural system for heartbeat classification	16
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	15
Multichannel convolutional neural network-based fuzzy active contour model for medical image segmentation	13
Towards improvement of baseline performance for regression based human pose estimation	13
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	12
An efficient real-time stock prediction exploiting incremental learning and deep learning	11
Nature inspired optimization algorithms: a comprehensive overview	11
ResUNet +  + : a comprehensive improved UNet +  + framework for volumetric semantic segmentation of brain tumor MR images	11
A butterfly optimization approach for improving the performance of futuristic internet-of-things	11
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	10
Obituary Edwin Lughofer (1972–2023)	10
An explainable approach to deep learning from CT-scans for Covid identification	10
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	9
Feature dimensionality reduction via homological properties of observability	9
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	9
Deep learning for efficient and multi-labelled classification of synthetic aperture radar images	9
Application of deep reinforcement learning in various image processing tasks: a survey	8
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	8
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	8
A novel data augmentation approach for ego-lane detection enhancement	8
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	8
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	8
An effective undersampling method for biomedical named entity recognition using machine learning	8
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	8
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	8
Editorial on the Special Issue Innovations of Evolving-Adaptive Systems in the Era of the 4th Industrial Revolution	8
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	7
A combined grey multi criteria decision making model to evaluate public transportation systems	7
Weighted FedCOM: a communication efficient approach to federated learning	7
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	7
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	7
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	7
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	7
FocusCovid: automated COVID-19 detection using deep learning with chest X-ray images	7
Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	7
Simultaneous feature selection and SVM optimization based on fuzzy signature and chaos GOA	7
Adaptive model based on ESN for anomaly detection in industrial systems	7
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	7
Evolving hyperbox fuzzy modeling	6
Online sequential ensembling of predictive fuzzy systems	6
Deep residual learning-based denoiser for medical X-ray images	6
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	6
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	6
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	6
RVFLN-CDFPA: a random vector functional link neural network optimized using a chaotic differential flower pollination algorithm for day ahead Net Asset Value prediction	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
A face recognition system based-ALMMo-0 classifier	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
Regular development strategy model and algorithm solution of non-renewable resources	6

Optimizing margin distribution for online multi-label classification	5
Evolving knowledge representation learning with the dynamic asymmetric embedding model	5
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	5
Nonlinear dynamical system iteration applied in video face feature extraction and recognition	5
Battle royale optimizer for training multi-layer perceptron	5
Enhancing fault detection and diagnosis systems for a chemical process: a study on convolutional neural networks and transfer learning	5
Integrating sparse graph convolution and capsule networks for superior breast cancer diagnosis	5
A review of online supervised learning	5
An evolutionary algorithm-based approach for efficient design of Wiener spline non-linear adaptive filter and its experimental validation	5
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	5
eFCMG: an evolving fuzzy classifier with participatory learning and multivariable gaussian for data stream	5
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	5
Correction: AFLF: a defensive framework to defeat multi-faceted adversarial attacks via attention feature fusion	5
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	5
Multivariate time series short term forecasting using cumulative data of coronavirus	5
A domain knowledge infused gated network using integrated sentiment prediction framework for aspect-based sentiment analysis	5
GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond	5
Preference-based experience sharing scheme for multi-agent reinforcement learning in multi-target environments	5
Csa-gru: a hybrid CNN and self attention GRU for human identification using ear biometrics	4
Handwritten signature verification system using hybrid transfer learning approach	4
An enhanced spider wasp optimization algorithm for multilevel thresholding-based medical image segmentation	4
CAD-CKD: a computer aided diagnosis system for chronic kidney disease using automated BiGSqENet in the Internet of Things platform	4
Correction: Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	4
Swarm based automatic clustering using nature inspired Emperor Penguins Colony algorithm	4
A new hybrid incremental learning system for an enhanced KNN algorithm (hoKNN)	4
Phase-wise injury integrated severity modeling of road accidents: a two-stage hybrid multi-criteria decision-making model	4
STAC-HNN: a spatio-temporal auto-correlation based location recommendation using hypergraph neural network	4
Score level fusion of major and minor finger knuckle patterns based symmetric sum-based rules for person authentication	4
Self-supervised learning for medical image analysis: a comprehensive review	4
DEES-breast: deep end-to-end system for an early breast cancer classification	4
Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	4
Honey Badger algorithm using lens opposition based learning and local search algorithm	3
Neural temporal code-driven stimulation in real-time using the Victor–Purpura distance	3
A novel approach for facial expression recognition based on Gabor filters and genetic algorithm	3
A novel metaheuristic population algorithm for optimising the connection weights of neural networks	3
Boundary-aware residual network for defect detection in strip steel products	3
An explainable AI based new deep learning solution for efficient heart disease prediction at early stages	3
A wild horse-assisted decentralized control strategy for a PV-battery energy storage system in a DC microgrid	3
An efficient ear recognition technique based on deep ensemble learning approach	3
Tackling over-smoothing in multi-label image classification using graphical convolution neural network	3
Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback	3
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	3
An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots	3
Lévy flight and chaos theory based gravitational search algorithm for multilayer perceptron training	3
Fall detection algorithm based on pyramid network and feature fusion	3
Variable step-size evolving participatory learning with kernel recursive least squares applied to gas prices forecasting in Brazil	3
Image enhancement based on optimized 2D histogram modification by krill herd algorithm	3
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach	3
Very deep fully convolutional encoder–decoder network based on wavelet transform for art image fusion in cloud computing environment	3
Cluster head selection using hesitant fuzzy and firefly algorithm in wireless sensor networks	2
Temperature and humidity prediction of mountain highway tunnel entrance road surface based on improved Bi-LSTM neural network	2
A parametric scoring function and the associated method for interval neutrosophic multi-criteria decision-making	2
An improved K-means clustering and optimal random forest for scheduling workloads in virtual servers	2
An efficient convolutional global gated recurrent-based adaptive gazelle algorithm for enhanced disease detection and classification	2
New attention-gated residual deep convolutional network for accurate lung segmentation in chest x-rays	2
Unit hydrograph identification based on fuzzy regression analysis	2
DBF-Net: a semi-supervised dual-task balanced fusion network for segmenting infected regions from lung CT images	2
NestEn_SmVn: boosted nested ensemble multiplexing to diagnose coronary artery disease	2
Evolving medical image classification: a three-tiered framework combining MSPLnet and IRNet-VGG19	2
The auto-correlation enhanced transformer for information diffusion prediction in social networks	2
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings	2
COVID-19 chest CT scan image segmentation based on chaotic gravitational search algorithm	2
Quick continual kernel learning on bounded memory space based on balancing between adaptation and forgetting	2
Deep neural network parameter tuning using harmony search for a realistic flexible job shop scheduling	2
AMTLDC: a new adversarial multi-source transfer learning framework to diagnosis of COVID-19	2
ePAMeT: evolving predictive associative memories for time series	2
Varying combination of feature extraction and modified support vector machines based prediction of myocardial infarction	2
Ant colony optimization technique for integrating renewable DG in distribution system with techno-economic objectives	2
Ensemble of transfer learning and light-weight convolutional neural network model for an effective ear recognition system	2
Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data	2
Cubic graph representation of concept lattice and its decomposition	2
Location metadata extraction from Geosocial data of Road Accident using Deep Learning models	2
Optimizing kernel possibilistic fuzzy C-means clustering using metaheuristic algorithms	2
An evolutionary approach with reliability priority to design Scada systems for water reservoirs	2
A new optimal prediction technique for energy demand based on CNN and improved water strider algorithm: a study on socio-economic-climatic parameters	1
Concept drift from 1980 to 2020: a comprehensive bibliometric analysis with future research insight	1
Feature augmentation-based CNN framework for skin-cancer diagnosis	1
Self-adaptive henry gas solubility optimizer for identification of solid oxide fuel cell	1
A multi-agent reinforcement learning based approach for intelligent traffic signal control	1
EGPIECLMAC: efficient grayscale privacy image encryption with chaos logistics maps and Arnold Cat	1

AEOWOA: hybridizing whale optimization algorithm with artificial ecosystem-based optimization for optimal feature selection and global optimization	1
edmABC: an improved artificial bee colony algorithm on detecting breast cancer for mammography images	1
Evaluating renewable energy projects using fuzzy bipolar soft aggregation and entropy weights	1
Optimal Volterra-based nonlinear system identification using arithmetic optimization algorithm assisted with Kalman filter	1
Adaptive deep Runge Kutta Garson’s network with node disjoint local repair protocol based multipath routing in MANET	1
Nature-inspired optimization algorithms and their significance in multi-thresholding image segmentation: an inclusive review	1
Application of hybrid metaheuristic with Levenberg-Marquardt algorithm for 6-dimensional magnetic localization	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
Image restoration based on SimAM attention mechanism and constraint adversarial network	1
EvolveCluster: an evolutionary clustering algorithm for streaming data	1
Chimp optimization algorithm in multilevel image thresholding and image clustering	1
CCT-DOSA: a hybrid architecture for road network extraction from satellite images in the era of IoT	1
A large multiclass dataset of CT scans for COVID-19 identification	1
A finger vein feature extraction network fusing global/local features and its lightweight network	1
Modified residual networks for severity stage classification of diabetic retinopathy	1
A hybridization of multiple imputation and one-class bagging ensemble approach for missing value and class imbalance problem	1
A new COVID-19 classification approach based on Bayesian optimization SVM kernel using chest X-ray datasets	1
Creating an AI fashioner through deep learning and computer vision	1
A survey on recent trends in deep learning for nucleus segmentation from histopathology images	1
RGB-D indoor semantic segmentation network based on wavelet transform	1
Fuzzy PROMETHEE model for public transport mode choice analysis	1
Evolving fuzzy predictor with multivariable Gaussian participatory learning and multi-innovations recursive weighted least squares: eFMI	1
Dynamics of multi-point singular fifth-order Lane–Emden system with neuro-evolution heuristics	1
A one stream three-dimensional convolutional neural network for fire recognition based on spatio-temporal fire analysis	1
Sleep apnea detection from ECG signal using deep CNN-based structures	1
AO-SAKEL: arithmetic optimization-based self-adaptive kernel extreme learning for international trade prediction	1
Multiple phases modified termite life cycle optimizer for data clustering and engineering optimization	1
Sign language mobile apps: a systematic review of current app evaluation progress and solution framework	1
Question answering system with text mining and deep networks	1
6G digital twin and CPS system promote the development of rural architectural planning	1
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language	1
Transparent rule generator random forest (TRG-RF): an interpretable random forest	1
Adaptive genetic algorithm-optimized temporal convolutional networks for high-precision ship traffic flow prediction	1
An effective shunt active power filter based on novel binary multilevel inverter and optimal type-2 fuzzy system to accurately mitigate harmonic currents	1
Meta-heuristic algorithms for influence maximization: a survey	1