Evolving Systems

Article	Citations
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	175
Time series anomaly detection via clustering-based representation	76
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	55
Optimizing parameter settings for hopfield neural networks using reinforcement learning	50
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	50
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	48
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	46
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	45
Efficient malware detection based on machine learning for enhanced cloud privacy protection	40
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	39
Reducing the number of trees in a forest using noisy features	36
An autonomous centreless approach to chunk-wise data partitioning	32
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	29
Batch-enabled randomized parameter tuning for improved metaheuristic performance	28
Deep learning-based compression and encryption of CT images for secure telemedicine applications	28
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	27
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	25
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	23
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	20
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	19
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	19
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	19
Binary northern goshawk optimization for feature selection on micro array cancer datasets	19
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	19
A random deep neural system for heartbeat classification	16

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

Evolving hyperbox fuzzy modeling	6
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	6
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	5
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	5
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	5
eFCMG: an evolving fuzzy classifier with participatory learning and multivariable gaussian for data stream	5
A domain knowledge infused gated network using integrated sentiment prediction framework for aspect-based sentiment analysis	5
A new hybrid incremental learning system for an enhanced KNN algorithm (hoKNN)	5
A review of online supervised learning	5
Evolving knowledge representation learning with the dynamic asymmetric embedding model	5
An evolutionary algorithm-based approach for efficient design of Wiener spline non-linear adaptive filter and its experimental validation	5
Battle royale optimizer for training multi-layer perceptron	5
Integrating sparse graph convolution and capsule networks for superior breast cancer diagnosis	5
Correction: AFLF: a defensive framework to defeat multi-faceted adversarial attacks via attention feature fusion	5
DEES-breast: deep end-to-end system for an early breast cancer classification	5
Enhancing fault detection and diagnosis systems for a chemical process: a study on convolutional neural networks and transfer learning	5
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	5
Nonlinear dynamical system iteration applied in video face feature extraction and recognition	5
GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond	5
Multivariate time series short term forecasting using cumulative data of coronavirus	5
Preference-based experience sharing scheme for multi-agent reinforcement learning in multi-target environments	5
An enhanced spider wasp optimization algorithm for multilevel thresholding-based medical image segmentation	5
Phase-wise injury integrated severity modeling of road accidents: a two-stage hybrid multi-criteria decision-making model	4
Self-supervised learning for medical image analysis: a comprehensive review	4
Handwritten signature verification system using hybrid transfer learning approach	4
Honey Badger algorithm using lens opposition based learning and local search algorithm	4
Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	4
Swarm based automatic clustering using nature inspired Emperor Penguins Colony algorithm	4
Csa-gru: a hybrid CNN and self attention GRU for human identification using ear biometrics	4
A wild horse-assisted decentralized control strategy for a PV-battery energy storage system in a DC microgrid	4
STAC-HNN: a spatio-temporal auto-correlation based location recommendation using hypergraph neural network	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
Score level fusion of major and minor finger knuckle patterns based symmetric sum-based rules for person authentication	4
Cubic graph representation of concept lattice and its decomposition	3
An efficient ear recognition technique based on deep ensemble learning approach	3
Lévy flight and chaos theory based gravitational search algorithm for multilayer perceptron training	3
A novel approach for facial expression recognition based on Gabor filters and genetic algorithm	3
Image enhancement based on optimized 2D histogram modification by krill herd algorithm	3
Boundary-aware residual network for defect detection in strip steel products	3
COVID-19 chest CT scan image segmentation based on chaotic gravitational search algorithm	3
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach	3
An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots	3
Fall detection algorithm based on pyramid network and feature fusion	3
A novel metaheuristic population algorithm for optimising the connection weights of neural networks	3
Motor imagery task classification using spatial–time–frequency features of EEG signals: a deep learning approach for improved performance	3
Very deep fully convolutional encoder–decoder network based on wavelet transform for art image fusion in cloud computing environment	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
Optimizing kernel possibilistic fuzzy C-means clustering using metaheuristic algorithms	3
New attention-gated residual deep convolutional network for accurate lung segmentation in chest x-rays	3
Neural temporal code-driven stimulation in real-time using the Victor–Purpura distance	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
An explainable AI based new deep learning solution for efficient heart disease prediction at early stages	3
Location metadata extraction from Geosocial data of Road Accident using Deep Learning models	3
Lagrange stability of inertial type neural networks:  A Lyapunov-Krasovskii functional approach	3
Adaptive genetic algorithm-optimized temporal convolutional networks for high-precision ship traffic flow prediction	2
Evaluating renewable energy projects using fuzzy bipolar soft aggregation and entropy weights	2
Evolving medical image classification: a three-tiered framework combining MSPLnet and IRNet-VGG19	2
RGB-D indoor semantic segmentation network based on wavelet transform	2
Ensemble of transfer learning and light-weight convolutional neural network model for an effective ear recognition system	2
DBF-Net: a semi-supervised dual-task balanced fusion network for segmenting infected regions from lung CT images	2
An improved K-means clustering and optimal random forest for scheduling workloads in virtual servers	2
Varying combination of feature extraction and modified support vector machines based prediction of myocardial infarction	2
Cluster head selection using hesitant fuzzy and firefly algorithm in wireless sensor networks	2
Question answering system with text mining and deep networks	2
6G digital twin and CPS system promote the development of rural architectural planning	2
Creating an AI fashioner through deep learning and computer vision	2
Adaptive deep Runge Kutta Garson’s network with node disjoint local repair protocol based multipath routing in MANET	2
Temperature and humidity prediction of mountain highway tunnel entrance road surface based on improved Bi-LSTM neural network	2
Ant colony optimization technique for integrating renewable DG in distribution system with techno-economic objectives	2
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings	2
Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data	2
Deep neural network parameter tuning using harmony search for a realistic flexible job shop scheduling	2
An evolutionary approach with reliability priority to design Scada systems for water reservoirs	2
Optimal Volterra-based nonlinear system identification using arithmetic optimization algorithm assisted with Kalman filter	2
A hybridization of multiple imputation and one-class bagging ensemble approach for missing value and class imbalance problem	2
Transparent rule generator random forest (TRG-RF): an interpretable random forest	2
ePAMeT: evolving predictive associative memories for time series	2
The auto-correlation enhanced transformer for information diffusion prediction in social networks	2

AMTLDC: a new adversarial multi-source transfer learning framework to diagnosis of COVID-19	2
Quick continual kernel learning on bounded memory space based on balancing between adaptation and forgetting	2
An efficient convolutional global gated recurrent-based adaptive gazelle algorithm for enhanced disease detection and classification	2
A parametric scoring function and the associated method for interval neutrosophic multi-criteria decision-making	2