Evolving Systems

Article	Citations
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	188
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	92
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	92
CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation	63
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	54
PolyNet-FractalNet deep feature fusion framework with modified spider monkey optimization for multi-modal biometric recognition	49
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	48
Optimizing parameter settings for hopfield neural networks using reinforcement learning	47
Parameter estimation based IIR system identification using improved arithmetic optimization algorithm	46
Time series anomaly detection via clustering-based representation	43
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	38
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	34
Reducing the number of trees in a forest using noisy features	27
Deep learning-based compression and encryption of CT images for secure telemedicine applications	27
An autonomous centreless approach to chunk-wise data partitioning	27
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	26
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	23
Batch-enabled randomized parameter tuning for improved metaheuristic performance	23
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	22
A hybrid Fox optimization algorithm with chaotic maps and polynomial mutation for clustering applications	22
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	19
Recursive methods for updating consequent parameters in evolving fuzzy systems: a comprehensive review with computational experiments	19
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	19
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	18
Efficient malware detection based on machine learning for enhanced cloud privacy protection	17

A new IoT recommendation system based on a dynamic ontology	15
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	15
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	15
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	13
A random deep neural system for heartbeat classification	13
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	13
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	13
Binary northern goshawk optimization for feature selection on micro array cancer datasets	13
A domain adaptation technique through cluster boundary integration	13
A butterfly optimization approach for improving the performance of futuristic internet-of-things	12
Multi-modal fusion and vision transformers for robust early AMD prediction	12
Nature inspired optimization algorithms: a comprehensive overview	12
ResUNet +  + : a comprehensive improved UNet +  + framework for volumetric semantic segmentation of brain tumor MR images	12
Evolving fault-tolerant control models for optimized big data transmission in power systems using crossover-based chimp optimization	12
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	12
Towards improvement of baseline performance for regression based human pose estimation	12
Deep autoencoder-driven feature learning and meta-heuristic optimized machine learning modelling for crop water stress identification	12
An efficient real-time stock prediction exploiting incremental learning and deep learning	11
An explainable approach to deep learning from CT-scans for Covid identification	11
Obituary Edwin Lughofer (1972–2023)	11
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	11
A hybrid jumping swarm optimization based local search approach for minimum weighted dominating set problem	11
Application of deep reinforcement learning in various image processing tasks: a survey	10
An effective undersampling method for biomedical named entity recognition using machine learning	10
Feature dimensionality reduction via homological properties of observability	10
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	10
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	10
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	10
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	10
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	10
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	10
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	10
A novel data augmentation approach for ego-lane detection enhancement	9
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	9
Coal blocking detection method for underground transfer point conveyor based on MR-CAE	9
A method for predicting key bogie component status under limited and non-stationary data conditions	9
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	9
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	9
Healthcare fraud detection using adaptive learning and deep learning techniques	9
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	9
Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	9
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	8
A combined grey multi criteria decision making model to evaluate public transportation systems	8
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	8
Weighted FedCOM: a communication efficient approach to federated learning	8
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	8
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	8
Adaptive model based on ESN for anomaly detection in industrial systems	8
Simultaneous feature selection and SVM optimization based on fuzzy signature and chaos GOA	8
A novel approach for classifying LEV motor bearing faults using a PSO-optimized CNN model and parameters based on transfer learning	8

Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	8
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	7
A face recognition system based-ALMMo-0 classifier	7
Pixelated disparity network for hepatocellular carcinoma recognition from ultrasound images	7
Regular development strategy model and algorithm solution of non-renewable resources	7
A two-stage shadow removal method with multi-channel multi-scale feature fusion and stripe pooling attention	7
RVFLN-CDFPA: a random vector functional link neural network optimized using a chaotic differential flower pollination algorithm for day ahead Net Asset Value prediction	7
Nonlinear dynamical system iteration applied in video face feature extraction and recognition	6
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	6
Deep residual learning-based denoiser for medical X-ray images	6
Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments	6
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	6
An evolutionary algorithm-based approach for efficient design of Wiener spline non-linear adaptive filter and its experimental validation	6
Evolving knowledge representation learning with the dynamic asymmetric embedding model	6
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
Optimizing margin distribution for online multi-label classification	6
Evolving hyperbox fuzzy modeling	6
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
eFCMG: an evolving fuzzy classifier with participatory learning and multivariable gaussian for data stream	5
Phase-wise injury integrated severity modeling of road accidents: a two-stage hybrid multi-criteria decision-making model	5
Integrating sparse graph convolution and capsule networks for superior breast cancer diagnosis	5
A review of online supervised learning	5
Preference-based experience sharing scheme for multi-agent reinforcement learning in multi-target environments	5
GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond	5
A domain knowledge infused gated network using integrated sentiment prediction framework for aspect-based sentiment analysis	5
Enhancing fault detection and diagnosis systems for a chemical process: a study on convolutional neural networks and transfer learning	5
STAC-HNN: a spatio-temporal auto-correlation based location recommendation using hypergraph neural network	5
An enhanced spider wasp optimization algorithm for multilevel thresholding-based medical image segmentation	5
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	5
Multivariate time series short term forecasting using cumulative data of coronavirus	5
Comparing the efficiency of YOLO-M for face recognition in images and videos degraded by compression artifacts	4
DEES-breast: deep end-to-end system for an early breast cancer classification	4
A new hybrid incremental learning system for an enhanced KNN algorithm (hoKNN)	4
Csa-gru: a hybrid CNN and self attention GRU for human identification using ear biometrics	4
Neural temporal code-driven stimulation in real-time using the Victor–Purpura distance	4
A novel metaheuristic population algorithm for optimising the connection weights of neural networks	4
Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback	4
An efficient ear recognition technique based on deep ensemble learning approach	4
Design of an iterative method for enhanced disease detection and feature selection using particle swarm optimization, genetic algorithms, and convolutional neural networks	4
Self-supervised learning for medical image analysis: a comprehensive review	4
A wild horse-assisted decentralized control strategy for a PV-battery energy storage system in a DC microgrid	4
Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	4
Correction: AFLF: a defensive framework to defeat multi-faceted adversarial attacks via attention feature fusion	4
Investigating LSTM-based time series prediction using dynamic systems measures	4
YOLOv8n-EggplantDiseases: an enhanced model for accurate disease detection in eggplants	4
Lévy flight and chaos theory based gravitational search algorithm for multilayer perceptron training	4
Fall detection algorithm based on pyramid network and feature fusion	4
Handwritten signature verification system using hybrid transfer learning approach	4
Motor imagery task classification using spatial–time–frequency features of EEG signals: a deep learning approach for improved performance	4
Score level fusion of major and minor finger knuckle patterns based symmetric sum-based rules for person authentication	4
Correction: Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	4
On resolving the out of vocabulary problem in DisCoCat-based quantum natural language processing	4
CAD-CKD: a computer aided diagnosis system for chronic kidney disease using automated BiGSqENet in the Internet of Things platform	4
Swarm based automatic clustering using nature inspired Emperor Penguins Colony algorithm	4
Automatic segmentation and detection of renal cyst using AMS-PAN and RFN-PINN approach based on ultrasound image	4
Tackling over-smoothing in multi-label image classification using graphical convolution neural network	4
Scale-invariant object detection by adaptive convolution with unified global-local context	4
Honey Badger algorithm using lens opposition based learning and local search algorithm	4
Optimizing kernel possibilistic fuzzy C-means clustering using metaheuristic algorithms	3
Image enhancement based on optimized 2D histogram modification by krill herd algorithm	3
COVID-19 chest CT scan image segmentation based on chaotic gravitational search algorithm	3
An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots	3
An explainable AI based new deep learning solution for efficient heart disease prediction at early stages	3
Ant colony optimization technique for integrating renewable DG in distribution system with techno-economic objectives	3
DBF-Net: a semi-supervised dual-task balanced fusion network for segmenting infected regions from lung CT images	3
Ensemble of transfer learning and light-weight convolutional neural network model for an effective ear recognition system	3
Research on the application of an improved Autoformer model integrating CNN-attention-BiGRU in short-term power load forecasting	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
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach	3
Location metadata extraction from Geosocial data of Road Accident using Deep Learning models	3
Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data	3
Incorporating manifold regularization into adaptive label thresholding algorithm for online semi-supervised multi-label classification	3
Key influencing factors in vehicle platoons: a systematic study and review	3
MHWF-CNN: multiscale horizontal wavelet fusion convolutional neural network with transfer learning for image classification	3
Lagrange stability of inertial type neural networks:  A Lyapunov-Krasovskii functional approach	3
Very deep fully convolutional encoder–decoder network based on wavelet transform for art image fusion in cloud computing environment	3
Boundary-aware residual network for defect detection in strip steel products	3
New attention-gated residual deep convolutional network for accurate lung segmentation in chest x-rays	3

An efficient convolutional global gated recurrent-based adaptive gazelle algorithm for enhanced disease detection and classification	3
Deep neural network parameter tuning using harmony search for a realistic flexible job shop scheduling	3
Quick continual kernel learning on bounded memory space based on balancing between adaptation and forgetting	3
AMTLDC: a new adversarial multi-source transfer learning framework to diagnosis of COVID-19	3
Optimal Volterra-based nonlinear system identification using arithmetic optimization algorithm assisted with Kalman filter	2
Sign language mobile apps: a systematic review of current app evaluation progress and solution framework	2
Multi Kernel Polar Code using Nut cracker optimization based GAN for Successive Cancellation Decoder to attain low latency and high efficiency	2
Modified residual networks for severity stage classification of diabetic retinopathy	2
The auto-correlation enhanced transformer for information diffusion prediction in social networks	2
Adaptive deep Runge Kutta Garson’s network with node disjoint local repair protocol based multipath routing in MANET	2
An improved K-means clustering and optimal random forest for scheduling workloads in virtual servers	2
Chimp optimization algorithm in multilevel image thresholding and image clustering	2
6G digital twin and CPS system promote the development of rural architectural planning	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
Adaptive algorithms for YouTube channel analysis and revenue enhancement	2
A new COVID-19 classification approach based on Bayesian optimization SVM kernel using chest X-ray datasets	2
RGB-D indoor semantic segmentation network based on wavelet transform	2
A hybridization of multiple imputation and one-class bagging ensemble approach for missing value and class imbalance problem	2
EGPIECLMAC: efficient grayscale privacy image encryption with chaos logistics maps and Arnold Cat	2
Evaluating renewable energy projects using fuzzy bipolar soft aggregation and entropy weights	2
Self-adaptive henry gas solubility optimizer for identification of solid oxide fuel cell	2
Creating an AI fashioner through deep learning and computer vision	2
Transparent rule generator random forest (TRG-RF): an interpretable random forest	2
Adaptive genetic algorithm-optimized temporal convolutional networks for high-precision ship traffic flow prediction	2
ePAMeT: evolving predictive associative memories for time series	2
Image restoration based on SimAM attention mechanism and constraint adversarial network	2
Feature augmentation-based CNN framework for skin-cancer diagnosis	2
AO-SAKEL: arithmetic optimization-based self-adaptive kernel extreme learning for international trade prediction	2
An evolutionary approach with reliability priority to design Scada systems for water reservoirs	2
A large multiclass dataset of CT scans for COVID-19 identification	2
Question answering system with text mining and deep networks	2
edmABC: an improved artificial bee colony algorithm on detecting breast cancer for mammography images	2
Evolving medical image classification: a three-tiered framework combining MSPLnet and IRNet-VGG19	2
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language	2
Correction: Healthcare fraud detection using adaptive learning and deep learning techniques	2
Varying combination of feature extraction and modified support vector machines based prediction of myocardial infarction	2
Temperature and humidity prediction of mountain highway tunnel entrance road surface based on improved Bi-LSTM neural network	2
Predicting missing links in complex networks using information about common neighbors and a degree of popularity	2
A survey on recent trends in deep learning for nucleus segmentation from histopathology images	2
Nature-inspired optimization algorithms and their significance in multi-thresholding image segmentation: an inclusive review	2