Evolving Systems

Article	Citations
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	189
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	111
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	100
CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation	73
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	56
Optimizing parameter settings for hopfield neural networks using reinforcement learning	55
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	54
Time series anomaly detection via clustering-based representation	50
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	49
Parameter estimation based IIR system identification using improved arithmetic optimization algorithm	45
PolyNet-FractalNet deep feature fusion framework with modified spider monkey optimization for multi-modal biometric recognition	42
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	36
Reducing the number of trees in a forest using noisy features	32
An autonomous centreless approach to chunk-wise data partitioning	31
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	30
Efficient malware detection based on machine learning for enhanced cloud privacy protection	29
Batch-enabled randomized parameter tuning for improved metaheuristic performance	28
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	25
Deep learning-based compression and encryption of CT images for secure telemedicine applications	24
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	24
A hybrid Fox optimization algorithm with chaotic maps and polynomial mutation for clustering applications	24
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	23
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	20
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	19
Recursive methods for updating consequent parameters in evolving fuzzy systems: a comprehensive review with computational experiments	19

Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	19
A new IoT recommendation system based on a dynamic ontology	18
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	17
A domain adaptation technique through cluster boundary integration	16
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	15
A random deep neural system for heartbeat classification	15
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	15
Deep autoencoder-driven feature learning and meta-heuristic optimized machine learning modelling for crop water stress identification	14
Evolving fault-tolerant control models for optimized big data transmission in power systems using crossover-based chimp optimization	14
Binary northern goshawk optimization for feature selection on micro array cancer datasets	14
ResUNet +  + : a comprehensive improved UNet +  + framework for volumetric semantic segmentation of brain tumor MR images	13
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	13
A butterfly optimization approach for improving the performance of futuristic internet-of-things	13
Multi-modal fusion and vision transformers for robust early AMD prediction	13
Obituary Edwin Lughofer (1972–2023)	12
Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors	12
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	12
An explainable approach to deep learning from CT-scans for Covid identification	12
Nature inspired optimization algorithms: a comprehensive overview	12
Towards improvement of baseline performance for regression based human pose estimation	12
Protecting transmission line in STATCOM integrated DFIG system using adaptive distance relay blocking scheme	12
An efficient real-time stock prediction exploiting incremental learning and deep learning	12
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	12
A hybrid jumping swarm optimization based local search approach for minimum weighted dominating set problem	11
Feature dimensionality reduction via homological properties of observability	11
Spiking neural networks: a comprehensive review of diverse applications, research progress, challenges and future research directions	11
Optimizing path reasoning scheme to improve conversational recommendation system	11
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	11
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	10
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	10
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	10
An effective undersampling method for biomedical named entity recognition using machine learning	10
Application of deep reinforcement learning in various image processing tasks: a survey	10
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	10
A hybrid PINNs approach to capture interest rate dynamics in short-rate model	10
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	10
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	10
Generalized synchronization between coupled integer, fractional and delay chaotic systems	10
A novel data augmentation approach for ego-lane detection enhancement	10
A method for predicting key bogie component status under limited and non-stationary data conditions	10
Coal blocking detection method for underground transfer point conveyor based on MR-CAE	9
Healthcare fraud detection using adaptive learning and deep learning techniques	9
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	9
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	9
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	9
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	8
A novel approach for classifying LEV motor bearing faults using a PSO-optimized CNN model and parameters based on transfer learning	8
Adaptive stream processing on edge devices through active inference	8
Simultaneous feature selection and SVM optimization based on fuzzy signature and chaos GOA	8
Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	8

Weighted FedCOM: a communication efficient approach to federated learning	8
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	8
Automated forecasting model leveraging large reservoirs of randomized fuzzy cognitive maps	8
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	8
Adaptive model based on ESN for anomaly detection in industrial systems	8
A combined grey multi criteria decision making model to evaluate public transportation systems	8
Advanced fault detection and classification in high voltage transmission lines using deep learning integration	7
A face recognition system based-ALMMo-0 classifier	7
Enhancing water potability classification using a hybrid GRU with LSTM deep learning models based on relief algorithm and bayesian optimization	7
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	7
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	7
Application of electronic tongue combined with meta-learning and contrastive learning dual aggregation network for rapid detection of rice origins	7
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	7
Optimizing margin distribution for online multi-label classification	6
Enhancing fault detection and diagnosis systems for a chemical process: a study on convolutional neural networks and transfer learning	6
Evolving hyperbox fuzzy modeling	6
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	6
A two-stage shadow removal method with multi-channel multi-scale feature fusion and stripe pooling attention	6
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	6
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	6
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	6
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	6
Integrating sparse graph convolution and capsule networks for superior breast cancer diagnosis	6
Regular development strategy model and algorithm solution of non-renewable resources	6
Deep residual learning-based denoiser for medical X-ray images	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
A multidimensional search algorithm based on serial computation for solving ultra-high dimensional optimization problems	6
An evolutionary algorithm-based approach for efficient design of Wiener spline non-linear adaptive filter and its experimental validation	6
A review of online supervised learning	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
Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments	6
Pixelated disparity network for hepatocellular carcinoma recognition from ultrasound images	6
Evolving knowledge representation learning with the dynamic asymmetric embedding model	6
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
GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond	5
Correction: AFLF: a defensive framework to defeat multi-faceted adversarial attacks via attention feature fusion	5
Phase-wise injury integrated severity modeling of road accidents: a two-stage hybrid multi-criteria decision-making model	5
Preference-based experience sharing scheme for multi-agent reinforcement learning in multi-target environments	5
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	5
An enhanced spider wasp optimization algorithm for multilevel thresholding-based medical image segmentation	5
A new hybrid incremental learning system for an enhanced KNN algorithm (hoKNN)	5
STAC-HNN: a spatio-temporal auto-correlation based location recommendation using hypergraph neural network	5
Multivariate time series short term forecasting using cumulative data of coronavirus	5
Nonlinear dynamical system iteration applied in video face feature extraction and recognition	5
CAD-CKD: a computer aided diagnosis system for chronic kidney disease using automated BiGSqENet in the Internet of Things platform	5
Investigating LSTM-based time series prediction using dynamic systems measures	5
On resolving the out of vocabulary problem in DisCoCat-based quantum natural language processing	5
Honey Badger algorithm using lens opposition based learning and local search algorithm	4
YOLOv8n-EggplantDiseases: an enhanced model for accurate disease detection in eggplants	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
Handwritten signature verification system using hybrid transfer learning approach	4
A novel metaheuristic population algorithm for optimising the connection weights of neural networks	4
Fall detection algorithm based on pyramid network and feature fusion	4
Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback	4
Neural temporal code-driven stimulation in real-time using the Victor–Purpura distance	4
Automatic segmentation and detection of renal cyst using AMS-PAN and RFN-PINN approach based on ultrasound image	4
Comparing the efficiency of YOLO-M for face recognition in images and videos degraded by compression artifacts	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
Act-Reco: Development of activity recognition framework based on deep learning in the real-time environment	4
Scale-invariant object detection by adaptive convolution with unified global-local context	4
Colon disorder classification using altruistic genetic algorithm based fused deep feature selection method	4
Csa-gru: a hybrid CNN and self attention GRU for human identification using ear biometrics	4
Swarm based automatic clustering using nature inspired Emperor Penguins Colony algorithm	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
Design of an iterative method for enhanced disease detection and feature selection using particle swarm optimization, genetic algorithms, and convolutional neural networks	4
An efficient ear recognition technique based on deep ensemble learning approach	4
Motor imagery task classification using spatial–time–frequency features of EEG signals: a deep learning approach for improved performance	4
Location metadata extraction from Geosocial data of Road Accident using Deep Learning models	3
An efficient convolutional global gated recurrent-based adaptive gazelle algorithm for enhanced disease detection and classification	3
MHWF-CNN: multiscale horizontal wavelet fusion convolutional neural network with transfer learning for image classification	3
DBF-Net: a semi-supervised dual-task balanced fusion network for segmenting infected regions from lung CT images	3
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach	3
COVID-19 chest CT scan image segmentation based on chaotic gravitational search algorithm	3
Tackling over-smoothing in multi-label image classification using graphical convolution neural network	3
Very deep fully convolutional encoder–decoder network based on wavelet transform for art image fusion in cloud computing environment	3

A robust intrusion detection framework: CapsuleLSTM-TransNet with OLPO for network traffic analysis	3
Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data	3
A deep learning-based early warning model for food safety risks: evidence from the aquatic products sector in China	3
Short-term load forecasting based on successive variational mode decomposition and multi-band feature extraction	3
An explainable AI based new deep learning solution for efficient heart disease prediction at early stages	3
Optimizing kernel possibilistic fuzzy C-means clustering using metaheuristic algorithms	3
Mathematical modeling and optimization of vision transformers for disease classification in agronomic imaging	3
Lévy flight and chaos theory based gravitational search algorithm for multilayer perceptron training	3
Lagrange stability of inertial type neural networks:  A Lyapunov-Krasovskii functional approach	3
New attention-gated residual deep convolutional network for accurate lung segmentation in chest x-rays	3
Binary Mountain Gazelle Optimizer and Binary Enhanced Mountain Gazelle Optimizer for 0–1 knapsack problems and uncapacitated facilty location problems	3
Quick continual kernel learning on bounded memory space based on balancing between adaptation and forgetting	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
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
An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots	3
The auto-correlation enhanced transformer for information diffusion prediction in social networks	2
Evolving medical image classification: a three-tiered framework combining MSPLnet and IRNet-VGG19	2
Multi Kernel Polar Code using Nut cracker optimization based GAN for Successive Cancellation Decoder to attain low latency and high efficiency	2
An improved K-means clustering and optimal random forest for scheduling workloads in virtual servers	2
Deep neural network parameter tuning using harmony search for a realistic flexible job shop scheduling	2
A hybridization of multiple imputation and one-class bagging ensemble approach for missing value and class imbalance problem	2
Incorporating manifold regularization into adaptive label thresholding algorithm for online semi-supervised multi-label classification	2
RGB-D indoor semantic segmentation network based on wavelet transform	2
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language	2
Self-adaptive henry gas solubility optimizer for identification of solid oxide fuel cell	2
Hunger games search with crisscross selection and positive greedy selection mechanism and its application in feature selection in gene datasets	2
EGPIECLMAC: efficient grayscale privacy image encryption with chaos logistics maps and Arnold Cat	2
Creating an AI fashioner through deep learning and computer vision	2
ePAMeT: evolving predictive associative memories for time series	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
Efficient extraction and evaluation of hand-crafted meta-data features for Dravidian spam SMS classification	2
AMTLDC: a new adversarial multi-source transfer learning framework to diagnosis of COVID-19	2
Evaluating renewable energy projects using fuzzy bipolar soft aggregation and entropy weights	2
Adaptive deep Runge Kutta Garson’s network with node disjoint local repair protocol based multipath routing in MANET	2
AO-SAKEL: arithmetic optimization-based self-adaptive kernel extreme learning for international trade prediction	2
Chimp optimization algorithm in multilevel image thresholding and image clustering	2
Adaptive genetic algorithm-optimized temporal convolutional networks for high-precision ship traffic flow prediction	2
A new COVID-19 classification approach based on Bayesian optimization SVM kernel using chest X-ray datasets	2
Transparent rule generator random forest (TRG-RF): an interpretable random forest	2
An evolutionary approach with reliability priority to design Scada systems for water reservoirs	2
Ensemble of transfer learning and light-weight convolutional neural network model for an effective ear recognition system	2
Key influencing factors in vehicle platoons: a systematic study and review	2
Varying combination of feature extraction and modified support vector machines based prediction of myocardial infarction	2
Correction: Healthcare fraud detection using adaptive learning and deep learning techniques	2
Optimal Volterra-based nonlinear system identification using arithmetic optimization algorithm assisted with Kalman filter	2
edmABC: an improved artificial bee colony algorithm on detecting breast cancer for mammography images	2
Increasing the accuracy of an extreme learning machine using a chaos particle swarm optimization algorithm	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