Evolving Systems

Article	Citations
Time series anomaly detection via clustering-based representation	188
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	84
Optimizing parameter settings for hopfield neural networks using reinforcement learning	69
CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation	57
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	51
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	48
PolyNet-FractalNet deep feature fusion framework with modified spider monkey optimization for multi-modal biometric recognition	45
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	43
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	41
Parameter estimation based IIR system identification using improved arithmetic optimization algorithm	40
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	37
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	36
Reducing the number of trees in a forest using noisy features	33
An autonomous centreless approach to chunk-wise data partitioning	27
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	26
Batch-enabled randomized parameter tuning for improved metaheuristic performance	24
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	22
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	22
Efficient malware detection based on machine learning for enhanced cloud privacy protection	22
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	22
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	21
Deep learning-based compression and encryption of CT images for secure telemedicine applications	19
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	18
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	17
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	16

Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	15
A domain adaptation technique through cluster boundary integration	14
A random deep neural system for heartbeat classification	14
Binary northern goshawk optimization for feature selection on micro array cancer datasets	14
A new IoT recommendation system based on a dynamic ontology	13
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	13
Evolving fault-tolerant control models for optimized big data transmission in power systems using crossover-based chimp optimization	13
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	13
Deep autoencoder-driven feature learning and meta-heuristic optimized machine learning modelling for crop water stress identification	13
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	12
Multi-modal fusion and vision transformers for robust early AMD prediction	12
Towards improvement of baseline performance for regression based human pose estimation	12
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	12
A butterfly optimization approach for improving the performance of futuristic internet-of-things	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
An efficient real-time stock prediction exploiting incremental learning and deep learning	11
Obituary Edwin Lughofer (1972–2023)	10
An explainable approach to deep learning from CT-scans for Covid identification	10
A hybrid jumping swarm optimization based local search approach for minimum weighted dominating set problem	9
Feature dimensionality reduction via homological properties of observability	9
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	9
A novel data augmentation approach for ego-lane detection enhancement	9
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	9
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	9
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	9
An effective undersampling method for biomedical named entity recognition using machine learning	9
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	9
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	9
A method for predicting key bogie component status under limited and non-stationary data conditions	9
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	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	8
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	8
Application of deep reinforcement learning in various image processing tasks: a survey	8
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	8
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	8
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	8
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	8
Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	8
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	7
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	7
A novel approach for classifying LEV motor bearing faults using a PSO-optimized CNN model and parameters based on transfer learning	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
Simultaneous feature selection and SVM optimization based on fuzzy signature and chaos GOA	7
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	7
Adaptive model based on ESN for anomaly detection in industrial systems	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	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6

Evolving knowledge representation learning with the dynamic asymmetric embedding model	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
A face recognition system based-ALMMo-0 classifier	6
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	6
Regular development strategy model and algorithm solution of non-renewable resources	6
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	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
Evolving hyperbox fuzzy modeling	6
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	6
An evolutionary algorithm-based approach for efficient design of Wiener spline non-linear adaptive filter and its experimental validation	5
A domain knowledge infused gated network using integrated sentiment prediction framework for aspect-based sentiment analysis	5
eFCMG: an evolving fuzzy classifier with participatory learning and multivariable gaussian for data stream	5
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	5
Nonlinear dynamical system iteration applied in video face feature extraction and recognition	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
Optimizing margin distribution for online multi-label classification	5
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	5
A review of online supervised learning	5
Multivariate time series short term forecasting using cumulative data of coronavirus	5
Honey Badger algorithm using lens opposition based learning and local search algorithm	4
Handwritten signature verification system using hybrid transfer learning approach	4
Investigating LSTM-based time series prediction using dynamic systems measures	4
STAC-HNN: a spatio-temporal auto-correlation based location recommendation using hypergraph neural network	4
A new hybrid incremental learning system for an enhanced KNN algorithm (hoKNN)	4
DEES-breast: deep end-to-end system for an early breast cancer classification	4
Correction: AFLF: a defensive framework to defeat multi-faceted adversarial attacks via attention feature fusion	4
Csa-gru: a hybrid CNN and self attention GRU for human identification using ear biometrics	4
Automatic segmentation and detection of renal cyst using AMS-PAN and RFN-PINN approach based on ultrasound image	4
Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	4
An enhanced spider wasp optimization algorithm for multilevel thresholding-based medical image segmentation	4
Preference-based experience sharing scheme for multi-agent reinforcement learning in multi-target environments	4
On resolving the out of vocabulary problem in DisCoCat-based quantum natural language processing	4
Self-supervised learning for medical image analysis: a comprehensive review	4
Correction: Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	4
Design of an iterative method for enhanced disease detection and feature selection using particle swarm optimization, genetic algorithms, and convolutional neural networks	4
CAD-CKD: a computer aided diagnosis system for chronic kidney disease using automated BiGSqENet in the Internet of Things platform	4
GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond	4
Phase-wise injury integrated severity modeling of road accidents: a two-stage hybrid multi-criteria decision-making model	4
Comparing the efficiency of YOLO-M for face recognition in images and videos degraded by compression artifacts	4
Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback	3
Fall detection algorithm based on pyramid network and feature fusion	3
A wild horse-assisted decentralized control strategy for a PV-battery energy storage system in a DC microgrid	3
Neural temporal code-driven stimulation in real-time using the Victor–Purpura distance	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
Motor imagery task classification using spatial–time–frequency features of EEG signals: a deep learning approach for improved performance	3
Lévy flight and chaos theory based gravitational search algorithm for multilayer perceptron training	3
YOLOv8n-EggplantDiseases: an enhanced model for accurate disease detection in eggplants	3
An efficient ear recognition technique based on deep ensemble learning approach	3
An explainable AI based new deep learning solution for efficient heart disease prediction at early stages	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
A novel metaheuristic population algorithm for optimising the connection weights of neural networks	3
Swarm based automatic clustering using nature inspired Emperor Penguins Colony algorithm	3
Score level fusion of major and minor finger knuckle patterns based symmetric sum-based rules for person authentication	3
Tackling over-smoothing in multi-label image classification using graphical convolution neural network	3
An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots	3
COVID-19 chest CT scan image segmentation based on chaotic gravitational search algorithm	3
Quick continual kernel learning on bounded memory space based on balancing between adaptation and forgetting	2
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings	2
New attention-gated residual deep convolutional network for accurate lung segmentation in chest x-rays	2
Optimizing kernel possibilistic fuzzy C-means clustering using metaheuristic algorithms	2
Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data	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
A hybridization of multiple imputation and one-class bagging ensemble approach for missing value and class imbalance problem	2
Question answering system with text mining and deep networks	2
Evolving medical image classification: a three-tiered framework combining MSPLnet and IRNet-VGG19	2
Ensemble of transfer learning and light-weight convolutional neural network model for an effective ear recognition system	2
Adaptive deep Runge Kutta Garson’s network with node disjoint local repair protocol based multipath routing in MANET	2
MHWF-CNN: multiscale horizontal wavelet fusion convolutional neural network with transfer learning for image classification	2
Research on the application of an improved Autoformer model integrating CNN-attention-BiGRU in short-term power load forecasting	2
Location metadata extraction from Geosocial data of Road Accident using Deep Learning models	2
Lagrange stability of inertial type neural networks:  A Lyapunov-Krasovskii functional approach	2
The auto-correlation enhanced transformer for information diffusion prediction in social networks	2
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language	2
Optimal Volterra-based nonlinear system identification using arithmetic optimization algorithm assisted with Kalman filter	2
Multi Kernel Polar Code using Nut cracker optimization based GAN for Successive Cancellation Decoder to attain low latency and high efficiency	2

Temperature and humidity prediction of mountain highway tunnel entrance road surface based on improved Bi-LSTM neural network	2
An improved K-means clustering and optimal random forest for scheduling workloads in virtual servers	2
Cluster head selection using hesitant fuzzy and firefly algorithm in wireless sensor networks	2
AMTLDC: a new adversarial multi-source transfer learning framework to diagnosis of COVID-19	2
An evolutionary approach with reliability priority to design Scada systems for water reservoirs	2
Deep neural network parameter tuning using harmony search for a realistic flexible job shop scheduling	2
An efficient convolutional global gated recurrent-based adaptive gazelle algorithm for enhanced disease detection and classification	2
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach	2
Ant colony optimization technique for integrating renewable DG in distribution system with techno-economic objectives	2
Varying combination of feature extraction and modified support vector machines based prediction of myocardial infarction	2
A new COVID-19 classification approach based on Bayesian optimization SVM kernel using chest X-ray datasets	2
Evaluating renewable energy projects using fuzzy bipolar soft aggregation and entropy weights	2
Creating an AI fashioner through deep learning and computer vision	2
ePAMeT: evolving predictive associative memories for time series	2
DBF-Net: a semi-supervised dual-task balanced fusion network for segmenting infected regions from lung CT images	2
RGB-D indoor semantic segmentation network based on wavelet transform	2