Evolving Systems

Article	Citations
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	193
CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation	146
Parameter estimation based IIR system identification using improved arithmetic optimization algorithm	112
Optimizing parameter settings for hopfield neural networks using reinforcement learning	68
PolyNet-FractalNet deep feature fusion framework with modified spider monkey optimization for multi-modal biometric recognition	60
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	56
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	49
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	49
Time series anomaly detection via clustering-based representation	45
An integrated cat swarm rough set optimization algorithm for the detection of cirrhosis disease	41
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	37
A neuro Levenberg-Marquardt backpropagation approach for the human liver model	36
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	34
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	31
An autonomous centreless approach to chunk-wise data partitioning	29
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	26
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	26
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	23
Batch-enabled randomized parameter tuning for improved metaheuristic performance	22
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	21
Efficient malware detection based on machine learning for enhanced cloud privacy protection	20
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	19
A novel scheme for the roughness of neutrosophic fuzzy sets by soft relations over dual universes with application in decision analysis	18
A hybrid Fox optimization algorithm with chaotic maps and polynomial mutation for clustering applications	17
Recursive methods for updating consequent parameters in evolving fuzzy systems: a comprehensive review with computational experiments	16

Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	16
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	16
Deep learning-based compression and encryption of CT images for secure telemedicine applications	16
Reducing the number of trees in a forest using noisy features	15
Binary northern goshawk optimization for feature selection on micro array cancer datasets	14
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
A domain adaptation technique through cluster boundary integration	14
A new IoT recommendation system based on a dynamic ontology	14
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	13
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	13
Towards improvement of baseline performance for regression based human pose estimation	13
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	13
Multi-modal fusion and vision transformers for robust early AMD prediction	13
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	13
Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors	13
Obituary Edwin Lughofer (1972–2023)	12
A butterfly optimization approach for improving the performance of futuristic internet-of-things	12
Enhanced elite opposition-based manta ray foraging optimization for data clustering	12
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	12
ResUNet +  + : a comprehensive improved UNet +  + framework for volumetric semantic segmentation of brain tumor MR images	12
A hybrid jumping swarm optimization based local search approach for minimum weighted dominating set problem	12
An efficient real-time stock prediction exploiting incremental learning and deep learning	12
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	12
Optimizing path reasoning scheme to improve conversational recommendation system	12
An explainable approach to deep learning from CT-scans for Covid identification	11
A method for predicting key bogie component status under limited and non-stationary data conditions	11
Protecting transmission line in STATCOM integrated DFIG system using adaptive distance relay blocking scheme	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
Application of deep reinforcement learning in various image processing tasks: a survey	10
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	10
A novel data augmentation approach for ego-lane detection enhancement	10
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	10
Explainable AI-driven Alzheimer’s disease stage diagnosis leveraging CNN	10
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	10
Chaotic dung beetle optimization–enhanced multi-agent deep reinforcement learning for joint task offloading and resource allocation in multi-unmanned aerial vehicle internet of medical things networks	10
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	10
An effective undersampling method for biomedical named entity recognition using machine learning	10
Healthcare fraud detection using adaptive learning and deep learning techniques	9
Generalized synchronization between coupled integer, fractional and delay chaotic systems	9
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	9
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	9
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	9
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	9
A hybrid PINNs approach to capture interest rate dynamics in short-rate model	9
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	9
Coal blocking detection method for underground transfer point conveyor based on MR-CAE	9
ECTL: deep prediction of learning emotion propagation in smart teaching	8
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	8

Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	8
Computation offloading and scheduling in mobile edge networks and SDN	8
Enhancing water potability classification using a hybrid GRU with LSTM deep learning models based on relief algorithm and bayesian optimization	8
Error-weighted drift-adaptive ensemble framework for classification of streaming data	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
Adaptive stream processing on edge devices through active inference	7
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	7
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	7
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	7
Weighted FedCOM: a communication efficient approach to federated learning	7
A novel approach for classifying LEV motor bearing faults using a PSO-optimized CNN model and parameters based on transfer learning	7
A face recognition system based-ALMMo-0 classifier	7
Advanced fault detection and classification in high voltage transmission lines using deep learning integration	7
Deep residual learning-based denoiser for medical X-ray images	7
Automated forecasting model leveraging large reservoirs of randomized fuzzy cognitive maps	7
Block based ensemble learning on imbalance data stream with concept drift using enhanced particle swarm optimization	7
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	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
Application of electronic tongue combined with meta-learning and contrastive learning dual aggregation network for rapid detection of rice origins	7
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
Pixelated disparity network for hepatocellular carcinoma recognition from ultrasound images	6
Evolving knowledge representation learning with the dynamic asymmetric embedding model	6
Evolving vector quantization-aware training: an adaptive method for compressing machine learning models	6
Optimizing margin distribution for online multi-label classification	6
A multidimensional search algorithm based on serial computation for solving ultra-high dimensional optimization problems	6
A two-stage shadow removal method with multi-channel multi-scale feature fusion and stripe pooling attention	6
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	6
A novel Schweizer Sklar aggregation framework for fuzzy bipolar soft numbers in multi-criteria decision-making: application to deep learning model evaluation	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
Enhancing EMG signals: an approach with optimized adaptive filtering	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments	6
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	6
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	6
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	6
Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	5
STAC-HNN: a spatio-temporal auto-correlation based location recommendation using hypergraph neural network	5
An evolutionary algorithm-based approach for efficient design of Wiener spline non-linear adaptive filter and its experimental validation	5
A review of online supervised learning	5
A domain knowledge infused gated network using integrated sentiment prediction framework for aspect-based sentiment analysis	5
Preference-based experience sharing scheme for multi-agent reinforcement learning in multi-target environments	5
Phase-wise injury integrated severity modeling of road accidents: a two-stage hybrid multi-criteria decision-making model	5
An enhanced spider wasp optimization algorithm for multilevel thresholding-based medical image segmentation	5
eFCMG: an evolving fuzzy classifier with participatory learning and multivariable gaussian for data stream	5
Multivariate time series short term forecasting using cumulative data of coronavirus	5
GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond	5
On resolving the out of vocabulary problem in DisCoCat-based quantum natural language processing	5
Investigating LSTM-based time series prediction using dynamic systems measures	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
Correction: AFLF: a defensive framework to defeat multi-faceted adversarial attacks via attention feature fusion	5
A wild horse-assisted decentralized control strategy for a PV-battery energy storage system in a DC microgrid	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
An efficient ear recognition technique based on deep ensemble learning approach	4
Colon disorder classification using altruistic genetic algorithm based fused deep feature selection method	4
Fall detection algorithm based on pyramid network and feature fusion	4
Honey Badger algorithm using lens opposition based learning and local search algorithm	4
Automatic segmentation and detection of renal cyst using AMS-PAN and RFN-PINN approach based on ultrasound image	4
Correction: Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	4
Relocating redundant node based on similarity Graph Neural Network and Deep Neural Network with Remora Optimization in IWSN	4
Self-supervised learning for medical image analysis: a comprehensive review	4
Act-Reco: Development of activity recognition framework based on deep learning in the real-time environment	4
Lévy flight and chaos theory based gravitational search algorithm for multilayer perceptron training	4
Scale-invariant object detection by adaptive convolution with unified global-local context	4
Handwritten signature verification system using hybrid transfer learning approach	4
Swarm based automatic clustering using nature inspired Emperor Penguins Colony algorithm	4
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
CAD-CKD: a computer aided diagnosis system for chronic kidney disease using automated BiGSqENet in the Internet of Things platform	4
YOLOv8n-EggplantDiseases: an enhanced model for accurate disease detection in eggplants	4
Simulating adaptive warfare: insights from the Russia–Ukraine conflict	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
Motor imagery task classification using spatial–time–frequency features of EEG signals: a deep learning approach for improved performance	4
Design of an iterative method for enhanced disease detection and feature selection using particle swarm optimization, genetic algorithms, and convolutional neural networks	4
Correction: Dual attention-based hybrid deep learning framework for short text classification	3
Image enhancement based on optimized 2D histogram modification by krill herd 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
Research on the application of an improved Autoformer model integrating CNN-attention-BiGRU in short-term power load forecasting	3
New attention-gated residual deep convolutional network for accurate lung segmentation in chest x-rays	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
COVID-19 chest CT scan image segmentation based on chaotic gravitational search algorithm	3
A novel metaheuristic population algorithm for optimising the connection weights of neural networks	3
Mathematical modeling and optimization of vision transformers for disease classification in agronomic imaging	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
An efficient convolutional global gated recurrent-based adaptive gazelle algorithm for enhanced disease detection and classification	3
A deep learning-based early warning model for food safety risks: evidence from the aquatic products sector in China	3
A robust intrusion detection framework: CapsuleLSTM-TransNet with OLPO for network traffic analysis	3
Location metadata extraction from Geosocial data of Road Accident using Deep Learning models	3
Boundary-aware residual network for defect detection in strip steel products	3
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach	3
An explainable AI based new deep learning solution for efficient heart disease prediction at early stages	3
An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots	3
Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data	3
POETIC-NET: an augmented contextual feature representation via graph centrality relation for emotion recognition of English poetry	3
Quick continual kernel learning on bounded memory space based on balancing between adaptation and forgetting	2
Short-term load forecasting based on successive variational mode decomposition and multi-band feature extraction	2
A multi-objective evolutionary algorithm for optimization of dynamic supplemental light based on fluctuating electricity prices	2
Adaptive algorithms for YouTube channel analysis and revenue enhancement	2
Increasing the accuracy of an extreme learning machine using a chaos particle swarm optimization algorithm	2
Evaluating renewable energy projects using fuzzy bipolar soft aggregation and entropy weights	2
RGB-D indoor semantic segmentation network based on wavelet transform	2
Adaptive genetic algorithm-optimized temporal convolutional networks for high-precision ship traffic flow prediction	2
Creating an AI fashioner through deep learning and computer vision	2
Temperature and humidity prediction of mountain highway tunnel entrance road surface based on improved Bi-LSTM neural network	2
Question answering system with text mining and deep networks	2
Segmentation and germination prediction with crossover-boosted sunflower optimization for precision agriculture	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
Binary Mountain Gazelle Optimizer and Binary Enhanced Mountain Gazelle Optimizer for 0–1 knapsack problems and uncapacitated facilty location problems	2
Evolving medical image classification: a three-tiered framework combining MSPLnet and IRNet-VGG19	2
EGPIECLMAC: efficient grayscale privacy image encryption with chaos logistics maps and Arnold Cat	2
6G digital twin and CPS system promote the development of rural architectural planning	2
Hunger games search with crisscross selection and positive greedy selection mechanism and its application in feature selection in gene datasets	2
A new COVID-19 classification approach based on Bayesian optimization SVM kernel using chest X-ray datasets	2
A hybridization of multiple imputation and one-class bagging ensemble approach for missing value and class imbalance problem	2
Correction: Healthcare fraud detection using adaptive learning and deep learning techniques	2
Multidimensional acoustic feature fusion with attention-guided light weighted CNN for improved speaker recognition	2
A novel optimized remaining useful life forecasting model for lithium-ion batteries	2
Efficient extraction and evaluation of hand-crafted meta-data features for Dravidian spam SMS classification	2
Key influencing factors in vehicle platoons: a systematic study and review	2
DBF-Net: a semi-supervised dual-task balanced fusion network for segmenting infected regions from lung CT images	2
Adaptive deep Runge Kutta Garson’s network with node disjoint local repair protocol based multipath routing in MANET	2
Multi Kernel Polar Code using Nut cracker optimization based GAN for Successive Cancellation Decoder to attain low latency and high efficiency	2
AO-SAKEL: arithmetic optimization-based self-adaptive kernel extreme learning for international trade prediction	2
Adaptive local outlier factor	2
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language	2
AMTLDC: a new adversarial multi-source transfer learning framework to diagnosis of COVID-19	2
Chimp optimization algorithm in multilevel image thresholding and image clustering	2
Optimal Volterra-based nonlinear system identification using arithmetic optimization algorithm assisted with Kalman filter	2
The auto-correlation enhanced transformer for information diffusion prediction in social networks	2
ePAMeT: evolving predictive associative memories for time series	2
Lightweight block cipher algorithm identification scheme based on transformer	2
Incorporating manifold regularization into adaptive label thresholding algorithm for online semi-supervised multi-label classification	2
Ensemble of transfer learning and light-weight convolutional neural network model for an effective ear recognition system	2