Complex & Intelligent Systems

Article	Citations
Inpainting larger missing regions via progressive guidance decoding network	304
Wind speed and global radiation forecasting based on differential, deep and stochastic machine learning of patterns in 2-level historical meteo-quantity sets	160
Uncertainty as a Swiss army knife: new adversarial attack and defense ideas based on epistemic uncertainty	158
Decision support model with Pythagorean fuzzy preference relations and its application in financial early warnings	141
Strategic rationing and freshness keeping of perishable products under transportation disruptions and demand learning	139
A new machine vision detection method for identifying and screening out various large foreign objects on coal belt conveyor lines	121
Multi-agent system-based polymorphic distributed energy management for ships entering and leaving ports considering computing power resources	119
Diabetes classification application with efficient missing and outliers data handling algorithms	111
Low-power AES S-box design using dual-basis tower field extension method for cyber security applications	110
A novel group-based framework for nature-inspired optimization algorithms with adaptive movement behavior	106
Microscale search-based algorithm based on time-space transfer for automated test case generation	91
Barriers and enhance strategies for green supply chain management using continuous linear diophantine neural networks	88
Convergence and gradient algorithm of a class of neural networks based on the polygonal fuzzy numbers representation	85
A self-organizing map approach for constrained multi-objective optimization problems	84
Group decision on rationalizing disease analysis using novel distance measure on Pythagorean fuzziness	77
A human learning optimization algorithm with competitive and cooperative learning	71
A fuzzy rough copula Bayesian network model for solving complex hospital service quality assessment	65
Adaptive feature extraction and fault diagnosis for three-phase inverter based on hybrid-CNN models under variable operating conditions	65
A deep learning approach based hardware solution to categorise garbage in environment	63
Text summarization based on multi-head self-attention mechanism and pointer network	61
Continuous self-adaptive optimization to learn multi-task multi-agent	59
Structure-enhanced pairwise feature learning for face clustering	57
A bilateral context and filtering strategy-based approach to Chinese entity synonym set expansion	55
Autonomous robotic exploration with region-biased sampling and consistent decision making	55
HE-SNA: an efficient cross-platform network alignment scheme from privacy-aware perspective	54

Guest editorial for special issue “Emerging topics in evolutionary multiobjective optimization”	53
Beyond visual range maneuver intention recognition based on attention enhanced tuna swarm optimization parallel BiGRU	53
A novel dynamic reference point model for preference-based evolutionary multiobjective optimization	52
A federated approach for detecting the chest diseases using DenseNet for multi-label classification	50
The differential measure for Pythagorean fuzzy multiple criteria group decision-making	49
A two-agent one-machine multitasking scheduling problem solving by exact and metaheuristics	48
Data-driven Harris Hawks constrained optimization for computationally expensive constrained problems	48
Learning high-level robotic manipulation actions with visual predictive model	47
Non-line-of-sight target tracking with improved recurrent extreme learning machine	47
A tractor-trailer parking control scheme using adaptive dynamic programming	46
Rotation-equivariant transformer for oriented person detection of overhead fisheye images	46
A multiscale convolution neural network for bearing fault diagnosis based on frequency division denoising under complex noise conditions	45
A novel approach to optimize the production cost of railway coaches of India using situational-based composite triangular and trapezoidal fuzzy LPP models	44
A generalized TODIM-ELECTRE II method based on linguistic Z-numbers and Dempster–Shafer evidence theory with unknown weight information	44
Generalized fuzzy ideals in ordered semirings	44
Decision-making of IoT device operation based on intelligent-task offloading for improving environmental optimization	43
A genre trust model for defending shilling attacks in recommender systems	43
Bilateral network with rich semantic extractor for real-time semantic segmentation	41
Motion estimation and multi-stage association for tracking-by-detection	41
Multi-view dual-channel graph convolutional networks with multi-task learning	41
Semhybridnet: a semantically enhanced hybrid CNN-transformer network for radar pulse image segmentation	40
Adaptive encoding-based evolutionary approach for Chinese document clustering	40
An MRI image automatic diagnosis model for lumbar disc herniation using semi-supervised learning	39
Evolutionary auto-design for aircraft engine cycle	39
Coevolutionary opinion dynamics with sparse interactions in open-ended societies	39
Deep multi-layer perceptron-based evolutionary algorithm for dynamic multiobjective optimization	38
Adaptive optimal sliding-mode fault-tolerant control for nonlinear systems with disturbances and estimation errors	37
The development trend of China’s aging population: a forecast perspective	37
A competitive swarm optimizer with probabilistic criteria for many-objective optimization problems	35
HRCTNet: a hybrid network with high-resolution representation for object detection in UAV image	35
Cloud-based email phishing attack using machine and deep learning algorithm	35
Unexpected interest recommender system with graph neural network	35
Star topology convolution for graph representation learning	35
SRPM–CNN: a combined model based on slide relative position matrix and CNN for time series classification	34
Linear local tangent space alignment with autoencoder	34
A global relative similarity for inferring interactions of multi-agent systems	34
Semantic-guided autoencoder adversarial hashing for large-scale cross-modal retrieval	34
Separating hard clean samples from noisy samples with samples’ learning risk for DNN when learning with noisy labels	34
Quantum algorithms: applications, criteria and metrics	34
Clip-GCN: an adaptive detection model for multimodal emergent fake news domains	33
A novel Bayesian optimization prediction framework for four-axis industrial robot joint motion state	33
An approach to optimize the cost of transportation problem based on triangular fuzzy programming problem	33
A novel similarity algorithm for triangular cloud models based on exponential closeness and cloud drop variance	33
GHQ: grouped hybrid Q-learning for cooperative heterogeneous multi-agent reinforcement learning	33
Multi-behavior collaborative contrastive learning for sequential recommendation	33
Sound event detection in traffic scenes based on graph convolutional network to obtain multi-modal information	33
Lp-slam: language-perceptive RGB-D SLAM framework exploiting large language model	32
Robust programming for basin-level water allocation with uncertain water availability and policy-driven scenario analysis	32
Actor-critic objective penalty function method: an adaptive strategy for trajectory tracking in autonomous driving	31
Compensator-critic structure-based event-triggered decentralized tracking control of modular robot manipulators: theory and experimental verification	31

A comprehensive review of pedestrian re-identification based on deep learning	31
Dynamic modeling and infinite-dimensional observer-based control for manipulation of flexible beam by a multi-link robot	31
Multi-colony ant optimization with dynamic collaborative mechanism and cooperative game	31
Tiny adversarial multi-objective one-shot neural architecture search	30
Multi-criteria decision-making of manufacturing resources allocation for complex product system based on intuitionistic fuzzy information entropy and TOPSIS	30
Predictive air combat decision model with segmented reward allocation	29
PPSO and Bayesian game for intrusion detection in WSN from a macro perspective	29
TARGCN: temporal attention recurrent graph convolutional neural network for traffic prediction	29
Enhanced EDAS methodology for multiple-criteria group decision analysis utilizing linguistic q-rung orthopair fuzzy hamacher aggregation operators	29
A random elite ensemble learning swarm optimizer for high-dimensional optimization	29
Lane detection under artificial colored light in tunnels and on highways: an IoT-based framework for smart city infrastructure	29
TCohPrompt: task-coherent prompt-oriented fine-tuning for relation extraction	29
Repmono: a lightweight self-supervised monocular depth estimation architecture for high-speed inference	29
Enriched entity representation of knowledge graph for text generation	28
An MPA-based optimized grey Bernoulli model for China’s petroleum consumption forecasting	28
NEDORT: a novel and efficient approach to the data overlap problem in relational triples	28
Surrogate-assisted evolutionary neural architecture search with network embedding	27
Hybrid attention network with appraiser-guided loss for counterfeit luxury handbag detection	27
An integrated decision-making COPRAS approach to probabilistic hesitant fuzzy set information	27
Modeling stochastic service time for complex on-demand food delivery	27
Distributed ledger technologies in vehicular mobile edge computing: a survey	27
Quantity decisions of two-stage competitive location model based on different location modes	27
Knowledge organization of node enterprises’ technological innovation under supply chain environment	26
Eigenvalue-based entropy and spectrum of bipartite digraph	25
A practical type-3 Fuzzy control for mobile robots: predictive and Boltzmann-based learning	25
A problem-specific parallel pareto local search for the reactive decision support of a special RCPSP extension	25
An enterprise adaptive tag extraction method based on multi-feature dynamic portrait	25
Bi-preference linkage-driven artificial bee colony algorithm with multi-operator fusion	25
A two-stage maintenance and multi-strategy selection for multi-objective particle swarm optimization	25
Efficient combination graph model based on conditional random field for online multi-object tracking	25
Multi-population cooperative teaching–learning-based optimization for nonlinear equation systems	25
A new weighted extreme learning machine based on elastic net regularization embedded exponential regularized discriminative dictionary learning for image classification	25
Towards computational awareness in autonomous robots: an empirical study of computational kernels	25
SHANN: an IoT and machine-learning-assisted edge cross-layered routing protocol using spotted hyena optimizer	24
RaiseAuth: a novel bio-behavioral authentication method based on ultra-low-complexity movement	24
An integrated fuzzy model for evaluation and selection of mobile banking (m-banking) applications using new fuzzy-BWM and fuzzy-TOPSIS	24
A multi-modal and multi-scale emotion-enhanced inference model based on fuzzy recognition	24
A visually meaningful double-image encryption scheme using 2D compressive sensing and multi-rule DNA encoding	23
Fuzzy association rule mining approach to identify e-commerce product association considering sales amount	23
CARNet: Cascade attentive RefineNet for multi-lesion segmentation of diabetic retinopathy images	23
EMExplorer: an episodic memory enhanced autonomous exploration strategy with Voronoi domain conversion and invalid action masking	23
A novel non-linear neuron model based on multiplicative aggregation in quaternionic domain	23
State of health estimation of lithium-ion battery based on CNN–WNN–WLSTM	23
Collision-free path planning for welding manipulator via hybrid algorithm of deep reinforcement learning and inverse kinematics	23
A multi-layer composite identification scheme of cryptographic algorithm based on hybrid random forest and logistic regression model	23
O2O selection mode portrait and optimization for railway service enterprises based on K-means	23
Hesitant picture fuzzy linguistic prospects theory-based evidential reasoning assessment method for digital transformation solution of small and medium-sized enterprises	22
Data-driven XGBoost model for maximum stress prediction of additive manufactured lattice structures	22
A niching cross-entropy method for multimodal satellite layout optimization design	22
Hybrid evolutionary optimization for takeaway order selection and delivery path planning utilizing habit data	22
Machine learning based data collection protocol for intelligent transport systems: a real-time implementation on Dublin M50, Ireland	22
A federated data-driven evolutionary algorithm for expensive multi-/many-objective optimization	22
O-WCNN: an optimized integration of spatial and spectral feature map for arrhythmia classification	22
Deep learned vectors’ formation using auto-correlation, scaling, and derivations with CNN for complex and huge image retrieval	22
A hybrid deep kernel incremental extreme learning machine based on improved coyote and beetle swarm optimization methods	22
Embedding multi-agent reinforcement learning into behavior trees with unexpected interruptions	22
A low-light image enhancement method for personnel safety monitoring in underground coal mines	21
Evolutionary stability strategies of tacit collusion in supervised container terminals	21
Efficient relation extraction via quantum reinforcement learning	21
Human face identification after plastic surgery using SURF, Multi-KNN and BPNN techniques	21
A modified evolutionary reinforcement learning for multi-agent region protection with fewer defenders	21
Discriminative multi-scale adjacent feature for person re-identification	21
A predictive-reactive strategy for flight test task scheduling with aircraft grounding	21
A joint multi-model machine learning prediction approach based on confidence for ship stability	21
Retinal spike train decoder using vector quantization for visual scene reconstruction	21
A prediction method for dynamic multiobjective optimization based on joint subspace and correlation alignment	21
An infrastructure-assisted job scheduling and task coordination in volunteer computing-based VANET	20
Permute-MAML: exploring industrial surface defect detection algorithms for few-shot learning	20
A Lagrangian dual-based theory-guided deep neural network	20
Data hiding in encryption–compression domain	20
YS-SLAM: YOLACT++ based semantic visual SLAM for autonomous adaptation to dynamic environments of mobile robots	20
ST-V-Net: incorporating shape prior into convolutional neural networks for proximal femur segmentation	20
Online social networks security and privacy: comprehensive review and analysis	20
Weight normalization optimization movie recommendation algorithm based on three-way neural interaction networks	20
Adaptive local neighborhood information based efficient fuzzy clustering approach	19
Multi-criteria healthcare waste disposal location selection based on Fermatean fuzzy WASPAS method	19
Two view NURBS reconstruction based on GACO model	19
Representation and application of Fuzzy soft sets in type-2 environment	19
Decentralized multi-agent cooperation via adaptive partner modeling	19
Active broad learning with multi-objective evolution for data stream classification	19

Unconstrained neighbor selection for minimum reconstruction error-based K-NN classifiers	19
Neutrosophic entropy measures for the Weibull distribution: theory and applications	19
DATFNets-dynamic adaptive assigned transformer network for fire detection	19
A noise-based privacy preserving model for Internet of Things	19
Sliding-mode observers based distributed consensus control for nonlinear multi-agent systems with disturbances	18
Generative knowledge-based transfer learning for few-shot health condition estimation	18
Reversibly selective encryption for medical images based on coupled chaotic maps and steganography	18
Cohort intelligence with self-adaptive penalty function approach hybridized with colliding bodies optimization algorithm for discrete and mixed variable constrained problems	18
Fire and smoke precise detection method based on the attention mechanism and anchor-free mechanism	18
Blockchain-based green big data visualization: BGbV	18
Feature selection algorithm for usability engineering: a nature inspired approach	18
The fuzzy support vector data description based on tightness for noisy label detection	17
An optimal nuclei segmentation method based on enhanced multi-objective GWO	17
Trajectory prediction based on conditional Hamiltonian generative network for incomplete observation image sequences	17
Power aggregation operators based on Yager t-norm and t-conorm for complex q-rung orthopair fuzzy information and their application in decision-making problems	17
P2 random walk: self-supervised anomaly detection with pixel-point random walk	17
Multi-view 3D human pose reconstruction based on spatial confidence point group for jump analysis in figure skating	17
Knowledge representation for explainable artificial intelligence	17
Adaptive dynamic programming-based feature tracking control of visual servoing manipulators with unknown dynamics	17
Modeling and control of a hexacopter with a passive manipulator for aerial manipulation	17
A knee point-driven many-objective pigeon-inspired optimization algorithm	17
Mutual learning-based efficient synchronization of neural networks to exchange the neural key	17
Motif-h: a novel functional backbone extraction for directed networks	16
A multi-level collaborative self-distillation learning for improving adaptive inference efficiency	16
Two-stage improved Grey Wolf optimization algorithm for feature selection on high-dimensional classification	16
Fermatean fuzzy copula aggregation operators and similarity measures-based complex proportional assessment approach for renewable energy source selection	16
Construction and analysis of multi-relationship bipartite network model	16
Machine remaining life prediction based on multi-layer self-attention and temporal convolution network	16
MKER: multi-modal knowledge extraction and reasoning for future event prediction	16
A communication-based identification of critical drones in malicious drone swarm networks	16
A FDA-based multi-robot cooperation algorithm for multi-target searching in unknown environments	16
Modified artificial bee colony algorithm for solving mixed interval-valued fuzzy shortest path problem	16
Improved cosine and cotangent function-based similarity measures for q-rung orthopair fuzzy sets and TOPSIS method	16
Mutually reinforcing non-local neural networks for semantic segmentation	16
Missile guidance with assisted deep reinforcement learning for head-on interception of maneuvering target	16
Imperceptible black-box waveform-level adversarial attack towards automatic speaker recognition	15
ACGND: towards lower complexity and fast solution for dynamic tensor inversion	15
Joint entity and relation extraction combined with multi-module feature information enhancement	15
Online group streaming feature selection using entropy-based uncertainty measures for fuzzy neighborhood rough sets	15
Three factor authentication system with modified ECC based secured data transfer: untrusted cloud environment	15
Formal context reduction in deriving concept hierarchies from corpora using adaptive evolutionary clustering algorithm star	15
Compact interactive dual-branch network for real-time semantic segmentation	15
Multi-view subspace clustering based on multi-order neighbor diffusion	15
Transformer fusion-based scale-aware attention network for multispectral victim detection	15
Optimal saturated information load analysis for enhancing robustness in unmanned swarms system	15
Data-driven optimization for last-mile delivery	15
PROUD-MAL: static analysis-based progressive framework for deep unsupervised malware classification of windows portable executable	15
DIB-UAP: enhancing the transferability of universal adversarial perturbation via deep information bottleneck	15
The dilemma between eliminating dominance-resistant solutions and preserving boundary solutions of extremely convex Pareto fronts	15
A hybrid model to improve IC-related metrics of semantic similarity between words	15
Indirect adaptive observer control (I-AOC) design for truck–trailer model based on T–S fuzzy system with unknown nonlinear function	15
Multi-objective rain optimization algorithm with WELM model for customer churn prediction in telecommunication sector	15
Selection of third party reverses logistic providers: an approach of BCF-CRITIC-MULTIMOORA using Archimedean power aggregation operators	15
A novel sEMG-based force estimation method using deep-learning algorithm	15
Multi-layer stacking ensemble learners for low footprint network intrusion detection	14
Machine learning-based framework to cover optimal Pareto-front in many-objective optimization	14
Correction to: Big data analytics and knowledge discovery for urban computing and intelligence	14
RETRACTED ARTICLE: Intelligent power management based on multi-objective cost function for plug-in biogas hybrid vehicles under uncertain driving conditions	14
A baseline-reactive scheduling method for carrier-based aircraft maintenance tasks	14
Common-weights fuzzy DEA model in the presence of undesirable outputs with ideal and anti-ideal points: development and prospects	14
Optimization-driven distribution of relief materials in emergency disasters	14
Correction to: Joint metric learning of local and global features for vehicle re-identification	14
A hybrid temporal convolutional network and Prophet model for power load forecasting	14
Discrete matrix factorization cross-modal hashing with multi-similarity consistency	14
Improved NSGA-II for energy-efficient distributed no-wait flow-shop with sequence-dependent setup time	14
Rainfall and runoff time-series trend analysis using LSTM recurrent neural network and wavelet neural network with satellite-based meteorological data: case study of Nzoia hydrologic basin	14
Correction to: A weighted least squares optimisation strategy for medical image super resolution via multiscale convolutional neural networks for healthcare applications	14
A fast and efficient algorithm for DNA sequence similarity identification	14
Manifold learning for novelty detection and its application in gesture recognition	13
Correction to: Control in the loop for synchronization of nonlinear chaotic systems via adaptive intuitionistic neuro-fuzzy: a comparative study	13
Correction to: MDSTF: a multi-dimensional spatio-temporal feature fusion trajectory prediction model for autonomous driving	13
DCTnet: a double-channel transformer network for peach disease detection using UAVs	13
MVSGS: Gaussian splatting radiation field enhancement using multi-view stereo	13
The algorithm for foggy weather target detection based on YOLOv5 in complex scenes	13
Face super-resolution via iterative collaboration between multi-attention mechanism and landmark estimation	13
Retraction Note: Extentions of neutrosophic cubic sets via complex fuzzy sets with application	13
IHWC: intelligent hidden web crawler for harvesting data in urban domains	13
Complete area-coverage path planner for surface cleaning in hospital settings using mobile dual-arm robot and GBNN with heuristics	13
Travel route recommendation with a trajectory learning model	13
ATBHC-YOLO: aggregate transformer and bidirectional hybrid convolution for small object detection	13
A dynamic dropout self-distillation method for object segmentation	13
DVGEDR: a drug repositioning method based on dual-view fusion and graph enhancement mechanism in heterogeneous networks	13
XTNSR: Xception-based transformer network for single image super resolution	13
MFPIDet: improved YOLOV7 architecture based on multi-scale feature fusion for prohibited item detection in complex environment	13
RMGANets: reinforcement learning-enhanced multi-relational attention graph-aware network for anti-money laundering detection	13
Correction to: Sleep-wakeup scheduling algorithm for lifespan maximization of directional sensor networks: a discrete cuckoo search optimization algorithm	13
Towards accurate anomaly detection for cloud system via graph-enhanced contrastive learning	13
LCANet: a model for analysis of students real-time sentiment by integrating attention mechanism and joint loss function	13
Segment anything model for few-shot medical image segmentation with domain tuning	13
An instance-based deep transfer learning method for quality identification of Longjing tea from multiple geographical origins	12
BPLC + NOSO: backpropagation of errors based on latency code with neurons that only spike once at most	12
A new approach to investigate the effects of artificial neural networks based on bipolar complex spherical fuzzy information	12
Development and evaluation of demonstration information recording approach for wheelchair mounted robotic arm	12
A consensus algorithm based on the worst consistency index of hesitant fuzzy preference relations in group decision-making	12
Study on non-iterative algorithms for center-of-sets type-reduction of Takagi–Sugeno–Kang type general type-2 fuzzy logic systems	12