International Journal of Machine Learning and Cybernetics

Article	Citations
Ensemble machine learning approach for classification of IoT devices in smart home	132
EMoSOA: a new evolutionary multi-objective seagull optimization algorithm for global optimization	86
IoT enabled depthwise separable convolution neural network with deep support vector machine for COVID-19 diagnosis and classification	85
A survey of 5G network systems: challenges and machine learning approaches	81
A self-adaptive Harris Hawks optimization algorithm with opposition-based learning and chaotic local search strategy for global optimization and feature selection	80
A novel randomised particle swarm optimizer	68
Group decision-making analysis based on linguistic q-rung orthopair fuzzy generalized point weighted aggregation operators	64
Intuitionistic fuzzy multi-stage multi-objective fixed-charge solid transportation problem in a green supply chain	61
Adversarial examples: attacks and defenses in the physical world	51
Improved TODIM method for intuitionistic fuzzy MAGDM based on cumulative prospect theory and its application on stock investment selection	50
Ensemble of feature selection algorithms: a multi-criteria decision-making approach	49
Human posture recognition based on multiple features and rule learning	45
Attention-based context aggregation network for monocular depth estimation	43
Multi-agent reinforcement learning for redundant robot control in task-space	41
Top view multiple people tracking by detection using deep SORT and YOLOv3 with transfer learning: within 5G infrastructure	40
A survey on federated learning: challenges and applications	40
A multiple-kernel clustering based intrusion detection scheme for 5G and IoT networks	39
A PSO-based deep learning approach to classifying patients from emergency departments	38
A bibliometric analysis on deep learning during 2007–2019	38
A bipartite matching-based feature selection for multi-label learning	37
Improved VGG model-based efficient traffic sign recognition for safe driving in 5G scenarios	36
EEG-based Emotion Recognition with Feature Fusion Networks	35
Neutrosophic multi-objective green four-dimensional fixed-charge transportation problem	34
Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers	33
Bilateral sensitivity analysis: a better understanding of a neural network	32

Cross-domain sentiment aware word embeddings for review sentiment analysis	32
Automatic extraction of named entities of cyber threats using a deep Bi-LSTM-CRF network	32
A parallel hybrid krill herd algorithm for feature selection	32
A novel multiple attribute decision-making approach for evaluation of emergency management schemes under picture fuzzy environment	32
Multi-view low rank sparse representation method for three-way clustering	31
Fast feature selection for interval-valued data through kernel density estimation entropy	30
Consensus model based on probability K-means clustering algorithm for large scale group decision making	30
A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction	29
Multi-view data clustering via non-negative matrix factorization with manifold regularization	29
RNON: image inpainting via repair network and optimization network	28
Attribution reduction based on sequential three-way search of granularity	27
Energy and spectrum aware unequal clustering with deep learning based primary user classification in cognitive radio sensor networks	27
MAGDM-oriented dual hesitant fuzzy multigranulation probabilistic models based on MULTIMOORA	26
Optimal Deep Learning based Convolution Neural Network for digital forensics Face Sketch Synthesis in internet of things (IoT)	26
SemiDroid: a behavioral malware detector based on unsupervised machine learning techniques using feature selection approaches	25
Density peaks clustering based on k-nearest neighbors and self-recommendation	25
Benchmarking algorithms for food localization and semantic segmentation	25
Machine translation using deep learning for universal networking language based on their structure	25
Clustering analysis through artificial algae algorithm	24
A new framework of multi-objective evolutionary algorithms for feature selection and multi-label classification of video data	24
Novel fusion strategies for continuous interval-valued q-rung orthopair fuzzy information: a case study in quality assessment of SmartWatch appearance design	24
A hybrid-attention semantic segmentation network for remote sensing interpretation in land-use surveillance	23
Conflict analysis based on three-way decision for trapezoidal fuzzy information systems	23
Double-quantitative multigranulation rough fuzzy set based on logical operations in multi-source decision systems	23
Bipolar fuzzy Petri nets for knowledge representation and acquisition considering non-cooperative behaviors	23
A two-sided matching method considering the lowest value of acceptability with regret theory for probabilistic linguistic term sets	22
DDoS detection in 5G-enabled IoT networks using deep Kalman backpropagation neural network	22
Clone detection in 5G-enabled social IoT system using graph semantics and deep learning model	20
Entropy based optimal scale combination selection for generalized multi-scale information tables	20
Regularized based implicit Lagrangian twin extreme learning machine in primal for pattern classification	20
Augmentation and heterogeneous graph neural network for AAAI2021-COVID-19 fake news detection	19
MSSL: a memetic-based sparse subspace learning algorithm for multi-label classification	18
Hierarchical multi-attention networks for document classification	18
Triple-G: a new MGRS and attribute reduction	18
Multipath feature recalibration DenseNet for image classification	18
Knowledge representation and reasoning with industrial application using interval-valued intuitionistic fuzzy Petri nets and extended TOPSIS	18
Fuzzy portfolio selection based on three-way decision and cumulative prospect theory	17
Optimal scale combination selection for multi-scale decision tables based on three-way decision	17
Imbalanced data classification based on diverse sample generation and classifier fusion	17
Two-stage multi-sided matching dispatching models based on improved BPR function with probabilistic linguistic term sets	17
Fuzzy entropies for class-specific and classification-based attribute reducts in three-way probabilistic rough set models	16
q-ROF-SIR methods and their applications to multiple attribute decision making	16
A model of three-way approximation of intuitionistic fuzzy sets	16
sEMG based hand gesture recognition with deformable convolutional network	16
Deep transfer learning-based network traffic classification for scarce dataset in 5G IoT systems	16
Fault detection of railway freight cars mechanical components based on multi-feature fusion convolutional neural network	15
A hybrid many-objective competitive swarm optimization algorithm for large-scale multirobot task allocation problem	15
L-fuzzifying approximation operators derived from general L-fuzzifying neighborhood systems	15
A new rough set model based on multi-scale covering	15
Online planning for relative optimal and safe paths for USVs using a dual sampling domain reduction-based RRT* method	15

Real-time human posture recognition using an adaptive hybrid classifier	15
Multi-expert multi-criteria decision making based on the likelihoods of interval type-2 trapezoidal fuzzy preference relations	15
A stochastic sensitivity-based multi-objective optimization method for short-term wind speed interval prediction	15
An automatic three-way clustering method based on sample similarity	15
A descriptive human visual cognitive strategy using graph neural network for facial expression recognition	15
Classifying imbalanced data using SMOTE based class-specific kernelized ELM	15
Stability analysis of incremental concept tree for concept cognitive learning	14
Brain tumor segmentation based on region of interest-aided localization and segmentation U-Net	14
Hierarchical extreme learning machine with L21-norm loss and regularization	14
Group decision making for internet public opinion emergency based upon linguistic intuitionistic fuzzy information	14
A further study on biologically inspired feature enhancement in zero-shot learning	14
Biomedical event trigger extraction based on multi-layer residual BiLSTM and contextualized word representations	14
A survey of multi-label classification based on supervised and semi-supervised learning	14
Caps-OWKG: a capsule network model for open-world knowledge graph	13
Vortex search optimization algorithm for training of feed-forward neural network	13
Routing protocol for low power and lossy network–load balancing time-based	13
A shadowed set-based three-way clustering ensemble approach	13
Multi-view document clustering based on geometrical similarity measurement	13
A new multi-period optimization model for resilient-sustainable project portfolio evaluation under interval-valued Pythagorean fuzzy sets with a case study	13
Small target deep convolution recognition algorithm based on improved YOLOv4	13
Do gradient-based explanations tell anything about adversarial robustness to android malware?	13
An improved adaptive ORB-SLAM method for monocular vision robot under dynamic environments	13
Chinese medical relation extraction based on multi-hop self-attention mechanism	13
A hybrid of XGBoost and aspect-based review mining with attention neural network for user preference prediction	13
Consensus of nonlinear multi-agent systems with fuzzy modelling uncertainties via state-constraint hybrid impulsive protocols	13
Unsupervised and supervised methods for the detection of hurriedly created profiles in recommender systems	13
Hand gesture recognition using machine learning and infrared information: a systematic literature review	13
Deep reinforcement learning based home energy management system with devices operational dependencies	13
3D transfer learning network for classification of Alzheimer’s disease with MRI	13
Balanced Graph-based regularized semi-supervised extreme learning machine for EEG classification	13
An Intelligent prediction model for UCG state based on dual-source LSTM	13
CSHE: network pruning by using cluster similarity and matrix eigenvalues	12
Twin support vector machine based on adjustable large margin distribution for pattern classification	12
An Adaptive neuro-fuzzy backstepping sliding mode controller for finite time stabilization of fractional-order uncertain chaotic systems with time-varying delays	12
Exploring of alternative representations of facial images for face recognition	12
Covering-based variable precision L-fuzzy rough sets based on residuated lattices and corresponding applications	12
Hybrid two-stream dynamic CNN for view adaptive human action recognition using ensemble learning	12
A further study on optimal scale selection in dynamic multi-scale decision information systems based on sequential three-way decisions	12
Towards unified on-road object detection and depth estimation from a single image	12
Multiplication fusion of sparse and collaborative-competitive representation for image classification	12
Feature distribution-based label correlation in multi-label classification	12
InterSentiment: combining deep neural models on interaction and sentiment for review rating prediction	12
Robust graph-based multi-view clustering in latent embedding space	12
Sentence pair modeling based on semantic feature map for human interaction with IoT devices	12
A novel density peaks clustering algorithm based on K nearest neighbors with adaptive merging strategy	12
Adaptive super-twisting sliding mode control for micro gyroscope based on double loop fuzzy neural network structure	11
Attribute reduction in formal decision contexts and its application to finite topological spaces	11
Online sequential fuzzy dropout extreme learning machine compensate for sliding-mode control system errors of uncertain robot manipulator	11
Discrete matrix factorization hashing for cross-modal retrieval	11
Building heterogeneous ensembles by pooling homogeneous ensembles	11
Algorithms of matrix recovery based on truncated Schatten p-norm	11
Exploiting deep textures for image retrieval	11
A novel intuitionistic fuzzy three-way decision model based on an intuitionistic fuzzy incomplete information system	11
Some novel distance and similarity measures for probabilistic dual hesitant fuzzy sets and their applications to MAGDM	11
Fine-grained pornographic image recognition with multiple feature fusion transfer learning	11
The Interval probabilistic double hierarchy linguistic EDAS method based on natural language processing basic techniques and its application to hotel online reviews	11
Evidence theory based optimal scale selection for multi-scale ordered decision systems	10
Accelerated inexact matrix completion algorithm via closed-form q-thresholding $$(q = 1/2, 2/3)$$ operator	10
NEWTR: a multipath routing for next hop destination in internet of things with artificial recurrent neural network (RNN)	10
Meta-path-based heterogeneous graph neural networks in academic network	10
Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation	10
RADCU-Net: residual attention and dual-supervision cascaded U-Net for retinal blood vessel segmentation	10
Linguistic-valued layered concept lattice and its rule extraction	10
Ensemble adaptive convolutional neural networks with parameter transfer for rotating machinery fault diagnosis	10
Modified action decoder using Bayesian reasoning for multi-agent deep reinforcement learning	10
Software defect prediction ensemble learning algorithm based on adaptive variable sparrow search algorithm	10
A novel federated learning approach based on the confidence of federated Kalman filters	10
Spatiotemporal attention enhanced features fusion network for action recognition	10
Localizing pedestrians in indoor environments using magnetic field data with term frequency paradigm and deep neural networks	10
Emotion-enhanced classification based on fuzzy reasoning	10
A collaborative emergency decision making approach based on BWM and TODIM under interval 2-tuple linguistic environment	10
A scalable network intrusion detection system towards detecting, discovering, and learning unknown attacks	10
Dynamic clustering collaborative filtering recommendation algorithm based on double-layer network	10
A BSC-based network DEA model equipped with computational linguistics for performance assessment and improvement	10
Data augmentation for aspect-based sentiment analysis	10
Cross channel aggregation similarity network for salient object detection	9
GDPC: generalized density peaks clustering algorithm based on order similarity	9
One-step multi-view spectral clustering by learning common and specific nonnegative embeddings	9
Knowledge granularity reduction for decision tables	9
Flat random forest: a new ensemble learning method towards better training efficiency and adaptive model size to deep forest	9

Dynamic dominance-based multigranulation rough sets approaches with evolving ordered data	9
ELM-MC: multi-label classification framework based on extreme learning machine	9
Relative measure-based approaches for ranking single-valued neutrosophic values and their applications	9
Tuning of data augmentation hyperparameters in deep learning to building construction image classification with small datasets	9
A novel multiple temporal-spatial convolution network for anode current signals classification	9
Recurrence quantification analysis of EEG signals for tactile roughness discrimination	9
Combining Boundary Detector and SND-SVM for Fast Learning	9
Performance guarantees of transformed Schatten-1 regularization for exact low-rank matrix recovery	9
A novel approach to concept-cognitive learning in interval-valued formal contexts: a granular computing viewpoint	9
Nonnegative representation based discriminant projection for face recognition	9
Ranking defects and solving countermeasures for Pythagorean fuzzy sets with hesitant degree	9
Multi-distance metric network for few-shot learning	9
Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals	9
Sparse multi-label feature selection via dynamic graph manifold regularization	8
A social immunity based approach to suppress rumors in online social networks	8
Hybrid deep graph convolutional networks	8
A few-shot fine-grained image classification method leveraging global and local structures	8
ECG arrhythmia classification based on variational mode decomposition, Shannon energy envelope and deterministic learning	8
Learning to share by masking the non-shared for multi-domain sentiment classification	8
Supervised learning algorithm based on spike optimization mechanism for multilayer spiking neural networks	8
Evolutionary neural networks for deep learning: a review	8
Dual discriminator adversarial distillation for data-free model compression	8
Multi-granulation-based knowledge discovery in incomplete generalized multi-scale decision systems	8
CovidViT: a novel neural network with self-attention mechanism to detect Covid-19 through X-ray images	8
Robust semi-supervised spatial picture fuzzy clustering with local membership and KL-divergence for image segmentation	8
Modification of the BWM and MABAC method for MAGDM based on q-rung orthopair fuzzy rough numbers	8
Remaining useful life prediction of integrated modular avionics using ensemble enhanced online sequential parallel extreme learning machine	8
A novel classification algorithm based on kernelized fuzzy rough sets	8
A transductive transfer learning approach for image classification	8
A joint extraction model of entities and relations based on relation decomposition	8
Robust metric learning based on the rescaled hinge loss	8
A robust spectral clustering algorithm based on grid-partition and decision-graph	8
Attentive convolutional gated recurrent network: a contextual model to sentiment analysis	8
Feature selection schema based on game theory and biology migration algorithm for regression problems	7
Knowledge-driven graph similarity for text classification	7
Adaptive fuzzy leader-following consensus for nonlinear multi-agent systems via state-constraint impulsive control	7
Fuzzy measure with regularization for gene selection and cancer prediction	7
Training error and sensitivity-based ensemble feature selection	7
Imitating targets from all sides: an unsupervised transfer learning method for person re-identification	7
Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization	7
A novel feature learning framework for high-dimensional data classification	7
Speed control of electric vehicle by using type-2 fuzzy neural network	7
Generating transferable adversarial examples based on perceptually-aligned perturbation	7
Sustainable competitiveness evaluation of container liners based on granular computing and social network group decision making	7
Three-way improved neighborhood entropies based on three-level granular structures	7
A novel BNMF-DNN based speech reconstruction method for speech quality evaluation under complex environments	7
Toward better prediction of recurrence for Cushing’s disease: a factorization-machine based neural approach	7
An efficiency-enhanced deep learning model for citywide crowd flows prediction	7
Multi-classification decision-making method for interval-valued intuitionistic fuzzy three-way decisions and its application in the group decision-making	7
Path-based estimation for link prediction	7
Domain adaptive attention-based dropout for one-shot person re-identification	7
Data reduction based on NN-kNN measure for NN classification and regression	7
Unsupervised person re-identification via K-reciprocal encoding and style transfer	7
Three-level and three-way uncertainty measurements for interval-valued decision systems	7
Semi-supervised attribute reduction for interval data based on misclassification cost	7
A recursive feature retention method for semi-supervised feature selection	7
Dense crowd counting based on adaptive scene division	7
Binary African vultures optimization algorithm for various optimization problems	7
A rough set based algorithm for updating the modes in categorical clustering	7
Fault detection and diagnosis for industrial processes based on clustering and autoencoders: a case of gas turbines	7
A comparative experimental evaluation on performance of type-1 and interval type-2 Takagi-Sugeno fuzzy models	7
Weakly-supervised learning for community detection based on graph convolution in attributed networks	7
Human activity recognition using pre-trained network with informative templates	7
Water atom search algorithm-based deep recurrent neural network for the big data classification based on spark architecture	6
A novel metaheuristic optimisation approach for text sentiment analysis	6
Robust adaptive iterative learning control for nonrepetitive systems with iteration-varying parameters and initial state	6
A novel method for Mandarin speech synthesis by inserting prosodic structure prediction into Tacotron2	6
A new feature selection metric for text classification: eliminating the need for a separate pruning stage	6
Iterative joint classifier and domain adaptation for visual transfer learning	6
Feature extraction and classification algorithm, which one is more essential? An experimental study on a specific task of vibration signal diagnosis	6
TSFNFS: two-stage-fuzzy-neighborhood feature selection with binary whale optimization algorithm	6
Adaptive exploration policy for exploration–exploitation tradeoff in continuous action control optimization	6
Generalized fuzzy variable precision rough sets based on bisimulations and the corresponding decision-making	6
BSSFS: binary sparrow search algorithm for feature selection	6
Improving offline handwritten Chinese text recognition with glyph-semanteme fusion embedding	6
A novel binary many-objective feature selection algorithm for multi-label data classification	6
Special issue on small data analytics	6
Partial label metric learning by collapsing classes	6
Dynamic neural orthogonal mapping for fault detection	6
A faster tensor robust PCA via tensor factorization	6
Learning to optimise general TSP instances	6
Device-free indoor localization based on sparse coding with nonconvex regularization and adaptive relaxation localization criteria	6
Intuitionistic fuzzy c-means clustering algorithm based on a novel weighted proximity measure and genetic algorithm	6
Generalized Dice measures of single valued neutrosophic type-2 hesitant fuzzy sets and their application to multi-criteria decision making problems	6
Reduced PAPR Model Predictive Control based FBMC/OQAM signal for NB-IoT paradigm	6
Towards wide-scale continuous gesture recognition model for in-depth and grayscale input videos	6
Enhanced feature Fusion structure of YOLO v5 for detecting small defects on metal surfaces	6
An improved TODIM method based on the hesitant fuzzy psychological distance measure	6
usfAD: a robust anomaly detector based on unsupervised stochastic forest	6
A hybrid grey wolf optimizer for solving the product knapsack problem	6
Underdetermined blind source separation of speech mixtures unifying dictionary learning and sparse representation	6
Efficient image segmentation through 2D histograms and an improved owl search algorithm	6
Global contextual attention for pure regression object detection	6
DEP-TSPmeta: a multiple criteria Dynamic Ensemble Pruning technique ad-hoc for time series prediction	6
Semi-supervised label enhancement via structured semantic extraction	6