Journal of Supercomputing

Article	Citations
Dung beetle optimizer: a new meta-heuristic algorithm for global optimization	444
AI-based smart prediction of clinical disease using random forest classifier and Naive Bayes	156
A novel LSTM–CNN–grid search-based deep neural network for sentiment analysis	116
Using deep belief network to construct the agricultural information system based on Internet of Things	107
Smart home security: challenges, issues and solutions at different IoT layers	102
Smart healthcare in smart cities: wireless patient monitoring system using IoT	101
An optimized hybrid deep learning model using ensemble learning approach for human walking activities recognition	95
Amended hybrid multi-verse optimizer with genetic algorithm for solving task scheduling problem in cloud computing	92
Towards design and implementation of security and privacy framework for Internet of Medical Things (IoMT) by leveraging blockchain and IPFS technology	88
A survey on computation offloading and service placement in fog computing-based IoT	81
Energy-efficient cluster head selection through relay approach for WSN	79
Classification of brain tumors from MR images using deep transfer learning	76
An improved anomaly detection model for IoT security using decision tree and gradient boosting	72
A hybrid OBL-based firefly algorithm with symbiotic organisms search algorithm for solving continuous optimization problems	62
Load balancing in cloud computing environment using the Grey wolf optimization algorithm based on the reliability: performance evaluation	61
A systematic study of load balancing approaches in the fog computing environment	57
Automatic detection of depression symptoms in twitter using multimodal analysis	54
An intelligent internet of things-based secure healthcare framework using blockchain technology with an optimal deep learning model	51
K-DBSCAN: An improved DBSCAN algorithm for big data	51
A systematic survey of data mining and big data analysis in internet of things	46
An efficient binary chaotic symbiotic organisms search algorithm approaches for feature selection problems	46
A secure blockchain-based group key agreement protocol for IoT	44
CMODLB: an efficient load balancing approach in cloud computing environment	43
Stock exchange trading optimization algorithm: a human-inspired method for global optimization	43
A symbiosis of arithmetic optimizer with slime mould algorithm for improving global optimization and conventional design problem	43

Extreme learning machine and bayesian optimization-driven intelligent framework for IoMT cyber-attack detection	42
Containerization technologies: taxonomies, applications and challenges	41
Blockchain-based solutions for security, privacy, and trust management in vehicular networks: a survey	41
Bidirectional LSTM-RNN-based hybrid deep learning frameworks for univariate time series classification	41
A dynamic VM consolidation approach based on load balancing using Pearson correlation in cloud computing	40
Localization of sensor nodes in wireless sensor networks using bat optimization algorithm with enhanced exploration and exploitation characteristics	39
Elite learning Harris hawks optimizer for multi-objective task scheduling in cloud computing	39
An improved DQN path planning algorithm	38
Considerations about learning Word2Vec	38
cTMvSDN: improving resource management using combination of Markov-process and TDMA in software-defined networking	38
A bi-objective task scheduling approach in fog computing using hybrid fireworks algorithm	38
A new hybrid algorithm for path planning of mobile robot	38
Development of a yoga posture coaching system using an interactive display based on transfer learning	38
Feature engineering and deep learning-based intrusion detection framework for securing edge IoT	37
Load balancing of IoT tasks in the cloud computing by using sparrow search algorithm	36
Secure communication between UAVs using a method based on smart agents in unmanned aerial vehicles	36
Mid-term electricity load prediction using CNN and Bi-LSTM	35
Intelligent malware detection based on graph convolutional network	35
A blockchain-based intelligent anti-switch package in tracing logistics system	34
Automated segmentation of leukocyte from hematological images—a study using various CNN schemes	34
Discrete hybrid cuckoo search and simulated annealing algorithm for solving the job shop scheduling problem	34
A novel transfer learning approach for the classification of histological images of colorectal cancer	34
TRAM: Technique for resource allocation and management in fog computing environment	33
Comprehensive survey on energy-aware server consolidation techniques in cloud computing	33
Towards sustainable smart IoT applications architectural elements and design: opportunities, challenges, and open directions	33
A hybrid CNN-LSTM model for predicting server load in cloud computing	33
An intelligent fault detection approach based on reinforcement learning system in wireless sensor network	33
Discrete Jaya with refraction learning and three mutation methods for the permutation flow shop scheduling problem	32
Multi-objective optimal allocation of regional water resources based on slime mould algorithm	32
Efficient number theoretic transform implementation on GPU for homomorphic encryption	32
A deep learning approach in predicting products’ sentiment ratings: a comparative analysis	32
Financial causal sentence recognition based on BERT-CNN text classification	31
FONS: a fog orchestrator node selection model to improve application placement in fog computing	31
A bio-inspired privacy-preserving framework for healthcare systems	31
Efficient designs of quantum-dot cellular automata multiplexer and RAM with physical proof along with power analysis	30
Kubernetes in IT administration and serverless computing: An empirical study and research challenges	30
PSO-RDAL: particle swarm optimization-based resource- and deadline-aware dynamic load balancer for deadline constrained cloud tasks	30
Sliding window-based LightGBM model for electric load forecasting using anomaly repair	30
A hybrid bi-objective scheduling algorithm for execution of scientific workflows on cloud platforms with execution time and reliability approach	30
The improvement in obstacle detection in autonomous vehicles using YOLO non-maximum suppression fuzzy algorithm	29
Deep neural network-based fusion model for emotion recognition using visual data	29
Deep learning techniques for tumor segmentation: a review	29
RETRACTED ARTICLE: FSO-LSTM IDS: hybrid optimized and ensembled deep-learning network-based intrusion detection system for smart networks	29
Protection of data privacy from vulnerability using two-fish technique with Apriori algorithm in data mining	29
A latency-aware task scheduling algorithm for allocating virtual machines in a cost-effective and time-sensitive fog-cloud architecture	28
Regional steel price index forecasts with neural networks: evidence from east, south, north, central south, northeast, southwest, and northwest China	28
Improved authentication and computation of medical data transmission in the secure IoT using hyperelliptic curve cryptography	28
Forecasting peak energy demand for smart buildings	28
Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic	28
Tool wear prediction using convolutional bidirectional LSTM networks	28

AIEMLA: artificial intelligence enabled machine learning approach for routing attacks on internet of things	28
Human pose, hand and mesh estimation using deep learning: a survey	28
E2LG: a multiscale ensemble of LSTM/GAN deep learning architecture for multistep-ahead cloud workload prediction	28
LBTM: A lightweight blockchain-based trust management system for social internet of things	28
An optimized image watermarking algorithm based on SVD and IWT	28
Provably secure authentication key exchange scheme using fog nodes in vehicular ad hoc networks	27
Consensus-based bundle algorithm with local replanning for heterogeneous multi-UAV system in the time-sensitive and dynamic environment	27
Novel design and simulation of reversible ALU in quantum dot cellular automata	27
A hybrid machine learning approach for detecting unprecedented DDoS attacks	27
EIDM: deep learning model for IoT intrusion detection systems	27
A survey of energy-saving technologies in cloud data centers	26
F-LEACH: a fuzzy-based data aggregation scheme for healthcare IoT systems	26
Analytical models for availability evaluation of edge and fog computing nodes	26
RETRACTED ARTICLE: An improved privacy-preserving data mining technique using singular value decomposition with three-dimensional rotation data perturbation	26
Hierarchical clustering and routing protocol to ensure scalability and reliability in large-scale wireless sensor networks	26
A CNN-BiLSTM model with attention mechanism for earthquake prediction	26
Corona virus optimization (CVO): a novel optimization algorithm inspired from the Corona virus pandemic	25
Implementation of real estate contract system using zero knowledge proof algorithm based blockchain	25
Quasi oppositional Aquila optimizer-based task scheduling approach in an IoT enabled cloud environment	25
A blockchain-based secure storage and access control scheme for supply chain finance	25
A multi-label ensemble predicting model to service recommendation from social media contents	25
Hybrid binary arithmetic optimization algorithm with simulated annealing for feature selection in high-dimensional biomedical data	25
SA-ASBA: a hybrid model for aspect-based sentiment analysis using synthetic attention in pre-trained language BERT model with extreme gradient boosting	25
Design and implementation of a cloud-based event-driven architecture for real-time data processing in wireless sensor networks	25
Stock price prediction based on LSTM and LightGBM hybrid model	25
Traffic sign detection based on improved faster R-CNN for autonomous driving	25
An investigation and comparison of machine learning approaches for intrusion detection in IoMT network	25
Structure-preserving NPR framework for image abstraction and stylization	25
FPGA acceleration on a multi-layer perceptron neural network for digit recognition	24
Recognition of food type and calorie estimation using neural network	24
Addressing the class imbalance problem in network intrusion detection systems using data resampling and deep learning	24
Emotion recognition framework using multiple modalities for an effective human–computer interaction	24
Adoption value of deep learning and serological indicators in the screening of atrophic gastritis based on artificial intelligence	24
Multivariate workload and resource prediction in cloud computing using CNN and GRU by attention mechanism	24
Driver attention prediction based on convolution and transformers	23
A novel state transition simulated annealing algorithm for the multiple traveling salesmen problem	23
Multi-objective NSGA-II optimization framework for UAV path planning in an UAV-assisted WSN	23
Deep learning-based algorithm for vehicle detection in intelligent transportation systems	23
ETA-HP: an energy and temperature-aware real-time scheduler for heterogeneous platforms	23
Dynamic and scalable multi-level trust management model for Social Internet of Things	23
A comparative analysis of meta-heuristic optimization algorithms for feature selection on ML-based classification of heart-related diseases	23
Energy-saving distributed monitoring-based firefly algorithm in wireless sensors networks	22
A new deep intuitionistic fuzzy time series forecasting method based on long short-term memory	22
Trend analysis using agglomerative hierarchical clustering approach for time series big data	22
FPGA-based accelerator for object detection: a comprehensive survey	22
FAGWO-H: A hybrid method towards fault-tolerant cluster-based routing in wireless sensor network for IoT applications	22
An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning	22
Cyber-physical systems for structural health monitoring: sensing technologies and intelligent computing	22
Attention-based Conv-LSTM and Bi-LSTM networks for large-scale traffic speed prediction	22
An efficient U-Net framework for lung nodule detection using densely connected dilated convolutions	22
A queuing theory model for fog computing	22
The performances of iterative type-2 fuzzy C-mean on GPU for image segmentation	22
A firefly algorithm for power management in wireless sensor networks (WSNs)	21
An ACO-based multi-objective optimization for cooperating VM placement in cloud data center	21
A cluster-tree-based energy-efficient routing protocol for wireless sensor networks with a mobile sink	21
Energy-efficient polyglot persistence database live migration among heterogeneous clouds	21
An optimized FP-growth algorithm for discovery of association rules	21
IoT-fog-based healthcare 4.0 system using blockchain technology	21
GSAGA: A hybrid algorithm for task scheduling in cloud infrastructure	21
Efficient design and implementation of a robust coplanar crossover and multilayer hybrid full adder–subtractor using QCA technology	21
Optimal fault-tolerant quantum comparators for image binarization	21
A novel method to improve computational and classification performance of rice plant disease identification	21
Searchable encryption on the cloud: a survey	21
ACNN-TL: attention-based convolutional neural network coupling with transfer learning and contextualized word representation for enhancing the performance of sentiment classification	21
A deep learning-based CEP rule extraction framework for IoT data	21
RETRACTED ARTICLE: A novel IoT–fog–cloud-based healthcare system for monitoring and predicting COVID-19 outspread	21
Auditable attribute-based data access control using blockchain in cloud storage	20
Multilevel thresholding using an improved cuckoo search algorithm for image segmentation	20
The predicting public sentiment evolution on public emergencies under deep learning and internet of things	20
RETRACTED ARTICLE: Intrusion detection based on machine learning in the internet of things, attacks and counter measures	20
A genetic-based approach for service placement in fog computing	20
Automated detection of age-related macular degeneration using a pre-trained deep-learning scheme	20
Performance evaluation and optimization of a task offloading strategy on the mobile edge computing with edge heterogeneity	20
Improved salp swarm algorithm based on the levy flight for feature selection	20
Optimized task scheduling and preemption for distributed resource management in fog-assisted IoT environment	20
Token-based approach in distributed mutual exclusion algorithms: a review and direction to future research	20
Mapping techniques in multicore processors: current and future trends	20
Investigating multiple defects on a new fault-tolerant three-input QCA majority gate	20
Quantum-inspired binary chaotic salp swarm algorithm (QBCSSA)-based dynamic task scheduling for multiprocessor cloud computing systems	20
An evolutionary game approach to IoT task offloading in fog-cloud computing	20

Performance optimization in delay tolerant networks using backtracking algorithm for fully credits distribution to contrast selfish nodes	20
OKCM: improving parallel task scheduling in high-performance computing systems using online learning	19
An enhanced AHP-TOPSIS-based clustering algorithm for high-quality live video streaming in flying ad hoc networks	19
A transfer learning-based efficient spatiotemporal human action recognition framework for long and overlapping action classes	19
Blockchain-based cloud storage system with CP-ABE-based access control and revocation process	19
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data	19
A dual-stage attention-based Bi-LSTM network for multivariate time series prediction	19
OFP-TM: an online VM failure prediction and tolerance model towards high availability of cloud computing environments	19
OG-RADL: overall performance-based resource-aware dynamic load-balancer for deadline constrained Cloud tasks	19
A novel approach for multilevel multi-secret image sharing scheme	19
Replication and data management-based workflow scheduling algorithm for multi-cloud data centre platform	19
Reliability-aware task scheduling for energy efficiency on heterogeneous multiprocessor systems	19
Provably secure lightweight client authentication scheme with anonymity for TMIS using chaotic hash function	19
Kubernetes distributions for the edge: serverless performance evaluation	19
The implementation of data storage and analytics platform for big data lake of electricity usage with spark	19
Hybrid cryptographic approach to enhance the mode of key management system in cloud environment	19
A formally verified blockchain-based decentralised authentication scheme for the internet of things	18
Knowledge-based virtual outdoor weather event simulator using unity 3D	18
Distributed intrusion detection scheme using dual-axis dimensionality reduction for Internet of things (IoT)	18
Mobile robot path planning using improved mayfly optimization algorithm and dynamic window approach	18
Efficient resource utilization using multi-step-ahead workload prediction technique in cloud	18
Deep knowledge-aware framework for web service recommendation	18
Availability model for edge-fog-cloud continuum: an evaluation of an end-to-end infrastructure of intelligent traffic management service	18
A framework of genetic algorithm-based CNN on multi-access edge computing for automated detection of COVID-19	18
Anti-aliasing convolution neural network of finger vein recognition for virtual reality (VR) human–robot equipment of metaverse	18
Hybrid deep transfer learning architecture for industrial fault diagnosis using Hilbert transform and DCNN–LSTM	18
HybriDroid: an empirical analysis on effective malware detection model developed using ensemble methods	18
Optimal circulant graphs as low-latency network topologies	18
Fault diagnosis of actuator damage in UAVs using embedded recorded data and stacked machine learning models	18
An evolutionary multi-hidden Markov model for intelligent threat sensing in industrial internet of things	18
Chaotic-based divide-and-conquer feature selection method and its application in cardiac arrhythmia classification	18
A privacy-preserving multidimensional data aggregation scheme with secure query processing for smart grid	17
Prediction of IIoT traffic using a modified whale optimization approach integrated with random forest classifier	17
Building a model to exploit association rules and analyze purchasing behavior based on rough set theory	17
Construction and verification of color fundus image retinal vessels segmentation algorithm under BP neural network	17
A novel decentralized security architecture against sybil attack in RPL-based IoT networks: a focus on smart home use case	17
Improved discrete salp swarm algorithm using exploration and exploitation techniques for feature selection in intrusion detection systems	17
Design of an IoT DDoS attack prediction system based on data mining technology	17
Algorithms and software for data mining and machine learning: a critical comparative view from a systematic review of the literature	17
Hybrid feature selection based on SLI and genetic algorithm for microarray datasets	17
A novel weight-oriented graph convolutional network for aspect-based sentiment analysis	17
Blockchain-based mutual authentication protocol without CA	17
Accelerating Louvain community detection algorithm on graphic processing unit	17
AI-enabled device digital forensics for smart cities	17
The use of remote sensing satellite using deep learning in emergency monitoring of high-level landslides disaster in Jinsha River	17
Collaborative detection and mitigation of DDoS in software-defined networks	17
Blockchain technology applications in the health domain: a multivocal literature review	17
A hybrid deep learning approach for skin cancer diagnosis using subband fusion of 3D wavelets	17
A hybrid list-based task scheduling scheme for heterogeneous computing	17
A deep learning based approach for predicting the demand of electric vehicle charge	17
Colony search optimization algorithm using global optimization	17
RAPCHI: Robust authentication protocol for IoMT-based cloud-healthcare infrastructure	17
Hybrid-based framework for COVID-19 prediction via federated machine learning models	16
Classification of resource management approaches in fog/edge paradigm and future research prospects: a systematic review	16
PyDTNN: A user-friendly and extensible framework for distributed deep learning	16
A robust MRI-based brain tumor classification via a hybrid deep learning technique	16
Influences of mobile edge computing-based service preloading on the early-warning of financial risks	16
Adaptive infinite impulse response system identification using an enhanced golden jackal optimization	16
An intelligent cloud computing of trunk logistics alliance based on blockchain and big data	16
People-centric collective intelligence: decentralized and enhanced privacy mobile crowd sensing based on blockchain	16
PSO+LOA: hybrid constrained optimization for scheduling scientific workflows in the cloud	16
PG-RNN: using position-gated recurrent neural networks for aspect-based sentiment classification	16
Application of edge computing combined with deep learning model in the dynamic evolution of network public opinion in emergencies	16
An application of MOGW optimization for feature selection in text classification	16
Community detection in complex networks using stacked autoencoders and crow search algorithm	16
RETRACTED ARTICLE: Smart communication using tri-spectral sign recognition for hearing-impaired people	16
Energy-efficient cluster head selection algorithm for IoT using modified glow-worm swarm optimization	16
Construction and implementation of a college talent cultivation system under deep learning and data mining algorithms	16
Smart city information processing under internet of things and cloud computing	16
Dynamic opposite learning enhanced artificial ecosystem optimizer for IIR system identification	16
A scatter search algorithm with a novel solution representation for flexible open shop scheduling: a multi-objective optimization	16
Integration of improved YOLOv5 for face mask detector and auto-labeling to generate dataset for fighting against COVID-19	16
Realization of ultrafast all-optical NAND and XNOR logic functions using carrier reservoir semiconductor optical amplifiers	16
Explainable artificial intelligence approach in combating real-time surveillance of COVID19 pandemic from CT scan and X-ray images using ensemble model	16
Sampling-based visual assessment computing techniques for an efficient social data clustering	16
A CSO-based approach for secure data replication in cloud computing environment	16
Blockchain-based federation of wireless sensor nodes	15
An energy-efficient big data workflow scheduling algorithm under budget constraints for heterogeneous cloud environment	15
End-to-end deep learning-based autonomous driving control for high-speed environment	15
URAP: a new ultra-lightweight RFID authentication protocol in passive RFID system	15
KG2Lib: knowledge-graph-based convolutional network for third-party library recommendation	15
Automated building and road classifications from hyperspectral imagery through a fully convolutional network and support vector machine	15
Multi-objective heuristics algorithm for dynamic resource scheduling in the cloud computing environment	15
Using a task dependency job-scheduling method to make energy savings in a cloud computing environment	15
APT-Dt-KC: advanced persistent threat detection based on kill-chain model	15
Digital forensic analysis of intelligent and smart IoT devices	15
A novel multiclass priority algorithm for task scheduling in cloud computing	15
A novel fog-computing-assisted architecture of E-healthcare system for pregnant women	15
An optimal edge server placement approach for cost reduction and load balancing in intelligent manufacturing	15
Blockchain-enabled secure and efficient data sharing scheme for trust management in healthcare smartphone network	15
An effective bi-layer content-based image retrieval technique	15
Efficient design of an authenticated key agreement protocol for dew-assisted IoT systems	15
Structural break-aware pairs trading strategy using deep reinforcement learning	15
A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices	15
Scalable blockchain storage mechanism based on two-layer structure and improved distributed consensus	14