Journal of Supercomputing

Article	Citations
Dung beetle optimizer: a new meta-heuristic algorithm for global optimization	282
AI-based smart prediction of clinical disease using random forest classifier and Naive Bayes	134
A novel LSTM–CNN–grid search-based deep neural network for sentiment analysis	107
Smart healthcare in smart cities: wireless patient monitoring system using IoT	94
Smart home security: challenges, issues and solutions at different IoT layers	89
An optimized hybrid deep learning model using ensemble learning approach for human walking activities recognition	86
Amended hybrid multi-verse optimizer with genetic algorithm for solving task scheduling problem in cloud computing	85
Using deep belief network to construct the agricultural information system based on Internet of Things	84
Towards design and implementation of security and privacy framework for Internet of Medical Things (IoMT) by leveraging blockchain and IPFS technology	78
A survey on computation offloading and service placement in fog computing-based IoT	77
Energy-efficient cluster head selection through relay approach for WSN	73
Classification of brain tumors from MR images using deep transfer learning	73
Construction and verification of retinal vessel segmentation algorithm for color fundus image under BP neural network model	68
Suspicious activity detection using deep learning in secure assisted living IoT environments	67
An improved anomaly detection model for IoT security using decision tree and gradient boosting	64
Network intrusion detection using multi-architectural modular deep neural network	63
Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm	63
A hybrid OBL-based firefly algorithm with symbiotic organisms search algorithm for solving continuous optimization problems	61
KCSS: Kubernetes container scheduling strategy	58
Load balancing in cloud computing environment using the Grey wolf optimization algorithm based on the reliability: performance evaluation	55
A systematic study of load balancing approaches in the fog computing environment	55
A multiple multilayer perceptron neural network with an adaptive learning algorithm for thyroid disease diagnosis in the internet of medical things	51
Automatic detection of depression symptoms in twitter using multimodal analysis	48
A new and fast rival genetic algorithm for feature selection	47
A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement	47

An efficient binary chaotic symbiotic organisms search algorithm approaches for feature selection problems	45
K-DBSCAN: An improved DBSCAN algorithm for big data	44
An intelligent internet of things-based secure healthcare framework using blockchain technology with an optimal deep learning model	44
Gait recognition for person re-identification	44
DNetUnet: a semi-supervised CNN of medical image segmentation for super-computing AI service	44
A systematic survey of data mining and big data analysis in internet of things	43
A symbiosis of arithmetic optimizer with slime mould algorithm for improving global optimization and conventional design problem	42
DV-Hop-based range-free localization algorithm for wireless sensor network using runner-root optimization	41
A secure blockchain-based group key agreement protocol for IoT	40
Stock exchange trading optimization algorithm: a human-inspired method for global optimization	39
Blockchain-based solutions for security, privacy, and trust management in vehicular networks: a survey	38
A new hybrid algorithm for path planning of mobile robot	37
cTMvSDN: improving resource management using combination of Markov-process and TDMA in software-defined networking	37
Localization of sensor nodes in wireless sensor networks using bat optimization algorithm with enhanced exploration and exploitation characteristics	37
CMODLB: an efficient load balancing approach in cloud computing environment	37
A bi-objective task scheduling approach in fog computing using hybrid fireworks algorithm	37
Extreme learning machine and bayesian optimization-driven intelligent framework for IoMT cyber-attack detection	37
A dynamic VM consolidation approach based on load balancing using Pearson correlation in cloud computing	37
Bidirectional LSTM-RNN-based hybrid deep learning frameworks for univariate time series classification	36
Elite learning Harris hawks optimizer for multi-objective task scheduling in cloud computing	36
Feature engineering and deep learning-based intrusion detection framework for securing edge IoT	35
Containerization technologies: taxonomies, applications and challenges	35
Secure communication between UAVs using a method based on smart agents in unmanned aerial vehicles	34
Intelligent malware detection based on graph convolutional network	34
Automated segmentation of leukocyte from hematological images—a study using various CNN schemes	34
Load balancing of IoT tasks in the cloud computing by using sparrow search algorithm	33
Towards sustainable smart IoT applications architectural elements and design: opportunities, challenges, and open directions	33
Development of a yoga posture coaching system using an interactive display based on transfer learning	33
Comprehensive survey on energy-aware server consolidation techniques in cloud computing	31
A bio-inspired privacy-preserving framework for healthcare systems	31
An improved DQN path planning algorithm	30
Considerations about learning Word2Vec	30
Discrete hybrid cuckoo search and simulated annealing algorithm for solving the job shop scheduling problem	30
Mid-term electricity load prediction using CNN and Bi-LSTM	30
A novel transfer learning approach for the classification of histological images of colorectal cancer	30
Efficient number theoretic transform implementation on GPU for homomorphic encryption	30
An intelligent fault detection approach based on reinforcement learning system in wireless sensor network	30
A blockchain-based intelligent anti-switch package in tracing logistics system	30
FONS: a fog orchestrator node selection model to improve application placement in fog computing	29
Security explorations for routing attacks in low power networks on internet of things	29
TRAM: Technique for resource allocation and management in fog computing environment	29
A deep learning approach in predicting products’ sentiment ratings: a comparative analysis	28
Protection of data privacy from vulnerability using two-fish technique with Apriori algorithm in data mining	28
PSO-RDAL: particle swarm optimization-based resource- and deadline-aware dynamic load balancer for deadline constrained cloud tasks	28
Deep learning and case-based reasoning for predictive and adaptive traffic emergency management	28
Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic	28
Efficient designs of quantum-dot cellular automata multiplexer and RAM with physical proof along with power analysis	27
A convolutional autoencoder-based approach with batch normalization for energy disaggregation	27
Consensus-based bundle algorithm with local replanning for heterogeneous multi-UAV system in the time-sensitive and dynamic environment	27
AIEMLA: artificial intelligence enabled machine learning approach for routing attacks on internet of things	27

Discrete Jaya with refraction learning and three mutation methods for the permutation flow shop scheduling problem	27
Forecasting peak energy demand for smart buildings	26
Provably secure authentication key exchange scheme using fog nodes in vehicular ad hoc networks	26
Multi-objective optimal allocation of regional water resources based on slime mould algorithm	26
Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits	26
LBTM: A lightweight blockchain-based trust management system for social internet of things	26
Deep learning techniques for tumor segmentation: a review	26
A new method of abnormal behavior detection using LSTM network with temporal attention mechanism	26
Deep neural network-based fusion model for emotion recognition using visual data	26
A hybrid CNN-LSTM model for predicting server load in cloud computing	26
Human pose, hand and mesh estimation using deep learning: a survey	25
A latency-aware task scheduling algorithm for allocating virtual machines in a cost-effective and time-sensitive fog-cloud architecture	25
RETRACTED ARTICLE: An improved privacy-preserving data mining technique using singular value decomposition with three-dimensional rotation data perturbation	25
RETRACTED ARTICLE: FSO-LSTM IDS: hybrid optimized and ensembled deep-learning network-based intrusion detection system for smart networks	25
E2LG: a multiscale ensemble of LSTM/GAN deep learning architecture for multistep-ahead cloud workload prediction	25
A survey of energy-saving technologies in cloud data centers	25
Novel design and simulation of reversible ALU in quantum dot cellular automata	25
An optimized image watermarking algorithm based on SVD and IWT	25
Analytical models for availability evaluation of edge and fog computing nodes	25
Intelligent monitor for typhoon in IoT system of smart city	25
Financial causal sentence recognition based on BERT-CNN text classification	25
Improved authentication and computation of medical data transmission in the secure IoT using hyperelliptic curve cryptography	24
FPGA acceleration on a multi-layer perceptron neural network for digit recognition	24
Tool wear prediction using convolutional bidirectional LSTM networks	24
K-means tree: an optimal clustering tree for unsupervised learning	24
The improvement in obstacle detection in autonomous vehicles using YOLO non-maximum suppression fuzzy algorithm	24
Kubernetes in IT administration and serverless computing: An empirical study and research challenges	24
A multi-label ensemble predicting model to service recommendation from social media contents	24
Sliding window-based LightGBM model for electric load forecasting using anomaly repair	24
A latency-aware and energy-efficient computation offloading in mobile fog computing: a hidden Markov model-based approach	24
F-LEACH: a fuzzy-based data aggregation scheme for healthcare IoT systems	24
Adoption value of deep learning and serological indicators in the screening of atrophic gastritis based on artificial intelligence	23
A hybrid bi-objective scheduling algorithm for execution of scientific workflows on cloud platforms with execution time and reliability approach	23
Deep learning-based algorithm for vehicle detection in intelligent transportation systems	23
Traffic sign detection based on improved faster R-CNN for autonomous driving	23
A hybrid machine learning approach for detecting unprecedented DDoS attacks	23
Structure-preserving NPR framework for image abstraction and stylization	23
Hybrid binary arithmetic optimization algorithm with simulated annealing for feature selection in high-dimensional biomedical data	23
Hierarchical clustering and routing protocol to ensure scalability and reliability in large-scale wireless sensor networks	23
Quasi oppositional Aquila optimizer-based task scheduling approach in an IoT enabled cloud environment	23
Corona virus optimization (CVO): a novel optimization algorithm inspired from the Corona virus pandemic	23
ETA-HP: an energy and temperature-aware real-time scheduler for heterogeneous platforms	22
FAGWO-H: A hybrid method towards fault-tolerant cluster-based routing in wireless sensor network for IoT applications	22
The performances of iterative type-2 fuzzy C-mean on GPU for image segmentation	22
A new deep intuitionistic fuzzy time series forecasting method based on long short-term memory	22
Energy-efficient polyglot persistence database live migration among heterogeneous clouds	21
Trend analysis using agglomerative hierarchical clustering approach for time series big data	21
A blockchain-based secure storage and access control scheme for supply chain finance	21
Implementation of real estate contract system using zero knowledge proof algorithm based blockchain	21
An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning	21
A novel state transition simulated annealing algorithm for the multiple traveling salesmen problem	21
Optimal fault-tolerant quantum comparators for image binarization	21
A firefly algorithm for power management in wireless sensor networks (WSNs)	21
Design and implementation of a cloud-based event-driven architecture for real-time data processing in wireless sensor networks	21
Regional steel price index forecasts with neural networks: evidence from east, south, north, central south, northeast, southwest, and northwest China	21
Recognition of food type and calorie estimation using neural network	21
Cyber-physical systems for structural health monitoring: sensing technologies and intelligent computing	21
Energy-saving distributed monitoring-based firefly algorithm in wireless sensors networks	21
An ACO-based multi-objective optimization for cooperating VM placement in cloud data center	21
Searchable encryption on the cloud: a survey	20
A queuing theory model for fog computing	20
A cluster-tree-based energy-efficient routing protocol for wireless sensor networks with a mobile sink	20
A novel IoT–fog–cloud-based healthcare system for monitoring and predicting COVID-19 outspread	20
Auditable attribute-based data access control using blockchain in cloud storage	20
SA-ASBA: a hybrid model for aspect-based sentiment analysis using synthetic attention in pre-trained language BERT model with extreme gradient boosting	20
Efficient design and implementation of a robust coplanar crossover and multilayer hybrid full adder–subtractor using QCA technology	20
Dynamic and scalable multi-level trust management model for Social Internet of Things	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
A deep learning-based CEP rule extraction framework for IoT data	20
Token-based approach in distributed mutual exclusion algorithms: a review and direction to future research	20
A transfer learning-based efficient spatiotemporal human action recognition framework for long and overlapping action classes	19
Quantum-inspired binary chaotic salp swarm algorithm (QBCSSA)-based dynamic task scheduling for multiprocessor cloud computing systems	19
RETRACTED ARTICLE: Intrusion detection based on machine learning in the internet of things, attacks and counter measures	19
EIDM: deep learning model for IoT intrusion detection systems	19
The implementation of data storage and analytics platform for big data lake of electricity usage with spark	19
Improved salp swarm algorithm based on the levy flight for feature selection	19
Multi-objective NSGA-II optimization framework for UAV path planning in an UAV-assisted WSN	19
Addressing the class imbalance problem in network intrusion detection systems using data resampling and deep learning	19
GSAGA: A hybrid algorithm for task scheduling in cloud infrastructure	19

An investigation and comparison of machine learning approaches for intrusion detection in IoMT network	19
Performance optimization in delay tolerant networks using backtracking algorithm for fully credits distribution to contrast selfish nodes	19
A dual-stage attention-based Bi-LSTM network for multivariate time series prediction	18
Availability model for edge-fog-cloud continuum: an evaluation of an end-to-end infrastructure of intelligent traffic management service	18
An enhanced AHP-TOPSIS-based clustering algorithm for high-quality live video streaming in flying ad hoc networks	18
ACNN-TL: attention-based convolutional neural network coupling with transfer learning and contextualized word representation for enhancing the performance of sentiment classification	18
Optimal circulant graphs as low-latency network topologies	18
An evolutionary game approach to IoT task offloading in fog-cloud computing	18
OKCM: improving parallel task scheduling in high-performance computing systems using online learning	18
A secure three-factor-based authentication with key agreement protocol for e-Health clouds	18
Driver attention prediction based on convolution and transformers	18
Multilevel thresholding using an improved cuckoo search algorithm for image segmentation	18
Multi-spectral remote sensing land-cover classification based on deep learning methods	18
Replication and data management-based workflow scheduling algorithm for multi-cloud data centre platform	18
Provably secure lightweight client authentication scheme with anonymity for TMIS using chaotic hash function	18
Automated detection of age-related macular degeneration using a pre-trained deep-learning scheme	18
Attention-based Conv-LSTM and Bi-LSTM networks for large-scale traffic speed prediction	18
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data	18
Deep knowledge-aware framework for web service recommendation	18
The predicting public sentiment evolution on public emergencies under deep learning and internet of things	17
An evolutionary multi-hidden Markov model for intelligent threat sensing in industrial internet of things	17
OG-RADL: overall performance-based resource-aware dynamic load-balancer for deadline constrained Cloud tasks	17
An optimized FP-growth algorithm for discovery of association rules	17
FPGA-based accelerator for object detection: a comprehensive survey	17
Optimized task scheduling and preemption for distributed resource management in fog-assisted IoT environment	17
Knowledge-based virtual outdoor weather event simulator using unity 3D	17
A deep learning based approach for predicting the demand of electric vehicle charge	17
OFP-TM: an online VM failure prediction and tolerance model towards high availability of cloud computing environments	17
A novel approach for multilevel multi-secret image sharing scheme	17
Algorithms and software for data mining and machine learning: a critical comparative view from a systematic review of the literature	17
A hybrid list-based task scheduling scheme for heterogeneous computing	17
Multivariate workload and resource prediction in cloud computing using CNN and GRU by attention mechanism	17
A novel method to improve computational and classification performance of rice plant disease identification	17
Kubernetes distributions for the edge: serverless performance evaluation	17
Performance evaluation and optimization of a task offloading strategy on the mobile edge computing with edge heterogeneity	17
A comparative analysis of prominently used MCDM methods in cloud environment	17
Classification of resource management approaches in fog/edge paradigm and future research prospects: a systematic review	16
An application of MOGW optimization for feature selection in text classification	16
A privacy-preserving multidimensional data aggregation scheme with secure query processing for smart grid	16
A novel weight-oriented graph convolutional network for aspect-based sentiment analysis	16
An intelligent cloud computing of trunk logistics alliance based on blockchain and big data	16
A novel decentralized security architecture against sybil attack in RPL-based IoT networks: a focus on smart home use case	16
A CSO-based approach for secure data replication in cloud computing environment	16
Efficient resource utilization using multi-step-ahead workload prediction technique in cloud	16
HybriDroid: an empirical analysis on effective malware detection model developed using ensemble methods	16
PyDTNN: A user-friendly and extensible framework for distributed deep learning	16
Chaotic-based divide-and-conquer feature selection method and its application in cardiac arrhythmia classification	16
Improving the learning of self-driving vehicles based on real driving behavior using deep neural network techniques	16
A framework of genetic algorithm-based CNN on multi-access edge computing for automated detection of COVID-19	16
Construction and verification of color fundus image retinal vessels segmentation algorithm under BP neural network	16
A genetic-based approach for service placement in fog computing	16
Sampling-based visual assessment computing techniques for an efficient social data clustering	16
Hybrid-based framework for COVID-19 prediction via federated machine learning models	16
Blockchain-based cloud storage system with CP-ABE-based access control and revocation process	16
Colony search optimization algorithm using global optimization	16
Hybrid deep transfer learning architecture for industrial fault diagnosis using Hilbert transform and DCNN–LSTM	16
Building a model to exploit association rules and analyze purchasing behavior based on rough set theory	16
Accelerating Louvain community detection algorithm on graphic processing unit	16
Stock price prediction based on LSTM and LightGBM hybrid model	16
A comparative analysis of meta-heuristic optimization algorithms for feature selection on ML-based classification of heart-related diseases	16
Smart city information processing under internet of things and cloud computing	16
Blockchain-based federation of wireless sensor nodes	15
Parallel implementation of Nussbaumer algorithm and number theoretic transform on a GPU platform: application to qTESLA	15
Using a task dependency job-scheduling method to make energy savings in a cloud computing environment	15
The use of remote sensing satellite using deep learning in emergency monitoring of high-level landslides disaster in Jinsha River	15
Collaborative detection and mitigation of DDoS in software-defined networks	15
Prediction of IIoT traffic using a modified whale optimization approach integrated with random forest classifier	15
RETRACTED ARTICLE: Smart communication using tri-spectral sign recognition for hearing-impaired people	15
NBA: novel bio-inspired algorithm for energy optimization in WSN for IoT applications	15
A formally verified blockchain-based decentralised authentication scheme for the internet of things	15
Dynamic opposite learning enhanced artificial ecosystem optimizer for IIR system identification	15
Application of edge computing combined with deep learning model in the dynamic evolution of network public opinion in emergencies	15
An efficient U-Net framework for lung nodule detection using densely connected dilated convolutions	15
URAP: a new ultra-lightweight RFID authentication protocol in passive RFID system	15
A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices	15
Reliability-aware task scheduling for energy efficiency on heterogeneous multiprocessor systems	15
PSO+LOA: hybrid constrained optimization for scheduling scientific workflows in the cloud	15
Anti-aliasing convolution neural network of finger vein recognition for virtual reality (VR) human–robot equipment of metaverse	15
Design of an IoT DDoS attack prediction system based on data mining technology	15
Hybrid feature selection based on SLI and genetic algorithm for microarray datasets	15
End-to-end deep learning-based autonomous driving control for high-speed environment	15
Realization of ultrafast all-optical NAND and XNOR logic functions using carrier reservoir semiconductor optical amplifiers	15
Emotion recognition framework using multiple modalities for an effective human–computer interaction	15
A novel multiclass priority algorithm for task scheduling in cloud computing	15
Automated building and road classifications from hyperspectral imagery through a fully convolutional network and support vector machine	14
A novel fog-computing-assisted architecture of E-healthcare system for pregnant women	14
A hybrid deep learning approach for skin cancer diagnosis using subband fusion of 3D wavelets	14
Scalable blockchain storage mechanism based on two-layer structure and improved distributed consensus	14
Construction and implementation of a college talent cultivation system under deep learning and data mining algorithms	14
Integration of improved YOLOv5 for face mask detector and auto-labeling to generate dataset for fighting against COVID-19	14
Blockchain-based mutual authentication protocol without CA	14
People-centric collective intelligence: decentralized and enhanced privacy mobile crowd sensing based on blockchain	14
Accurate computing of facial expression recognition using a hybrid feature extraction technique	14
Adaptive infinite impulse response system identification using an enhanced golden jackal optimization	14
Explainable artificial intelligence approach in combating real-time surveillance of COVID19 pandemic from CT scan and X-ray images using ensemble model	14