Journal of Supercomputing

Article	Citations
Dung beetle optimizer: a new meta-heuristic algorithm for global optimization	203
AI-based smart prediction of clinical disease using random forest classifier and Naive Bayes	126
The DDoS attacks detection through machine learning and statistical methods in SDN	102
A novel LSTM–CNN–grid search-based deep neural network for sentiment analysis	96
Smart healthcare in smart cities: wireless patient monitoring system using IoT	92
An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier	84
Smart home security: challenges, issues and solutions at different IoT layers	84
Amended hybrid multi-verse optimizer with genetic algorithm for solving task scheduling problem in cloud computing	84
A lightweight remote user authentication scheme for IoT communication using elliptic curve cryptography	83
DeepFakE: improving fake news detection using tensor decomposition-based deep neural network	81
An optimized hybrid deep learning model using ensemble learning approach for human walking activities recognition	80
A systematic literature review on hardware implementation of artificial intelligence algorithms	79
Towards design and implementation of security and privacy framework for Internet of Medical Things (IoMT) by leveraging blockchain and IPFS technology	74
A survey on computation offloading and service placement in fog computing-based IoT	72
Classification of brain tumors from MR images using deep transfer learning	68
Construction and verification of retinal vessel segmentation algorithm for color fundus image under BP neural network model	67
Suspicious activity detection using deep learning in secure assisted living IoT environments	63
Using deep belief network to construct the agricultural information system based on Internet of Things	63
Network intrusion detection using multi-architectural modular deep neural network	61
A hybrid OBL-based firefly algorithm with symbiotic organisms search algorithm for solving continuous optimization problems	60
Energy-efficient cluster head selection through relay approach for WSN	59
Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm	59
An improved anomaly detection model for IoT security using decision tree and gradient boosting	55
KCSS: Kubernetes container scheduling strategy	54
A systematic study of load balancing approaches in the fog computing environment	52

Investigating the performance of Hadoop and Spark platforms on machine learning algorithms	49
A multiple multilayer perceptron neural network with an adaptive learning algorithm for thyroid disease diagnosis in the internet of medical things	47
Load balancing in cloud computing environment using the Grey wolf optimization algorithm based on the reliability: performance evaluation	47
A new and fast rival genetic algorithm for feature selection	46
An efficient binary chaotic symbiotic organisms search algorithm approaches for feature selection problems	44
DNetUnet: a semi-supervised CNN of medical image segmentation for super-computing AI service	43
A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement	43
A new deep convolutional neural network model for classifying breast cancer histopathological images and the hyperparameter optimisation of the proposed model	43
Automatic detection of depression symptoms in twitter using multimodal analysis	42
An intelligent internet of things-based secure healthcare framework using blockchain technology with an optimal deep learning model	41
Gait recognition for person re-identification	40
DV-Hop-based range-free localization algorithm for wireless sensor network using runner-root optimization	39
K-DBSCAN: An improved DBSCAN algorithm for big data	39
A symbiosis of arithmetic optimizer with slime mould algorithm for improving global optimization and conventional design problem	39
A secure blockchain-based group key agreement protocol for IoT	38
A systematic survey of data mining and big data analysis in internet of things	37
Elite learning Harris hawks optimizer for multi-objective task scheduling in cloud computing	36
A bi-objective task scheduling approach in fog computing using hybrid fireworks algorithm	35
cTMvSDN: improving resource management using combination of Markov-process and TDMA in software-defined networking	35
A new hybrid algorithm for path planning of mobile robot	34
A dynamic VM consolidation approach based on load balancing using Pearson correlation in cloud computing	34
Stock exchange trading optimization algorithm: a human-inspired method for global optimization	33
Blockchain-based solutions for security, privacy, and trust management in vehicular networks: a survey	33
Feature engineering and deep learning-based intrusion detection framework for securing edge IoT	33
Secure communication between UAVs using a method based on smart agents in unmanned aerial vehicles	33
Towards sustainable smart IoT applications architectural elements and design: opportunities, challenges, and open directions	33
Localization of sensor nodes in wireless sensor networks using bat optimization algorithm with enhanced exploration and exploitation characteristics	33
Automated segmentation of leukocyte from hematological images—a study using various CNN schemes	32
CMODLB: an efficient load balancing approach in cloud computing environment	32
Bidirectional LSTM-RNN-based hybrid deep learning frameworks for univariate time series classification	32
Load balancing of IoT tasks in the cloud computing by using sparrow search algorithm	32
Containerization technologies: taxonomies, applications and challenges	31
Comprehensive survey on energy-aware server consolidation techniques in cloud computing	31
Extreme learning machine and bayesian optimization-driven intelligent framework for IoMT cyber-attack detection	31
Efficient number theoretic transform implementation on GPU for homomorphic encryption	30
A bio-inspired privacy-preserving framework for healthcare systems	30
A blockchain-based intelligent anti-switch package in tracing logistics system	30
An intelligent fault detection approach based on reinforcement learning system in wireless sensor network	30
Security explorations for routing attacks in low power networks on internet of things	29
Intelligent malware detection based on graph convolutional network	29
Research on navigation of bidirectional A* algorithm based on ant colony algorithm	29
Development of a yoga posture coaching system using an interactive display based on transfer learning	29
An end-to-end deep learning model for human activity recognition from highly sparse body sensor data in Internet of Medical Things environment	28
TRAM: Technique for resource allocation and management in fog computing environment	28
A novel transfer learning approach for the classification of histological images of colorectal cancer	27
A convolutional autoencoder-based approach with batch normalization for energy disaggregation	27
Deep learning and case-based reasoning for predictive and adaptive traffic emergency management	27
Prediction of highway asphalt pavement performance based on Markov chain and artificial neural network approach	27
A deep learning approach in predicting products’ sentiment ratings: a comparative analysis	27
Mid-term electricity load prediction using CNN and Bi-LSTM	27

A review on diagnostic autism spectrum disorder approaches based on the Internet of Things and Machine Learning	26
Deep neural network-based fusion model for emotion recognition using visual data	26
An improved DQN path planning algorithm	26
Discrete hybrid cuckoo search and simulated annealing algorithm for solving the job shop scheduling problem	26
Protection of data privacy from vulnerability using two-fish technique with Apriori algorithm in data mining	26
Designing nanotechnology QCA–multiplexer using majority function-based NAND for quantum computing	26
Efficient designs of quantum-dot cellular automata multiplexer and RAM with physical proof along with power analysis	25
E2LG: a multiscale ensemble of LSTM/GAN deep learning architecture for multistep-ahead cloud workload prediction	25
FONS: a fog orchestrator node selection model to improve application placement in fog computing	25
A hybrid CNN-LSTM model for predicting server load in cloud computing	25
Intelligent monitor for typhoon in IoT system of smart city	25
AIEMLA: artificial intelligence enabled machine learning approach for routing attacks on internet of things	25
Discrete Jaya with refraction learning and three mutation methods for the permutation flow shop scheduling problem	25
Provably secure authentication key exchange scheme using fog nodes in vehicular ad hoc networks	25
Deep learning techniques for tumor segmentation: a review	25
Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits	24
Considerations about learning Word2Vec	24
Multi-objective optimal allocation of regional water resources based on slime mould algorithm	24
RETRACTED ARTICLE: An improved privacy-preserving data mining technique using singular value decomposition with three-dimensional rotation data perturbation	24
Novel design and simulation of reversible ALU in quantum dot cellular automata	24
FPGA acceleration on a multi-layer perceptron neural network for digit recognition	24
Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic	24
Forecasting peak energy demand for smart buildings	23
A latency-aware task scheduling algorithm for allocating virtual machines in a cost-effective and time-sensitive fog-cloud architecture	23
A latency-aware and energy-efficient computation offloading in mobile fog computing: a hidden Markov model-based approach	23
F-LEACH: a fuzzy-based data aggregation scheme for healthcare IoT systems	23
Adoption value of deep learning and serological indicators in the screening of atrophic gastritis based on artificial intelligence	23
PSO-RDAL: particle swarm optimization-based resource- and deadline-aware dynamic load balancer for deadline constrained cloud tasks	23
A survey of energy-saving technologies in cloud data centers	23
Tool wear prediction using convolutional bidirectional LSTM networks	23
Dynamic scheduling of tasks in cloud computing applying dragonfly algorithm, biogeography-based optimization algorithm and Mexican hat wavelet	23
An optimized image watermarking algorithm based on SVD and IWT	23
Analytical models for availability evaluation of edge and fog computing nodes	23
K-means tree: an optimal clustering tree for unsupervised learning	23
Financial causal sentence recognition based on BERT-CNN text classification	22
LBTM: A lightweight blockchain-based trust management system for social internet of things	22
Sliding window-based LightGBM model for electric load forecasting using anomaly repair	22
Kubernetes in IT administration and serverless computing: An empirical study and research challenges	22
A multi-label ensemble predicting model to service recommendation from social media contents	22
A new method of abnormal behavior detection using LSTM network with temporal attention mechanism	22
Quasi oppositional Aquila optimizer-based task scheduling approach in an IoT enabled cloud environment	22
CFIN: A community-based algorithm for finding influential nodes in complex social networks	22
The improvement in obstacle detection in autonomous vehicles using YOLO non-maximum suppression fuzzy algorithm	22
Consensus-based bundle algorithm with local replanning for heterogeneous multi-UAV system in the time-sensitive and dynamic environment	22
Hybrid binary arithmetic optimization algorithm with simulated annealing for feature selection in high-dimensional biomedical data	21
A new deep intuitionistic fuzzy time series forecasting method based on long short-term memory	21
Deep learning-based algorithm for vehicle detection in intelligent transportation systems	21
A hybrid machine learning approach for detecting unprecedented DDoS attacks	21
Human pose, hand and mesh estimation using deep learning: a survey	21
The performances of iterative type-2 fuzzy C-mean on GPU for image segmentation	21
Design and implementation of a cloud-based event-driven architecture for real-time data processing in wireless sensor networks	21
Structure-preserving NPR framework for image abstraction and stylization	21
Auditable attribute-based data access control using blockchain in cloud storage	20
Implementation of real estate contract system using zero knowledge proof algorithm based blockchain	20
Efficient design and implementation of a robust coplanar crossover and multilayer hybrid full adder–subtractor using QCA technology	20
A novel state transition simulated annealing algorithm for the multiple traveling salesmen problem	20
Mapping techniques in multicore processors: current and future trends	20
Hierarchical clustering and routing protocol to ensure scalability and reliability in large-scale wireless sensor networks	20
Energy-efficient polyglot persistence database live migration among heterogeneous clouds	20
A blockchain-based secure storage and access control scheme for supply chain finance	20
Improved authentication and computation of medical data transmission in the secure IoT using hyperelliptic curve cryptography	20
Optimal demultiplexer unit design and energy estimation using quantum dot cellular automata	20
An ACO-based multi-objective optimization for cooperating VM placement in cloud data center	20
Trend analysis using agglomerative hierarchical clustering approach for time series big data	20
Corona virus optimization (CVO): a novel optimization algorithm inspired from the Corona virus pandemic	20
Recognition of food type and calorie estimation using neural network	19
RETRACTED ARTICLE: FSO-LSTM IDS: hybrid optimized and ensembled deep-learning network-based intrusion detection system for smart networks	19
A firefly algorithm for power management in wireless sensor networks (WSNs)	19
Searchable encryption on the cloud: a survey	19
An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning	19
A novel IoT–fog–cloud-based healthcare system for monitoring and predicting COVID-19 outspread	19
Optimal fault-tolerant quantum comparators for image binarization	19
Energy-saving distributed monitoring-based firefly algorithm in wireless sensors networks	19
Investigating multiple defects on a new fault-tolerant three-input QCA majority gate	19
A cluster-tree-based energy-efficient routing protocol for wireless sensor networks with a mobile sink	19
Token-based approach in distributed mutual exclusion algorithms: a review and direction to future research	19
A transfer learning-based efficient spatiotemporal human action recognition framework for long and overlapping action classes	19
FAGWO-H: A hybrid method towards fault-tolerant cluster-based routing in wireless sensor network for IoT applications	19
GSAGA: A hybrid algorithm for task scheduling in cloud infrastructure	19
An enhanced AHP-TOPSIS-based clustering algorithm for high-quality live video streaming in flying ad hoc networks	18

The implementation of data storage and analytics platform for big data lake of electricity usage with spark	18
Multilevel thresholding using an improved cuckoo search algorithm for image segmentation	18
Deep knowledge-aware framework for web service recommendation	18
A dual-stage attention-based Bi-LSTM network for multivariate time series prediction	18
OKCM: improving parallel task scheduling in high-performance computing systems using online learning	18
Stochastic models for performance and cost analysis of a hybrid cloud and fog architecture	18
A secure three-factor-based authentication with key agreement protocol for e-Health clouds	18
Attention-based Conv-LSTM and Bi-LSTM networks for large-scale traffic speed prediction	18
Improved salp swarm algorithm based on the levy flight for feature selection	18
A queuing theory model for fog computing	18
RETRACTED ARTICLE: Intrusion detection based on machine learning in the internet of things, attacks and counter measures	18
ETA-HP: an energy and temperature-aware real-time scheduler for heterogeneous platforms	18
Automated detection of age-related macular degeneration using a pre-trained deep-learning scheme	18
Traffic sign detection based on improved faster R-CNN for autonomous driving	18
Quantum-inspired binary chaotic salp swarm algorithm (QBCSSA)-based dynamic task scheduling for multiprocessor cloud computing systems	18
A hybrid bi-objective scheduling algorithm for execution of scientific workflows on cloud platforms with execution time and reliability approach	18
Replication and data management-based workflow scheduling algorithm for multi-cloud data centre platform	18
Cyber-physical systems for structural health monitoring: sensing technologies and intelligent computing	18
THS-IDPC: A three-stage hierarchical sampling method based on improved density peaks clustering algorithm for encrypted malicious traffic detection	17
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data	17
Multi-objective NSGA-II optimization framework for UAV path planning in an UAV-assisted WSN	17
A deep learning-based CEP rule extraction framework for IoT data	17
Algorithms and software for data mining and machine learning: a critical comparative view from a systematic review of the literature	17
Multi-spectral remote sensing land-cover classification based on deep learning methods	17
Dynamic and scalable multi-level trust management model for Social Internet of Things	17
Accelerating number theoretic transform in GPU platform for fully homomorphic encryption	17
Availability model for edge-fog-cloud continuum: an evaluation of an end-to-end infrastructure of intelligent traffic management service	17
A comparative analysis of prominently used MCDM methods in cloud environment	17
Optimal circulant graphs as low-latency network topologies	17
An evolutionary multi-hidden Markov model for intelligent threat sensing in industrial internet of things	17
A hybrid list-based task scheduling scheme for heterogeneous computing	17
An investigation and comparison of machine learning approaches for intrusion detection in IoMT network	17
Smart city information processing under internet of things and cloud computing	16
A novel method to improve computational and classification performance of rice plant disease identification	16
Driver attention prediction based on convolution and transformers	16
Building a model to exploit association rules and analyze purchasing behavior based on rough set theory	16
Construction and verification of color fundus image retinal vessels segmentation algorithm under BP neural network	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
An optimized FP-growth algorithm for discovery of association rules	16
An application of MOGW optimization for feature selection in text classification	16
A novel weight-oriented graph convolutional network for aspect-based sentiment analysis	16
A deep learning based approach for predicting the demand of electric vehicle charge	16
Provably secure lightweight client authentication scheme with anonymity for TMIS using chaotic hash function	16
Kubernetes distributions for the edge: serverless performance evaluation	16
FPGA-based accelerator for object detection: a comprehensive survey	16
Knowledge-based virtual outdoor weather event simulator using unity 3D	16
Accelerating Louvain community detection algorithm on graphic processing unit	16
EIDM: deep learning model for IoT intrusion detection systems	16
Improving the learning of self-driving vehicles based on real driving behavior using deep neural network techniques	15
Prediction of IIoT traffic using a modified whale optimization approach integrated with random forest classifier	15
Reliability-aware task scheduling for energy efficiency on heterogeneous multiprocessor systems	15
A novel decentralized security architecture against sybil attack in RPL-based IoT networks: a focus on smart home use case	15
A formally verified blockchain-based decentralised authentication scheme for the internet of things	15
Colony search optimization algorithm using global optimization	15
PyDTNN: A user-friendly and extensible framework for distributed deep learning	15
Collaborative detection and mitigation of DDoS in software-defined networks	15
An evolutionary game approach to IoT task offloading in fog-cloud computing	15
The predicting public sentiment evolution on public emergencies under deep learning and internet of things	15
Multivariate workload and resource prediction in cloud computing using CNN and GRU by attention mechanism	15
Performance optimization in delay tolerant networks using backtracking algorithm for fully credits distribution to contrast selfish nodes	15
OG-RADL: overall performance-based resource-aware dynamic load-balancer for deadline constrained Cloud tasks	15
Performance evaluation and optimization of a task offloading strategy on the mobile edge computing with edge heterogeneity	15
A novel approach for multilevel multi-secret image sharing scheme	15
Classification of resource management approaches in fog/edge paradigm and future research prospects: a systematic review	15
Hybrid deep transfer learning architecture for industrial fault diagnosis using Hilbert transform and DCNN–LSTM	15
Realization of ultrafast all-optical NAND and XNOR logic functions using carrier reservoir semiconductor optical amplifiers	15
A framework of genetic algorithm-based CNN on multi-access edge computing for automated detection of COVID-19	15
A novel multiclass priority algorithm for task scheduling in cloud computing	15
OFP-TM: an online VM failure prediction and tolerance model towards high availability of cloud computing environments	15
Using a task dependency job-scheduling method to make energy savings in a cloud computing environment	15
Dynamic opposite learning enhanced artificial ecosystem optimizer for IIR system identification	15
Design of an IoT DDoS attack prediction system based on data mining technology	15
An energy-efficient cuckoo search algorithm for virtual machine placement in cloud computing data centers	14
SA-ASBA: a hybrid model for aspect-based sentiment analysis using synthetic attention in pre-trained language BERT model with extreme gradient boosting	14
Efficient design of an authenticated key agreement protocol for dew-assisted IoT systems	14
An efficient U-Net framework for lung nodule detection using densely connected dilated convolutions	14
A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices	14
Stock price prediction based on LSTM and LightGBM hybrid model	14
People-centric collective intelligence: decentralized and enhanced privacy mobile crowd sensing based on blockchain	14
Blockchain-based federation of wireless sensor nodes	14
Parallel implementation of Nussbaumer algorithm and number theoretic transform on a GPU platform: application to qTESLA	14
A privacy-preserving multidimensional data aggregation scheme with secure query processing for smart grid	14
Chaotic-based divide-and-conquer feature selection method and its application in cardiac arrhythmia classification	14
Construction and implementation of a college talent cultivation system under deep learning and data mining algorithms	14
A genetic-based approach for service placement in fog computing	14
HybriDroid: an empirical analysis on effective malware detection model developed using ensemble methods	14
Efficient resource utilization using multi-step-ahead workload prediction technique in cloud	14
The use of remote sensing satellite using deep learning in emergency monitoring of high-level landslides disaster in Jinsha River	14
DDBWS: a dynamic deadline and budget-aware workflow scheduling algorithm in workflow-as-a-service environments	14
Optimized task scheduling and preemption for distributed resource management in fog-assisted IoT environment	14
A CSO-based approach for secure data replication in cloud computing environment	14
Accurate computing of facial expression recognition using a hybrid feature extraction technique	14
A semi-supervised approach in detecting sentiment and emotion based on digital payment reviews	13
First experiences of teaching quantum computing	13