Journal of Supercomputing

Papers
(The TQCC of Journal of Supercomputing is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)
ArticleCitations
Dung beetle optimizer: a new meta-heuristic algorithm for global optimization160
AI-based smart prediction of clinical disease using random forest classifier and Naive Bayes119
The DDoS attacks detection through machine learning and statistical methods in SDN99
A novel LSTM–CNN–grid search-based deep neural network for sentiment analysis89
Smart healthcare in smart cities: wireless patient monitoring system using IoT88
An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier82
Amended hybrid multi-verse optimizer with genetic algorithm for solving task scheduling problem in cloud computing81
A lightweight remote user authentication scheme for IoT communication using elliptic curve cryptography81
Smart home security: challenges, issues and solutions at different IoT layers80
An optimized hybrid deep learning model using ensemble learning approach for human walking activities recognition80
DeepFakE: improving fake news detection using tensor decomposition-based deep neural network77
A systematic literature review on hardware implementation of artificial intelligence algorithms75
Towards design and implementation of security and privacy framework for Internet of Medical Things (IoMT) by leveraging blockchain and IPFS technology71
A survey on computation offloading and service placement in fog computing-based IoT69
Construction and verification of retinal vessel segmentation algorithm for color fundus image under BP neural network model66
Classification of brain tumors from MR images using deep transfer learning65
Suspicious activity detection using deep learning in secure assisted living IoT environments61
Network intrusion detection using multi-architectural modular deep neural network60
A hybrid OBL-based firefly algorithm with symbiotic organisms search algorithm for solving continuous optimization problems60
Performance evaluation of edge-computing platforms for the prediction of low temperatures in agriculture using deep learning58
Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm58
Energy-efficient cluster head selection through relay approach for WSN53
Using deep belief network to construct the agricultural information system based on Internet of Things53
An improved anomaly detection model for IoT security using decision tree and gradient boosting51
An efficient resource provisioning approach for analyzing cloud workloads: a metaheuristic-based clustering approach51
KCSS: Kubernetes container scheduling strategy50
Investigating the performance of Hadoop and Spark platforms on machine learning algorithms48
A systematic study of load balancing approaches in the fog computing environment47
Load balancing in cloud computing environment using the Grey wolf optimization algorithm based on the reliability: performance evaluation47
A multiple multilayer perceptron neural network with an adaptive learning algorithm for thyroid disease diagnosis in the internet of medical things46
A new and fast rival genetic algorithm for feature selection45
DNetUnet: a semi-supervised CNN of medical image segmentation for super-computing AI service43
A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement43
An efficient binary chaotic symbiotic organisms search algorithm approaches for feature selection problems42
A new deep convolutional neural network model for classifying breast cancer histopathological images and the hyperparameter optimisation of the proposed model42
A symbiosis of arithmetic optimizer with slime mould algorithm for improving global optimization and conventional design problem39
Gait recognition for person re-identification39
A secure blockchain-based group key agreement protocol for IoT38
Automatic detection of depression symptoms in twitter using multimodal analysis38
An intelligent internet of things-based secure healthcare framework using blockchain technology with an optimal deep learning model38
K-DBSCAN: An improved DBSCAN algorithm for big data37
cTMvSDN: improving resource management using combination of Markov-process and TDMA in software-defined networking35
A collaborative filtering recommendation system with dynamic time decay35
DV-Hop-based range-free localization algorithm for wireless sensor network using runner-root optimization35
Elite learning Harris hawks optimizer for multi-objective task scheduling in cloud computing35
A systematic survey of data mining and big data analysis in internet of things34
A dynamic VM consolidation approach based on load balancing using Pearson correlation in cloud computing34
A new hybrid algorithm for path planning of mobile robot34
G-TOPSIS: a cloud service selection framework using Gaussian TOPSIS for rank reversal problem34
Towards sustainable smart IoT applications architectural elements and design: opportunities, challenges, and open directions33
Secure communication between UAVs using a method based on smart agents in unmanned aerial vehicles33
CMODLB: an efficient load balancing approach in cloud computing environment32
A bi-objective task scheduling approach in fog computing using hybrid fireworks algorithm32
Feature engineering and deep learning-based intrusion detection framework for securing edge IoT31
Automated segmentation of leukocyte from hematological images—a study using various CNN schemes31
Stock exchange trading optimization algorithm: a human-inspired method for global optimization30
Comprehensive survey on energy-aware server consolidation techniques in cloud computing30
Blockchain-based solutions for security, privacy, and trust management in vehicular networks: a survey30
Localization of sensor nodes in wireless sensor networks using bat optimization algorithm with enhanced exploration and exploitation characteristics30
Bidirectional LSTM-RNN-based hybrid deep learning frameworks for univariate time series classification30
Load balancing of IoT tasks in the cloud computing by using sparrow search algorithm30
An intelligent fault detection approach based on reinforcement learning system in wireless sensor network29
A bio-inspired privacy-preserving framework for healthcare systems29
A blockchain-based intelligent anti-switch package in tracing logistics system29
Research on navigation of bidirectional A* algorithm based on ant colony algorithm29
Containerization technologies: taxonomies, applications and challenges28
An end-to-end deep learning model for human activity recognition from highly sparse body sensor data in Internet of Medical Things environment28
Deep learning and case-based reasoning for predictive and adaptive traffic emergency management27
Prediction of highway asphalt pavement performance based on Markov chain and artificial neural network approach27
Security explorations for routing attacks in low power networks on internet of things27
Mid-term electricity load prediction using CNN and Bi-LSTM27
Extreme learning machine and bayesian optimization-driven intelligent framework for IoMT cyber-attack detection27
A review on diagnostic autism spectrum disorder approaches based on the Internet of Things and Machine Learning26
Intelligent malware detection based on graph convolutional network26
Efficient number theoretic transform implementation on GPU for homomorphic encryption26
TRAM: Technique for resource allocation and management in fog computing environment26
A novel transfer learning approach for the classification of histological images of colorectal cancer26
Discrete hybrid cuckoo search and simulated annealing algorithm for solving the job shop scheduling problem26
Deep neural network-based fusion model for emotion recognition using visual data26
A convolutional autoencoder-based approach with batch normalization for energy disaggregation26
Designing nanotechnology QCA–multiplexer using majority function-based NAND for quantum computing26
An improved DQN path planning algorithm25
Development of a yoga posture coaching system using an interactive display based on transfer learning25
FONS: a fog orchestrator node selection model to improve application placement in fog computing25
Protection of data privacy from vulnerability using two-fish technique with Apriori algorithm in data mining25
Intelligent monitor for typhoon in IoT system of smart city25
Efficient designs of quantum-dot cellular automata multiplexer and RAM with physical proof along with power analysis25
Discrete Jaya with refraction learning and three mutation methods for the permutation flow shop scheduling problem25
E2LG: a multiscale ensemble of LSTM/GAN deep learning architecture for multistep-ahead cloud workload prediction24
FPGA acceleration on a multi-layer perceptron neural network for digit recognition24
Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits24
Adoption value of deep learning and serological indicators in the screening of atrophic gastritis based on artificial intelligence23
Dynamic scheduling of tasks in cloud computing applying dragonfly algorithm, biogeography-based optimization algorithm and Mexican hat wavelet23
Novel design and simulation of reversible ALU in quantum dot cellular automata23
F-LEACH: a fuzzy-based data aggregation scheme for healthcare IoT systems23
Deep learning techniques for tumor segmentation: a review23
Multi-objective optimal allocation of regional water resources based on slime mould algorithm23
Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic23
Provably secure authentication key exchange scheme using fog nodes in vehicular ad hoc networks23
AIEMLA: artificial intelligence enabled machine learning approach for routing attacks on internet of things23
A deep learning approach in predicting products’ sentiment ratings: a comparative analysis23
RETRACTED ARTICLE: An improved privacy-preserving data mining technique using singular value decomposition with three-dimensional rotation data perturbation23
K-means tree: an optimal clustering tree for unsupervised learning23
A hybrid CNN-LSTM model for predicting server load in cloud computing22
Kubernetes in IT administration and serverless computing: An empirical study and research challenges22
Financial causal sentence recognition based on BERT-CNN text classification22
The improvement in obstacle detection in autonomous vehicles using YOLO non-maximum suppression fuzzy algorithm22
A new method of abnormal behavior detection using LSTM network with temporal attention mechanism22
Analytical models for availability evaluation of edge and fog computing nodes22
Sliding window-based LightGBM model for electric load forecasting using anomaly repair22
An optimized image watermarking algorithm based on SVD and IWT22
A latency-aware and energy-efficient computation offloading in mobile fog computing: a hidden Markov model-based approach22
The performances of iterative type-2 fuzzy C-mean on GPU for image segmentation21
Consensus-based bundle algorithm with local replanning for heterogeneous multi-UAV system in the time-sensitive and dynamic environment21
A latency-aware task scheduling algorithm for allocating virtual machines in a cost-effective and time-sensitive fog-cloud architecture21
LBTM: A lightweight blockchain-based trust management system for social internet of things21
PSO-RDAL: particle swarm optimization-based resource- and deadline-aware dynamic load balancer for deadline constrained cloud tasks21
Structure-preserving NPR framework for image abstraction and stylization21
CFIN: A community-based algorithm for finding influential nodes in complex social networks21
Improved authentication and computation of medical data transmission in the secure IoT using hyperelliptic curve cryptography21
Quasi oppositional Aquila optimizer-based task scheduling approach in an IoT enabled cloud environment21
Considerations about learning Word2Vec21
Mapping techniques in multicore processors: current and future trends20
Forecasting peak energy demand for smart buildings20
Deep learning-based algorithm for vehicle detection in intelligent transportation systems20
Tool wear prediction using convolutional bidirectional LSTM networks20
Optimal demultiplexer unit design and energy estimation using quantum dot cellular automata20
Hierarchical clustering and routing protocol to ensure scalability and reliability in large-scale wireless sensor networks20
Efficient design and implementation of a robust coplanar crossover and multilayer hybrid full adder–subtractor using QCA technology20
A blockchain-based secure storage and access control scheme for supply chain finance20
A review on architecture and models for autonomic software systems20
Design and implementation of a cloud-based event-driven architecture for real-time data processing in wireless sensor networks20
A survey of energy-saving technologies in cloud data centers20
Energy-efficient polyglot persistence database live migration among heterogeneous clouds20
A hybrid machine learning approach for detecting unprecedented DDoS attacks19
GSAGA: A hybrid algorithm for task scheduling in cloud infrastructure19
Recognition of food type and calorie estimation using neural network19
A multi-label ensemble predicting model to service recommendation from social media contents19
Auditable attribute-based data access control using blockchain in cloud storage19
A firefly algorithm for power management in wireless sensor networks (WSNs)19
An ACO-based multi-objective optimization for cooperating VM placement in cloud data center19
An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning19
A novel state transition simulated annealing algorithm for the multiple traveling salesmen problem19
RETRACTED ARTICLE: FSO-LSTM IDS: hybrid optimized and ensembled deep-learning network-based intrusion detection system for smart networks19
A transfer learning-based efficient spatiotemporal human action recognition framework for long and overlapping action classes19
Implementation of real estate contract system using zero knowledge proof algorithm based blockchain19
A new deep intuitionistic fuzzy time series forecasting method based on long short-term memory19
A cluster-tree-based energy-efficient routing protocol for wireless sensor networks with a mobile sink19
Corona virus optimization (CVO): a novel optimization algorithm inspired from the Corona virus pandemic19
Hybrid binary arithmetic optimization algorithm with simulated annealing for feature selection in high-dimensional biomedical data19
An enhanced AHP-TOPSIS-based clustering algorithm for high-quality live video streaming in flying ad hoc networks18
Energy-saving distributed monitoring-based firefly algorithm in wireless sensors networks18
Replication and data management-based workflow scheduling algorithm for multi-cloud data centre platform18
Cyber-physical systems for structural health monitoring: sensing technologies and intelligent computing18
A secure three-factor-based authentication with key agreement protocol for e-Health clouds18
Improved salp swarm algorithm based on the levy flight for feature selection18
Human pose, hand and mesh estimation using deep learning: a survey18
Token-based approach in distributed mutual exclusion algorithms: a review and direction to future research18
FAGWO-H: A hybrid method towards fault-tolerant cluster-based routing in wireless sensor network for IoT applications18
Multilevel thresholding using an improved cuckoo search algorithm for image segmentation18
Trend analysis using agglomerative hierarchical clustering approach for time series big data18
Optimal fault-tolerant quantum comparators for image binarization18
Investigating multiple defects on a new fault-tolerant three-input QCA majority gate17
A deep learning-based CEP rule extraction framework for IoT data17
The implementation of data storage and analytics platform for big data lake of electricity usage with spark17
Multi-spectral remote sensing land-cover classification based on deep learning methods17
An evolutionary multi-hidden Markov model for intelligent threat sensing in industrial internet of things17
Quantum-inspired binary chaotic salp swarm algorithm (QBCSSA)-based dynamic task scheduling for multiprocessor cloud computing systems17
A hybrid bi-objective scheduling algorithm for execution of scientific workflows on cloud platforms with execution time and reliability approach17
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data17
Attention-based Conv-LSTM and Bi-LSTM networks for large-scale traffic speed prediction17
Deep knowledge-aware framework for web service recommendation17
OKCM: improving parallel task scheduling in high-performance computing systems using online learning17
Algorithms and software for data mining and machine learning: a critical comparative view from a systematic review of the literature17
Optimal circulant graphs as low-latency network topologies17
Stochastic models for performance and cost analysis of a hybrid cloud and fog architecture17
Accelerating number theoretic transform in GPU platform for fully homomorphic encryption17
Searchable encryption on the cloud: a survey17
A queuing theory model for fog computing17
A novel IoT–fog–cloud-based healthcare system for monitoring and predicting COVID-19 outspread17
Accelerating Louvain community detection algorithm on graphic processing unit16
Binary quantum-inspired gravitational search algorithm-based multi-criteria scheduling for multi-processor computing systems16
Hybrid-based framework for COVID-19 prediction via federated machine learning models16
A novel method to improve computational and classification performance of rice plant disease identification16
An application of MOGW optimization for feature selection in text classification16
A novel weight-oriented graph convolutional network for aspect-based sentiment analysis16
Construction and verification of color fundus image retinal vessels segmentation algorithm under BP neural network16
ETA-HP: an energy and temperature-aware real-time scheduler for heterogeneous platforms16
Availability model for edge-fog-cloud continuum: an evaluation of an end-to-end infrastructure of intelligent traffic management service16
Neural network-based indoor localization system with enhanced virtual access points16
THS-IDPC: A three-stage hierarchical sampling method based on improved density peaks clustering algorithm for encrypted malicious traffic detection16
Dynamic and scalable multi-level trust management model for Social Internet of Things16
Sampling-based visual assessment computing techniques for an efficient social data clustering16
Automated detection of age-related macular degeneration using a pre-trained deep-learning scheme16
Kubernetes distributions for the edge: serverless performance evaluation16
An investigation and comparison of machine learning approaches for intrusion detection in IoMT network16
A hybrid list-based task scheduling scheme for heterogeneous computing16
FPGA-based accelerator for object detection: a comprehensive survey15
Traffic sign detection based on improved faster R-CNN for autonomous driving15
Dynamic opposite learning enhanced artificial ecosystem optimizer for IIR system identification15
Realization of ultrafast all-optical NAND and XNOR logic functions using carrier reservoir semiconductor optical amplifiers15
Building a model to exploit association rules and analyze purchasing behavior based on rough set theory15
Multi-objective NSGA-II optimization framework for UAV path planning in an UAV-assisted WSN15
Provably secure lightweight client authentication scheme with anonymity for TMIS using chaotic hash function15
Using a task dependency job-scheduling method to make energy savings in a cloud computing environment15
Driver attention prediction based on convolution and transformers15
A comparative analysis of prominently used MCDM methods in cloud environment15
Prediction of IIoT traffic using a modified whale optimization approach integrated with random forest classifier15
RETRACTED ARTICLE: Intrusion detection based on machine learning in the internet of things, attacks and counter measures15
Performance optimization in delay tolerant networks using backtracking algorithm for fully credits distribution to contrast selfish nodes15
Smart city information processing under internet of things and cloud computing15
Design of an IoT DDoS attack prediction system based on data mining technology15
PyDTNN: A user-friendly and extensible framework for distributed deep learning15
Improving the learning of self-driving vehicles based on real driving behavior using deep neural network techniques15
The predicting public sentiment evolution on public emergencies under deep learning and internet of things15
A novel multiclass priority algorithm for task scheduling in cloud computing15
A novel decentralized security architecture against sybil attack in RPL-based IoT networks: a focus on smart home use case14
HybriDroid: an empirical analysis on effective malware detection model developed using ensemble methods14
An energy-efficient cuckoo search algorithm for virtual machine placement in cloud computing data centers14
Classification of resource management approaches in fog/edge paradigm and future research prospects: a systematic review14
A novel approach for multilevel multi-secret image sharing scheme14
Collaborative detection and mitigation of DDoS in software-defined networks14
Chaotic-based divide-and-conquer feature selection method and its application in cardiac arrhythmia classification14
Multivariate workload and resource prediction in cloud computing using CNN and GRU by attention mechanism14
A formally verified blockchain-based decentralised authentication scheme for the internet of things14
Blockchain-based federation of wireless sensor nodes14
Exploring the website object layout of responsive web design: results of eye tracking evaluations14
Colony search optimization algorithm using global optimization14
DDBWS: a dynamic deadline and budget-aware workflow scheduling algorithm in workflow-as-a-service environments14
An evolutionary game approach to IoT task offloading in fog-cloud computing14
A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices14
OG-RADL: overall performance-based resource-aware dynamic load-balancer for deadline constrained Cloud tasks14
An optimized FP-growth algorithm for discovery of association rules14
OFP-TM: an online VM failure prediction and tolerance model towards high availability of cloud computing environments14
Parallel implementation of Nussbaumer algorithm and number theoretic transform on a GPU platform: application to qTESLA14
Performance evaluation and optimization of a task offloading strategy on the mobile edge computing with edge heterogeneity14
An efficient U-Net framework for lung nodule detection using densely connected dilated convolutions14
Knowledge-based virtual outdoor weather event simulator using unity 3D14
RETRACTED ARTICLE: Smart communication using tri-spectral sign recognition for hearing-impaired people13
EIDM: deep learning model for IoT intrusion detection systems13
A CSO-based approach for secure data replication in cloud computing environment13
A semi-supervised approach in detecting sentiment and emotion based on digital payment reviews13
Reliability-aware task scheduling for energy efficiency on heterogeneous multiprocessor systems13
A deep learning based approach for predicting the demand of electric vehicle charge13
People-centric collective intelligence: decentralized and enhanced privacy mobile crowd sensing based on blockchain13
First experiences of teaching quantum computing13
An intelligent cloud computing of trunk logistics alliance based on blockchain and big data13
A framework of genetic algorithm-based CNN on multi-access edge computing for automated detection of COVID-1913
Construction and implementation of a college talent cultivation system under deep learning and data mining algorithms13
Accurate computing of facial expression recognition using a hybrid feature extraction technique13
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