Future Generation Computer Systems-The International Journal of Escien

Article	Citations
Slime mould algorithm: A new method for stochastic optimization	1980
A survey on security and privacy of federated learning	653
ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis	484
BlockIoTIntelligence: A Blockchain-enabled Intelligent IoT Architecture with Artificial Intelligence	346
Recent advancements and challenges of Internet of Things in smart agriculture: A survey	299
Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies	270
Blockchain for the metaverse: A Review	259
An ensemble machine learning approach through effective feature extraction to classify fake news	255
A survey on blockchain for big data: Approaches, opportunities, and future directions	243
An intelligent healthcare monitoring framework using wearable sensors and social networking data	243
A survey of human-in-the-loop for machine learning	236
Privacy-preserving blockchain-based federated learning for traffic flow prediction	197
Big data analysis of the Internet of Things in the digital twins of smart city based on deep learning	188
A drone-based networked system and methods for combating coronavirus disease (COVID-19) pandemic	186
OBPP: An ontology-based framework for privacy-preserving in IoT-based smart city	172
Transformer based Deep Intelligent Contextual Embedding for Twitter sentiment analysis	165
A framework for privacy-preservation of IoT healthcare data using Federated Learning and blockchain technology	162
Multiple cloud storage mechanism based on blockchain in smart homes	160
Scheduling Internet of Things requests to minimize latency in hybrid Fog–Cloud​ computing	159
Human action recognition using attention based LSTM network with dilated CNN features	148
Semantic segmentation for multiscale target based on object recognition using the improved Faster-RCNN model	140
Iota Tangle: A cryptocurrency to communicate Internet-of-Things data	139
Deep learning-based cardiovascular image diagnosis: A promising challenge	133
The application research of neural network and BP algorithm in stock price pattern classification and prediction	131
Towards sFlow and adaptive polling sampling for deep learning based DDoS detection in SDN	130

A new network forensic framework based on deep learning for Internet of Things networks: A particle deep framework	129
RETRACTED: Intelligent edge computing based on machine learning for smart city	129
Detection and diagnosis of chronic kidney disease using deep learning-based heterogeneous modified artificial neural network	128
DeepAMD: Detection and identification of Android malware using high-efficient Deep Artificial Neural Network	124
A review of sentiment analysis research in Arabic language	121
Multi-dimensional feature fusion and stacking ensemble mechanism for network intrusion detection	120
Optimized container scheduling for data-intensive serverless edge computing	116
A state-of-the-art survey on solving non-IID data in Federated Learning	116
A bibliometric analysis and visualization of blockchain	116
From big data to smart energy services: An application for intelligent energy management	109
Emotion recognition by deeply learned multi-channel textual and EEG features	105
DIDDOS: An approach for detection and identification of Distributed Denial of Service (DDoS) cyberattacks using Gated Recurrent Units (GRU)	104
Imbalanced data classification: A KNN and generative adversarial networks-based hybrid approach for intrusion detection	104
Advanced optimization technique for scheduling IoT tasks in cloud-fog computing environments	103
Genetic convolutional neural network for intrusion detection systems	101
An effective hybrid collaborative algorithm for energy-efficient distributed permutation flow-shop inverse scheduling	98
Serverless execution of scientific workflows: Experiments with HyperFlow, AWS Lambda and Google Cloud Functions	98
An adaptive federated learning scheme with differential privacy preserving	96
Defending network intrusion detection systems against adversarial evasion attacks	95
Heart disease identification from patients’ social posts, machine learning solution on Spark	94
Intelligent Dynamic Malware Detection using Machine Learning in IP Reputation for Forensics Data Analytics	91
Deep learning framework based on integration of S-Mask R-CNN and Inception-v3 for ultrasound image-aided diagnosis of prostate cancer	91
MCFT-CNN: Malware classification with fine-tune convolution neural networks using traditional and transfer learning in Internet of Things	90
Research on strong agile response task scheduling optimization enhancement with optimal resource usage in green cloud computing	89
Design and application of fog computing and Internet of Things service platform for smart city	89
Anomaly detection framework for Internet of things traffic using vector convolutional deep learning approach in fog environment	88
Adversarial Deep Learning approach detection and defense against DDoS attacks in SDN environments	87
Tracking and collision avoidance of virtual coupling train control system	86
Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data	85
Constructing a prior-dependent graph for data clustering and dimension reduction in the edge of AIoT	85
Lightweight cryptography in IoT networks: A survey	84
Artificial intelligence for securing industrial-based cyber–physical systems	83
Aggression detection through deep neural model on Twitter	83
A lightweight supervised intrusion detection mechanism for IoT networks	83
Multiple improved residual networks for medical image super-resolution	82
DoS and DDoS attacks in Software Defined Networks: A survey of existing solutions and research challenges	82
GAN augmentation to deal with imbalance in imaging-based intrusion detection	81
Saving time and cost on the scheduling of fog-based IoT applications using deep reinforcement learning approach	79
Handwriting dynamics assessment using deep neural network for early identification of Parkinson’s disease	79
Attention-based sentiment analysis using convolutional and recurrent neural network	79
Handling missing data in near real-time environmental monitoring: A system and a review of selected methods	78
BiLSTM deep neural network model for imbalanced medical data of IoT systems	76
LEChain: A blockchain-based lawful evidence management scheme for digital forensics	76
A framework for anomaly detection and classification in Multiple IoT scenarios	76
Deep Graph neural network-based spammer detection under the perspective of heterogeneous cyberspace	75
Towards secure and efficient energy trading in IIoT-enabled energy internet: A blockchain approach	74
Prostate cancer classification from ultrasound and MRI images using deep learning based Explainable Artificial Intelligence	74
Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes	74
Artificial intelligence-enabled Internet of Things-based system for COVID-19 screening using aerial thermal imaging	73
XSRU-IoMT: Explainable simple recurrent units for threat detection in Internet of Medical Things networks	72

A reputation score policy and Bayesian game theory based incentivized mechanism for DDoS attacks mitigation and cyber defense	71
A blockchain-based eHealthcare system interoperating with WBANs	71
BigTrustScheduling: Trust-aware big data task scheduling approach in cloud computing environments	71
Secure healthcare monitoring framework integrating NDN-based IoT with edge cloud	70
Blockchain-based trust mechanism for digital twin empowered Industrial Internet of Things	67
A blockchain-based preserving and sharing system for medical data privacy	67
A metaheuristic method for joint task scheduling and virtual machine placement in cloud data centers	66
Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks	66
The explainability paradox: Challenges for xAI in digital pathology	66
Dredas: Decentralized, reliable and efficient remote outsourced data auditing scheme with blockchain smart contract for industrial IoT	66
Enhancing cyber–physical systems with hybrid smart city cyber security architecture for secure public data-smart network	66
Blockchain-based data privacy management with Nudge theory in open banking	65
Superposition Graph Neural Network for offshore wind power prediction	65
Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data	65
Augmented whale feature selection for IoT attacks: Structure, analysis and applications	64
An efficient and outsourcing-supported attribute-based access control scheme for edge-enabled smart healthcare	63
Slow-movement particle swarm optimization algorithms for scheduling security-critical tasks in resource-limited mobile edge computing	63
Fingerprint classification and identification algorithms for criminal investigation: A survey	63
HealthXAI: Collaborative and explainable AI for supporting early diagnosis of cognitive decline	63
A new data clustering strategy for enhancing mutual privacy in healthcare IoT systems	63
Human–computer interaction-based Decision Support System with Applications in Data Mining	61
Privacy-preserving quality prediction for edge-based IoT services	61
AoI-aware energy control and computation offloading for industrial IoT	61
Scalable blockchains — A systematic review	61
File- and API-based interoperability of digital twins by model transformation: An IIoT case study using asset administration shell	60
A discrete PSO-based static load balancing algorithm for distributed simulations in a cloud environment	60
Blockchain-enabled fraud discovery through abnormal smart contract detection on Ethereum	59
ETERS: A comprehensive energy aware trust-based efficient routing scheme for adversarial WSNs	58
Internet-of-Forensic (IoF): A blockchain based digital forensics framework for IoT applications	58
Autonomous mitigation of cyber risks in the Cyber–Physical Systems	56
Detecting fake images by identifying potential texture difference	56
Scalable multi-channel dilated CNN–BiLSTM model with attention mechanism for Chinese textual sentiment analysis	56
Integration of blockchain and edge computing in internet of things: A survey	56
Dynamic fog-to-fog offloading in SDN-based fog computing systems	55
Building the Internet of Things platform for smart maternal healthcare services with wearable devices and cloud computing	55
PROUD: Verifiable Privacy-preserving Outsourced Attribute Based SignCryption supporting access policy Update for cloud assisted IoT applications	55
An emotion and cognitive based analysis of mental health disorders from social media data	55
Blockchain-based decentralized reputation system in E-commerce environment	54
FLAGS: A methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning	54
Chaotic improved PICEA-g-based multi-objective optimization for workflow scheduling in cloud environment	54
FedProc: Prototypical contrastive federated learning on non-IID data	54
GRU-based deep learning approach for network intrusion alert prediction	53
Fetal cardiac cycle detection in multi-resource echocardiograms using hybrid classification framework	53
A double-blockchain solution for agricultural sampled data security in Internet of Things network	52
Internet of things forensic data analysis using machine learning to identify roots of data scavenging	52
Visualization and deep-learning-based malware variant detection using OpCode-level features	52
Generating knowledge graphs by employing Natural Language Processing and Machine Learning techniques within the scholarly domain	52
Blockchain voting: Publicly verifiable online voting protocol without trusted tallying authorities	52
Alzheimer’s disease progression detection model based on an early fusion of cost-effective multimodal data	52
Serverless computing for Internet of Things: A systematic literature review	52
SEENS: Nuclei segmentation in Pap smear images with selective edge enhancement	51
Tikiri—Towards a lightweight blockchain for IoT	51
Improved Long Short-Term Memory based anomaly detection with concept drift adaptive method for supporting IoT services	51
Novel binary logistic regression model based on feature transformation of XGBoost for type 2 Diabetes Mellitus prediction in healthcare systems	51
A fast and accurate circle detection algorithm based on random sampling	51
ICN with edge for 5G: Exploiting in-network caching in ICN-based edge computing for 5G networks	50
QoS-aware placement of microservices-based IoT applications in Fog computing environments	50
Identifying performance anomalies in fluctuating cloud environments: A robust correlative-GNN-based explainable approach	49
A smart energy and reliability aware scheduling algorithm for workflow execution in DVFS-enabled cloud environment	49
A privacy-protected intelligent crowdsourcing application of IoT based on the reinforcement learning	48
PUC: Packet Update Caching for energy efficient IoT-based Information-Centric Networking	47
Ontology-driven aspect-based sentiment analysis classification: An infodemiological case study regarding infectious diseases in Latin America	47
SDN-based cyber defense: A survey	47
Real-time epileptic seizure recognition using Bayesian genetic whale optimizer and adaptive machine learning	47
Workload forecasting and energy state estimation in cloud data centres: ML-centric approach	47
REHAB-C: Recommendations for Energy HABits Change	47
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach	46
STGNN-TTE: Travel time estimation via spatial–temporal graph neural network	46
Real time performance analysis of secure IoT protocols for microgrid communication	46
Delegated content erasure in IPFS	46
On the ICN-IoT with federated learning integration of communication: Concepts, security-privacy issues, applications, and future perspectives	45
Automatic feature extraction in X-ray image based on deep learning approach for determination of bone age	45
IoT embedded cloud-based intelligent power quality monitoring system for industrial drive application	45
Fuzzy-Taylor-elephant herd optimization inspired Deep Belief Network for DDoS attack detection and comparison with state-of-the-arts algorithms	45
Research on unsupervised feature learning for Android malware detection based on Restricted Boltzmann Machines	44
Graph convolutional networks for graphs containing missing features	44
A binary moth search algorithm based on self-learning for multidimensional knapsack problems	43
Design and control of soft rehabilitation robots actuated by pneumatic muscles: State of the art	43
Towards Smart Farming: Fog-enabled intelligent irrigation system using deep neural networks	43
Multi-robot path planning in wireless sensor networks based on jump mechanism PSO and safety gap obstacle avoidance	43

A Q-Learning-based distributed routing protocol for frequency-switchable magnetic induction-based wireless underground sensor networks	43
Early detection of cyberbullying on social media networks	43
An online auction mechanism for time-varying multidimensional resource allocation in clouds	42
Secure medical data transmission using a fusion of bit mask oriented genetic algorithm, encryption and steganography	42
Hybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting	42
A systematic literature review of IoT time series anomaly detection solutions	42
An evolutionary fuzzy scheduler for multi-objective resource allocation in fog computing	42
Collaborative APIs recommendation for Artificial Intelligence of Things with information fusion	42
Research on structure optimization and motion characteristics of wearable medical robotics based on Improved Particle Swarm Optimization Algorithm	41
Ensembles of Convolutional Neural Network models for pediatric pneumonia diagnosis	41
Detecting misogyny in Spanish tweets. An approach based on linguistics features and word embeddings	41
Partitioned integration and coordination via the self-organising coordination regions pattern	41
Energy-aware workflow scheduling and optimization in clouds using bat algorithm	41
Optimal data placement strategy considering capacity limitation and load balancing in geographically distributed cloud	41
Host-based IDS: A review and open issues of an anomaly detection system in IoT	40
FedSA: A staleness-aware asynchronous Federated Learning algorithm with non-IID data	40
Flux: Overcoming scheduling challenges for exascale workflows	40
A blockchain based certificate revocation scheme for vehicular communication systems	40
Task offloading in vehicular fog computing: State-of-the-art and open issues	39
Multi-modal aggression identification using Convolutional Neural Network and Binary Particle Swarm Optimization	39
Robot path planning by leveraging the graph-encoded Floyd algorithm	39
Explainable framework for Glaucoma diagnosis by image processing and convolutional neural network synergy: Analysis with doctor evaluation	38
Review on security of federated learning and its application in healthcare	38
Secure crowd-sensing protocol for fog-based vehicular cloud	38
Learning behaviours data in programming education: Community analysis and outcome prediction with cleaned data	38
LSMD: A fast and robust local community detection starting from low degree nodes in social networks	38
A low-cost physical location discovery scheme for large-scale Internet of Things in smart city through joint use of vehicles and UAVs	37
Achieving cybersecurity in blockchain-based systems: A survey	37
Android malware obfuscation variants detection method based on multi-granularity opcode features	37
Deep reinforcement learning for energy and time optimized scheduling of precedence-constrained tasks in edge–cloud computing environments	37
A high precision intrusion detection system for network security communication based on multi-scale convolutional neural network	37
BSMD:A blockchain-based secure storage mechanism for big spatio-temporal data	37
Developing accurate and scalable simulators of production workflow management systems with WRENCH	37
Deadline-constrained energy-aware workflow scheduling in geographically distributed cloud data centers	37
Energy-aware scheduling in edge computing with a clustering method	37
Big data driven Internet of Things for credit evaluation and early warning in finance	36
Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection	36
Deep Reinforcement Learning for energy-aware task offloading in join SDN-Blockchain 5G massive IoT edge network	36
Automated evolutionary approach for the design of composite machine learning pipelines	36
DecChain: A decentralized security approach in Edge Computing based on Blockchain	36
An AI-enabled lightweight data fusion and load optimization approach for Internet of Things	36
Event prediction based on evolutionary event ontology knowledge	36
PACO-VMP: Parallel Ant Colony Optimization for Virtual Machine Placement	36
Model aggregation techniques in federated learning: A comprehensive survey	36
A multi-stage denoising framework for ambulatory ECG signal based on domain knowledge and motion artifact detection	35
A hybrid personalized scholarly venue recommender system integrating social network analysis and contextual similarity	35
Identifying fraud in medical insurance based on blockchain and deep learning	35
Ontology based recommender system using social network data	35
Human activity recognition using marine predators algorithm with deep learning	35
Explicit aspects extraction in sentiment analysis using optimal rules combination	35
Multi-view face recognition using deep neural networks	35
Opportunistic capacity based resource allocation for 6G wireless systems with network slicing	35
SecFedNIDS: Robust defense for poisoning attack against federated learning-based network intrusion detection system	35
Complex event detection for commodity distribution Internet of Things model incorporating radio frequency identification and Wireless Sensor Network	34
Software-defined DDoS detection with information entropy analysis and optimized deep learning	34
QoE-aware user allocation in edge computing systems with dynamic QoS	34
Improved emotion recognition in Spanish social media through incorporation of lexical knowledge	34
AFCL: An Abstract Function Choreography Language for serverless workflow specification	34
High-quality face image generation using particle swarm optimization-based generative adversarial networks	34
BA-RMKABSE: Blockchain-aided Ranked Multi-keyword Attribute-based Searchable Encryption with Hiding Policy for Smart Health System	34
Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges	34
Energy-efficient VM scheduling based on deep reinforcement learning	33
A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web	33
PSO and K-means-based semantic segmentation toward agricultural products	33
A secure localization scheme based on trust assessment for WSNs using blockchain technology	33
A Fog caching scheme enabled by ICN for IoT environments	33
Similarity hash based scoring of portable executable files for efficient malware detection in IoT	32
An optimal support vector machine based classification model for sentimental analysis of online product reviews	32
Kafka-ML: Connecting the data stream with ML/AI frameworks	32
Virtualizing mixed-criticality systems: A survey on industrial trends and issues	32
Energy-efficient and secure mobile fog-based cloud for the Internet of Things	32
A blockchain-based trust system for decentralised applications: When trustless needs trust	32
Self-improving system integration: Mastering continuous change	32
A novel offloading approach of IoT user perception task based on quantum behavior particle swarm optimization	32
Federated intelligence of anomaly detection agent in IoTMD-enabled Diabetes Management Control System	32
Performance optimization of serverless edge computing function offloading based on deep reinforcement learning	32
An ultrasound standard plane detection model of fetal head based on multi-task learning and hybrid knowledge graph	32
Multimodal semantic communication accelerated bidirectional caching for 6G MEC	31
Enhanced Lightning Network (off-chain)-based micropayment in IoT ecosystems	31
On IoT intrusion detection based on data augmentation for enhancing learning on unbalanced samples	31
Neural machine translating from natural language to SPARQL	31
A novel method for identifying the damage assessment tweets during disaster	31
Detecting anomalies in microservices with execution trace comparison	31
DAD: A Distributed Anomaly Detection system using ensemble one-class statistical learning in edge networks	31
Pedestrian safety using the Internet of Things and sensors: Issues, challenges, and open problems	31
MAGNETO: Covert channel between air-gapped systems and nearby smartphones via CPU-generated magnetic fields	31
Privacy-preserving malware detection in Android-based IoT devices through federated Markov chains	31
Lightweight self-organising distributed monitoring of Fog infrastructures	31
BCFL logging: An approach to acquire and preserve admissible digital forensics evidence in cloud ecosystem	31
CLOSURE: A cloud scientific workflow scheduling algorithm based on attack–defense game model	31
Anonymous decentralized attribute-based access control for cloud-assisted IoT	30
Multi-domain sentiment analysis with mimicked and polarized word embeddings for human–robot interaction	30
A logistic mapping-based encryption scheme for Wireless Body Area Networks	30
Experimenting with smart contracts for access control and delegation in IoT	30
One scan based high average-utility pattern mining in static and dynamic databases	30