Computing

Article	Citations
Multi-input CNN-GRU based human activity recognition using wearable sensors	238
Customer churn prediction system: a machine learning approach	133
Future directions for chatbot research: an interdisciplinary research agenda	105
A modified DeepWalk method for link prediction in attributed social network	76
Nature inspired meta heuristic algorithms for optimization problems	70
Smart COVID-shield: an IoT driven reliable and automated prototype model for COVID-19 symptoms tracking	65
Edge computing: current trends, research challenges and future directions	65
An improved YOLO-based road traffic monitoring system	58
Energy-makespan optimization of workflow scheduling in fog–cloud computing	51
A hybrid machine learning model for intrusion detection in VANET	48
AI-enabled remote monitoring of vital signs for COVID-19: methods, prospects and challenges	44
Enhanced Harris Hawks optimization as a feature selection for the prediction of student performance	41
An optimized feature selection using bio-geography optimization technique for human walking activities recognition	39
EELRP: energy efficient layered routing protocol in wireless sensor networks	37
A survey on meta-heuristic algorithms for the influence maximization problem in the social networks	37
An optimization scheme for IoT based smart greenhouse climate control with efficient energy consumption	37
An improved list-based task scheduling algorithm for fog computing environment	33
Bearing fault diagnosis based on improved federated learning algorithm	32
Efficient federated learning for fault diagnosis in industrial cloud-edge computing	31
Trust-driven reinforcement selection strategy for federated learning on IoT devices	31
Dynamic resource allocation in cloud computing: analysis and taxonomies	30
VLDNet: Vision-based lane region detection network for intelligent vehicle system using semantic segmentation	30
Air pollution prediction based on factory-aware attentional LSTM neural network	28
Quality of service provisioning in network function virtualization: a survey	27
Artificial intelligence to automate the systematic review of scientific literature	27

The greedy coupled-seeds expansion method for the overlapping community detection in social networks	25
Task scheduling in edge-fog-cloud architecture: a multi-objective load balancing approach using reinforcement learning algorithm	25
A scheme for intelligent blockchain-based manufacturing industry supply chain management	25
An IoT-enabled smart health care system for screening of COVID-19 with multi layers features fusion and selection	24
Optimal rendezvous points selection to reliably acquire data from wireless sensor networks using mobile sink	24
Towards 5G-based IoT security analysis against Vo5G eavesdropping	24
IoT-cloud based healthcare model for COVID-19 detection: an enhanced k-Nearest Neighbour classifier based approach	23
An overview of queuing delay and various delay based algorithms in networks	23
A multi-attribute decision making approach for on-demand charging scheduling in wireless rechargeable sensor networks	22
Virtual machine migration policy for multi-tier application in cloud computing based on Q-learning algorithm	22
Anomaly detection in cloud environment using artificial intelligence techniques	21
Strategy-proof mechanism for online resource allocation in cloud and edge collaboration	21
VNE solution for network differentiated QoS and security requirements: from the perspective of deep reinforcement learning	21
Edge computing	21
Adaptive ensembles of autoencoders for unsupervised IoT network intrusion detection	21
Time series-based workload prediction using the statistical hybrid model for the cloud environment	21
Prediction of link evolution using community detection in social network	20
Wireless sensor networks: a survey, categorization, main issues, and future orientations for clustering protocols	20
Scalable blockchain storage systems: research progress and models	19
Machine learning approaches to network intrusion detection for contemporary internet traffic	19
Energy-efficient approach to lower the carbon emissions of data centers	19
Road surface type classification based on inertial sensors and machine learning	18
Machine learning-based IoT system for COVID-19 epidemics	18
An efficient gray system theory-based routing protocol for energy consumption management in the Internet of Things using fog and cloud computing	18
Evaluation of fog application placement algorithms: a survey	18
Trust on wheels: Towards secure and resource efficient IoV networks	18
Fuzzy logic-based VANET routing method to increase the QoS by considering the dynamic nature of vehicles	17
A Prior-mask-guided Few-shot Learning for Skin Lesion Segmentation	17
The evolution of distributed computing systems: from fundamental to new frontiers	17
An ECC-based lightweight remote user authentication and key management scheme for IoT communication in context of fog computing	17
Bio-signal data sharing security through watermarking: a technical survey	17
An overview of data reduction solutions at the edge of IoT systems: a systematic mapping of the literature	17
An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques	16
MDER: modified degree with exclusion ratio algorithm for influence maximisation in social networks	16
Allocation of applications to Fog resources via semantic clustering techniques: with scenarios from intelligent transportation systems	15
An intelligent healthcare system for predicting and preventing dengue virus infection	15
Combined use of coral reefs optimization and reinforcement learning for improving resource utilization and load balancing in cloud environments	15
A systematic mapping study on automated analysis of privacy policies	15
A novel ECC-based provably secure and privacy-preserving multi-factor authentication protocol for cloud computing	15
Coupling multifunction drones with AI in the fight against the coronavirus pandemic	14
Blockchain-based secure multi-resource trading model for smart marketplace	14
Jointly Optimizing Offloading Decision and Bandwidth Allocation with Energy Constraint in Mobile Edge Computing Environment	14
Secure FaaS orchestration in the fog: how far are we?	14
Energy generation forecasting: elevating performance with machine and deep learning	13
Detector-based component model abstraction for microservice-based systems	13
A weighted K-member clustering algorithm for K-anonymization	12
An energy-efficient and deadline-aware workflow scheduling algorithm in the fog and cloud environment	12
IoT-enabled stacked ensemble of deep neural networks for the diagnosis of COVID-19 using chest CT scans	12
The impact of biased sampling of event logs on the performance of process discovery	12
Fog-based architecture for scheduling multiple workflows with high availability requirement	12

A conceptual framework for resilience: fundamental definitions, strategies and metrics	12
Improved approaches for density-based outlier detection in wireless sensor networks	12
Performance and availability evaluation of an smart hospital architecture	11
Heterogeneous self-tracked health and fitness data integration and sharing according to a linked open data approach	11
A systematic literature review of blockchain-based e-KYC systems	11
Machine learning driven intelligent and self adaptive system for traffic management in smart cities	11
A prediction-based model for virtual machine live migration monitoring in a cloud datacenter	11
Multi-objective optimization for VM placement in homogeneous and heterogeneous cloud service provider data centers	11
Morse glasses: an IoT communication system based on Morse code for users with speech impairments	11
A self-learning bee colony and genetic algorithm hybrid for cloud manufacturing services	11
A systematic study on blockchain technology in education: initiatives, products, applications, benefits, challenges and research direction	11
Novel self-adjusted particle swarm optimization algorithm for feature selection	11
HATMOG: an enhanced hybrid task assignment algorithm based on AHP-TOPSIS and multi-objective genetic in cloud computing	10
Realizing self-adaptive systems via online reinforcement learning and feature-model-guided exploration	10
Design of classical-quantum systems with UML	10
Prediction based task scheduling approach for floodplain application in cloud environment	10
A hierarchical formal method for performance evaluation of WSNs protocol	10
Energy-efficient workflow scheduling with budget-deadline constraints for cloud	10
An intelligent resource management method in SDN based fog computing using reinforcement learning	10
An IoT-based contribution to improve mobility of the visually impaired in Smart Cities	10
Sensor network sensing coverage optimization with improved artificial bee colony algorithm using teaching strategy	9
Context-aware recommender system using trust network	9
Users opinion and emotion understanding in social media regarding COVID-19 vaccine	9
SADM-SDNC: security anomaly detection and mitigation in software-defined networking using C-support vector classification	9
Seamless computation offloading for mobile applications using an online learning algorithm	9
AwARE: a framework for adaptive recommendation of educational resources	9
The impact of copycat attack on RPL based 6LoWPAN networks in Internet of Things	9
A job scheduling algorithm based on rock hyrax optimization in cloud computing	9
Special issue on intelligent Edge, Fog, Cloud and Internet of Things (IoT)-based services	9
Passive social sensing with smartphones: a systematic review	8
Energy-efficient virtual machine placement algorithm based on power usage	8
Rumor detection based on a Source-Replies conversation Tree Convolutional Neural Net	8
Enhanced hybrid multi-objective workflow scheduling approach based artificial bee colony in cloud computing	8
Deep reinforcement learning based QoE-aware actor-learner architectures for video streaming in IoT environments	8
Community detection algorithms for recommendation systems: techniques and metrics	8
A data fusion based data aggregation and sensing technique for fault detection in wireless sensor networks	8
Interference Aware Workload Scheduling for Latency Sensitive Tasks in Cloud Environment	8
An improved firefly algorithm based on personalized step strategy	8
Internet network location privacy protection with multi-access edge computing	8
Congestion avoidance in wireless sensor network using software defined network	8
Handover authentication latency reduction using mobile edge computing and mobility patterns	8
A model-based approach for planning blockchain service provisioning	7
A clustering approach for software defect prediction using hybrid social mimic optimization algorithm	7
Analysing environmental impact of large-scale events in public spaces with cross-domain multimodal data fusion	7
A fuzzy arithmetic-based analytical reliability assessment framework (FAARAF): case study, cognitive radio vehicular networks with drivers	7
Assessment of physiological states from contactless face video: a sparse representation approach	7
A framework for modeling and executing task-Specific resource allocations in business processes	7
Smart connected parking lots based on secured multimedia IoT devices	7
A novel indoor localization system using machine learning based on bluetooth low energy with cloud computing	7
Improving the stability of label propagation algorithm by propagating from low-significance nodes for community detection in social networks	7
An energy efficient multi-mobile agent itinerary planning approach in wireless sensor networks	7
Ultra-safe and reliable enhanced train-centric communication-based train control system	7
Towards big services: a synergy between service computing and parallel programming	7
Four vector intelligent metaheuristic for data optimization	7
Modelling resilient collaborative multi-agent systems	7
A reliability estimation framework for cognitive radio V2V communications and an ANN-based model for automating estimations	7
X-IoT: a model-driven approach to support IoT application portability across IoT platforms	7
Identification of trustworthy cloud services: solution approaches and research directions to build an automated cloud broker	7
Supervised ensemble sentiment-based framework to measure chatbot quality of services	7
MOHBA:multi-objective workflow scheduling in cloud computing using hybrid BAT algorithm	6
FPGA friendly NoC simulation acceleration framework employing the hard blocks	6
From GPS to semantic data: how and why—a framework for enriching smartphone trajectories	6
A scalable blockchain network model with transmission paths and neighbor node subareas	6
A model-based infrastructure for the specification and runtime execution of self-adaptive IoT architectures	6
Exact and sampling methods for mining higher-order motifs in large hypergraphs	6
A context-aware monitoring architecture for supporting system adaptation and reconfiguration	6
A novel routing method in hybrid DTN–MANET networks in the critical situations	6
Formal model for inter-component communication and its security in android	6
The missing piece: a distributed system-level diagnosis model for the implementation of unreliable failure detectors	6
Data redundancy management for leaf-edges in connected environments	6
CovaDel: a blockchain-enabled secure and QoS-aware drone delivery framework for COVID-like pandemics	6
A symbiosis between population based incremental learning and LP-relaxation based parallel genetic algorithm for solving integer linear programming models	6
Energy-efficient scheduling based on task prioritization in mobile fog computing	6
An efficient SGM based IDS in cloud environment	6
Community detection using constrained label propagation algorithm with nodes exemption	5
Towards high-availability cyber-physical systems using a microservice architecture	5
A Docker-based federated learning framework design and deployment for multi-modal data stream classification	5
A multi-objective crow search algorithm for optimizing makespan and costs in scientific cloud workflows (CSAMOMC)	5
Ethereum fraud behavior detection based on graph neural networks	5
A robust tracking system for COVID-19 like pandemic using advanced hybrid technologies	5

A hybrid teaching-learning-based optimization algorithm for QoS-aware manufacturing cloud service composition	5
Dynamic energy-efficient scheduling for streaming applications in storm	5
Checking causal consistency of distributed databases	5
Tutorial on systems with antifragility to downtime	5
Toward a design model-oriented methodology to ensure QoS of a cyber-physical healthcare system	5
A wrapper method based on a modified two-step league championship algorithm for detecting botnets in IoT environments	5
Composing WoT services with uncertain and correlated data	5
An efficient framework for trust evaluation of secure service selection in fog computing based on QoS, reputation, and social criteria	5
Energy load forecasting: one-step ahead hybrid model utilizing ensembling	5
Link prediction approach to recommender systems	5
A novel and efficient salp swarm algorithm for large-scale QoS-aware service composition selection	5
A propagation trust model in social networks based on the A* algorithm and multi-criteria decision making	4
Predicting number of threads using balanced datasets for openMP regions	4
Detection of data anomalies at the edge of pervasive IoT systems	4
Optimization of heterogeneous systems with AI planning heuristics and machine learning: a performance and energy aware approach	4
A parallel text clustering method using Spark and hashing	4
Adaptive configuration of IoT applications in the fog infrastructure	4
Energy efficient UAV enabled harvesting with beamforming for clustered SDWSN	4
How well did it recover? Impact-aware conformance checking	4
A novel imbalanced data classification approach for suicidal ideation detection on social media	4
SPBench: a framework for creating benchmarks of stream processing applications	4
Blockchain-based public ecosystem for auditing security of software applications	4
A subgraphs-density based overlapping community detection algorithm for large-scale complex networks	4
Deep neural network learning for power limited heterogeneous system with workload classification	4
A novel approach for CPU load prediction of cloud server combining denoising and error correction	4
Intelligent resource sharing to enable quality of service for network clients: the trade-off between accuracy and complexity	4
MANIFESTO: a huMAN-centric explaInable approach for FakE news spreaders deTectiOn	4
Attacks and failures prediction framework for a collaborative 5G mobile network	4
An approximate marginal spread computation approach for the budgeted influence maximization with delay	4
Algorithms for path optimizations: a short survey	4
Screening hardware and volume factors in distributed machine learning algorithms on spark	4
Multi-agent system-based fuzzy constraints offer negotiation of workflow scheduling in Fog-Cloud environment	4
Context recognition and ubiquitous computing in smart cities: a systematic mapping	4
An efficient proactive VM consolidation technique with improved LSTM network in a cloud environment	4
A distributed task orchestration scheme in collaborative vehicular cloud edge networks	4
FusionCL: a machine-learning based approach for OpenCL kernel fusion to increase system performance	4
Continuous QoS-aware adaptation of Cloud-IoT application placements	4
Combining unsupervised and supervised classification for customer value discovery in the telecom industry: a deep learning approach	3
Towards dynamic and heterogeneous social IoT environments	3
Influence maximization in social networks based on discrete harris hawks optimization algorithm	3
Reducing energy footprint in cloud computing: a study on the impact of clustering techniques and scheduling algorithms for scientific workflows	3
A novel rough value set categorical clustering technique for supplier base management	3
Microservice compositions based on the choreography of BPMN fragments: facing evolution issues	3
Research on sentiment classification of futures predictive texts based on BERT	3
Performance modeling of the IEEE 802.15.4e TSCH enabling both shared and dedicated links in industrial WSNs	3
A cross-linguistic entity alignment method based on graph convolutional neural network and graph attention network	3
An improved grasshopper optimization algorithm based on dynamic dual elite learning and sinusoidal mutation	3
A fault-tolerant time-triggered scheduling algorithm of mixed-criticality systems	3
A solution for resource allocation through complex systems in fog computing for the internet of things	3
Sensitivity of computational fluid dynamics simulations against soft errors	3
CMCSF: a collaborative service framework for mobile web augmented reality base on mobile edge computing	3
Machine learning using context vectors for object coreference resolution	3
Solving dimension reduction problems for classification using Promoted Crow Search Algorithm (PCSA)	3
Optimizing security and cost of workflow execution using task annotation and genetic-based algorithm	3
Fog-Cloud-IoT centric collaborative framework for machine learning-based situation-aware traffic management in urban spaces	3
A provable secure and lightweight ECC-based authenticated key agreement scheme for edge computing infrastructure in smart grid	3
An autonomous architecture based on reinforcement deep neural network for resource allocation in cloud computing	3
Energy-aware scheduling for spark job based on deep reinforcement learning in cloud	3
Cloud services cost comparison: a clustering analysis framework	3
A model-based approach for specifying changes in replications of empirical studies in computer Science	3
An energy efficient periodic data gathering and charging schedule using MVs in wireless rechargeable sensor networks	3
Prediction of resource contention in cloud using second order Markov model	3
A distributed and energy-efficient KNN for EEG classification with dynamic money-saving policy in heterogeneous clusters	3
Decentralized control architecture for multi-authoring microgrids	3
Dew computing-assisted cognitive Intelligence-inspired smart environment for diarrhea prediction	3
Hybrid MPI/OpenMP parallel asynchronous distributed alternating direction method of multipliers	3
Identification of best social media influencers using ICIRS model	2
Cloud-backed mobile cognition	2
A novel efficient on demand charging schedule for rechargeable wireless sensor networks	2
Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity	2
An energy-adaptive clustering method based on Taguchi-based-GWO optimizer for wireless sensor networks with a mobile sink	2
Designing and implementing a Big Data benchmark in a financial context: application to a cash management use case	2
Task assignment strategy in LEO-muti-access edge computing based on matching game	2
Investigations on the effect of micro-grid using improved NFIS-PID with hybrid algorithms	2
Illumination-robust feature detection based on adaptive threshold function	2
Data management in connected environments	2
A novel discrete ICO algorithm for influence maximization in complex networks	2
FedFlow: a federated platform to build secure sharing and synchronization services for health dataflows	2
Special issue on ‘‘artificial intelligence in cloud computing’’	2
Disjoint multipath closeness centrality	2
Mobility management in space-ground-integrated networks	2
An exploratory study of rethinking user experience in the internet of things	2
Disjoint multipath RPL for QoE/QoS provision in the Internet of Multimedia Things	2
Item enhanced graph collaborative network for collaborative filtering recommendation	2
Non-swarm intelligence algorithms: a case study	2
Adaptive vertical federated learning via feature map transferring in mobile edge computing	2
Mining location based social networks to understand the citizen’s check-in patterns	2
OPHAencoder: An unsupervised approach to identify groups in group recommendations	2
Multicore based least confidence query sampling strategy to speed up active learning approach for named entity recognition	2
A GPU-based framework for finite element analysis of elastoplastic problems	2
An insight into cloud forensic readiness by leading cloud service providers: a survey	2
Online and transparent self-adaptation of stream parallel patterns	2
Cloud data center cost management using virtual machine consolidation with an improved artificial feeding birds algorithm	2
Network structure optimization for social networks by minimizing the average path length	2
A Multi-objective optimization algorithm based on dynamic user-preference information	2