OOIR: Observatory of International Research

Papers

(The TQCC of Simulation Modelling Practice and Theory is 11. 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.)

Article	Citations
Deep recurrent neural network for IoT intrusion detection system	223
Mechanical fault diagnosis and prediction in IoT based on multi-source sensing data fusion	89
MobFogSim: Simulation of mobility and migration for fog computing	76
Simulation-optimization methods for designing and assessing resilient supply chain networks under uncertainty scenarios: A review	68
Numerical and experimental investigation of tool geometry effect on residual stresses in orthogonal machining of Inconel 718	59
Cloud computing simulators: A comprehensive review	55
A novel energy-aware resource management technique using joint VM and container consolidation approach for green computing in cloud data centers	53
Hybrid recommendation system combined content-based filtering and collaborative prediction using artificial neural network	53
Metamodel-based simulation optimization: A systematic literature review	53
Speeding up computational times in simheuristics combining genetic algorithms with discrete-Event simulation	51
A survey and taxonomy of simulation environments modelling fog computing	50
Analysis of flat-end milling forces considering chip formation process in high-speed cutting of Ti6Al4V titanium alloy	47
Metaheuristics for scheduling of heterogeneous tasks in cloud computing environments: Analysis, performance evaluation, and future directions	42
Short-term traffic flow prediction based on faded memory Kalman Filter fusing data from connected vehicles and Bluetooth sensors	41
Machining simulation of Ti6Al4V using coupled Eulerian-Lagrangian approach and a constitutive model considering the state of stress	39
Malicious mining code detection based on ensemble learning in cloud computing environment	38
IoT, cloud, big data and AI in interdisciplinary domains	35
Simulation model and performance evaluation of battery-powered AGV systems in automated container terminals	34
Cloud-Fog-based approach for Smart Grid monitoring	33
Blockchain based consensus checking in decentralized cloud storage	33
Optimization of Milling Aluminum Alloy 6061-T6 using Modified Johnson-Cook Model	32
A comparative analysis of simulators for the Cloud to Fog continuum	31
A robust methodology for optimizing the topology and the learning parameters of an ANN for accurate predictions of laser-cut edges surface roughness	31
Modelling and Simulation of QoS-Aware Service Selection in Cloud Computing	30
Simulation of pedestrian evacuation in stampedes based on a cellular automaton model	29

An extreme value theory based approach for calibration of microsimulation models for safety analysis	29
Design and exploration of load balancers for fog computing using fuzzy logic	28
Simulation of vehicle body spot weld failures due to fatigue by considering road roughness and vehicle velocity	27
Medical image segmentation method based on multi-feature interaction and fusion over cloud computing	27
Finite element simulation-based predictive regression modeling and optimum solution for grain size in machining of Ti6Al4V alloy: Influence of tool geometry and cutting conditions	27
Simulation and modeling of an improved multi-verse optimization algorithm for QoS-aware web service composition with service level agreements in the cloud environments	27
A scheduling-based dynamic fog computing framework for augmenting resource utilization	26
Energy-aware workflow task scheduling in clouds with virtual machine consolidation using discrete water wave optimization	26
Intelligent recommender system based on unsupervised machine learning and demographic attributes	26
Distributed optimization of energy profiles to improve photovoltaic self-consumption on a local energy community	26
Hierarchical planning for multiple AGVs in warehouse based on global vision	25
A Deep Learning framework for simulation and defect prediction applied in microelectronics	25
How to pick a mobile robot simulator: A quantitative comparison of CoppeliaSim, Gazebo, MORSE and Webots with a focus on accuracy of motion	25
Using cloud and fog computing for large scale IoT-based urban sound classification	25
Numerical simulation of rock mass blasting using particle flow code and particle expansion loading algorithm	24
Comparative Approaches to Probabilistic Finite Element Methods for Slope Stability Analysis	23
A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers	23
Experiment and simulation study on influence of ultrasonic rolling parameters on residual stress of Ti-6Al-4V alloy	23
Transitioning to a driverless city: Evaluating a hybrid system for autonomous and non-autonomous vehicles	22
Cost and makespan aware workflow scheduling in IaaS clouds using hybrid spider monkey optimization	22
Simulating FogDirector Application Management	22
A modified social force model for high-density through bicycle flow at mixed-traffic intersections	21
Modelling and simulation of AdDoKu based reconfiguration technique to harvest maximum power from photovoltaic array under partial shading conditions	21
Dynamic decision support for resource offloading in heterogeneous Internet of Things environments	21
RAFL: A hybrid metaheuristic based resource allocation framework for load balancing in cloud computing environment	21
5GPy: A SimPy-based simulator for performance evaluations in 5G hybrid Cloud-Fog RAN architectures	20
A fog computing model for implementing motion guide to visually impaired	20
CGP: Cluster-based gossip protocol for dynamic resource environment in cloud	20
Microstrip patch antenna design, simulation and fabrication for 5G applications	20
Modeling a pre-hospital emergency medical service using hybrid simulation and a machine learning approach	20
Modeling the effect of the badges gamification mechanism on personality traits of Stack Overflow users	19
Revealing the hidden rules of bidirectional pedestrian flow based on an improved floor field cellular automata model	19
Trajectory tracking control of steer-by-wire autonomous ground vehicle considering the complete failure of vehicle steering motor	19
A hybrid MCDM framework and simulation analysis for the assessment of worst polluted cities	19
Evacuation simulation of a high-rise teaching building considering the influence of obstacles	19
Calibration of the 5G-LENA system level simulator in 3GPP reference scenarios	19
Finite element simulation of drilling operation and theoretical analysis of drill stresses with the deform-3D	19
A simulation analysis for lubricating characteristics of an oil-jet lubricated ball bearing	19
A reliable multipath routing protocol based on link quality and stability for MANETs in urban areas	18
Numerical investigation of sequential cuts residual stress considering tool edge radius in machining of AISI 304 stainless steel	18
Deep residual networks-based intelligent fault diagnosis method of planetary gearboxes in cloud environments	18
Parallel Theatre: An actor framework in Java for high performance computing	18
Numerical prediction of microstructure and hardness for low carbon steel wire Arc additive manufacturing components	18
Vico: An entity-component-system based co-simulation framework	18
Structural Analysis of System Dynamics Models	18
Development and analysis of priority decision rules using MCDM approach for a flexible job shop scheduling: A simulation study	18
Sampling Rate Prediction of Biosensors in Wireless Body Area Networks using Deep-Learning Methods	18
Optimizing multi-VM migration by allocating transfer and compression rate using Geometric Programming	17
A competitive and cooperative Migrating Birds Optimization algorithm for vary-sized batch splitting scheduling problem of flexible Job-Shop with setup time	17
A comprehensive comparison study of four classical car-following models based on the large-scale naturalistic driving experiment	17

CFD modelling and numerical simulation on windage power loss of aeronautic high-speed spiral bevel gears	17
SMADA-Fog: Semantic model driven approach to deployment and adaptivity in fog computing	17
Enhancing response preparedness to influenza epidemics: Agent-based study of 2050 influenza season in Switzerland	17
Enabling multiple health security threats detection using mobile edge computing	17
Simulation of a pediatric hospital in evacuation considering groups	17
Architecture and performance evaluation of distributed computation offloading in edge computing	17
Simulating a transition to autonomous mobility	17
Simulation of competitive and cooperative egress movements on the crowd emergency evacuation	16
The application of modeling and simulation to public health: Assessing the quality of Agent-Based Models for obesity	16
AutoScaleSim: A simulation toolkit for auto-scaling Web applications in clouds	16
Using discrete-event simulation to compare congestion management initiatives at a port terminal	16
Population downscaling in multi-agent transportation simulations: A review and case study	16
Energy-efficient opportunistic multi-carrier NOMA-based resource allocation for beyond 5G (B5G) networks	16
Probabilistic inference-based modeling for sustainable environmental systems under hybrid cloud infrastructure	16
Simulation of watchdog placement for cooperative anomaly detection in Bluetooth Mesh Intrusion Detection System	16
IoUT: Modelling and simulation of Edge-Drone-based Software-Defined smart Internet of Underwater Things	15
Extending ADR mechanism for LoRa enabled mobile end-devices	15
Sphere: Simulator of edge infrastructures for the optimization of performance and resources energy consumption	15
A simulation and control framework for AGV based transport systems	15
From the edge to the cloud: A continuous delivery and preparation model for processing big IoT data	15
An agent-based negotiation scheme for the distribution of electric vehicles across a set of charging stations	15
Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation	15
Modelling and simulation of a new cooperative algorithm for UAV swarm coordination in mobile RF target tracking	15
A fault diagnosis method of bearings based on deep transfer learning	15
Multi-objective fuzzy approach to scheduling and offloading workflow tasks in Fog–Cloud computing	15
Distributed no-wait flow shop problem with sequence dependent setup time: Optimization of makespan and maximum tardiness	15
A multi-tier architecture for data analytics in smart metering systems	15
Artificial intelligence foundation and pre-trained models: Fundamentals, applications, opportunities, and social impacts	14
A computing resources prediction approach based on ensemble learning for complex system simulation in cloud environment	14
Spatio-Fog: A green and timeliness-oriented fog computing model for geospatial query resolution	14
Modeling and simulation of overtaking events by heterogeneous non-motorized vehicles on shared roadway segments	14
Closed-loop platoon simulation with cooperative intelligent transportation systems based on vehicle-to-X communication	14
Modeling and simulation of urban air quality with a 2-phase assessment technique	14
Comparison of fixed and mobile in-pit crushing and conveying and truck-shovel systems used in mineral industries through discrete-event simulation	14
Numerical study on abrasive machining of rock using FDEM method	14
STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means	14
Drilling of biocomposite materials: Modelling and experimental validation	13
Modelling and simulation of an integrated human-vehicle system with non-linear cushion contact force	13
On the estimation of the windage power losses of spiral bevel gears: An analytical model and CFD investigation	13
Simulation of thermo-hydrodynamic behavior of journal bearings, lubricating with commercial oils of different performance	13
Designing a stochastic multi-objective simulation-based optimization model for sales and operations planning in built-to-order environment with uncertain distant outsourcing	13
An improved adaptable step-size P&O MPPT approach for standalone photovoltaic systems with battery station	13
A boarding model for heterogeneous passengers on the platform of high-speed railway station	13
Machine learning-based indoor localization and occupancy estimation using 5G ultra-dense networks	13
An Improved Gateway-Based Energy-Aware Multi-Hop Routing Protocol for Enhancing Lifetime and Throughput in Heterogeneous WSNs	13
A simulation and machine learning based optimization method for integrated pedestrian facilities planning and staff assignment problem in the multi-mode rail transit transfer station	13
Impacts of Automated Mobility-on-Demand on traffic dynamics, energy and emissions: A case study of Singapore	13
Analytical and simulation studies of queueing-inventory models with MAP demands in batches and positive phase type services	13
Neural network model as Internet of Things congestion control using PID controller and immune-hill-climbing algorithm	13
Optimizing total passenger waiting time in an urban rail network: A passenger flow guidance strategy based on a multi-agent simulation approach	13
A real-time path planning for reducing vehicles traveling time in cooperative-intelligent transportation systems	13
Blockchain and deep learning based trust management for Internet of Vehicles	12
Modeling and simulation of a novel secure quantum key distribution (SQKD) for ensuring data security in cloud environment	12
Learning automata and reservation based secure smart parking system: Methodology and simulation analysis	12
Resilient Back Propagation Neural Network Security Model For Containerized Cloud Computing	12
An intelligent ensemble learning approach for energy efficient and interference aware dynamic virtual machine consolidation	12
Impact of connected and autonomous vehicles on traffic efficiency and safety of an on-ramp	12
Proposition of a simulation-based method for port capacity assessment and expansion planning	12
Cost-time trade-off efficient workflow scheduling in cloud	12
A simulation framework for optimizing bike rebalancing and maintenance in large-scale bike-sharing systems	12
Additive manufacturing integration in E-commerce supply chain network to improve resilience and competitiveness	12
Reinforcement learning-assisted autoscaling mechanisms for serverless computing platforms	12
Hybrid simulation system for testing artificial intelligence algorithms used in smart homes	12
Improved model and simulation tool for dynamic SOH estimation and life prediction of batteries used in PV systems	11
Research on computing offloading strategy based on Genetic Ant Colony fusion algorithm	11
Exploiting simulation model potential in investigating handling capacity of Ro-Ro terminals: The case study of Norvik seaport	11
QoS Performance Enhancement Policy through Combining Fog and SDN	11
Performance analysis and selection of wavelength channels based on the FWM effect influence in optical DWDM systems	11
A secure drone-to-drone communication and software defined drone network-enabled traffic monitoring system	11
Evacuation Optimization of a Typical Multi-exit Subway Station: Overall partition and local railing	11
A decision-making analysis in UAV-enabled wireless power transfer for IoT networks	11
An agent-based approach for modeling and simulation of human resource management as a complex system: Management strategy evaluation	11
Power system structure optimization based on reinforcement learning and sparse constraints under DoS attacks in cloud environments	11
A simulation study on the robotic mobile fulfillment system in high-density storage warehouses	11
A novel approach based on heuristics and a neural network to solve a capacitated location routing problem	11