OOIR: Observatory of International Research

Papers

(The H4-Index of Computers & Industrial Engineering is 65. 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
Aquila Optimizer: A novel meta-heuristic optimization algorithm	1212
African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems	617
A review of applications in federated learning	415
A mayfly optimization algorithm	409
Predictive maintenance in the Industry 4.0: A systematic literature review	400
Supply chain transparency through blockchain-based traceability: An overview with demonstration	235
An optimized model using LSTM network for demand forecasting	224
Blockchain-based framework for supply chain traceability: A case example of textile and clothing industry	221
Golden eagle optimizer: A nature-inspired metaheuristic algorithm	221
A self-learning genetic algorithm based on reinforcement learning for flexible job-shop scheduling problem	205
Path planning optimization of indoor mobile robot based on adaptive ant colony algorithm	196
A literature review of blockchain technology applications in supply chains: A comprehensive analysis of themes, methodologies and industries	193
Improving supply chain resilience through industry 4.0: A systematic literature review under the impressions of the COVID-19 pandemic	177
Simulation in industry 4.0: A state-of-the-art review	149
Multi-AGV scheduling for conflict-free path planning in automated container terminals	146
Flow Direction Algorithm (FDA): A Novel Optimization Approach for Solving Optimization Problems	138
Smart production planning and control in the Industry 4.0 context: A systematic literature review	136
Mixed-integer linear programming and constraint programming formulations for solving distributed flexible job shop scheduling problem	130
Fuzzy DEMATEL analysis of barriers to Blockchain-based life cycle assessment in China	122
The evolution of the Internet of Things (IoT) over the past 20 years	119
A novel enhanced whale optimization algorithm for global optimization	117
The electric vehicle routing problem and its variations: A literature review	116
Blockchain in operations management and manufacturing: Potential and barriers	116
A cooperative water wave optimization algorithm with reinforcement learning for the distributed assembly no-idle flowshop scheduling problem	113
Multi-objective fuzzy robust optimization approach to sustainable closed-loop supply chain network design	107

Decision analysis related to the renewable energy investments in Turkey based on a Fuzzy AHP-EDAS-Fuzzy FMEA approach	103
Machine learning applications in production lines: A systematic literature review	103
Optimal pricing and remanufacturing mode in a closed-loop supply chain of WEEE under government fund policy	97
Deep reinforcement learning based AGVs real-time scheduling with mixed rule for flexible shop floor in industry 4.0	94
Domain adaptive deep belief network for rolling bearing fault diagnosis	92
Improved many-objective particle swarm optimization algorithm for scientific workflow scheduling in cloud computing	88
Optimization of constrained mathematical and engineering design problems using chaos game optimization	88
Production and carbon emission reduction decisions for remanufacturing firms under carbon tax and take-back legislation	85
Effects of sustainability investment and risk aversion on a two-stage supply chain coordination under a carbon tax policy	85
A capacity planning approach for sustainable-resilient supply chain network design under uncertainty: A case study of vaccine supply chain	85
Blockchain-based smart tracking and tracing platform for drug supply chain	84
Analyzing a stochastic dual-channel supply chain under consumers’ low carbon preferences and cap-and-trade regulation	81
Multi-objective artificial bee colony algorithm for multi-stage resource leveling problem in sharing logistics network	80
An extended best-worst multi-criteria decision-making method by belief functions and its applications in hospital service evaluation	80
A systematic literature review of supply chain decision making supported by the Internet of Things and Big Data Analytics	80
Deep learning for diagnosis and classification of faults in industrial rotating machinery	79
Blockchain and edge computing technology enabling organic agricultural supply chain: A framework solution to trust crisis	76
Integrated production and maintenance scheduling for a single degrading machine with deterioration-based failures	76
Remaining useful life re-prediction methodology based on Wiener process: Subsea Christmas tree system as a case study	76
Blockchain-based Supply Chain Traceability for COVID-19 personal protective equipment	75
Industry 4.0 reference architectures: State of the art and future trends	74
Dynamic multi-objective scheduling for flexible job shop by deep reinforcement learning	73
Multi-objective sustainable opened- and closed-loop supply chain under mixed uncertainty during COVID-19 pandemic situation	72
Robust optimization and modified genetic algorithm for a closed loop green supply chain under uncertainty: Case study in melting industry	72
Simulation-based assessment of supply chain resilience with consideration of recovery strategies in the COVID-19 pandemic context	71
The experimental application of popular machine learning algorithms on predictive maintenance and the design of IIoT based condition monitoring system	71
Implementing Industry 4.0 principles	71
Prerequisites and incentives for digital information sharing in Industry 4.0 – An international comparison across data types	71
A review of Industry 4.0 characteristics and challenges, with potential improvements using blockchain technology	70
A Choquet integral based interval Type-2 trapezoidal fuzzy multiple attribute group decision making for Sustainable Supplier Selection	70
Demand forecasting with color parameter in retail apparel industry using artificial neural networks (ANN) and support vector machines (SVM) methods	69
A dynamic locality multi-objective salp swarm algorithm for feature selection	69
Truck scheduling optimization at a cold-chain cross-docking terminal with product perishability considerations	69
An agent-based model for supply chain recovery in the wake of the COVID-19 pandemic	67
Generalized Z-numbers with hesitant fuzzy linguistic information and its application to medicine selection for the patients with mild symptoms of the COVID-19	67
Demand forecasting in supply chain: The impact of demand volatility in the presence of promotion	67
Emission abatement and procurement strategies in a low-carbon supply chain with option contracts under stochastic demand	66
Medical waste management during coronavirus disease 2019 (COVID-19) outbreak: A mathematical programming model	66
A rough based multi-criteria evaluation method for healthcare waste disposal location decisions	66
An improved artificial bee colony algorithm for distributed heterogeneous hybrid flowshop scheduling problem with sequence-dependent setup times	65
Dual-channel green supply chain management with eco-label policy: A perspective of two types of green products	65