Computers in Industry

Article	Citations
Vertical data continuity with lean edge analytics for industry 4.0 production	459
Retraction Notice to: “Evaluation of the green supply chain management practices: A novel neutrosophic approach” [Computers in Industry. Vol. 108 C (2019) pp 210–220]	208
Using text mining to retrieve information about circular economy	199
Waste management: A comprehensive state of the art about the rise of blockchain technology	157
Industrial safety management in the digital era: Constructing a knowledge graph from near misses	146
A survey on anomaly detection for technical systems using LSTM networks	145
Improved faster R-CNN for fabric defect detection based on Gabor filter with Genetic Algorithm optimization	131
A feature identification method to explain anomalies in condition monitoring	127
Cost-efficient digital twins for design space exploration: A modular platform approach	124
Semantic enrichment approach for low-level CAD models managed in PLM context: Literature review and research prospect	122
Enhancing Industry 4.0 standards interoperability via knowledge graphs with natural language processing	115
Emergence of collective intelligence in industrial cyber-physical-social systems for collaborative task allocation and defect detection	109
Editorial Board	98
Optimization of shoe sole design according to individual feet pressure maps	98
MiniCrack: A simple but efficient convolutional neural network for pixel-level narrow crack detection	96
A method for supporting the transformation of an existing production system with its integrated Enterprise Information Systems (EISs) into a Cyber Physical Production System (CPPS)	94
Hybrid intelligence in procurement: Disillusionment with AI’s superiority?	92
Methods for improving the availability of spot instances: A survey	89
Selection framework of visualization methods in designing AR industrial task-support systems	88
Reactive synthesis of software robots in RPA from user interface logs	88
A deep reinforcement learning based multi-criteria decision support system for optimizing textile chemical process	85
A general optimization-based approach to the detection of real-time Ethernet traffic events	85
An effective intrusion-resilient mechanism for programmable logic controllers against data tampering attacks	80
An analytic hierarchy process augmented with expert rules for product driven control in cyber-physical manufacturing systems	80
Predictability of mechanical behavior of additively manufactured particulate composites using machine learning and data-driven approaches	79

Technology enablers for the implementation of Industry 4.0 to traditional manufacturing sectors: A review	76
A fair and scalable watermarking scheme for the digital content trading industry	74
Digital interoperability in logistics and supply chain management: state-of-the-art and research avenues towards Physical Internet	72
Pixel-level tunnel crack segmentation using a weakly supervised annotation approach	70
Wearable and interactive mixed reality solutions for fault diagnosis and assistance in manufacturing systems: Implementation and testing in an aseptic bottling line	70
Development and implementation of a roadmapping methodology to foster twin transition at manufacturing plant level	69
Designing production planning and control in smart manufacturing	63
A systemic comparison between using augmented data and synthetic data as means of enhancing wafermap defect classification	62
Business Process Management: The evolution of a discipline	61
Multiple perspectives on analyzing risk factors in FMEA	59
Editorial Board	58
Editorial Board	58
Editorial Board	57
Editorial Board	57
Throughput analysis of conveyor systems involving multiple materials based on capability decomposition	55
Deep learning based hierarchical classifier for weapon stock aesthetic quality control assessment	54
Forecasting for lead-time period by temporal aggregation: Whether to combine and how	54
Editorial Board	53
A similarity-assisted multi-fidelity approach to conceptual design space exploration	51
Editorial Board	50
Agile digital machine development	50
Semi-automated dataset creation for semantic and instance segmentation of industrial point clouds.	49
Synthesized fault-tolerant supervisory controllers, with an application to a rotating bridge	47
MaMiNet: Memory-attended multi-inference network for surface-defect detection	47
Anomaly based novel multi-source unsupervised transfer learning approach for carbon emission centric GDP prediction	47
A reliability and performance GSPN-Based model for anti-collision RFID algorithms under noisy channels in industrial internet of things	47
A simple yet effective approach for log based critical errors prediction	46
Asynchronous industrial collaboration: How virtual reality and virtual tools aid the process of maintenance method development and documentation creation	45
Managing the use of simulation in systems engineering: An industrial state of practice and a prioritization method	45
Multi-step attack detection in industrial control systems using causal analysis	45
Edge intelligence-based proposal for onboard catenary stagger amplitude diagnosis	44
i-Dataquest: A heterogeneous information retrieval tool using data graph for the manufacturing industry	43
Quality prediction for magnetic pulse crimping cable joints based on 3D vision and ensemble learning	43
An image is worth 10,000 points: Neural network architectures and alternative log representations for lumber production prediction	42
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data	40
Extraction of dimension requirements from engineering drawings for supporting quality control in production processes	40
Conceptualizing customer value in data-driven services and smart PSS	39
Mapping the hot stamping process through developing distinctive digital characteristics	38
BIM-supported drone path planning for building exterior surface inspection	37
Optimization of fused deposition modeling process using a virus-evolutionary genetic algorithm	37
Cybersecurity in the food and beverage industry: A reference framework	37
Pretrained domain-specific language model for natural language processing tasks in the AEC domain	37
Detecting visual anomalies in an industrial environment: Unsupervised methods put to the test on the AutoVI dataset	37
Digital interoperability and transformation in logistics and supply chain management: Editorial	36
Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process	36
Customization of incentive mechanisms based on product life-cycle phases for an efficient product-service supply chain coordination	36
Learning human-process interaction in manual manufacturing job shops through indoor positioning systems	36
Digitalization of maintenance activities in small and medium-sized enterprises: A conceptual framework	36
Deep learning-based digitalization of a part catalog book to generate part specification by a neutral reference data dictionary	35
An ontology for reasoning over engineering textual data stored in FMEA spreadsheet tables	35

Hybrid physics-informed neural networks for main bearing fatigue prognosis with visual grease inspection	35
SMEs and Industry 4.0: Two case studies of digitalization for a smoother integration	35
BIM-CAREM: Assessing the BIM capabilities of design, construction and facilities management processes in the construction industry	34
Real-time optimization for a Digital Twin of a robotic cell with human operators	34
Designing complex manufacturing systems by virtual reality: A novel approach and its application to the virtual commissioning of a production line	34
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case	33
Hybridizing humans and robots: An RPA horizon envisaged from the trenches	33
Deep learning-based visual control assistant for assembly in Industry 4.0	33
Deep learning characterization of surface defects in the selective laser melting process	32
Forecasting of iron ore sintering quality index: A latent variable method with deep inner structure	32
Towards adaptive digital twins architecture	32
Interpretable deep learning approach for tool wear monitoring in high-speed milling	32
Analyzing the potential of virtual reality-supported training for industrial assembly tasks	32
Process parameter effects estimation and surface quality prediction for selective laser melting empowered by Bayes optimized soft attention mechanism-enhanced transfer learning	31
Big data analytics: Implementation challenges in Indian manufacturing supply chains	31
A blockchain-based deployment framework for protecting building design intellectual property rights in collaborative digital environments	31
Causal knowledge extraction from long text maintenance documents	31
A novel application of deep transfer learning with audio pre-trained models in pump audio fault detection	31
A technical patent map construction method and system based on multi-dimensional technical feature extraction	30
TDAD: Self-supervised industrial anomaly detection with a two-stage diffusion model	30
FedCPG: A class prototype guided personalized lightweight federated learning framework for cross-factory fault detection	30
Product digital twins: An umbrella review and research agenda for understanding their value	29
A novel anomaly detection method for magnetic flux leakage signals via a feature-based unsupervised detection network	29
Apple varieties and growth prediction with time series classification based on deep learning to impact the harvesting decisions	28
Remaining useful life prediction model of cross-domain rolling bearing via dynamic hybrid domain adaptation and attention contrastive learning	27
Discovering data spaces: A classification of design options	27
Multi-granularity spatiotemporal object modelling of waterborne traffic elements	27
Improving device access efficiency using a device protocol matching model	27
A Comparative Study of Handheld Augmented Reality Interaction Techniques for Developing AR Instructions using AR Authoring Tools	26
Challenges for data-driven design in early physical product design: A scientific and industrial perspective	25
Corrigendum to “Orchestrating product provenance story: When IOTA ecosystem meets electronics supply chain space” [Comput. Ind. 123 (December) (2020) 103334]	25
AYOLOv3-Tiny: An improved convolutional neural network architecture for real-time defect detection of PAD light guide plates	25
Deep CNN-based visual defect detection: Survey of current literature	25
Advancing zero defect manufacturing: A state-of-the-art perspective and future research directions	25
Editorial Board	24
A context-aware decision support system for selecting explainable artificial intelligence methods in business organizations	24
Context-awareness for the design of Smart-product service systems: Literature review	24
Editorial Board	24
An interpretable machine learning approach for engineering change management decision support in automotive industry	24
Deep hierarchical sorting networks for fault diagnosis of aero-engines	24
Retraction notice to “Knowledge-based deep belief network for machining roughness prediction and knowledge” [COMIND. Vol. 121 (2020) 103262]	24
Knowledge-based digital twin system: Using a knowlege-driven approach for manufacturing process modeling	24
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance	24
Collaborative robotics in wire harnesses spot taping process	24
Non-contact rPPG-based human status assessment via a spatial–temporal attention feature fusion network with anti-aliasing	24
A framework for merging ontologies in the context of smart factories	24
OpenTwins: An open-source framework for the development of next-gen compositional digital twins	24
Digital servitization of symbiotic service composition in product-service systems	24
Improving aircraft conceptual design through parametric CAD modellers – A case study for thermal analysis of aircraft systems	24
A structure-function knowledge extraction method for bio-inspired design	23
A novel graph-based missing values imputation method for industrial lubricant data	23
Machine learning and multiresolution decomposition for embedded applications to detect short-circuit in induction motors	23
Integrating complex asset health modelling techniques with continuous time simulation modelling: A practical tool for maintenance and capital investments analysis	23
Different networks for different purposes: A network science perspective on collaboration and communication in an engineering design project	23
An ontology-based knowledge management approach supporting simulation-aided design for car crash simulation in the development phase	23
Editorial Board	23
Learning industrial vehicles’ duty patterns: A real case	22
A complex network-based approach for resilient and flexible design resource allocation in industry 5.0	22
Learning 3D human–object interaction graphs from transferable context knowledge for construction monitoring	22
Correlation-based feature extraction from computer-aided design, case study on curtain airbags design	22
Transformation from human-readable documents and archives in arc welding domain to machine-interpretable data	22
A high-precision detection method for coated fuel particles based on improved faster region-based convolutional neural network	22
Towards live decision-making for service-based production: Integrated process planning and scheduling with Digital Twins and Deep-Q-Learning	22
Dual channel visible graph convolutional neural network for microleakage monitoring of pipeline weld homalographic cracks	22
A text mining approach to identifying sustainability in the private sector	22
When business processes meet complex events in logistics: A systematic mapping study	22
A robotic skill transfer learning framework of dynamic manipulation for fabric placement	22
BRepQL: Query language for searching topological elements in B-rep models	22
Editorial Board	22
Editorial Board	22
Rapid quality control for recycled coarse aggregates (RCA) streams: Multi-sensor integration for advanced contaminant detection	21
D3 framework: An evidence-based data-driven design framework for new product service development	21
Video-based automatic people counting for public transport: On-bus versus off-bus deployment	21
Leveraging asymmetric price limits for financial stability in industrial applications: An agent-based model	21
A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant	20
Towards an adapted PHM approach: Data quality requirements methodology for fault detection applications	20
Risk knowledge modeling for offer definition in customer-supplier relationships in Engineer-To-Order situations	20
Aircraft visual inspection: A systematic literature review	20
Empowering employees in industrial organizations with IoT in their daily operations	20
Meta-task interpolation-based data augmentation for imbalanced health status recognition of complex equipment	20

In-situ workpiece perception: A key to zero-defect manufacturing in Industry 4.0 compliant job shops	20
A BIM-based framework for automated generation of fabrication drawings for façade panels	19
Retrospective quality by design r(QbD) for lactose production using historical process data and design of experiments	19
Resilience analysis of infrastructure systems in incremental design change	19
Model-based engineering for designing cyber-physical systems from product specifications	19
A lightweight and accurate recognition framework for signs of X-ray weld images	19
Low-contrast X-ray image defect segmentation via a novel core-profile decomposition network	19
A novel dimensional variational prototypical network for industrial few-shot fault diagnosis with unseen faults	19
An approach to implement STEP-NC in the footwear industry	19
Regional innovation capability from a technology-oriented perspective: An analysis at industry level	19
SMFM-based analogy retrieval tool for the conceptual design of innovative products	19
Impact of generative artificial intelligence models on the performance of citizen data scientists in retail firms	19