OOIR: Observatory of International Research

Papers

(The TQCC of IISE Transactions is 4. 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 2020-05-01 to 2024-05-01.)

Article	Citations
A Bayesian deep learning framework for interval estimation of remaining useful life in complex systems by incorporating general degradation characteristics	56
Robust Bayesian hierarchical modeling and inference using scale mixtures of normal distributions	28
Design of customized two-dimensional extended warranties considering use rate and heterogeneity	27
Reliability assessment and lifetime prediction of degradation processes considering recoverable shock damages	26
A two-stage stochastic programming model for biofuel supply chain network design with biomass quality implications	23
Multimodal data fusion for systems improvement: A review	22
In-process quality improvement: Concepts, methodologies, and applications	19
Multiple obnoxious facilities location: A cooperative model	18
An uncertain Kansei Engineering methodology for behavioral service design	17
AGV or Lift-AGV? Performance trade-offs and design insights for container terminals with robotized transport vehicle technology	16
Reliability assessment of multi-state performance sharing systems with transmission loss and random shocks	16
Branch-price-and-cut for trucks and drones cooperative delivery	15
A structured overview of insights and opportunities for enhancing supply chain resilience	14
Clustering method with axiomatization to support failure mode and effect analysis	14
Real-time detection of clustered events in video-imaging data with applications to additive manufacturing	13
A network-of-networks adaptation for cross-industry manufacturing repurposing	12
Modeling multivariate profiles using Gaussian process-controlled B-splines	12
Design of a biofuel supply network under stochastic and price-dependent biomass availability	11
Elasticity management for capacity planning in software as a service cloud computing	11
Holistic modeling and analysis of multistage manufacturing processes with sparse effective inputs and mixed profile outputs	11
Age-replacement policies under age-dependent replacement costs	11
Ranking and selection for terminating simulation under sequential sampling	11
Classification and literature review on the integration of simulation and optimization in maritime logistics studies	11
Condition-based maintenance assessment for a deteriorating system considering stochastic failure dependence	10
Demand prediction and dynamic workforce allocation to improve airport screening operations	10

New team mates in the warehouse: Human interactions with automated and robotized systems	10
A degradation-based detection framework against covert cyberattacks on SCADA systems	10
Multi-sensor prognostics modeling for applications with highly incomplete signals	10
A survey of optimization models and methods for cyberinfrastructure security	10
Selective maintenance and inspection optimization for partially observable systems: An interactively sequential decision framework	9
Modeling and monitoring unweighted networks with directed interactions	9
A Review of Research in Illicit Supply-Chain Networks and New Directions to Thwart them	9
Low-carbon technology transfer between rival firms under cap-and-trade policies	9
Industrial symbiosis: Impact of competition on firms’ willingness to implement	9
Analysis of process flexibility designs under disruptions	9
Supply chain hoarding and contingent sourcing strategies in anticipation of price hikes and product shortages	9
A flow picking system for order fulfillment in e-commerce warehouses	9
Order batching and picker scheduling in warehouse order picking	9
An integrated manifold learning approach for high-dimensional data feature extractions and its applications to online process monitoring of additive manufacturing	8
Humanitarian relief network design: Responsiveness maximization and a case study of Typhoon Rammasun	8
Profile monitoring based on transfer learning of multiple profiles with incomplete samples	7
Techno-economic modeling of 4D printing with thermo-responsive materials towards desired shape memory performance	7
Improved co-scheduling of multi-layer printing path scanning for collaborative additive manufacturing	7
Transients in flexible manufacturing systems with setups and batch operations: Modeling, analysis, and design	7
Real-time monitoring and diagnosis scheme for IoT-enabled devices using multivariate SPC techniques	7
Evaluating on-demand warehousing via dynamic facility location models	7
Prediction of highly imbalanced semiconductor chip-level defects using uncertainty-based adaptive margin learning	7
A Bayesian framework for functional calibration of expensive computational models through non-isometric matching	7
Service-oriented global optimization integrating maintenance grouping and technician routing for multi-location multi-unit production systems	6
Multivariate regression of mixed responses for evaluation of visualization designs	6
Homeland security research opportunities	6
Flexible methods for reliability estimation using aggregate failure-time data	6
Price discounts and personalized product assortments under multinomial logit choice model: A robust approach	6
Managing EMS systems with user abandonment in emerging economies	6
Multi-model Markov decision processes	6
Inventory rationing on a one-for-one inventory model for two priority customer classes with backorders and lost sales	6
Snow plow route optimization: A constraint programming approach	6
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	6
A review of risk-based security and its impact on TSA PreCheck	6
Multiple-target robust design with multiple functional outputs	5
Performance-oriented risk evaluation and maintenance for multi-asset systems: A Bayesian perspective	5
Federated data analytics: A study on linear models	5
Incentivizing catastrophe risk sharing	5
Remaining useful life prediction with imprecise observations: An interval particle filtering approach	5
Decomposition-based real-time control of multi-stage transfer lines with residence time constraints	5
A novel transfer learning model for predictive analytics using incomplete multimodality data	5
Reconstructing original design: Process planning for reverse engineering	5
Monitoring sparse and attributed networks with online Hurdle models	5
A preventive maintenance policy with usage-dependent failure rate thresholds under two-dimensional warranties	5
COVID-19: Agent-based simulation-optimization to vaccine center location vaccine allocation problem	5
Toolpath planning for multi-gantry additive manufacturing	5
Chance constrained programs with Gaussian mixture models	5
Two-stage sort planning for express parcel delivery	5
Modeling and monitoring of a multivariate spatio-temporal network system	5
Bayesian learning of structures of ordered block graphical models with an application on multistage manufacturing processes	5

Tensor decomposition to compress convolutional layers in deep learning	4
Flexible assembly layouts in smart manufacturing: An impact assessment for the automotive industry	4
Generating optimal robust continuous piecewise linear regression with outliers through combinatorial Benders decomposition	4
Frontiers of medical decision-making in the modern age of data analytics	4
Optimizing diesel fuel supply chain operations to mitigate power outages for hurricane relief	4
A decision tree-based method for ordinal classification problems	4
Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling	4
Online contextual learning with perishable resources allocation	4
Optimal budget allocation for stochastic simulation with importance sampling: Exploration vs. replication	4
Solving Bayesian risk optimization via nested stochastic gradient estimation	4
Flexibility and real options analysis in power system generation expansion planning under uncertainty	4
Developing capabilities for supply chain resilience in a post-COVID world: A machine learning-based thematic analysis	4
Optimal production decisions in biopharmaceutical fill-and-finish operations	4
Product positioning and pricing decisions in a two-attribute disruptive new market	4
Brick-and-mortar or brick-and-click? The influence of online customer reviews on a retailer’s channel strategy	4
Contextual anomaly detection for high-dimensional data using Dirichlet process variational autoencoder	4
Modelling fortification strategies for network resilience optimization: The case of immunization and mitigation	4
Joint optimization of location, inventory, and condition-based replacement decisions in service parts logistics	4
Design and pricing of usage-driven customized two-dimensional extended warranty menus	4
Efficient order consolidation in warehouses: The product-to-order-assignment problem in warehouses with sortation systems	4
A budget allocation strategy minimizing the sample set quantile for initial experimental design	4
Active learning-assisted semi-supervised learning for fault detection and diagnostics with imbalanced dataset	4