OOIR: Observatory of International Research

Papers

(The TQCC of IISE Transactions is 5. 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 2021-10-01 to 2025-10-01.)

Article	Citations
Managing customer contact centers with delay announcements and automated service	63
Online non-convex learning for river pollution source identification	50
Distributed cryptosystem for service-oriented smart manufacturing	49
Kernel Multigrid: Accelerate Backfitting via Sparse Gaussian Processes Regression	43
The impact of early large-scale screening on the evolution of pandemics	39
The drop box location problem	35
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	35
Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing	31
Stochastic Gradients: Optimization, Simulation, Randomization, and Sensitivity Analysis	30
Risk analysis in basestock inventory systems under short-term fill rate audits	28
Multimodal regression and mode recognition via an integrated deep neural network	25
Algorithms and complexity results for the single-cut routing problem in a rail yard	24
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	23
A decision tree-based method for ordinal classification problems	20
A multitasking scheduling problem of emergency medical response in mass casualty incident	19
Utility elicitation and maximization from uncertain certainty equivalents	18
Smartformer: An intelligent transformer compression framework for time-series modeling	17
A Markov-switching hidden heterogeneous network autoregressive model for multivariate time series data with multimodality	16
Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem	15
Optimal unlabeled set partitioning with application to risk-based quarantine policies	15
Farm management optimization under uncertainty with impacts on water quality and economic risk	14
A federated data fusion-based prognostic model for applications with multi-stream incomplete signals	14
Optimizing patient transitions to skilled nursing facilities	14
Core-based cost allocation for collaborative multi-stop truckload shipping problem	14
Pricing, assortment, and inventory decisions under nested logit demand and equal profit margins	13

Inspection policy optimization for hierarchical multistate systems under uncertain mission scenarios: A risk-averse perspective	13
Proportionally fair organ transplantation allocation rules	13
How marginal value of time influences optimality when remanufacturing to multiple generations	12
Robust generalized scalar-on-tensor regression	12
Inventory control under corporate income tax and accrual accounting	11
Service-level computation in time-varying queueing system with priorities: Application to physician staffing in the emergency department	11
Chance constrained programs with Gaussian mixture models	11
Dynamic Patient Allocation in Hospital Systems during a Pandemic	11
Humanitarian relief network design: Responsiveness maximization and a case study of Typhoon Rammasun	11
MFRL-BI: Design of a model-free reinforcement learning process control scheme by using Bayesian inference	11
Supply chain hoarding and contingent sourcing strategies in anticipation of price hikes and product shortages	11
Distributionally Robust Partially Observable Markov Decision Process with Distance-Based Ambiguity Sets	10
Planning Reliability Assurance Tests for Autonomous Vehicles Based on Disengagement Events Data	10
System-wide incentives to trace food processing: A cooperative-game analysis	10
New team mates in the warehouse: Human interactions with automated and robotized systems	10
Techno-economic modeling of 4D printing with thermo-responsive materials towards desired shape memory performance	10
Determining assortments of used products for B2B transactions in reverse supply chain	10
Optimal shipping, collaboration, and outsourcing decisions in a hybrid cross-docking supply chain	10
Projection pursuit Gaussian process regression	9
The value of jumboization in transportation ships: A real options approach	9
Multimodal data fusion for systems improvement: A review	9
Federated Cooperative Generalized Linear Model for Distributed Multimodal Data Analysis	9
Integrated multi-plant collaborative production, inventory, and hub–spoke delivery of make-to-order products	9
Allocation of operational decisions in retail supply chains	9
A model-based monitoring framework for tensor count data in passenger flow surveillance	9
Coordinated scheduling for in-clinic and virtual medicine patients in a multi-station network	9
Statement of Retraction: Conic Reformulations of a Class of Discrete Stochastic Location Problems with Congestion	9
Bayesian prognosis analysis of human papillomavirus-associated head and neck cancer using hierarchical Dirichlet process mixture models	9
Coupling agent-based simulation and spatial optimization models to understand spatially complex and co-evolutionary behavior of cocaine trafficking networks and counterdrug interdiction	9
Privatization reform in public healthcare system: Competition vs. collaboration	8
Evaluating interlayer gaps in friction stir spot welds for rapid tooling applications	8
Hypothesis tests with functional data for surface quality change detection in surface finishing processes	8
Optimal condition-based maintenance policy considering nested conditional value-at-risk and operational availability: A case study on semiconductor manufacturing equipment	8
Multi-period collection and distribution problems and their application to humanitarian gleaning operations	8
Simultaneous treatment effect estimation and variable selection for observational data	8
Transformer-enabled generative adversarial imputation network with selective generation (SGT-GAIN) for missing region imputation	8
Bayesian hierarchical modeling of a multivariate spatiotemporal system based on interdependent physics–informed dynamic processes	8
A PageRank-like measure for evaluating process flexibility	7
Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems	7
Multi-laser scan assignment and scheduling optimization for large-scale metal additive manufacturing	7
Process modeling with multi-level categorical inputs via variable selection and level aggregation	7
Reliable network design considering endogenous customers’ choices under probabilistic arc failures	7
To act or wait: The impact of disruption duration estimates on manufacturer’s response strategies	7
Attention-stacked generative adversarial network (AS-GAN)–empowered sensor data augmentation for online monitoring of manufacturing system	7
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	7
Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling	7
Mutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method	7
Deploying pickers and robots in cobot-based collaborative order picking systems	7
Vehicle routing for customized on-demand bus services	6
Simultaneous optimal control of directional missed discovery rates in data stream diagnosis	6

A structured overview of insights and opportunities for enhancing supply chain resilience	6
A scalable Bayesian framework for large-scale sensor-driven network anomaly detection	6
Optimizing Large-scale Inventory Networks: An Iterative Decomposition Approach	6
MT-RAM: Multi Task-Recurrent Attention Model for partially observable image anomaly classification and localization	6
An enterprise network model for understanding and disrupting illicit counterfeit electronic part supply chains	6
FUSION3D: Multimodal data fusion for 3D shape reconstruction: A soft-sensing approach	6
Consignment contract in a supply chain with price, demand and yield randomness: A distributionally robust approach	6
Improving access to housing and supportive services for runaway and homeless youth: Reducing vulnerability to human trafficking in New York City	6
The bright side of having a strong rival under environmental certification	6
Efficient continuous piecewise linear regression for linearising univariate non-linear functions	5
Simulation optimization in healthcare resource planning: A literature review	5
Safety stock placement with market selection under load-dependent lead times	5
Automated deviation-aware landmark selection for freeform product accuracy qualification in 3D printing	5
In-situ monitoring of image texturing via random forests and clustering with applications to additive manufacturing	5
Project selection and scheduling with multiplicative enhancement effects and delay risk: An application in intelligent manufacturing technologies	5
Brick-and-mortar or brick-and-click? The influence of online customer reviews on a retailer’s channel strategy	5
Efficient and interpretable monitoring of high-dimensional categorical processes	5
STOCHOS: Stochastic opportunistic maintenance scheduling for offshore wind farms	5
Anomaly detection in PV systems using constrained low-rank and sparse decomposition	5
Online directed-structural change-point detection: A segment-wise time-varying dynamic Bayesian network approach	5
Constructs in infrastructure resilience framing – from components to community services and the built and human infrastructures on which they rely	5
Sequential adaptive design for jump regression estimation	5
Prediction of highly imbalanced semiconductor chip-level defects using uncertainty-based adaptive margin learning	5
Robust optimization approaches in inventory management: Part A—the survey	5
Analyzing illegal psychostimulant trafficking networks using noisy and sparse data	5
Flexible consumer return policies and rising clearance sales in retailing: Can this dual trend co-exist?	5
Two approaches to monitoring multivariate Poisson counts: Simple and accurate	5
State-space modeling for degrading systems with stochastic neural networks and dynamic Bayesian layers	5