OOIR: Observatory of International Research

Papers

(The TQCC of IISE Transactions is 6. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Managing customer contact centers with delay announcements and automated service	69
High dimensional data decomposition for anomaly detection of textured images	56
The drop box location problem	49
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	46
The impact of early large-scale screening on the evolution of pandemics	42
Stochastic Gradients: Optimization, Simulation, Randomization, and Sensitivity Analysis	37
Kernel multigrid: Accelerate backfitting via sparse Gaussian processes regression	36
Distributed cryptosystem for service-oriented smart manufacturing	35
Risk analysis in basestock inventory systems under short-term fill rate audits	34
Integrated optimization of redundancy allocation and condition-based loading decisions for parallel systems with mixed standby units	32
Online non-convex learning for river pollution source identification	32
Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing	26
Algorithms and complexity results for the single-cut routing problem in a rail yard	26
Multimodal regression and mode recognition via an integrated deep neural network	25
Smartformer: An intelligent transformer compression framework for time-series modeling	23
Utility elicitation and maximization from uncertain certainty equivalents	23
A multitasking scheduling problem of emergency medical response in mass casualty incident	22
A Markov-switching hidden heterogeneous network autoregressive model for multivariate time series data with multimodality	21
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	20
A decision tree-based method for ordinal classification problems	20
Equilibria among strategic producers and strategic consumers: a solution approach relying on a single optimization problem	19
Dynamic and static item allocation for the in-store front warehouses	18
Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem	18
Self-sustained community emergency preparedness and initial response planning considering volunteer dispatching	17
Sensor-driven predictive vehicle maintenance and routing problem with time windows	16

Optimal unlabeled set partitioning with application to risk-based quarantine policies	16
Optimizing patient transitions to skilled nursing facilities	16
Core-based cost allocation for collaborative multi-stop truckload shipping problem	15
A federated data fusion-based prognostic model for applications with multi-stream incomplete signals	15
Dynamic sensor selection for remote prognostics	15
Inspection policy optimization for hierarchical multistate systems under uncertain mission scenarios: A risk-averse perspective	15
Robust generalized scalar-on-tensor regression	14
Pricing, assortment, and inventory decisions under nested logit demand and equal profit margins	14
MFRL-BI: Design of a model-free reinforcement learning process control scheme by using Bayesian inference	13
How marginal value of time influences optimality when remanufacturing to multiple generations	12
Humanitarian relief network design: Responsiveness maximization and a case study of Typhoon Rammasun	12
Dynamic patient allocation in hospital systems during a pandemic	11
Distributionally Robust Partially Observable Markov Decision Process with Distance-Based Ambiguity Sets	11
Robust screening in a pandemic	11
Determining assortments of used products for B2B transactions in reverse supply chain	11
Inventory control under corporate income tax and accrual accounting	11
Supply chain hoarding and contingent sourcing strategies in anticipation of price hikes and product shortages	11
Common components or individual ones or between? A partially linked multi-matrix decomposition for joint modeling of multivariate heterogeneous profile data	10
Service-level computation in time-varying queueing system with priorities: Application to physician staffing in the emergency department	10
Optimal shipping, collaboration, and outsourcing decisions in a hybrid cross-docking supply chain	10
System-wide incentives to trace food processing: A cooperative-game analysis	9
Projection pursuit Gaussian process regression	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
Federated Cooperative Generalized Linear Model for Distributed Multimodal Data Analysis	9
Statement of Retraction: Conic Reformulations of a Class of Discrete Stochastic Location Problems with Congestion	9
Hypothesis tests with functional data for surface quality change detection in surface finishing processes	9
New team mates in the warehouse: Human interactions with automated and robotized systems	9
Rolling lookahead learning for optimal classification trees	9
A communication-efficient distributed algorithm for online monitoring in big data systems	9
Planning Reliability Assurance Tests for Autonomous Vehicles Based on Disengagement Events Data	9
Bayesian prognosis analysis of human papillomavirus-associated head and neck cancer using hierarchical Dirichlet process mixture models	9
Wavelet Gaussian process for multi-scale monitoring of imaging data	9
A model-based monitoring framework for tensor count data in passenger flow surveillance	9
A hierarchical online planning framework for anticipatory yard allocation optimization in dry bulk terminals	8
Simultaneous treatment effect estimation and variable selection for observational data	8
Optimal condition-based maintenance policy considering nested conditional value-at-risk and operational availability: A case study on semiconductor manufacturing equipment	8
Mutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method	8
Coordinated scheduling for in-clinic and virtual medicine patients in a multi-station network	8
Evaluating interlayer gaps in friction stir spot welds for rapid tooling applications	8
Bayesian hierarchical modeling of a multivariate spatiotemporal system based on interdependent physics–informed dynamic processes	8
Integrated multi-plant collaborative production, inventory, and hub–spoke delivery of make-to-order products	8
Pricing and offering strategies for multi-product manufacturer’s extended warranties under agency selling	8
Transformer-enabled generative adversarial imputation network with selective generation (SGT-GAIN) for missing region imputation	8
Vehicle routing for customized on-demand bus services	7
Audit and compliance in supply chains with damage cost sharing under supplier’s responsibility standards	7
Geometry-aware active learning of spatiotemporal dynamic systems	7
Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems	7
Time-varying capacity planning for designing large-scale homeless care systems	7
FUSION3D: Multimodal data fusion for 3D shape reconstruction: A soft-sensing approach	7
Cost- and service-based comparison of practical policies for stochastic clearing under nonlinear delay penalty	7

MT-RAM: Multi Task-Recurrent Attention Model for partially observable image anomaly classification and localization	7
Reliable network design considering endogenous customers’ choices under probabilistic arc failures	7
Deploying pickers and robots in cobot-based collaborative order picking systems	7
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	7
Optimizing large-scale inventory networks: An iterative decomposition approach	7
Attention-stacked generative adversarial network (AS-GAN)–empowered sensor data augmentation for online monitoring of manufacturing system	7
To act or wait: The impact of disruption duration estimates on manufacturer’s response strategies	7
Multi-laser scan assignment and scheduling optimization for large-scale metal additive manufacturing	7
Maximizing the expected value of experimentation for finding top-κ rank via aggregation of pairwise comparisons	6
Flexible consumer return policies and rising clearance sales in retailing: Can this dual trend co-exist?	6
Analyzing illegal psychostimulant trafficking networks using noisy and sparse data	6
Simulation optimization in healthcare resource planning: A literature review	6
Two approaches to monitoring multivariate Poisson counts: Simple and accurate	6
Consignment contract in a supply chain with price, demand and yield randomness: A distributionally robust approach	6
A structured overview of insights and opportunities for enhancing supply chain resilience	6
Improving access to housing and supportive services for runaway and homeless youth: Reducing vulnerability to human trafficking in New York City	6
Online directed-structural change-point detection: A segment-wise time-varying dynamic Bayesian network approach	6
Robust optimization approaches in inventory management: Part A—the survey	6
STOCHOS: Stochastic opportunistic maintenance scheduling for offshore wind farms	6
Anomaly detection in PV systems using constrained low-rank and sparse decomposition	6
The bright side of having a strong rival under environmental certification	6
Simultaneous optimal control of directional missed discovery rates in data stream diagnosis	6
An enterprise network model for understanding and disrupting illicit counterfeit electronic part supply chains	6
Efficient and interpretable monitoring of high-dimensional categorical processes	6
Safety stock placement with market selection under load-dependent lead times	6
Sequential group Morris method with error control for efficient factor screening in simulation experiments	6
Automated deviation-aware landmark selection for freeform product accuracy qualification in 3D printing	6
Generative adversarial networks for resilient design of manufacturing systems	6