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 2022-05-01 to 2026-05-01.)

Article	Citations
Managing customer contact centers with delay announcements and automated service	66
High dimensional data decomposition for anomaly detection of textured images	64
The drop box location problem	55
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	51
The impact of early large-scale screening on the evolution of pandemics	49
Stochastic Gradients: Optimization, Simulation, Randomization, and Sensitivity Analysis	46
Kernel multigrid: Accelerate backfitting via sparse Gaussian processes regression	42
Distributed cryptosystem for service-oriented smart manufacturing	39
Risk analysis in basestock inventory systems under short-term fill rate audits	37
Online non-convex learning for river pollution source identification	34
Integrated optimization of redundancy allocation and condition-based loading decisions for parallel systems with mixed standby units	34
Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing	31
Algorithms and complexity results for the single-cut routing problem in a rail yard	30
Equilibria among strategic producers and strategic consumers: a solution approach relying on a single optimization problem	28
Smartformer: An intelligent transformer compression framework for time-series modeling	26
Multimodal regression and mode recognition via an integrated deep neural network	26
Utility elicitation and maximization from uncertain certainty equivalents	24
Sensor-Driven Predictive Vehicle Maintenance and Routing Problem with Time Windows	22
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	22
A decision tree-based method for ordinal classification problems	21
Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem	19
Dynamic and static item allocation for the in-store front warehouses	19
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	18
Self-sustained community emergency preparedness and initial response planning considering volunteer dispatching	18

Inspection policy optimization for hierarchical multistate systems under uncertain mission scenarios: A risk-averse perspective	17
Optimal unlabeled set partitioning with application to risk-based quarantine policies	17
Core-based cost allocation for collaborative multi-stop truckload shipping problem	16
MFRL-BI: Design of a model-free reinforcement learning process control scheme by using Bayesian inference	15
A federated data fusion-based prognostic model for applications with multi-stream incomplete signals	15
Robust generalized scalar-on-tensor regression	15
Optimizing patient transitions to skilled nursing facilities	15
Pricing, assortment, and inventory decisions under nested logit demand and equal profit margins	15
Dynamic sensor selection for remote prognostics	15
Dynamic patient allocation in hospital systems during a pandemic	12
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
Inventory control under corporate income tax and accrual accounting	12
Distributionally Robust Partially Observable Markov Decision Process with Distance-Based Ambiguity Sets	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	11
Determining assortments of used products for B2B transactions in reverse supply chain	11
Service-level computation in time-varying queueing system with priorities: Application to physician staffing in the emergency department	11
Robust screening in a pandemic	11
New team mates in the warehouse: Human interactions with automated and robotized systems	10
System-wide incentives to trace food processing: A cooperative-game analysis	10
Planning Reliability Assurance Tests for Autonomous Vehicles Based on Disengagement Events Data	10
Optimal shipping, collaboration, and outsourcing decisions in a hybrid cross-docking supply chain	10
Hypothesis tests with functional data for surface quality change detection in surface finishing processes	10
Wavelet Gaussian process for multi-scale monitoring of imaging data	9
Statement of Retraction: Conic Reformulations of a Class of Discrete Stochastic Location Problems with Congestion	9
Federated Cooperative Generalized Linear Model for Distributed Multimodal Data Analysis	9
A model-based monitoring framework for tensor count data in passenger flow surveillance	9
Bayesian prognosis analysis of human papillomavirus-associated head and neck cancer using hierarchical Dirichlet process mixture models	9
Integrated multi-plant collaborative production, inventory, and hub–spoke delivery of make-to-order products	9
Projection pursuit Gaussian process regression	9
Rolling lookahead learning for optimal classification trees	8
Coordinated scheduling for in-clinic and virtual medicine patients in a multi-station network	8
Transformer-enabled generative adversarial imputation network with selective generation (SGT-GAIN) for missing region imputation	8
Mutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method	8
Evaluating interlayer gaps in friction stir spot welds for rapid tooling applications	8
Coupling agent-based simulation and spatial optimization models to understand spatially complex and co-evolutionary behavior of cocaine trafficking networks and counterdrug interdiction	8
Simultaneous treatment effect estimation and variable selection for observational data	8
Pricing and offering strategies for multi-product manufacturer’s extended warranties under agency selling	8
To act or wait: The impact of disruption duration estimates on manufacturer’s response strategies	8
A communication-efficient distributed algorithm for online monitoring in big data systems	8
A hierarchical online planning framework for anticipatory yard allocation optimization in dry bulk terminals	8
Optimal condition-based maintenance policy considering nested conditional value-at-risk and operational availability: A case study on semiconductor manufacturing equipment	8
Bayesian hierarchical modeling of a multivariate spatiotemporal system based on interdependent physics–informed dynamic processes	8
Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems	8
Reliable network design considering endogenous customers’ choices under probabilistic arc failures	7
Multi-laser scan assignment and scheduling optimization for large-scale metal additive manufacturing	7
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	7
Time-varying capacity planning for designing large-scale homeless care systems	7
MT-RAM: Multi Task-Recurrent Attention Model for partially observable image anomaly classification and localization	7

Optimizing large-scale inventory networks: An iterative decomposition approach	7
Vehicle routing for customized on-demand bus services	7
Cost- and service-based comparison of practical policies for stochastic clearing under nonlinear delay penalty	7
Deploying pickers and robots in cobot-based collaborative order picking systems	7
Geometry-aware Active Learning of Spatiotemporal Dynamic Systems	7
Attention-stacked generative adversarial network (AS-GAN)–empowered sensor data augmentation for online monitoring of manufacturing system	7
Audit and compliance in supply chains with damage cost sharing under supplier’s responsibility standards	7
FUSION3D: Multimodal data fusion for 3D shape reconstruction: A soft-sensing approach	7
Improving access to housing and supportive services for runaway and homeless youth: Reducing vulnerability to human trafficking in New York City	6
Maximizing the Expected Value of Experimentation for Finding top-κ Rank via Aggregation of Pairwise Comparisons	6
Anomaly detection in PV systems using constrained low-rank and sparse decomposition	6
Online directed-structural change-point detection: A segment-wise time-varying dynamic Bayesian network approach	6
The bright side of having a strong rival under environmental certification	6
Generative adversarial networks for resilient design of manufacturing systems	6
Flexible consumer return policies and rising clearance sales in retailing: Can this dual trend co-exist?	6
Simulation optimization in healthcare resource planning: A literature review	6
Analyzing illegal psychostimulant trafficking networks using noisy and sparse data	6
Automated deviation-aware landmark selection for freeform product accuracy qualification in 3D printing	6
An enterprise network model for understanding and disrupting illicit counterfeit electronic part supply chains	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
Safety stock placement with market selection under load-dependent lead times	6
Efficient and interpretable monitoring of high-dimensional categorical processes	6
Robust optimization approaches in inventory management: Part A—the survey	6
Constructs in infrastructure resilience framing – from components to community services and the built and human infrastructures on which they rely	6
Consignment contract in a supply chain with price, demand and yield randomness: A distributionally robust approach	6