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 2021-09-01 to 2025-09-01.)

Article	Citations
Managing customer contact centers with delay announcements and automated service	62
Online non-convex learning for river pollution source identification	49
The impact of early large-scale screening on the evolution of pandemics	47
Risk analysis in basestock inventory systems under short-term fill rate audits	40
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	36
Stochastic Gradients: Optimization, Simulation, Randomization, and Sensitivity Analysis	34
Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing	32
Distributed cryptosystem for service-oriented smart manufacturing	28
The drop box location problem	28
Algorithms and complexity results for the single-cut routing problem in a rail yard	27
Smartformer: An intelligent transformer compression framework for time-series modeling	23
Multimodal regression and mode recognition via an integrated deep neural network	23
Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem	20
Utility elicitation and maximization from uncertain certainty equivalents	19
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	18
A Markov-switching hidden heterogeneous network autoregressive model for multivariate time series data with multimodality	16
A multitasking scheduling problem of emergency medical response in mass casualty incident	15
A decision tree-based method for ordinal classification problems	15
Optimal unlabeled set partitioning with application to risk-based quarantine policies	15
Optimizing patient transitions to skilled nursing facilities	14
A federated data fusion-based prognostic model for applications with multi-stream incomplete signals	14
Core-based cost allocation for collaborative multi-stop truckload shipping problem	13
Proportionally fair organ transplantation allocation rules	13
Inspection policy optimization for hierarchical multistate systems under uncertain mission scenarios: A risk-averse perspective	13
Robust generalized scalar-on-tensor regression	12

Pricing, assortment, and inventory decisions under nested logit demand and equal profit margins	12
Farm management optimization under uncertainty with impacts on water quality and economic risk	12
Chance constrained programs with Gaussian mixture models	11
How marginal value of time influences optimality when remanufacturing to multiple generations	11
MFRL-BI: Design of a model-free reinforcement learning process control scheme by using Bayesian inference	10
Techno-economic modeling of 4D printing with thermo-responsive materials towards desired shape memory performance	10
Supply chain hoarding and contingent sourcing strategies in anticipation of price hikes and product shortages	10
Planning Reliability Assurance Tests for Autonomous Vehicles Based on Disengagement Events Data	10
Humanitarian relief network design: Responsiveness maximization and a case study of Typhoon Rammasun	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
Inventory control under corporate income tax and accrual accounting	10
System-wide incentives to trace food processing: A cooperative-game analysis	9
The value of jumboization in transportation ships: A real options approach	9
A model-based monitoring framework for tensor count data in passenger flow surveillance	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
Distributionally Robust Partially Observable Markov Decision Process with Distance-Based Ambiguity Sets	9
Integrated multi-plant collaborative production, inventory, and hub–spoke delivery of make-to-order products	9
Coordinated scheduling for in-clinic and virtual medicine patients in a multi-station network	9
Determining assortments of used products for B2B transactions in reverse supply chain	9
New team mates in the warehouse: Human interactions with automated and robotized systems	9
Bayesian prognosis analysis of human papillomavirus-associated head and neck cancer using hierarchical Dirichlet process mixture models	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	8
Projection pursuit Gaussian process regression	8
Privatization reform in public healthcare system: Competition vs. collaboration	8
Federated Cooperative Generalized Linear Model for Distributed Multimodal Data Analysis	8
Evaluating interlayer gaps in friction stir spot welds for rapid tooling applications	8
Simultaneous treatment effect estimation and variable selection for observational data	8
Allocation of operational decisions in retail supply chains	8
Multimodal data fusion for systems improvement: A review	8
Multi-period collection and distribution problems and their application to humanitarian gleaning operations	8
Transformer-enabled generative adversarial imputation network with selective generation (SGT-GAIN) for missing region imputation	7
Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems	7
Reliable network design considering endogenous customers’ choices under probabilistic arc failures	7
Optimal condition-based maintenance policy considering nested conditional value-at-risk and operational availability: A case study on semiconductor manufacturing equipment	7
A PageRank-like measure for evaluating process flexibility	7
To act or wait: The impact of disruption duration estimates on manufacturer’s response strategies	7
Bayesian hierarchical modeling of a multivariate spatiotemporal system based on interdependent physics–informed dynamic processes	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
FUSION3D: Multimodal data fusion for 3D shape reconstruction: A soft-sensing approach	6
Attention-stacked generative adversarial network (AS-GAN)–empowered sensor data augmentation for online monitoring of manufacturing system	6
Multi-laser scan assignment and scheduling optimization for large-scale metal additive manufacturing	6
Simultaneous optimal control of directional missed discovery rates in data stream diagnosis	6
Dynamic material deposition control for large-scale additive manufacturing	6
A structured overview of insights and opportunities for enhancing supply chain resilience	6
Vehicle routing for customized on-demand bus services	6
Process modeling with multi-level categorical inputs via variable selection and level aggregation	6
Consignment contract in a supply chain with price, demand and yield randomness: A distributionally robust approach	6

Flexibility and real options analysis in power system generation expansion planning under uncertainty	6
A scalable Bayesian framework for large-scale sensor-driven network anomaly detection	6
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	6
Deploying pickers and robots in cobot-based collaborative order picking systems	6
MT-RAM: Multi Task-Recurrent Attention Model for partially observable image anomaly classification and localization	6
Improving access to housing and supportive services for runaway and homeless youth: Reducing vulnerability to human trafficking in New York City	6
An enterprise network model for understanding and disrupting illicit counterfeit electronic part supply chains	6
Online directed-structural change-point detection: A segment-wise time-varying dynamic Bayesian network approach	5
Efficient and interpretable monitoring of high-dimensional categorical processes	5
Analyzing illegal psychostimulant trafficking networks using noisy and sparse data	5
Anomaly detection in PV systems using constrained low-rank and sparse decomposition	5
Flexible consumer return policies and rising clearance sales in retailing: Can this dual trend co-exist?	5
Constructs in infrastructure resilience framing – from components to community services and the built and human infrastructures on which they rely	5
STOCHOS: Stochastic opportunistic maintenance scheduling for offshore wind farms	5
Simulation optimization in healthcare resource planning: A literature review	5
The bright side of having a strong rival under environmental certification	5
Automated deviation-aware landmark selection for freeform product accuracy qualification in 3D printing	5
Safety stock placement with market selection under load-dependent lead times	5
Robust optimization approaches in inventory management: Part A—the survey	5