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 2021-08-01 to 2025-08-01.)

Article	Citations
Managing customer contact centers with delay announcements and automated service	59
Online non-convex learning for river pollution source identification	47
The impact of early large-scale screening on the evolution of pandemics	44
Risk analysis in basestock inventory systems under short-term fill rate audits	38
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	35
Stochastic Gradients: Optimization, Simulation, Randomization, and Sensitivity Analysis	32
Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing	29
The drop box location problem	28
Distributed cryptosystem for service-oriented smart manufacturing	26
Algorithms and complexity results for the single-cut routing problem in a rail yard	24
A Markov-switching hidden heterogeneous network autoregressive model for multivariate time series data with multimodality	23
Multimodal regression and mode recognition via an integrated deep neural network	22
Smartformer: An intelligent transformer compression framework for time-series modeling	20
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	19
A decision tree-based method for ordinal classification problems	18
Utility Elicitation and Maximization from Uncertain Certainty Equivalents	16
Optimal unlabeled set partitioning with application to risk-based quarantine policies	15
Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem	15
Optimizing patient transitions to skilled nursing facilities	14
A federated data fusion-based prognostic model for applications with multi-stream incomplete signals	13
Core-based cost allocation for collaborative multi-stop truckload shipping problem	13
Farm management optimization under uncertainty with impacts on water quality and economic risk	12
Robust generalized scalar-on-tensor regression	12
Proportionally fair organ transplantation allocation rules	12
Pricing, assortment, and inventory decisions under nested logit demand and equal profit margins	12

Inspection policy optimization for hierarchical multistate systems under uncertain mission scenarios: A risk-averse perspective	12
Humanitarian relief network design: Responsiveness maximization and a case study of Typhoon Rammasun	11
Chance constrained programs with Gaussian mixture models	10
How marginal value of time influences optimality when remanufacturing to multiple generations	10
MFRL-BI: Design of a model-free reinforcement learning process control scheme by using Bayesian inference	10
Service-level computation in time-varying queueing system with priorities: Application to physician staffing in the emergency department	10
Inventory control under corporate income tax and accrual accounting	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	9
System-wide incentives to trace food processing: A cooperative-game analysis	9
Distributionally Robust Partially Observable Markov Decision Process with Distance-Based Ambiguity Sets	9
Optimal shipping, collaboration, and outsourcing decisions in a hybrid cross-docking supply chain	9
The value of jumboization in transportation ships: A real options approach	9
Determining assortments of used products for B2B transactions in reverse supply chain	9
Integrated multi-plant collaborative production, inventory, and hub–spoke delivery of make-to-order products	9
New team mates in the warehouse: Human interactions with automated and robotized systems	9
Techno-economic modeling of 4D printing with thermo-responsive materials towards desired shape memory performance	9
Hypothesis tests with functional data for surface quality change detection in surface finishing processes	8
Federated Cooperative Generalized Linear Model for Distributed Multimodal Data Analysis	8
Statement of Retraction: Conic Reformulations of a Class of Discrete Stochastic Location Problems with Congestion	8
Bayesian hierarchical modeling of a multivariate spatiotemporal system based on interdependent physics–informed dynamic processes	8
Bayesian prognosis analysis of human papillomavirus-associated head and neck cancer using hierarchical Dirichlet process mixture models	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
A Model-Based Monitoring Framework for Tensor Count Data in Passenger Flow Surveillance	8
Projection pursuit Gaussian process regression	8
Optimal condition-based maintenance policy considering nested conditional value-at-risk and operational availability: A case study on semiconductor manufacturing equipment	8
Allocation of operational decisions in retail supply chains	8
Coordinated scheduling for in-clinic and virtual medicine patients in a multi-station network	8
Multimodal data fusion for systems improvement: A review	8
Simultaneous treatment effect estimation and variable selection for observational data	8
Mutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method	7
Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems	7
A PageRank-like measure for evaluating process flexibility	7
Evaluating interlayer gaps in friction stir spot welds for rapid tooling applications	7
Privatization reform in public healthcare system: Competition vs. collaboration	7
Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling	7
Multi-period collection and distribution problems and their application to humanitarian gleaning operations	7
Transformer-enabled generative adversarial imputation network with selective generation (SGT-GAIN) for missing region imputation	7
To act or wait: The impact of disruption duration estimates on manufacturer’s response strategies	7
Vehicle routing for customized on-demand bus services	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
Deploying pickers and robots in cobot-based collaborative order picking systems	6
A scalable Bayesian framework for large-scale sensor-driven network anomaly detection	6
Simultaneous optimal control of directional missed discovery rates in data stream diagnosis	6
Reliable network design considering endogenous customers’ choices under probabilistic arc failures	6
Attention-stacked generative adversarial network (AS-GAN)–empowered sensor data augmentation for online monitoring of manufacturing system	6
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	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
Multi-laser scan assignment and scheduling optimization for large-scale metal additive manufacturing	6
Process modeling with multi-level categorical inputs via variable selection and level aggregation	6
Online directed-structural change-point detection: A segment-wise time-varying dynamic Bayesian network approach	5
The bright side of having a strong rival under environmental certification	5
Constructs in infrastructure resilience framing – from components to community services and the built and human infrastructures on which they rely	5
Efficient and interpretable monitoring of high-dimensional categorical processes	5
A structured overview of insights and opportunities for enhancing supply chain resilience	5
Automated deviation-aware landmark selection for freeform product accuracy qualification in 3D printing	5
STOCHOS: Stochastic opportunistic maintenance scheduling for offshore wind farms	5
Improving access to housing and supportive services for runaway and homeless youth: Reducing vulnerability to human trafficking in New York City	5
Dynamic material deposition control for large-scale additive manufacturing	5
Safety stock placement with market selection under load-dependent lead times	5
Flexible consumer return policies and rising clearance sales in retailing: Can this dual trend co-exist?	4
Brick-and-mortar or brick-and-click? The influence of online customer reviews on a retailer’s channel strategy	4
Editorial: Federated Distributed Learning and Analytics	4
Simulation optimization of conditional value-at-risk	4
Rebooting simulation	4
Optimal utilization of integrated photovoltaic battery systems: An application in the residential sector	4
Efficient continuous piecewise linear regression for linearising univariate non-linear functions	4
Sequential adaptive design for jump regression estimation	4
Analyzing illegal psychostimulant trafficking networks using noisy and sparse data	4
Prediction of highly imbalanced semiconductor chip-level defects using uncertainty-based adaptive margin learning	4
Convex relaxation for optimal fixture layout design	4
Minimum-cost ordering for selective assembly	4
Priority Assignment of Repair Services for Spatially Distributed Infrastructure	4
Quantity-based emergency shipment policies	4
Recoverability effects on reliability assessment for accelerated degradation testing	4
Simulation optimization in healthcare resource planning: A literature review	4
State-space modeling for degrading systems with stochastic neural networks and dynamic Bayesian layers	4
Offline sequential learning via simulation	4
Anomaly detection in PV systems using constrained low-rank and sparse decomposition	4
In-situ monitoring of image texturing via random forests and clustering with applications to additive manufacturing	4
Co-learning of extrusion deposition quality for supporting interconnected additive manufacturing systems	4
Flexible assembly layouts in smart manufacturing: An impact assessment for the automotive industry	4
Change point detection of multimode processes considering both mode transitions and parameter changes	4
A Bayesian model for multicriteria sorting problems	4
Project selection and scheduling with multiplicative enhancement effects and delay risk: An application in intelligent manufacturing technologies	4
Two approaches to monitoring multivariate Poisson counts: Simple and accurate	4
Robust optimization approaches in inventory management: Part A—the survey	4