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

Article	Citations
The drop box location problem	58
Kernel multigrid: Accelerate backfitting via sparse Gaussian processes regression	57
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	46
Stochastic Gradients: Optimization, Simulation, Randomization, and Sensitivity Analysis	43
Managing customer contact centers with delay announcements and automated service	40
Risk analysis in basestock inventory systems under short-term fill rate audits	37
Online non-convex learning for river pollution source identification	34
Distributed cryptosystem for service-oriented smart manufacturing	31
Integrated optimization of redundancy allocation and condition-based loading decisions for parallel systems with mixed standby units	27
High Dimensional Data Decomposition for Anomaly Detection of Textured Images	27
Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing	27
The impact of early large-scale screening on the evolution of pandemics	25
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	22
Algorithms and complexity results for the single-cut routing problem in a rail yard	22
Multimodal regression and mode recognition via an integrated deep neural network	22
A Markov-switching hidden heterogeneous network autoregressive model for multivariate time series data with multimodality	20
Utility elicitation and maximization from uncertain certainty equivalents	18
Smartformer: An intelligent transformer compression framework for time-series modeling	17
Equilibria Among Strategic Producers and Strategic Consumers: A Solution Approach Relying on a Single Optimization Problem	17
A decision tree-based method for ordinal classification problems	17
A multitasking scheduling problem of emergency medical response in mass casualty incident	17
Optimal unlabeled set partitioning with application to risk-based quarantine policies	16
Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem	16
Proportionally fair organ transplantation allocation rules	15
Optimizing patient transitions to skilled nursing facilities	15

Core-based cost allocation for collaborative multi-stop truckload shipping problem	14
Farm management optimization under uncertainty with impacts on water quality and economic risk	14
Inspection policy optimization for hierarchical multistate systems under uncertain mission scenarios: A risk-averse perspective	14
Dynamic Sensor Selection for Remote Prognostics	14
A federated data fusion-based prognostic model for applications with multi-stream incomplete signals	13
Dynamic patient allocation in hospital systems during a pandemic	12
Robust generalized scalar-on-tensor regression	12
MFRL-BI: Design of a model-free reinforcement learning process control scheme by using Bayesian inference	12
Pricing, assortment, and inventory decisions under nested logit demand and equal profit margins	12
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
Planning Reliability Assurance Tests for Autonomous Vehicles Based on Disengagement Events Data	11
Optimal shipping, collaboration, and outsourcing decisions in a hybrid cross-docking supply chain	11
How marginal value of time influences optimality when remanufacturing to multiple generations	11
Chance constrained programs with Gaussian mixture models	11
Distributionally Robust Partially Observable Markov Decision Process with Distance-Based Ambiguity Sets	11
Determining assortments of used products for B2B transactions in reverse supply chain	11
Humanitarian relief network design: Responsiveness maximization and a case study of Typhoon Rammasun	11
Service-level computation in time-varying queueing system with priorities: Application to physician staffing in the emergency department	11
System-wide incentives to trace food processing: A cooperative-game analysis	11
Integrated multi-plant collaborative production, inventory, and hub–spoke delivery of make-to-order products	10
Projection pursuit Gaussian process regression	10
New team mates in the warehouse: Human interactions with automated and robotized systems	10
Statement of Retraction: Conic Reformulations of a Class of Discrete Stochastic Location Problems with Congestion	10
Robust Screening in a Pandemic	10
Allocation of operational decisions in retail supply chains	9
Hypothesis tests with functional data for surface quality change detection in surface finishing processes	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
Bayesian prognosis analysis of human papillomavirus-associated head and neck cancer using hierarchical Dirichlet process mixture models	9
Coordinated scheduling for in-clinic and virtual medicine patients in a multi-station network	9
Simultaneous treatment effect estimation and variable selection for observational data	9
A model-based monitoring framework for tensor count data in passenger flow surveillance	9
Federated Cooperative Generalized Linear Model for Distributed Multimodal Data Analysis	9
Pricing and offering strategies for multi-product manufacturer’s extended warranties under agency selling	8
Optimal condition-based maintenance policy considering nested conditional value-at-risk and operational availability: A case study on semiconductor manufacturing equipment	8
Privatization reform in public healthcare system: Competition vs. collaboration	8
Evaluating interlayer gaps in friction stir spot welds for rapid tooling applications	8
Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling	8
Bayesian hierarchical modeling of a multivariate spatiotemporal system based on interdependent physics–informed dynamic processes	8
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
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
Cost- and service-based comparison of practical policies for stochastic clearing under nonlinear delay penalty	7
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
Optimizing large-scale inventory networks: An iterative decomposition approach	7
Process modeling with multi-level categorical inputs via variable selection and level aggregation	7
Vehicle routing for customized on-demand bus services	7
Mutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method	7

Reliable network design considering endogenous customers’ choices under probabilistic arc failures	7
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	7
A PageRank-like measure for evaluating process flexibility	7
FUSION3D: Multimodal data fusion for 3D shape reconstruction: A soft-sensing approach	7
Simulation optimization in healthcare resource planning: A literature review	6
Online directed-structural change-point detection: A segment-wise time-varying dynamic Bayesian network approach	6
MT-RAM: Multi Task-Recurrent Attention Model for partially observable image anomaly classification and localization	6
A scalable Bayesian framework for large-scale sensor-driven network anomaly detection	6
Consignment contract in a supply chain with price, demand and yield randomness: A distributionally robust approach	6
Safety stock placement with market selection under load-dependent lead times	6
Automated deviation-aware landmark selection for freeform product accuracy qualification in 3D printing	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
A structured overview of insights and opportunities for enhancing supply chain resilience	6
Flexible consumer return policies and rising clearance sales in retailing: Can this dual trend co-exist?	6
Anomaly detection in PV systems using constrained low-rank and sparse decomposition	6
Deploying pickers and robots in cobot-based collaborative order picking systems	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
Flexible assembly layouts in smart manufacturing: An impact assessment for the automotive industry	5
Two approaches to monitoring multivariate Poisson counts: Simple and accurate	5
Optimal utilization of integrated photovoltaic battery systems: An application in the residential sector	5
Rebooting simulation	5
Constructs in infrastructure resilience framing – from components to community services and the built and human infrastructures on which they rely	5
Prediction of highly imbalanced semiconductor chip-level defects using uncertainty-based adaptive margin learning	5
In-situ monitoring of image texturing via random forests and clustering with applications to additive manufacturing	5
Efficient continuous piecewise linear regression for linearising univariate non-linear functions	5
Recoverability effects on reliability assessment for accelerated degradation testing	5
Project selection and scheduling with multiplicative enhancement effects and delay risk: An application in intelligent manufacturing technologies	5
State-space modeling for degrading systems with stochastic neural networks and dynamic Bayesian layers	5
Robust optimization approaches in inventory management: Part A—the survey	5
Corporate renewable energy sourcing: A game-theoretic analysis of PPAs and VPPAs	5
Analyzing illegal psychostimulant trafficking networks using noisy and sparse data	5
Brick-and-mortar or brick-and-click? The influence of online customer reviews on a retailer’s channel strategy	5
Convex relaxation for optimal fixture layout design	5
STOCHOS: Stochastic opportunistic maintenance scheduling for offshore wind farms	5
Efficient and interpretable monitoring of high-dimensional categorical processes	5