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 2022-08-01 to 2026-08-01.)

Article	Citations
High dimensional data decomposition for anomaly detection of textured images	75
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	58
Kernel multigrid: Accelerate backfitting via sparse Gaussian processes regression	48
Distributed cryptosystem for service-oriented smart manufacturing	40
Risk analysis in basestock inventory systems under short-term fill rate audits	39
Integrated optimization of redundancy allocation and condition-based loading decisions for parallel systems with mixed standby units	37
Stochastic Gradients: Optimization, Simulation, Randomization, and Sensitivity Analysis	36
The drop box location problem	34
Managing customer contact centers with delay announcements and automated service	27
Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing	27
Multimodal regression and mode recognition via an integrated deep neural network	26
The impact of early large-scale screening on the evolution of pandemics	26
Utility elicitation and maximization from uncertain certainty equivalents	24
A multitasking scheduling problem of emergency medical response in mass casualty incident	22
Equilibria among strategic producers and strategic consumers: a solution approach relying on a single optimization problem	22
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	22
Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem	20
Self-sustained community emergency preparedness and initial response planning considering volunteer dispatching	19
Smartformer: An intelligent transformer compression framework for time-series modeling	18
Sensor-driven predictive vehicle maintenance and routing problem with time windows	18
Algorithms and complexity results for the single-cut routing problem in a rail yard	17
Dynamic and static item allocation for the in-store front warehouses	16
A federated data fusion-based prognostic model for applications with multi-stream incomplete signals	15
A Markov-switching hidden heterogeneous network autoregressive model for multivariate time series data with multimodality	15
Inspection policy optimization for hierarchical multistate systems under uncertain mission scenarios: A risk-averse perspective	15

Core-based cost allocation for collaborative multi-stop truckload shipping problem	15
Optimal unlabeled set partitioning with application to risk-based quarantine policies	14
Optimizing patient transitions to skilled nursing facilities	14
Robust generalized scalar-on-tensor regression	13
Dynamic sensor selection for remote prognostics	13
Supply chain hoarding and contingent sourcing strategies in anticipation of price hikes and product shortages	12
Dynamic patient allocation in hospital systems during a pandemic	11
Planning Reliability Assurance Tests for Autonomous Vehicles Based on Disengagement Events Data	11
MFRL-BI: Design of a model-free reinforcement learning process control scheme by using Bayesian inference	11
Inventory control under corporate income tax and accrual accounting	11
System-wide incentives to trace food processing: A cooperative-game analysis	11
How marginal value of time influences optimality when remanufacturing to multiple generations	11
Common components or individual ones or between? A partially linked multi-matrix decomposition for joint modeling of multivariate heterogeneous profile data	11
Distributionally Robust Partially Observable Markov Decision Process with Distance-Based Ambiguity Sets	11
Robust screening in a pandemic	10
Optimal shipping, collaboration, and outsourcing decisions in a hybrid cross-docking supply chain	10
Service-level computation in time-varying queueing system with priorities: Application to physician staffing in the emergency department	10
A hierarchical online planning framework for anticipatory yard allocation optimization in dry bulk terminals	10
Determining assortments of used products for B2B transactions in reverse supply chain	10
Coordinated scheduling for in-clinic and virtual medicine patients in a multi-station network	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
Projection pursuit Gaussian process regression	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 communication-efficient distributed algorithm for online monitoring in big data systems	9
Hypothesis tests with functional data for surface quality change detection in surface finishing processes	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
Pricing and offering strategies for multi-product manufacturer’s extended warranties under agency selling	8
Rolling lookahead learning for optimal classification trees	8
Evaluating interlayer gaps in friction stir spot welds for rapid tooling applications	8
Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems	8
Mitigating systemic shocks: AI-augmented forecasting in quick response fashion supply chains	8
Audit and compliance in supply chains with damage cost sharing under supplier’s responsibility standards	8
Reliable network design considering endogenous customers’ choices under probabilistic arc failures	8
Integrated multi-plant collaborative production, inventory, and hub–spoke delivery of make-to-order products	8
Bayesian hierarchical modeling of a multivariate spatiotemporal system based on interdependent physics–informed dynamic processes	8
Mutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method	8
Optimal condition-based maintenance policy considering nested conditional value-at-risk and operational availability: A case study on semiconductor manufacturing equipment	8
Optimizing large-scale inventory networks: An iterative decomposition approach	8
Attention-stacked generative adversarial network (AS-GAN)–empowered sensor data augmentation for online monitoring of manufacturing system	8
Simultaneous treatment effect estimation and variable selection for observational data	8
Transformer-enabled generative adversarial imputation network with selective generation (SGT-GAIN) for missing region imputation	8
To act or wait: The impact of disruption duration estimates on manufacturer’s response strategies	8
FUSION3D: Multimodal data fusion for 3D shape reconstruction: A soft-sensing approach	8
Time-varying capacity planning for designing large-scale homeless care systems	8
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
Multi-laser scan assignment and scheduling optimization for large-scale metal additive manufacturing	7

Improving access to housing and supportive services for runaway and homeless youth: Reducing vulnerability to human trafficking in New York City	7
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	7
Geometry-aware active learning of spatiotemporal dynamic systems	7
The bright side of having a strong rival under environmental certification	7
An enterprise network model for understanding and disrupting illicit counterfeit electronic part supply chains	7
Vehicle routing for customized on-demand bus services	7
MT-RAM: Multi Task-Recurrent Attention Model for partially observable image anomaly classification and localization	7
Simultaneous optimal control of directional missed discovery rates in data stream diagnosis	7
Generative adversarial networks for resilient design of manufacturing systems	7
Dynamic order assignment under warehouse disruption risks: A switching-curve policy, heuristics, and insights	6
Analyzing illegal psychostimulant trafficking networks using noisy and sparse data	6
Robust optimization approaches in inventory management: Part A—the survey	6
Automated deviation-aware landmark selection for freeform product accuracy qualification in 3D printing	6
Efficient and interpretable monitoring of high-dimensional categorical processes	6
Adaptive Multi-Echelon Epidemic–Supply Chain Optimization at National Scale	6
Two approaches to monitoring multivariate Poisson counts: Simple and accurate	6
Anomaly detection in PV systems using constrained low-rank and sparse decomposition	6
Consignment contract in a supply chain with price, demand and yield randomness: A distributionally robust approach	6
STOCHOS: Stochastic opportunistic maintenance scheduling for offshore wind farms	6
Sequential group Morris method with error control for efficient factor screening in simulation experiments	6
Corporate renewable energy sourcing: A game-theoretic analysis of PPAs and VPPAs	6
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
Flexible consumer return policies and rising clearance sales in retailing: Can this dual trend co-exist?	6
Maximizing the expected value of experimentation for finding top-κ rank via aggregation of pairwise comparisons	6
State-space modeling for degrading systems with stochastic neural networks and dynamic Bayesian layers	6
Project selection and scheduling with multiplicative enhancement effects and delay risk: An application in intelligent manufacturing technologies	6