IISE Transactions

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
Core-based cost allocation for collaborative multi-stop truckload shipping problem	15
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
Optimal unlabeled set partitioning with application to risk-based quarantine policies	14
Optimizing patient transitions to skilled nursing facilities	14
Dynamic sensor selection for remote prognostics	13
Robust generalized scalar-on-tensor regression	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
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
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
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
Adaptive Multi-Echelon Epidemic–Supply Chain Optimization at National Scale	6
Dynamic order assignment under warehouse disruption risks: A switching-curve policy, heuristics, and insights	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
Two approaches to monitoring multivariate Poisson counts: Simple and accurate	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
Corporate renewable energy sourcing: A game-theoretic analysis of PPAs and VPPAs	6
Simulation optimization in healthcare resource planning: A literature review	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
Mixed integer linear programming formulations for robust surgery scheduling	5
Simulation optimization of conditional value-at-risk	5
Priority assignment of repair services for spatially distributed infrastructure	5
Editorial: Federated Distributed Learning and Analytics	5
Deep reinforcement learning based dynamic printing control in Large Format Additive Manufacturing	5
Robust optimization approaches in inventory management: Part B—the comparative study	5
Recoverability effects on reliability assessment for accelerated degradation testing	5
Rebooting simulation	5
Optimal utilization of integrated photovoltaic battery systems: An application in the residential sector	5
Sparse sensor allocation for inverse problems of detecting sparse leaking emission sources	5
In-situ monitoring of image texturing via random forests and clustering with applications to additive manufacturing	5
Quantifying uncertainty in deep learning binary classification with discrete noise in inputs for risk-based decision making	5
A Bayesian jump model-based pathwise sampling approach for online anomaly detection	5
Minimum-cost ordering for selective assembly	5
Flexible assembly layouts in smart manufacturing: An impact assessment for the automotive industry	5
A Bayesian model for multicriteria sorting problems	5
An efficient data-driven method for the digital twin prediction update synchronization problem	5
Convex relaxation for optimal fixture layout design	5
Impact of customer bounded rationality on on-demand service platforms	5
Change point detection of multimode processes considering both mode transitions and parameter changes	5
An online dual consensus algorithm for distributed resource allocation over networks	5
Efficient continuous piecewise linear regression for linearising univariate non-linear functions	5
A multi-sensor fusion-based prognostic model for systems with partially observable failure modes	4
Data-driven dynamic optimization for real-time parking reservation considering parking unpunctuality	4
On delivery policies for a truck-and-drone tandem in disaster relief	4
Early design-stage prognostics of semiconductor memory using finite element analysis	4
Robust condition-based fleet operations and maintenance: Integrating multi-asset degradation rate interactions and operations-induced degradation	4
Integrated vehicle allocation and relocation for shared micromobility under competition and demand uncertainty	4
Identifying the influence of surface texture waveforms on colors of polished surfaces using an explainable AI approach	4
Data-driven adaptive testing resource allocation strategies for real-time monitoring of infectious diseases	4
Ontology-guided attribute learning to accelerate certification for developing new printing processes	4
Warpage mitigation through infill sectioning in fused filament fabrication	4
Frontiers of medical decision-making in the modern age of data analytics	4
PointSGRADE: Sparse learning with graph representation for anomaly detection by using unstructured 3D point cloud data	4
How to deploy food distribution networks based on blockchain	4
Nonparametric passenger flow monitoring using a minimum distance criterion	4
A sparse expansion for deep Gaussian processes	4
Optimization based ensemble methods for music genre classification	4
The digital twin synchronization problem: Framework, formulations, and analysis	4
A recurrent gated unit-based mixture kriging machine Bayesian filtering approach for long-term prediction of dynamic intermittency	4
Component-wise Markov decision process for solving condition-based maintenance of large multi-component systems with economic dependence	4
Modeling and monitoring dynamic, directional, sparse, attributed networks via a dynamic Hurdle regression model with latent variables	4
Double-robust Bayesian variable selection and model prediction with spherically symmetric error	4
Maximum flow stochastic network interdiction with uncertain restructuring: Applications to local-level drug trafficking enforcement	3
Physician ranking based on heterogeneous medical user-generated content: A Bayesian preference disaggregation model considering criteria interactions	3
IISE PG&E Energy Analytics Challenge 2024: Forecasting day-ahead electricity prices	3
Online nonparametric monitoring for asynchronous processes with serial correlation	3
Optimal resource allocation to minimize errors when detecting human trafficking	3
IoT event data monitoring and prediction considering within- and between-event correlations	3
Quantifying the benefits of increasing decision-making frequency for health applications with regular decision epochs	3
Additive manufacturing capacity allocation problem over a network	3
Making an optimal inspection-free maintenance decision for a coherent system subject to hidden malfunctions	3
In-profile monitoring on univariate profile with application to industrial busbar	3

A novel representation of periodic pattern and its application to untrained anomaly detection	3
From waitlists to well-being: An analytical approach to AI-supported mental healthcare	3
Combating wage theft in subcontracted day labor markets	3
Efficient selection of the best system: Indifference-zone-free procedures with multi-dimensional Brownian motion	3
Incentivizing compliance behaviors with investment goods in pandemic preparedness and resilience	3
The price of safety: Order picking in warehouses with in-house traffic regulations	3
Bi-channel dynamic topic model for quality monitoring considering initial and additional online customer reviews	3
Ranking and pricing under a cascade model of consumer review browsing	3
Efficiency of the carpooling service: Customer waiting and driver utilization	3
On the optimization of warehousing handling unit partitioning	3
Store fulfillment with autonomous mobile robots and in-store customers	3
Capacity allocation in service systems with preferred delivery times and multiple customer classes	3
Coupling stochastic optimization with agent-based simulation: A framework for efficient power expansion planning under uncertainty	3
Optimizing inspection routes and schedules for infrastructure systems under stochastic decision-dependent failures	3
Aggregation models with optimal weights for distributed Gaussian processes	3
Integrating order-to-delivery time sensitivity in e-commerce middle-mile consolidation network design	3
Robust inventory routing problem considering budget violation under demand uncertainty	3
Editorial: Perspectives of ISE/OR researchers	3
Optimize to generalize in Gaussian processes: An alternative objective based on the Rényi divergence	3
Adaptive sequential procedures for quantile selection with importance sampling	3
Robust optimization for integrating preventative maintenance with coal production under demand uncertainty	3
Mitigating modality bias in multi-label emotion recognition	3
Joint bundle design and pricing for extended warranty providers servicing multi-tier products	3
Highly Connected Graph Partitioning: Exact Formulation and Solution Methods	3
Advancing additive manufacturing through deep learning: A comprehensive review of current progress and future challenges	3
Impact of sharing imprecise information on fixed-bin selective assembly	3
A transdisciplinary approach for generating synthetic but realistic domestic sex trafficking networks	3
Generating optimal robust continuous piecewise linear regression with outliers through combinatorial Benders decomposition	2
Joint workforce scheduling and pricing in crowdsourced delivery under uncertainty	2
Reinforcement learning for fuselage shape control during aircraft assembly	2
Modeling user choice behavior under data corruption: Robust learning of the latent decision threshold model	2
Continuity-skill-restricted scheduling and routing problem: Formulation, optimization and implications	2
Multi-modal mixed-type structural equation modeling with structured sparsity for subgroup discovery from heterogeneous health data	2
Finding the right one: Decision support for selecting cost-efficient order picking solutions	2
Combining hash-based Tabu search and frequent pattern mining for job-shop scheduling	2
Introduction to the Special Issue on Analytical Methods for Detecting, Disrupting, and Dismantling Illicit Operations	2
Revisiting continuous p -hub location problems with the ℓ 1 metric	2
An approximate periodic review stochastic inventory control system with both fixed cost and random yield	2
SmartFixture: Physics-guided reinforcement learning for automatic fixture layout design in manufacturing systems	2
Data-driven reliable shelter location during hurricane evacuation	2
Image-based novel fault detection with deep learning classifiers using hierarchical labels	2
Models and network insights for edge-based districting with simultaneous location-allocation decisions	2
Tensor-based feedback control for locally structured high-dimensional streaming data under limited control capability	2
The value of adding on-demand service with price- and waiting-sensitive customers	2
Bayesian mixed-effect higher-order hidden Markov models with applications to predictive healthcare using electronic health records	2
Applications and prospects of machine learning for aerosol jet printing: A review	2
Distributed remaining useful life prediction for multi-site systems via personalized probabilistic federated learning	2
COVID-19: Agent-based simulation-optimization to vaccine center location vaccine allocation problem	2
Reinforcement learning for process control with application in semiconductor manufacturing	2
Bayesian Optimization with Active Constraint Learning for Advanced Manufacturing Process Design	2
Virtual sensing network for statistical process monitoring	2
Stochastic modeling of human lumbar functional spinal units system degeneration	2
A unified diagnostic framework via symmetrized data aggregation	2
Erlang loss systems with shortest idle server first service discipline: Maintenance considerations	2
Electric vehicle charging network design with capacity and service considerations	2
Dynamic resource allocation and scheduling for appointment-based systems with walk-ins	2
Nondestructive fatigue life prediction for additively manufactured metal parts through a multimodal transfer learning framework	2
The influence coverage optimization problem	2
The impact of resource sharing on the design of multi-client warehouses	2
Planning minimum regret CO 2 pipeline networks	2
An adaptive approach for online monitoring of large-scale data streams	2
Optimal remanufacturing choices with manufacturer’s quality disclosure	2
An optimization approach for biosurveillance in wastewater networks	2
Closed-form expansion for option price under stochastic volatility model with concurrent jumps	2
Horizontal sourcing in a differentiated industry: To commit or not to commit	2