OOIR: Observatory of International Research

Papers

(The TQCC of IISE Transactions is 3. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Multimodal data fusion for systems improvement: A review	36
Robust Bayesian hierarchical modeling and inference using scale mixtures of normal distributions	29
In-process quality improvement: Concepts, methodologies, and applications	26
Reliability assessment of multi-state performance sharing systems with transmission loss and random shocks	21
A structured overview of insights and opportunities for enhancing supply chain resilience	19
Clustering method with axiomatization to support failure mode and effect analysis	18
Branch-price-and-cut for trucks and drones cooperative delivery	18
Selective maintenance and inspection optimization for partially observable systems: An interactively sequential decision framework	16
Real-time detection of clustered events in video-imaging data with applications to additive manufacturing	16
A network-of-networks adaptation for cross-industry manufacturing repurposing	16
New team mates in the warehouse: Human interactions with automated and robotized systems	16
Condition-based maintenance assessment for a deteriorating system considering stochastic failure dependence	14
Supply chain hoarding and contingent sourcing strategies in anticipation of price hikes and product shortages	12
Design of a biofuel supply network under stochastic and price-dependent biomass availability	12
An integrated manifold learning approach for high-dimensional data feature extractions and its applications to online process monitoring of additive manufacturing	12
Classification and literature review on the integration of simulation and optimization in maritime logistics studies	11
Low-carbon technology transfer between rival firms under cap-and-trade policies	11
Humanitarian relief network design: Responsiveness maximization and a case study of Typhoon Rammasun	11
A Review of Research in Illicit Supply-Chain Networks and New Directions to Thwart them	10
Evaluating on-demand warehousing via dynamic facility location models	10
Real-time monitoring and diagnosis scheme for IoT-enabled devices using multivariate SPC techniques	9
Order batching and picker scheduling in warehouse order picking	9
Prediction of highly imbalanced semiconductor chip-level defects using uncertainty-based adaptive margin learning	8
Two-stage sort planning for express parcel delivery	8
Contextual anomaly detection for high-dimensional data using Dirichlet process variational autoencoder	8

Multi-model Markov decision processes	8
Tensor decomposition to compress convolutional layers in deep learning	8
Simulation optimization in healthcare resource planning: A literature review	8
Profile monitoring based on transfer learning of multiple profiles with incomplete samples	8
Service-oriented global optimization integrating maintenance grouping and technician routing for multi-location multi-unit production systems	7
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	7
Techno-economic modeling of 4D printing with thermo-responsive materials towards desired shape memory performance	7
Snow plow route optimization: A constraint programming approach	7
Homeland security research opportunities	7
An efficient algorithm for the reliability evaluation of multistate flow networks under budget constraints	7
Design and pricing of usage-driven customized two-dimensional extended warranty menus	7
Performance-oriented risk evaluation and maintenance for multi-asset systems: A Bayesian perspective	6
Optimizing diesel fuel supply chain operations to mitigate power outages for hurricane relief	6
Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling	6
Brick-and-mortar or brick-and-click? The influence of online customer reviews on a retailer’s channel strategy	6
Reconstructing original design: Process planning for reverse engineering	6
Modeling and monitoring of a multivariate spatio-temporal network system	6
STOCHOS: Stochastic opportunistic maintenance scheduling for offshore wind farms	6
Chance constrained programs with Gaussian mixture models	6
Federated data analytics: A study on linear models	6
Mind the gap between research and practice in operations management	6
Additive manufacturing capacity allocation problem over a network	5
A preventive maintenance policy with usage-dependent failure rate thresholds under two-dimensional warranties	5
COVID-19: Agent-based simulation-optimization to vaccine center location vaccine allocation problem	5
Flexible assembly layouts in smart manufacturing: An impact assessment for the automotive industry	5
Frontiers of medical decision-making in the modern age of data analytics	5
Developing capabilities for supply chain resilience in a post-COVID world: A machine learning-based thematic analysis	5
Remaining useful life prediction with imprecise observations: An interval particle filtering approach	5
Adaptive fully sequential selection procedures with linear and nonlinear control variates	5
Flexibility and real options analysis in power system generation expansion planning under uncertainty	5
Monitoring sparse and attributed networks with online Hurdle models	5
Modelling fortification strategies for network resilience optimization: The case of immunization and mitigation	4
Constructs in infrastructure resilience framing – from components to community services and the built and human infrastructures on which they rely	4
SPAC: Sparse sensor placement-based adaptive control for high precision fuselage assembly	4
Dense and fast: Achieving shortest unimpeded retrieval with a minimum number of empty cells in puzzle-based storage systems	4
Asymmetric stochastic shortest-path interdiction under conditional value-at-risk	4
Robust tensor-on-tensor regression for multidimensional data modeling	4
Reinforcement learning for process control with application in semiconductor manufacturing	4
Optimal budget allocation for stochastic simulation with importance sampling: Exploration vs. replication	4
SAGE: S tealthy A ttack Ge neration in cyber-physical systems	4
A convergent algorithm for ranking and selection with censored observations	4
Generating optimal robust continuous piecewise linear regression with outliers through combinatorial Benders decomposition	4
Improving access to housing and supportive services for runaway and homeless youth: Reducing vulnerability to human trafficking in New York City	4
Multiple event identification and characterization by retrospective analysis of structured data streams	4
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	4
Novel double auctions for spatially distributed parking slot assignment with externalities	4
Uncovering illicit supply networks and their interfaces to licit counterparts through graph-theoretic algorithms	4
Multi-task Gaussian process upper confidence bound for hyperparameter tuning and its application for simulation studies of additive manufacturing	4
Solving Bayesian risk optimization via nested stochastic gradient estimation	4
Reducing risks in spare parts service contracts with a long downtime constraint	4

Metaheuristics for the stochastic post-disaster debris clearance problem	4
Efficient order consolidation in warehouses: The product-to-order-assignment problem in warehouses with sortation systems	4
A stochastic programming model for jointly optimizing maintenance and spare parts inventory for IoT applications	4
Active learning-assisted semi-supervised learning for fault detection and diagnostics with imbalanced dataset	4
Projection pursuit Gaussian process regression	4
Efficient and interpretable monitoring of high-dimensional categorical processes	4
A decision tree-based method for ordinal classification problems	3
Decomposition methods for solving Markov decision processes with multiple models of the parameters	3
Unifying offline and online simulation for online decision-making	3
Allocation of operational decisions in retail supply chains	3
An analysis of COVID-19 vaccine hesitancy in the U.S.	3
In-situ monitoring of image texturing via random forests and clustering with applications to additive manufacturing	3
Determining assortments of used products for B2B transactions in reverse supply chain	3
Interpretable models for the automated detection of human trafficking in illicit massage businesses	3
An efficient approximation to the pull policy for hybrid manufacturing and remanufacturing systems with setup costs	3
Distribution inference from early-stage stationary data streams by transfer learning	3
Identifying the influence of surface texture waveforms on colors of polished surfaces using an explainable AI approach	3
Landmark-embedded Gaussian process with applications for functional data modeling	3
A distributionally robust optimization approach for coordinating clinical and surgical appointments	3
Decision diagram-based integer programming for the paired job scheduling problem	3
Hypothesis tests with functional data for surface quality change detection in surface finishing processes	3
A new class of mechanism-equivalence-based Wiener process models for reliability analysis	3
Modeling and optimization for multiple correlated responses with distribution variability	3
Buffer allocation problem in production flow lines: A new Benders-decomposition-based exact solution approach	3
Efficient continuous piecewise linear regression for linearising univariate non-linear functions	3
DETONATE: Nonlinear D ynamic E volution Modeling of T ime-dependent 3-dimensi ona	3
An impulse response formulation for small-sample learning and control of additive manufacturing quality	3
Change point detection of multimode processes considering both mode transitions and parameter changes	3
A risk-aware maintenance model based on a constrained Markov decision process	3
Game-theoretic analyses of strategic pricing decision problems in supply chains	3
Farm management optimization under uncertainty with impacts on water quality and economic risk	3
A multi-agent reinforcement learning model for inventory transshipments under supply chain disruption	3
Do the mobility patterns for city taxicabs impact road safety?	3
Coupling agent-based simulation and spatial optimization models to understand spatially complex and co-evolutionary behavior of cocaine trafficking networks and counterdrug interdiction	3
Online domain adaptation for continuous cross-subject liver viability evaluation based on irregular thermal data	3
Family learning: A process modeling method for cyber-additive manufacturing network	3
Recoverability effects on reliability assessment for accelerated degradation testing	3
Convex relaxation for optimal fixture layout design	3
Energy-efficient control in multi-stage production lines with parallel machine workstations and production constraints	3
Two-dimensional variable selection and its applications in the diagnostics of product quality defects	3
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	3
Policy manifold generation for multi-task multi-objective optimization of energy flexible machining systems	3
Cooperative zone-based rebalancing of idle overhead hoist transportations using multi-agent reinforcement learning with graph representation learning	3
Optimal Inventory Management with Buy-One-Give-One (BOGO) Promotion	3
A cost–based analysis for risk–averse explore–then–commit finite–time bandits	3