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 2021-04-01 to 2025-04-01.)

Article	Citations
On the relationships between the design of assembly manufacturing and inspection systems and product quality	47
Dynamic exploration–exploitation trade-off in active learning regression with Bayesian hierarchical modeling	35
Evaluating interlayer gaps in friction stir spot welds for rapid tooling applications	35
Minimum-cost ordering for selective assembly	33
Experimentation Levels and Social Welfare under FDA’s Flexible Approval Standards	28
Stochastic Gradients: Optimization, Simulation, Randomization, and Sensitivity Analysis	27
Optimal remanufacturing choices with manufacturer’s quality disclosure	26
Contributions to Internet of Things (IoT)-enabled systems	23
Bayesian Optimization with Active Constraint Learning for Advanced Manufacturing Process Design	23
The drop box location problem	21
Federated multi-task Bayesian network learning in the presence of overlapping and distinct variables	20
Throughput control and revenue optimization of a poultry product batcher	18
Discrete-Event Stochastic Systems with Copula Correlated Input Processes	18
Admission and routing control of multiple queues with multiple types of customers	16
Adversarial client detection via non-parametric subspace monitoring in the internet of federated things	14
Robust optimization approaches in inventory management: Part B - the comparative study	14
A generalized pH acceleration model of nano-sol products and the effects of model misspecification on shelf-life prediction	12
Dynamic pricing of regulated field services using reinforcement learning	12
Managing customer contact centers with delay announcements and automated service	12
IISE PG&E Energy Analytics Challenge 2024: Forecasting day-ahead electricity prices	11
The impact of early large-scale screening on the evolution of pandemics	11
Interaction event network modeling based on temporal point process	10
Flow time in a human-robot collaborative assembly process: Performance evaluation, system properties, and a case study	10
Weekly scheduling of emergency department physicians to cope with time-varying demand	10
Impact of customer bounded rationality on on-demand service platforms	9

Mutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method	9
Change point detection of multimode processes considering both mode transitions and parameter changes	9
Policy manifold generation for multi-task multi-objective optimization of energy flexible machining systems	9
Online non-convex learning for river pollution source identification	9
Distributed data filtering and modeling for fog and networked manufacturing	9
A transdisciplinary approach for generating synthetic but realistic domestic sex trafficking networks	9
Novel double auctions for spatially distributed parking slot assignment with externalities	9
An efficient approximation to the pull policy for hybrid manufacturing and remanufacturing systems with setup costs	9
COVID-19: Agent-based simulation-optimization to vaccine center location vaccine allocation problem	9
Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling	9
Transformer-enabled generative adversarial imputation network with selective generation (SGT-GAIN) for missing region imputation	8
Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing	8
Simultaneous treatment effect estimation and variable selection for observational data	8
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	8
Robust tensor-on-tensor regression for multidimensional data modeling	8
Distributed cryptosystem for service-oriented smart manufacturing	8
Optimizing the fleet of emergency medical service vehicles	8
Product–machine qualification using a process flexibility strategy considering capacity loss	8
Optimal condition-based maintenance policy considering nested conditional value-at-risk and operational availability: A case study on semiconductor manufacturing equipment	8
Order batching and picker scheduling in warehouse order picking	8
A two-stage stochastic programming model for electric substation flood mitigation prior to an imminent hurricane	7
A serial inventory system with lead-time-dependent backordering: A reduced-state approximation	7
Impact of sharing imprecise information on fixed-bin selective assembly	7
Profile monitoring based on transfer learning of multiple profiles with incomplete samples	7
Design of unreliable flow lines: How to jointly allocate buffer space and spare parts	7
Remaining useful life prediction with imprecise observations: An interval particle filtering approach	6
Reinforcement learning for process control with application in semiconductor manufacturing	6
To act or wait: The impact of disruption duration estimates on manufacturer’s response strategies	6
Stream of variation modeling and monitoring for heterogeneous profiles in multi-stage manufacturing processes	6
Predicting additive manufacturing defects with robust feature selection for imbalanced data	6
A stochastic programming model for jointly optimizing maintenance and spare parts inventory for IoT applications	6
Active learning-assisted semi-supervised learning for fault detection and diagnostics with imbalanced dataset	6
Privatization reform in public healthcare system: Competition vs. collaboration	6
Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems	6
Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem	5
Process modeling with multi-level categorical inputs via variable selection and level aggregation	5
A distributionally robust optimization approach for coordinating clinical and surgical appointments	5
Model-informed generative adversarial network for learning optimal power flow	5
An integrated cyber-physical framework for worst-case attacks in industrial control systems	5
Sequencing heterogeneous orders in Bucket Brigade order-picking lines	5
Variational inference-based transfer learning for profile monitoring with incomplete data	5
Do the mobility patterns for city taxicabs impact road safety?	5
Inverse Markov decision processes with unknown transition probabilities	5
Algorithms and complexity results for the single-cut routing problem in a rail yard	5
Incentivized Self-Rebalancing Fleet in Electric Vehicle Sharing	5
Multi-period collection and distribution problems and their application to humanitarian gleaning operations	5
Multi-criteria classification of reward collaboration proposals	5
Evaluating on-demand warehousing via dynamic facility location models	4
Multiple event identification and characterization by retrospective analysis of structured data streams	4
Asymmetric stochastic shortest-path interdiction under conditional value-at-risk	4

Developing capabilities for supply chain resilience in a post-COVID world: A machine learning-based thematic analysis	4
A Markov-switching hidden heterogeneous network autoregressive model for multivariate time series data with multimodality	4
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	4
Dynamic expansions of social followings with lotteries and give-aways	4
Reliable network design considering endogenous customers’ choices under probabilistic arc failures	4
Modeling and monitoring of a multivariate spatio-temporal network system	4
Homeland security research opportunities	4
Multi-model Markov decision processes	4
Multiresolution functional characterization and correction of biofouling for improved biosensing efficacy	4
Dense and fast: Achieving shortest unimpeded retrieval with a minimum number of empty cells in puzzle-based storage systems	4
Closed-form expansion for option price under stochastic volatility model with concurrent jumps	4
Exact algorithms for multi-module capacitated lot-sizing problem, and its generalizations with two-echelons and piecewise concave production costs	4
Data-driven dynamic optimization for real-time parking reservation considering parking unpunctuality	4
An impulse response formulation for small-sample learning and control of additive manufacturing quality	4
A PageRank-like measure for evaluating process flexibility	4
Landmark-embedded Gaussian process with applications for functional data modeling	4
A Review of Research in Illicit Supply-Chain Networks and New Directions to Thwart them	4
Meta-modeling of heterogeneous data streams: A dual-network approach for online personalized fault prognostics of equipment	4
Data-driven contract design for supply chain coordination with algorithm sharing and algorithm competition	4
Federated data analytics: A study on linear models	4
Variable-sample method for the computation of stochastic Nash equilibrium	4
A learning-based solution method for practical slab allocation problem in multiple hot rolling lines	4