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 2021-02-01 to 2025-02-01.)

Article	Citations
On the relationships between the design of assembly manufacturing and inspection systems and product quality	36
Active learning-assisted semi-supervised learning for fault detection and diagnostics with imbalanced dataset	31
Distribution inference from early-stage stationary data streams by transfer learning	31
Evaluating interlayer gaps in friction stir spot welds for rapid tooling applications	21
Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling	20
Dynamic exploration–exploitation trade-off in active learning regression with Bayesian hierarchical modeling	19
Deep Gaussian process for enhanced Bayesian optimization and its application in additive manufacturing	18
Minimum-cost ordering for selective assembly	18
Simultaneous treatment effect estimation and variable selection for observational data	16
Multi-period collection and distribution problems and their application to humanitarian gleaning operations	16
Product–machine qualification using a process flexibility strategy considering capacity loss	16
Contributions to Internet of Things (IoT)-enabled systems	15
Distributed data filtering and modeling for fog and networked manufacturing	14
Privatization reform in public healthcare system: Competition vs. collaboration	12
The drop box location problem	12
A transdisciplinary approach for generating synthetic but realistic domestic sex trafficking networks	11
Flow time in a human-robot collaborative assembly process: Performance evaluation, system properties, and a case study	11
Throughput control and revenue optimization of a poultry product batcher	11
Discrete-Event Stochastic Systems with Copula Correlated Input Processes	11
Transformer-enabled generative adversarial imputation network with selective generation (SGT-GAIN) for missing region imputation	10
A two-stage stochastic programming model for electric substation flood mitigation prior to an imminent hurricane	9
Distributed cryptosystem for service-oriented smart manufacturing	9
Optimizing the fleet of emergency medical service vehicles	8
Adversarial client detection via non-parametric subspace monitoring in the internet of federated things	8
Admission and routing control of multiple queues with multiple types of customers	8

Impact of sharing imprecise information on fixed-bin selective assembly	8
Robust optimization approaches in inventory management: Part B - the comparative study	8
An efficient approximation to the pull policy for hybrid manufacturing and remanufacturing systems with setup costs	8
The impact of early large-scale screening on the evolution of pandemics	8
Managing customer contact centers with delay announcements and automated service	7
Policy manifold generation for multi-task multi-objective optimization of energy flexible machining systems	7
Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems	7
Online non-convex learning for river pollution source identification	7
Dynamic pricing of regulated field services using reinforcement learning	7
Interaction event network modeling based on temporal point process	7
Remaining useful life prediction with imprecise observations: An interval particle filtering approach	6
Weekly scheduling of emergency department physicians to cope with time-varying demand	6
Order batching and picker scheduling in warehouse order picking	6
IISE PG&E Energy Analytics Challenge 2024: Forecasting Day-Ahead Electricity Prices	6
A generalized pH acceleration model of nano-sol products and the effects of model misspecification on shelf-life prediction	6
A stochastic programming model for jointly optimizing maintenance and spare parts inventory for IoT applications	6
Profile monitoring based on transfer learning of multiple profiles with incomplete samples	6
Robust tensor-on-tensor regression for multidimensional data modeling	6
Optimal condition-based maintenance policy considering nested conditional value-at-risk and operational availability: A case study on semiconductor manufacturing equipment	5
A serial inventory system with lead-time-dependent backordering: A reduced-state approximation	5
COVID-19: Agent-based simulation-optimization to vaccine center location vaccine allocation problem	5
Reinforcement learning for process control with application in semiconductor manufacturing	5
A deep mixed-effects modeling approach for real-time monitoring of metal additive manufacturing process	5
Stream of variation modeling and monitoring for heterogeneous profiles in multi-stage manufacturing processes	5
Predicting additive manufacturing defects with robust feature selection for imbalanced data	5
Impact of customer bounded rationality on on-demand service platforms	5
Mutual-cognition for proactive human–robot collaboration: A mixed reality-enabled visual reasoning-based method	5
Novel double auctions for spatially distributed parking slot assignment with externalities	5
Real-time detection of clustered events in video-imaging data with applications to additive manufacturing	4
Change point detection of multimode processes considering both mode transitions and parameter changes	4
Incentivized Self-Rebalancing Fleet in Electric Vehicle Sharing	4
Data-driven dynamic optimization for real-time parking reservation considering parking unpunctuality	4
Tree-based data filtering for online user-generated reviews	4
Closed-form expansion for option price under stochastic volatility model with concurrent jumps	4
Evaluation of mean-time-to-failure based on nonlinear degradation data with applications	4
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	4
Design of unreliable flow lines: How to jointly allocate buffer space and spare parts	4
A PageRank-like measure for evaluating process flexibility	4
Reliable network design considering endogenous customers’ choices under probabilistic arc failures	4
Model-informed generative adversarial network for learning optimal power flow	4
A Markov-switching hidden heterogeneous network autoregressive model for multivariate time series data with multimodality	4
Homeland security research opportunities	4
A decision tree-based method for ordinal classification problems	4
Federated multi-task Bayesian network learning in the presence of overlapping and distinct variables	4
To act or wait: The impact of disruption duration estimates on manufacturer’s response strategies	4
A distributionally robust optimization approach for coordinating clinical and surgical appointments	4
Finding the right one: Decision support for selecting cost-efficient order picking solutions	4
Multi-criteria classification of reward collaboration proposals	4
Asymmetric stochastic shortest-path interdiction under conditional value-at-risk	4
Landmark-embedded Gaussian process with applications for functional data modeling	4

Do the mobility patterns for city taxicabs impact road safety?	4
An impulse response formulation for small-sample learning and control of additive manufacturing quality	4
Introduction to the Special Issue on Analytical Methods for Detecting, Disrupting, and Dismantling Illicit Operations	3
Efficient order consolidation in warehouses: The product-to-order-assignment problem in warehouses with sortation systems	3
Developing capabilities for supply chain resilience in a post-COVID world: A machine learning-based thematic analysis	3
Multi-laser scan assignment and scheduling optimization for large-scale metal additive manufacturing	3
Multiple event identification and characterization by retrospective analysis of structured data streams	3
Multi-model Markov decision processes	3
Inverse Markov decision processes with unknown transition probabilities	3
Information-directed policy sampling for episodic Bayesian Markov decision processes	3
Variable-sample method for the computation of stochastic Nash equilibrium	3
Modeling and monitoring of a multivariate spatio-temporal network system	3
Branch-price-and-cut for trucks and drones cooperative delivery	3
A multi-agent reinforcement learning model for inventory transshipments under supply chain disruption	3
A nonlinear quantile regression for accelerated destructive degradation testing data	3
Multiresolution functional characterization and correction of biofouling for improved biosensing efficacy	3
A learning-based solution method for practical slab allocation problem in multiple hot rolling lines	3
Smartformer: An intelligent transformer compression framework for time-series modeling	3
Exact algorithm and machine learning-based heuristic for the stochastic lot streaming and scheduling problem	3
Modeling and Optimization of Supply Chain Resilience to Pandemics and Long-Term Crises	3
Process modeling with multi-level categorical inputs via variable selection and level aggregation	3
A cost–based analysis for risk–averse explore–then–commit finite–time bandits	3
Vehicle routing for customized on-demand bus services	3
Differentially private distributed estimation and learning	3
Multimodal regression and mode recognition via an integrated deep neural network	3
The digital twin synchronization problem: Framework, formulations, and analysis	3
FUSION3D: Multimodal data fusion for 3D shape reconstruction: A soft-sensing approach	3
Algorithms and complexity results for the single-cut routing problem in a rail yard	3
An integrated cyber-physical framework for worst-case attacks in industrial control systems	3
Variational inference-based transfer learning for profile monitoring with incomplete data	3
Data-driven contract design for supply chain coordination with algorithm sharing and algorithm competition	3
Exact algorithms for multi-module capacitated lot-sizing problem, and its generalizations with two-echelons and piecewise concave production costs	3
Ontology-guided attribute learning to accelerate certification for developing new printing processes	3
Dynamic expansions of social followings with lotteries and give-aways	3
Dense and fast: Achieving shortest unimpeded retrieval with a minimum number of empty cells in puzzle-based storage systems	3
Sequencing heterogeneous orders in Bucket Brigade order-picking lines	3
Federated data analytics: A study on linear models	3