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 2020-07-01 to 2024-07-01.)

Article	Citations
Multimodal data fusion for systems improvement: A review	33
Robust Bayesian hierarchical modeling and inference using scale mixtures of normal distributions	28
Design of customized two-dimensional extended warranties considering use rate and heterogeneity	28
Reliability assessment and lifetime prediction of degradation processes considering recoverable shock damages	27
In-process quality improvement: Concepts, methodologies, and applications	21
Clustering method with axiomatization to support failure mode and effect analysis	18
Reliability assessment of multi-state performance sharing systems with transmission loss and random shocks	18
AGV or Lift-AGV? Performance trade-offs and design insights for container terminals with robotized transport vehicle technology	17
Branch-price-and-cut for trucks and drones cooperative delivery	17
A network-of-networks adaptation for cross-industry manufacturing repurposing	15
A structured overview of insights and opportunities for enhancing supply chain resilience	15
Real-time detection of clustered events in video-imaging data with applications to additive manufacturing	15
New team mates in the warehouse: Human interactions with automated and robotized systems	14
A survey of optimization models and methods for cyberinfrastructure security	13
Modeling multivariate profiles using Gaussian process-controlled B-splines	12
Elasticity management for capacity planning in software as a service cloud computing	12
Design of a biofuel supply network under stochastic and price-dependent biomass availability	12
Holistic modeling and analysis of multistage manufacturing processes with sparse effective inputs and mixed profile outputs	12
Selective maintenance and inspection optimization for partially observable systems: An interactively sequential decision framework	12
Ranking and selection for terminating simulation under sequential sampling	12
Classification and literature review on the integration of simulation and optimization in maritime logistics studies	11
Supply chain hoarding and contingent sourcing strategies in anticipation of price hikes and product shortages	11
Age-replacement policies under age-dependent replacement costs	11
A Review of Research in Illicit Supply-Chain Networks and New Directions to Thwart them	10
Condition-based maintenance assessment for a deteriorating system considering stochastic failure dependence	10

Analysis of process flexibility designs under disruptions	10
Multi-sensor prognostics modeling for applications with highly incomplete signals	10
A degradation-based detection framework against covert cyberattacks on SCADA systems	10
Humanitarian relief network design: Responsiveness maximization and a case study of Typhoon Rammasun	9
Order batching and picker scheduling in warehouse order picking	9
Low-carbon technology transfer between rival firms under cap-and-trade policies	9
Industrial symbiosis: Impact of competition on firms’ willingness to implement	9
An integrated manifold learning approach for high-dimensional data feature extractions and its applications to online process monitoring of additive manufacturing	9
Evaluating on-demand warehousing via dynamic facility location models	9
Improved co-scheduling of multi-layer printing path scanning for collaborative additive manufacturing	8
Contextual anomaly detection for high-dimensional data using Dirichlet process variational autoencoder	8
Prediction of highly imbalanced semiconductor chip-level defects using uncertainty-based adaptive margin learning	8
Techno-economic modeling of 4D printing with thermo-responsive materials towards desired shape memory performance	7
Real-time monitoring and diagnosis scheme for IoT-enabled devices using multivariate SPC techniques	7
A review of risk-based security and its impact on TSA PreCheck	7
Profile monitoring based on transfer learning of multiple profiles with incomplete samples	7
Service-oriented global optimization integrating maintenance grouping and technician routing for multi-location multi-unit production systems	7
Two-stage sort planning for express parcel delivery	7
Homeland security research opportunities	7
Snow plow route optimization: A constraint programming approach	7
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives	7
A Bayesian framework for functional calibration of expensive computational models through non-isometric matching	7
Tensor decomposition to compress convolutional layers in deep learning	6
Managing EMS systems with user abandonment in emerging economies	6
Price discounts and personalized product assortments under multinomial logit choice model: A robust approach	6
Multi-model Markov decision processes	6
Inventory rationing on a one-for-one inventory model for two priority customer classes with backorders and lost sales	6
Performance-oriented risk evaluation and maintenance for multi-asset systems: A Bayesian perspective	6
Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling	6
Toolpath planning for multi-gantry additive manufacturing	5
Reconstructing original design: Process planning for reverse engineering	5
Monitoring sparse and attributed networks with online Hurdle models	5
A preventive maintenance policy with usage-dependent failure rate thresholds under two-dimensional warranties	5
Remaining useful life prediction with imprecise observations: An interval particle filtering approach	5
Decomposition-based real-time control of multi-stage transfer lines with residence time constraints	5
Multiple-target robust design with multiple functional outputs	5
Flexibility and real options analysis in power system generation expansion planning under uncertainty	5
Modeling and monitoring of a multivariate spatio-temporal network system	5
Bayesian learning of structures of ordered block graphical models with an application on multistage manufacturing processes	5
A novel transfer learning model for predictive analytics using incomplete multimodality data	5
Chance constrained programs with Gaussian mixture models	5
Design and pricing of usage-driven customized two-dimensional extended warranty menus	5
Federated data analytics: A study on linear models	5
COVID-19: Agent-based simulation-optimization to vaccine center location vaccine allocation problem	5
Solving Bayesian risk optimization via nested stochastic gradient estimation	4
STOCHOS: Stochastic opportunistic maintenance scheduling for offshore wind farms	4
SAGE: S tealthy A ttack Ge neration in cyber-physical systems	4
A decision tree-based method for ordinal classification problems	4
Projection pursuit Gaussian process regression	4
Novel double auctions for spatially distributed parking slot assignment with externalities	4

Brick-and-mortar or brick-and-click? The influence of online customer reviews on a retailer’s channel strategy	4
Active learning-assisted semi-supervised learning for fault detection and diagnostics with imbalanced dataset	4
Optimal budget allocation for stochastic simulation with importance sampling: Exploration vs. replication	4
Simulation optimization in healthcare resource planning: A literature review	4
Modelling fortification strategies for network resilience optimization: The case of immunization and mitigation	4
Frontiers of medical decision-making in the modern age of data analytics	4
Developing capabilities for supply chain resilience in a post-COVID world: A machine learning-based thematic analysis	4
Mind the gap between research and practice in operations management	4
A stochastic programming model for jointly optimizing maintenance and spare parts inventory for IoT applications	4
Generating optimal robust continuous piecewise linear regression with outliers through combinatorial Benders decomposition	4
Joint optimization of location, inventory, and condition-based replacement decisions in service parts logistics	4
Constructs in infrastructure resilience framing – from components to community services and the built and human infrastructures on which they rely	4
Optimizing diesel fuel supply chain operations to mitigate power outages for hurricane relief	4
Efficient order consolidation in warehouses: The product-to-order-assignment problem in warehouses with sortation systems	4
An efficient algorithm for the reliability evaluation of multistate flow networks under budget constraints	4
Robust tensor-on-tensor regression for multidimensional data modeling	4
Flexible assembly layouts in smart manufacturing: An impact assessment for the automotive industry	4
An impulse response formulation for small-sample learning and control of additive manufacturing quality	3
Do the mobility patterns for city taxicabs impact road safety?	3
An efficient approximation to the pull policy for hybrid manufacturing and remanufacturing systems with setup costs	3
A new class of mechanism-equivalence-based Wiener process models for reliability analysis	3
Recoverability effects on reliability assessment for accelerated degradation testing	3
Cutting planes for security-constrained unit commitment with regulation reserve	3
A risk-aware maintenance model based on a constrained Markov decision process	3
SPAC: Sparse sensor placement-based adaptive control for high precision fuselage assembly	3
Improving access to housing and supportive services for runaway and homeless youth: Reducing vulnerability to human trafficking in New York City	3
Asymmetric stochastic shortest-path interdiction under conditional value-at-risk	3
Multiple event identification and characterization by retrospective analysis of structured data streams	3
Dense and fast: Achieving shortest unimpeded retrieval with a minimum number of empty cells in puzzle-based storage systems	3
Policy manifold generation for multi-task multi-objective optimization of energy flexible machining systems	3
Decision diagram-based integer programming for the paired job scheduling problem	3
Multi-task Gaussian process upper confidence bound for hyperparameter tuning and its application for simulation studies of additive manufacturing	3
A convergent algorithm for ranking and selection with censored observations	3
Reducing risks in spare parts service contracts with a long downtime constraint	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 distributionally robust optimization approach for coordinating clinical and surgical appointments	3
Ordering COVID-19 vaccines for social welfare with information updating: Optimal dynamic order policies and vaccine selection in the digital age	3
Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing	3
Distribution inference from early-stage stationary data streams by transfer learning	3
Allocation of operational decisions in retail supply chains	3
Unifying offline and online simulation for online decision-making	3
Adaptive fully sequential selection procedures with linear and nonlinear control variates	3
Superposed Poisson process models with a modified bathtub intensity function for repairable systems	3
Farm management optimization under uncertainty with impacts on water quality and economic risk	3
Metaheuristics for the stochastic post-disaster debris clearance problem	3
A cost–based analysis for risk–averse explore–then–commit finite–time bandits	3