Informs Journal on Computing

Article	Citations
Appreciation to Reviewers, 2023	59
A Bilevel Network Interdiction Problem to Minimize the Number of Active Special Arcs in the Maximum Flow	59
Special Issue of INFORMS Journal on Computing—Scalable Reinforcement Learning Algorithms	56
Code and Data Repository for Aircraft Conflict Resolution: A Benchmark Generator	53
Code and Data Repository for Responsible AI-Enabled Infodemic Management: A Hypergraph-based Infodemic Topic Prediction Framework	52
Demands Satiated or Not? A Psychology-Informed Deep Probabilistic Approach to Offline Store Recommendations	52
An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs	50
Code and Data Repository for Bayesian Network Models for PTSD Screening in Veterans	44
Code and Data Repository for A New Multicommodity Network Flow Model and Branch and Cut for Optimal Quantum Boolean Circuit Synthesis	44
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	36
Code and Data Repository for On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis	36
Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time Series	35
The Descent–Ascent Algorithm for DC Programming	34
Estimating the Size of Branch-and-Bound Trees	34
Finite Difference Gradient Approximation: To Randomize or Not?	31
Domain-Independent Dynamic Programming and Constraint Programming Approaches for Assembly Line Balancing Problems with Setups	31
Code and Data Repository for Computational Framework for Target Tracking Information Fusion Problems	30
Unsupervised Learning for Human Mobility Behaviors	30
Code and Data Repository for SSS Algorithms for Max-Cut	30
Code and Data Repository for A Peaceman-Rachford Splitting Method for the Protein Side-Chain Positioning Problem	29
Code and Data Repository for Average Case Subquadratic Exact and Heuristic Procedures for the Traveling Salesman 2-OPT Neighborhood	29
Adaptive Influence Maximization: Adaptability via Nonadaptability	27
Iterative Deepening Dynamically Improved Bounds Bidirectional Search	26
Code and Data Repository for Branch-and-Cut Algorithms for Colorful Components Problems	26
Integrating Users’ Contextual Engagements with Their General Preferences: An Interpretable Followee Recommendation Method	26

A Penalized Sequential Convex Programming Approach for Continuous Network Design Problems	26
Code and Data Repository for Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	25
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process–Based Latent Factor Model	25
Detecting Product Adoption Intentions via Multiview Deep Learning	25
Code and Data Repository for Layout Optimization for a Large-Scale Grid-Connected Solar Power Plant	24
Code and Data Repository for An Improved Combinatorial Benders Decomposition Algorithm for the Human-Robot Collaborative Assembly Line Balancing Problem	23
Pseudo-Polynomial Formulations for the Bin Packing Problem with Minimum Color Fragmentation	23
Code and Data Repository for Influence Minimization via Blocking Strategies	23
Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item Relationships	23
Rescheduling with New Orders Under Bounded Disruption	22
Solving Natural Conic Formulations with Hypatia.jl	22
An Analytic Center Cutting Plane Method to Determine Complete Positivity of a Matrix	21
Quantifying the Academic Quality of Children’s Videos Using Machine Comprehension	20
A Bayesian Semisupervised Approach to Keyword Extraction with Only Positive and Unlabeled Data	19
Note from the Editor	19
Symmetric Separable Convex Resource Allocation Problems with Structured Disjoint Interval Bound Constraints	18
A Bilevel Optimization Approach for a Class of Combinatorial Problems with Disruptions and Probing	18
Code and Data Repository for A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	18
Exact Methods and a Two-Stage Iterative Heuristic for the Carrier-Vehicle Traveling Salesman Problem	18
Integrated Stochastic Optimal Self-Scheduling for Two-Settlement Electricity Markets	17
Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	17
Optimization Strategies for Resource-Constrained Project Scheduling Problems in Underground Mining	17
Code and Data Repository for Ensemble Variance Reduction Methods for Stochastic Mixed-Integer Programming and their Application to the Stochastic Facility Location Problem	17
Editorial Board	17
Code and Data Repository for Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms	16
Gamifying the Vehicle Routing Problem with Stochastic Requests	16
Editorial Board	16
RoutingBlocks: An Open-Source Python Package for Vehicle Routing Problems with Intermediate Stops	16
ExpertRNA: A New Framework for RNA Secondary Structure Prediction	16
Perturbation-Based Thresholding Search for Packing Equal Circles and Spheres	16
Code and Data Repository for Confidence-Aware Multimodal Learning for Trustworthy Fake News Detection	15
Globalized Distributionally Robust Counterpart	15
Code and Data Repository for InfrastructureModels: Composable Multi-infrastructure Optimization in Julia	15
On Solving MAX-SAT Using Sum of Squares	14
Code and Data Repository for Black-Box Attack-Based Security Evaluation Framework for Credit Card Fraud Detection Models	14
Models for Test Cost Minimization in Database Migration	14
Real-Time Derivative Pricing and Hedging with Consistent Metamodels	14
Note from the Editor	14
Alternating Minimization for Square Root Principal Component Pursuit	13
Code and Data Repository for Decision Making Under Cumulative Prospect Theory: An Alternating Direction Method of Multipliers	13
Code and Data Repository for Computing Optimal Strategies for a Search Game in Discrete Locations	13
Code and Data Repository for An Optimization-Based Scheduling Methodology for Appointment Systems with Heterogeneous Customers and Nonstationary Arrival Processes	13
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects	13
An Integrated Predictive Maintenance and Operations Scheduling Framework for Power Systems Under Failure Uncertainty	13
Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization	13
Network Migration Problem: A Hybrid Logic-Based Benders Decomposition Approach	13
Editorial Board	13
A Sequential Follower Refinement Algorithm for Robust Surgery Scheduling	13
Convex and Nonconvex Risk-Based Linear Regression at Scale	13
Code and Data Repository for Production Planning Under Demand and Endogenous Supply Uncertainty	12

Code and Data Repository for A Multiobjective Approach for Sector Duration Optimization in Stereotactic Radiosurgery Treatment Planning	12
A General Framework for Approximating Min Sum Ordering Problems	12
Monte Carlo Methods for Economic Capital	12
Cross-Entropy Method for the Maximal Covering Location Problem	12
Code and Data Repository for A Quantum-Inspired Bilevel Optimization Algorithm for the First Responder Network Design Problem	12
Combination Chemotherapy Optimization with Discrete Dosing	12
Adjustable Robust Optimization with Discrete Uncertainty	12
Cutting Planes from the Branch-and-Bound Tree: Challenges and Opportunities	11
An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization	11
Target-Oriented Distributionally Robust Optimization and Its Applications to Surgery Allocation	11
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning	11
A Stochastic Benders Decomposition Scheme for Large-Scale Stochastic Network Design	11
Code and Data Repository for DiversiTree: A New Method to Efficiently Compute Diverse Sets of Near-Optimal Solutions to Mixed-Integer Optimization Problems	11
On a Reduction for a Class of Resource Allocation Problems	11
Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods	10
Code and Data Repository for Revisiting Semidefinite Programming Approaches to Options Pricing: Complexity and Computational Perspectives	10
Decomposition Strategies for Vehicle Routing Heuristics	10
Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances	10
Interpretable Matrix Completion: A Discrete Optimization Approach	10
Code and Data Repository for Platoon Optimization Based on Truck Pairs	10
ROC++: Robust Optimization in C++	10
Code and Data Repository for Now You See it, Now You Don’t: Obfuscation of Online Third-Party Information Sharing	10
Exact and Approximation Algorithms for Sparse Principal Component Analysis	10
Adaptive Bundle Methods for Nonlinear Robust Optimization	10
Code and Data Repository for Alternating minimization for square root principal component pursuit	10
Dynamic Programming for Response-Adaptive Dose-Finding Clinical Trials	10
A Set-Covering Approach to Customized Coverage Instrumentation	10
Note from the Editor	10
Finding Regions of Counterfactual Explanations via Robust Optimization	10
Rapid Influence Maximization on Social Networks: The Positive Influence Dominating Set Problem	10
Outlier Detection in Regression: Conic Quadratic Formulations	10
Note from the Editor	10
SSS Algorithms for Max-Cut	10
Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method	9
Code and Data Repository for Regularized MIP Model for Integrating Energy Storage Systems and its Application for Solving a Trilevel Interdiction Problem	9
Spatiotemporal Data Set for Out-of-Hospital Cardiac Arrests	9
Fraud Detection by Integrating Multisource Heterogeneous Presence-Only Data	9
BilevelJuMP.jl: Modeling and Solving Bilevel Optimization Problems in Julia	9
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions	9
The Continuous Time-Resource Trade-off Scheduling Problem with Time Windows	9
Code and Data Repository for Convergence Rates of Zeroth Order Gradient Descent for Łojasiewicz Functions	9
FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank–Wolfe Algorithms and Conditional Gradients	9
Online Integrated Production and Distribution Scheduling: Review and Extensions	9
A Nonconvex Regularization Scheme for the Stochastic Dual Dynamic Programming Algorithm	9
Code and Data Repository for Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization	9
Aircraft Conflict Resolution: A Benchmark Generator	9
A Column Generation Algorithm with Dynamic Constraint Aggregation for Minimum Sum-of-Squares Clustering	9
Social Network Prediction Problems: Using Meta-Paths and Dynamic Heterogeneous Graph Representation for Label Propagation	9
Augmenting Markov Cohort Analysis to Compute (Co)Variances: Implications for Strength of Cost-Effectiveness	8
Stochastic Optimization Model with Exogenous and Decision-Dependent Uncertainty for Medical Evacuation	8
Approximate Kernel Learning Uncertainty Set for Robust Combinatorial Optimization	8
Code and Data Repository for A Heuristic for Complementarity Problems Using Difference of Convex Functions	8
Supervised ML for Solving the GI/GI/1 Queue	8
Assessing Multimodality Breast Cancer Screening Strategies for BRCA1/2 Gene Mutation Carriers and Other High-Risk Populations	8
Code and Data Repository for Appointment Scheduling with Delay-Tolerance Heterogeneity	8
Causally Aware Spatiotemporal Multigraph Convolutional Network for Accurate and Reliable Traffic Prediction	8
Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach	8
Dynamic Sampling Allocation Under Finite Simulation Budget for Feasibility Determination	8
Stochastic Planning and Scheduling with Logic-Based Benders Decomposition	8
AILS-II: An Adaptive Iterated Local Search Heuristic for the Large-Scale Capacitated Vehicle Routing Problem	8
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information	8
A Proximal Difference-of-Convex Algorithm for Sample Average Approximation of Chance Constrained Programming	8
PaPILO: A Parallel Presolving Library for Integer and Linear Optimization with Multiprecision Support	8
Code and Data Repository for Pseudo-Polynomial Formulations for the Bin Packing Problem with Minimum Color Fragmentation	8
Solving Large-Scale Fixed-Budget Ranking and Selection Problems	8
Code and Data Repository for Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates	8
Code and Data Repository for A Stochastic Benders Decomposition Scheme for Large-Scale Stochastic Network Design	7
An Interior Point–Inspired Algorithm for Linear Programs Arising in Discrete Optimal Transport	7
Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates	7
Improving Reliability Estimation for Individual Numeric Predictions: A Machine Learning Approach	7
Code and Data Repository for A Branch-Price-and-Cut Algorithm for the Kidney Exchange Problem	7
The Hot Spot Coverage Patrol Problem: Formulations and Solution Approaches	7
Code and Data Repository for An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games	7
Gradient-Based Simulation Optimization Algorithms via Multi-Resolution System Approximations	7
Feature Selection and Grouping Effect Analysis for Credit Evaluation via Regularized Diagonal Distance Metric Learning	7
Cost-Effective Social Media Influencer Marketing	7
An Efficient Global Optimal Method for Cardinality Constrained Portfolio Optimization	7
Code and Data Repository for Exact and Approximate Schemes for Robust Optimization Problems with Decision-Dependent Information Discovery	7
Integrated Multiresource Capacity Planning and Multitype Patient Scheduling	7
A Penalty Branch-and-Bound Method for Mixed Binary Linear Complementarity Problems	7

State-Variable Modeling for a Class of Two-Stage Stochastic Optimization Problems	7
Code and Data Repository for PIE - Partially Interpretable Estimators with Refinement	7
Mitigating Age-Related Bias in Large Language Models: Strategies for Responsible Artificial Intelligence Development	7
Editorial Board	7
Picker Routing in AGV-Assisted Order Picking Systems	7
Appreciation to Reviewers	7
Alfonso: Matlab Package for Nonsymmetric Conic Optimization	7
Parameterized Algorithms for Power-Efficiently Connecting Wireless Sensor Networks: Theory and Experiments	7
The Balanced Facility Location Problem: Complexity and Heuristics	7
Integer Programming, Constraint Programming, and Hybrid Decomposition Approaches to Discretizable Distance Geometry Problems	7
Code and Data Repository for Sempervirens: A Fast Reconstruction Algorithm for Noisy and Incomplete Binary Matrix Representations of Trees	7
Asymptotically Tight MILP Approximations for a Nonconvex QCP	7
Code and Data Repository for Scalable Parallel Nonlinear Optimization with PyNumero and Parapint	7
Heterogeneous Multi-resource Planning and Allocation Under Stochastic Demand	6
Convex Maximization via Adjustable Robust Optimization	6
Code and Data Repository for Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks	6
Constructing Optimal Piecewise Quadratic Approximations for Enhancing Deterministic Global Optimization	6
Incorporating Promotional Effects in Sales Planning of the Retail Industry Using Geometric Programming	6
Online TSP and Online Dial-a-Ride with Predictions	6
Large-Scale Inventory Optimization: A Recurrent Neural Networks–Inspired Simulation Approach	6
Pairwise Stability in Weighted Network Formation Games: Selection and Computation	6
Code and Data Repository for Ranking Model Averaging: Ranking Based on Model Averaging	6
Code and Data Repository for The Descent–Ascent Algorithm for DC Programming	6
A Branch-and-Cut Algorithm for Submodular Interdiction Games	6
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization	6
Code and Data Repository for Stability Representations of Many-to-One Matching Problems: An Integer Optimization Approach	6
Microgrid Planner: An Open-Source Software Platform	6
Code and Data Repository Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method	6
Code and Data Repository for A Novel Noise-Aware Classical Optimizer for Variational Quantum Algorithms	5
A Stochastic Approximation Method for Simulation-Based Quantile Optimization	5
Decremental State-Space Relaxations for the Basic Traveling Salesman Problem with a Drone	5
Code and Data Repository for TGVx: Dynamic Personalized POI Deep Recommendation Model	5
Monte Carlo and Quasi–Monte Carlo Density Estimation via Conditioning	5
Code and Data Repository for Efficient Project Scheduling with Automous Learning Opportunities	5
Code and Data Repository for A Software Package and Data Set for the Personal Protective Equipment Matching Problem During Covid-19	5
Code and Data Repository for Mathematical models and exact algorithms for kidney exchange problems with immunosuppressants	5
Code and Data Repository for Iterated Inside Out: a new exact algorithm for the transportation problem	5
Uncovering Characteristic Response Paths of a Population	5
A Nested Cross Decomposition Algorithm for Power System Capacity Expansion with Multiscale Uncertainties	5
Code and Data Repository for Binary Quantum Control Optimization with Uncertain Hamiltonians	5
Recursive McCormick Linearization of Multilinear Programs	5
Code and Data Repository for Eliminating Social Popularity Bias in Recommendation: Causal Inference-Based Social Graph Neural Networks	5
Logic-Based Benders Decomposition for Integrated Process Configuration and Production Planning Problems	5
Appointment Scheduling with Delay Tolerance Heterogeneity	5
Computing Optimality Certificates for Convex Mixed-Integer Nonlinear Problems	5
Automation of Strategic Data Prioritization in System Model Calibration: Sensor Placement	5
Code and Data Repository for SimOpt: A Testbed for Simulation-Optimization Experiments	5
A General Model and Efficient Algorithms for Reliable Facility Location Problem Under Uncertain Disruptions	5
A Decomposition Algorithm for Single and Multiobjective Integrated Market Selection and Production Planning	5
Code and Data Repository for Data-driven capacity management of ride-hailing service with prescriptive analytics and deep learning	5
Code and Data Repository for On the Value of Risk-Averse Multistage Stochastic Programming in Capacity Planning	5
Editorial Board	5
A Prescriptive Machine Learning Approach to Mixed-Integer Convex Optimization	5
A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems	5
Learning Equilibria in Asymmetric Auction Games	5
Code and Data Repository for Asymptotically Tight MILP Approximations for a Non-convex QCP	5
Decoupling Geometry from Optimization in 2D Irregular Cutting and Packing Problems: An Open-Source Collision Detection Engine	5
Routing Replenishment Workers: The Prize Collecting Traveling Salesman Problem in Scattered Storage Warehouses	5
bsnsing: A Decision Tree Induction Method Based on Recursive Optimal Boolean Rule Composition	5
Self-Learning Threshold-Based Load Balancing	5
Extending the Scope of Robust Quadratic Optimization	5