OOIR: Observatory of International Research

Papers

(The median citation count of Informs Journal on Applied Analytics is 1. 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
Ride-Hailing Order Dispatching at DiDi via Reinforcement Learning	70
JD.com: Operations Research Algorithms Drive Intelligent Warehouse Robots to Work	28
A Machine Learning-Based System for Predicting Service-Level Failures in Supply Chains	14
A Scalable Forecasting Framework to Predict COVID-19 Hospital Bed Occupancy	10
A Multiobjective Optimization for Clearance in Walmart Brick-and-Mortar Stores	10
Alibaba Vehicle Routing Algorithms Enable Rapid Pick and Delivery	10
Lessons from Modeling and Running the World’s Largest Drive-Through Mass Vaccination Clinic	10
Operations Research in Underground Mine Planning: A Review	10
Improving Intermodal Train Operations in Indian Railways	9
UN World Food Programme: Toward Zero Hunger with Analytics	8
Pricing Analytics for Rotable Spare Parts	8
A Digital Twin for Decision Making on Livestock Feeding	8
Network Mode Optimization for the DHL Supply Chain	8
Driver Positioning and Incentive Budgeting with an Escrow Mechanism for Ride-Sharing Platforms	8
Delivering Business Analytics Competencies and Skills: A Supply Side Assessment	7
Automated and Clinically Optimal Treatment Planning for Cancer Radiotherapy	7
Scheduling Multiple Sports Leagues with Travel Distance Fairness: An Application to Argentinean Youth Football	7
Barrick’s Turquoise Ridge Gold Mine Optimizes Underground Production Scheduling Operations	7
Scheduling the Main Professional Football League of Argentina	7
Clemson University’s Rotational Attendance Plan During COVID-19	6
Solving the Ride-Sharing Productivity Paradox: Priority Dispatch and Optimal Priority Sets	6
Algorithm for Robotic Picking in Amazon Fulfillment Centers Enables Humans and Robots to Work Together Effectively	6
Toward Global Food Security: Transforming OCP Through Analytics	6
Analytics Saves Lives During the COVID-19 Crisis in Chile	6
Editorial: A Retrospective from the Editors-in-Chief on the History of Interfaces/INFORMS Journal on Applied Analytics	5

North Carolina Water Utility Builds Resilience with Distributed Energy Resources	5
London Heathrow Airport Uses Real-Time Analytics for Improving Operations	5
Interpretable Operations Research for High-Stakes Decisions: Designing the Greek COVID-19 Testing System	5
Alibaba Realizes Millions in Cost Savings Through Integrated Demand Forecasting, Inventory Management, Price Optimization, and Product Recommendations	5
Developing Optimal Student Plans of Study	4
Lenovo Schedules Laptop Manufacturing Using Deep Reinforcement Learning	4
Shield-Net: Matching Supply with Demand for Face Shields During the COVID-19 Pandemic	4
Intel Realizes $25 Billion by Applying Advanced Analytics from Product Architecture Design Through Supply Chain Planning	4
An Air Force Pilot Training Recommendation System Using Advanced Analytical Methods	4
The Impact of Age Demographics on Interpreting and Applying Population-Wide Infection Fatality Rates for COVID-19	4
Seasonal Inventory Management Model for Raw Materials in Steel Industry	4
IJAA: Past, Present, and Future	4
Filling a Theater During the COVID-19 Pandemic	4
Using Machine Learning to Improve Public Reporting on U.S. Government Contracts	3
On the Test Accuracy and Effective Control of the COVID-19 Pandemic: A Case Study in Singapore	3
Contextual Complications in Analytical Modeling: When the Problem is Not the Problem	3
Galactic Air Improves Ancillary Revenues with Dynamic Personalized Pricing	3
Pricing Anomalies and Arbitrage in Container Transport in India	3
Operations Research Helps the Optimal Bidding of Virtual Power Plants	3
Dynamic Inventory Allocation for Seasonal Merchandise at Dillard’s	3
Carnival Optimizes Revenue and Inventory Across Heterogenous Cruise Line Brands	3
The Scheduling of Medical Students at Ghent University	3
Empowering Denver Public Schools to Optimize School Bus Operations	3
JD.com Improves Delivery Networks by a Multiperiod Facility Location Model	3
A Decision Support System for Brewery Production Planning at Feldschlösschen	3
Structured Decision Making to Prioritize Regional Bird Monitoring Needs	3
Uncertainty Quantification in Vehicle Content Optimization for General Motors	2
Planning Courses for Student Success at the American College of Greece	2
AI vs. Human Buyers: A Study of Alibaba’s Inventory Replenishment System	2
Deutsche Bahn Schedules Train Rotations Using Hypergraph Optimization	2
Practice Summary: A Multiobjective Assignment Model for Optimal Socially Distanced Classrooms for the Spears School of Business at Oklahoma State University	2
Theory-Driven Practical Approach to Integrate R&D and Production Planning for Portfolio Management in Agribusiness	2
Portfolio-Wide Optimization of Pharmaceutical R&D Activities Using Mathematical Programming	2
Editorial: Interfaces/INFORMS Journal on Applied Analytics Hall of Fame Contributors	2
Practice Summary: Le Macaron Implements Ordering Optimization	2
Public Policy and Broader Applications for the Use of Text Analytics During Pandemics	2
Introduction to the Special Issue of INFORMS Journal on Applied Analytics: Interfaces/IJAA 50th Anniversary Special Issue	2
Predictive Analytics Improves Sales Forecasts for a Pop-up Retailer	2
Auditing Public Debt Using Risk Management	2
Anatomy of the Edelman: Measuring the World’s Best Analytics Projects	2
Merck Animal Health Uses Operations Research Methods to Transform Biomanufacturing Productivity for Lifesaving Medicines	2
Daily Tutor Scheduling Support at Hopeful Journeys Educational Center	2
Increasing Chip Availability Through a New After-Sales Service Supply Concept at ASML	2
A Boost for Urban Sustainability: Optimizing Electric Transit Bus Networks in Rotterdam	2
The University of Michigan Implements a Hub-and-Spoke Design to Accommodate Social Distancing in the Campus Bus System Under COVID-19 Restrictions	2
C.H. Robinson Uses Heuristics to Solve Rich Vehicle Routing Problems	2
Scheduling the Valley Baseball League	2
Limousine Service Management: Capacity Planning with Predictive Analytics and Optimization	2
AI-Based Real-Time Site-Wide Optimization for Process Manufacturing	2
Estimating Effectiveness of Identifying Human Trafficking via Data Envelopment Analysis	2

Forming Student Teams to Incorporate Soft Skills and Commonality of Schedule	2
Editorial: The 13th Rothkopf Rankings: All-Time Interfaces/INFORMS Journal on Applied Analytics 50-Year Anniversary Special Edition	2
IBM Predictive Analytics Reduces Server Downtime	2
Collaborating with Local and Federal Law Enforcement for Disrupting Sex Trafficking Networks	1
Data-Driven Optimization for Atlanta Police-Zone Design	1
Container Transportation Scheduling Between Port Yards and the Hinterland in Yunfeng	1
Information Value Analysis for Real-Time Silo Fill-Level Monitoring	1
Analytic Framework to Improve Access for a State Medicaid Agency	1
Introduction: 2021 Daniel H. Wagner Prize for Excellence in the Practice of Advanced Analytics and Operations Research	1
Applying Analytics to Design Lung Transplant Allocation Policy	1
Practice Summary: Solving the External Candidates Exam Schedule in Norway	1
Amazon Locker Capacity Management	1
Practice Summary: Multilaser Load Balancing in Additive Manufacturing	1
INFORMS Journal on Applied Analytics Editor’s Statement: The Critical Role of Applied Research in Analytics	1
Predicting and Explaining Pig Iron Production on Charcoal Blast Furnaces: A Machine Learning Approach	1
Stop Auditing and Start to CARE: Paradigm Shift in Assessing and Improving Supplier Sustainability	1
Optimal Scheduling of Waitstaff with Different Experience Levels at a Restaurant Chain	1
Practice Summary: Cainiao Optimizes the Fulfillment Routes of Parcels	1
An Optimization Case Study in Analyzing Missouri Redistricting	1
Operations Research Improves Biomanufacturing Efficiency at MSD Animal Health	1
Bombardier Aftermarket Demand Forecast with Machine Learning	1
Introduction: Special Issue on Analytics Remedies to COVID-19	1
Total Unduplicated Reach and Frequency Optimization at Procter & Gamble	1
Adoption of FasTrak on San Francisco Bay Area Bridges: Impact of Operations Research Models in Relieving Congestion	1
Developing a Maximum Inscribed Rectangle Heuristic to Satisfy Rush Orders for Heavy Plate Steel	1
Optimization Helps Scheduling Nursing Staff at the Long-Term Care Homes of the City of Toronto	1
Improving Sports Media’s Crystal Ball for National Basketball Association Playoff Elimination	1