Research & Decision Science
Research built into the product
Forecasting, optimization and applied AI for real decisions under real constraints.
- indexed research outputs
- 1,181indexed research outputs
- combined citations
- 53,485combined citations
- Clarivate Highly Cited Papers in forecasting
- Top 1%Clarivate Highly Cited Papers in forecasting
Scientific foundations
From research result to product behavior
Probabilistic forecasts, coherent hierarchies, constraint-aware recommendations and governed human intervention.
Research → product
| Research area | Enterprise problem | RabbitHawk capability |
|---|---|---|
| Hierarchical forecasting | Local forecasts do not aggregate coherently across the enterprise | Reconciled forecasts across every level |
| Probabilistic forecasting | Point forecasts hide risk | Full predictive distributions, intervals and scenario ranges |
| Optimization | Forecasts do not tell teams what to do | Constraint-aware recommendations |
| Agentic AI | Context is trapped in emails and notes | Adaptive elicitation, semantic routing and governed context workflows |
| Human-in-the-loop AI | Automation without trust creates resistance | Belief review, governed publication and intervention lineage |
| Alignment science | Teams optimize against conflicting goals | Goals & Guardrails within Forecasting & Optimization |
Hierarchical forecasting
Local forecasts do not aggregate coherently across the enterprise
Reconciled forecasts across every level
Probabilistic forecasting
Point forecasts hide risk
Full predictive distributions, intervals and scenario ranges
Optimization
Forecasts do not tell teams what to do
Constraint-aware recommendations
Agentic AI
Context is trapped in emails and notes
Adaptive elicitation, semantic routing and governed context workflows
Human-in-the-loop AI
Automation without trust creates resistance
Belief review, governed publication and intervention lineage
Alignment science
Teams optimize against conflicting goals
Goals & Guardrails within Forecasting & Optimization
Research database
Search the indexed record by title, author, venue, category or year. Records include peer-reviewed work, preprints, books, chapters and other scholarly outputs.
1,181 results · page 83 of 99
2001
A framework for analysis of typed logic programs
V Lagoon, PJ Stuckey
International Symposium on Functional and Logic Programming, 296-310, 2001
Research20 citationsBoolean constraints for binding-time analysis
K Glynn, PJ Stuckey, M Sulzmann, H Søndergaard
Symposium on Program as Data Objects, 39-62, 2001
Machine Learning18 citationsBuilding constraint solvers with HAL
MG de la Banda, D Jeffery, K Marriott, N Nethercote, PJ Stuckey, ...
International Conference on Logic Programming, 90-104, 2001
Machine Learning14 citationsEffective strictness analysis with HORN constraints
K Glynn, PJ Stuckey, M Sulzmann
International Static Analysis Symposium, 73-92, 2001
Machine Learning8 citationsA systematic approach in type system design based on constraint handling rules
PJ Stuckey, M Sulzmann
Third Workshop on Rule-Based Constraint Reasoning and Programming, Cyprus, 2001
Machine Learning7 citationsHigher-precision groundness analysis
M Codish, S Genaim, H Søndergaard, PJ Stuckey
International Conference on Logic Programming, 135-149, 2001
Research7 citationsA general type class framework
K Glynn, PJ Stuckey, M Sulzmann
Technical report, Department of Computer Science, The University of Melbourne, 2001
Research4 citationsUntitled-Preface
N Boland, M Krishnamoorthy, P Stuckey
Annals of Operations Research 108 (1-4), 13-17, 2001
Research1 citations- Research1 citations
Solving Disjunctive Constraints for
K Marriott¹, P Moulder¹, PJ Stuckey, A Borning
Principles and Practice of Constraint Programming: Proceedings 1520, 361, 2001
Machine LearningTrying out alternatives for type class support in a new back end for HAL
B Demoen, M García de la Banda, P Stuckey, E Pontelli
Proceedings of the Colloquium on Implementation of Constraint and Logic …, 2001
ResearchComparative Usability of One-way and Multi-way Constraints for Diagram Editing
M WYBROW, KIM MARRIOTT, L MCIVER, PJ STUCKEY
ACM Journal Name 2 (3), 09, 2001
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