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 68 of 99
2008
- Research7 citations
- Machine Learning6 citations
Smooth linear approximation of non-overlap constraints
G Gange, K Marriott, PJ Stuckey
International Conference on Theory and Application of Diagrams, 45-59, 2008
Machine Learning5 citationsDynamic analysis of bounds versus domain propagation
C Schulte, PJ Stuckey
International Conference on Logic Programming, 332-346, 2008
Machine Learning3 citationsDynamic variable elimination during propagation solving
C Schulte, PJ Stuckey
Proceedings of the 10th international ACM SIGPLAN conference on Principles …, 2008
Research3 citations- Research3 citations
Principles and Practice of Constraint Programming-14th International Conference, CP 2008. Sydney, Australia, September 2008. Proceedings
PJ Stuckey
Lecture Notes in Computer Science 5202, 2008
Machine Learning2 citationsEntwicklung und Evaluation einer Kalibrierungsmethode für 3D-Ultraschall
C Bergmeir, M Seitel, C Frank, R De Simone, HP Meinzer, I Wolf
ResearchBayesian Analysis of the Poisson-Dirichlet Process
W Buntine, M Hutter
Bayesian MethodsNatural Language Retrieval of Grocery Products Proceedings
P Nurmi, E Lagerspetz, W Buntine, P Floreen, J Kukkonen, P Peltonen
Research
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