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 97 of 99
1991
Two papers on feed-forward networks
WL Buntine, AS Weigend
Research
1990
- Research384 citations
A constraint logic programming shell
P Lim, PJ Stuckey
International Workshop on Programming Language Implementation and Logic …, 1990
Machine Learning19 citationsMeta programming as constraint programming
P Lim, PJ Stuckey
Proceedings of the 1990 North American conference on Logic programming, 416-430, 1990
Machine Learning18 citationsEliminating negation from normal logic programs
K Kanchanasut, P Stuckey
International Conference on Algebraic and Logic Programming, 217-231, 1990
Research12 citations- Bayesian Methods5 citations
Interface logic programming
JN Crossley, P Lim, P Stuckey
Australian Computer Journal 21 (2), 49-55, 1990
Research3 citationsThe CLP (Si) Language and System
J JA FFAR, S Michaylov, PJ ST UCKEY, R Yap
Research report, IBM, 1990
Research3 citations
1989
Learning classification rules using Bayes
W Buntine
Proceedings of the sixth international workshop on Machine learning, 94-98, 1989
Research74 citationsExpanding query power in constraint logic programming languages
MJ Maher, PJ Stuckey
IBM Thomas J. Watson Research Division, 1989
Machine Learning45 citations- Research41 citations
On meta-programming in CLP (R)
N Heintze, S Michaylov, P Stuckey, R Yap
the 1989 North American Conference on Logic Programming (NACLP’89), 52-66, 1989
Research29 citations
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