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 89 of 99
1997
A Generic Object-Oriented Incremental Analyser for Constraint Logic Programs
AD Kelly, K Marriott, H Søndergaard, PJ Stuckey
AUSTRALIAN COMPUTER SCIENCE COMMUNICATIONS 19, 92-101, 1997
Machine Learning11 citations- Machine Learning7 citations
Adaptive methods for netlist partitioning
L Su
1997 Proceedings of IEEE International Conference on Computer Aided Design …, 1997
Research7 citationsFinding Facets of General Integer Knapsacks
B Davey, N Boland, P Stuckey
Technical report, University of Melbourne, Mel bourne, Australia, 1997
Research1 citationsAn efficient evaluation technique for non-stratified programs by transformation to explicitly locally stratified programs
DB Kemp, K Ramamohanarao, PJ Stuckey
Journal of Systems Integration 7 (3), 191-230, 1997
Research1 citations- Bayesian Methods1 citations
Learning as applied to simulated annealing
L Su, W Buntine, R Newton
Master’s thesis, University of California, Berkeley, CA, 1997
Research1 citationsOptimization of logic programs with dynamic scheduling
AG Puebla Sánchez, M García de la Banda, K Marriott, PJ Stuckey
MIT Press, 1997
OptimizationMethodologies and Tools for Complex Software Systems in Electronic Design
W Buntine, A Mayer, L Su
Research
1996
Cost-based optimization for magic: Algebra and implementation
P Seshadri, JM Hellerstein, H Pirahesh, TYC Leung, R Ramakrishnan, ...
Proceedings of the 1996 ACM SIGMOD international conference on Management of …, 1996
Optimization147 citationsGraphical Models for Discivering Knowledge.
WL Buntine
Advances in knowledge discovery and data mining, 59-82, 1996
Bayesian Methods135 citations- Research36 citations
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