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 86 of 99
1999
Autonomous science decision making for Mars sample return
TL Roush, V Gulick, R Morris, P Gazis, G Benedix, C Glymour, J Ramsey, ...
Research3 citationsTemporal joins that make use of histogram information
I Sitzmann, P Stuckey
Technical Report TR1999/28, Department of Computer Science and Software …, 1999
Research1 citations
1998
- Machine Learning1,487 citations
The semantics of constraint logic programs
J Jaffar, M Maher, K Marriott, P Stuckey
The Journal of Logic Programming 37 (1-3), 1-46, 1998
Machine Learning295 citations- Machine Learning100 citations
Foundations of aggregation constraints
KA Ross, D Srivastava, PJ Stuckey, S Sudarshan
International Workshop on Principles and Practice of Constraint Programming …, 1994
Machine Learning67 citations- Machine Learning43 citations
Constraint representation for propagation
W Harvey, PJ Stuckey
International Conference on Principles and Practice of Constraint …, 1998
Machine Learning38 citationsAutomated pair-wise comparisons of microbial genomes
AK Bansal, P Bork, PJ Stuckey
Math. Model. Sci. Comput 9, 1-23, 1998
Machine Learning32 citationsA Lagrangian reconstruction of a class of local search methods
KMF Choi, JHM Lee, PJ Stuckey
Tenth IEEE International Conference on Tools with Artificial Intelligence …, 1998
Optimization17 citationsDifferential methods in logic program analysis
MG de la Banda, K Marriott, P Stuckey, H Søndergaard
The Journal of Logic Programming 35 (1), 1-37, 1998
Research16 citations
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