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 85 of 99
2000
Semantics of Input-Consuming Logic Programs
J Lloyd, A Bossi, S Etalle, V Dahl, U Furbach, S Rossi, M Kerber, KK Lau, ...
Computational Logic (CL), 2000
Research
1999
Constraint cascading style sheets for the web
GJ Badros, A Borning, K Marriott, P Stuckey
Proceedings of the 12th annual ACM symposium on User interface software and …, 1999
Machine Learning121 citationsAn overview of HAL
B Demoen, MG de la Banda, W Harvey, K Marriott, P Stuckey
Principles and Practice of Constraint Programming: Proceedings 1520, 174, 1999
Research88 citationsSharing and groundness dependencies in logic programs
M Codish, H Søndergaard, PJ Stuckey
ACM Transactions on Programming Languages and Systems (TOPLAS) 21 (5), 948-976, 1999
Research57 citationsType constraint solving for parametric and ad-hoc polymorphism
B Demoen, M García de la Banda, P Stuckey, J Edwards
Computer Science'99, The Proceedings of the 22nd Australian Computer Science …, 1999
Machine Learning41 citationsDevelopment of a Bayesian network for the prognosis of head injuries using graphical model selection techniques
GC Sakellaropoulos, GC Nikiforidis
Methods of Information in Medicine 38 (01), 37-42, 1999
Bayesian Methods39 citationsHerbrand Constraint Solving in HAL.
B Demoen, MJG de la Banda, W Harvey, K Marriott, PJ Stuckey
ICLP, 260-274, 1999
Machine Learning33 citationsImproving evolutionary algorithms for efficient constraint satisfaction
P Stuckey, V Tam
International Journal on Artificial Intelligence Tools 8 (04), 363-383, 1999
Machine Learning22 citationsTowards automated synthesis of data mining programs
W Buntine, B Fischer, T Pressburger
Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999
Research16 citationsTransformation systems at nasa ames
W Buntine, B Fischer, K Havelund, M Lowry, T Pressburger, S Roach, ...
Software Transfer Systems 1999, 1999
Research10 citationsFlexible font-size specification in Web documents
KHR Lin, K Marriott, PJ Stuckey
Australasian Computer Science Conference 1999, 15-26, 1999
Research4 citationsAutonomous science decisions for Mars sample return
TL Roush, V Gulick, R Morris, P Gazis, G Benedix, C Glymour, J Ramsey, ...
Research4 citations
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