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 61 of 99
2011
Technical Communications of the 27th International Conference on Logic Programming, ICLP 2011
JP Gallagher, M Gelfond
ICLP (Technical Communications), 2011
ResearchTowards resource usage analysis of miniZinc models
F Bueno Carrillo, M García de la Banda, MV Hermenegildo, ...
Instituto IMDEA Software, 2011
ResearchDiscovery in Text: Visualisation, Topics and Statistics
W Buntine
Proceedings of the Australasian Language Technology Association Workshop …, 2011
Research
2010
Unsupervised object discovery: A comparison
T Tuytelaars, CH Lampert, MB Blaschko, W Buntine
International journal of computer vision 88 (2), 284-302, 2010
Research258 citationsWord features for latent dirichlet allocation
J Petterson, W Buntine, S Narayanamurthy, T Caetano, A Smola
Advances in Neural Information Processing Systems 23, 2010
Research143 citationsA segmented topic model based on the two-parameter Poisson-Dirichlet process
L Du, W Buntine, H Jin
Machine learning 81 (1), 5-19, 2010
Research109 citationsLazy clause generation: Combining the power of SAT and CP (and MIP?) solving
PJ Stuckey
International Conference on Integration of Artificial Intelligence (AI) and …, 2010
Research89 citationsPhilosophy of the MiniZinc challenge
PJ Stuckey, R Becket, J Fischer
Constraints 15 (3), 307-316, 2010
Research83 citationsA Bayesian view of the Poisson-Dirichlet process
W Buntine, M Hutter
arXiv preprint arXiv:1007.0296, 2010
Bayesian Methods83 citationsLock-free parallel dynamic programming
A Stivala, PJ Stuckey, MG de la Banda, M Hermenegildo, A Wirth
Journal of Parallel and Distributed Computing 70 (8), 839-848, 2010
Research77 citationsFast and accurate protein substructure searching with simulated annealing and GPUs
AD Stivala, PJ Stuckey, AI Wirth
BMC bioinformatics 11 (1), 446, 2010
Optimization69 citationsSequential latent dirichlet allocation: Discover underlying topic structures within a document
L Du, WL Buntine, H Jin
2010 IEEE International Conference on Data Mining, 148-157, 2010
Research58 citations
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