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 62 of 99
2010
MUSTANG-MR structural sieving server: applications in protein structural analysis and crystallography
AS Konagurthu, CF Reboul, JW Schmidberger, JA Irving, AM Lesk, ...
PLoS One 5 (4), e10048, 2010
Research54 citationsCache conscious data structures for boolean satisfiability solvers
G Chu, A Harwood, PJ Stuckey
Journal on Satisfiability, Boolean Modelling and Computation 6 (1-3), 99-120, 2010
Research44 citationsBeyond 2D-grids: a dependence maximization view on image browsing
N Quadrianto, K Kersting, T Tuytelaars, WL Buntine
Proceedings of the international conference on multimedia information …, 2010
Research34 citationsOptimal k-Level Planarization and Crossing Minimization
G Gange, PJ Stuckey, K Marriott
International Symposium on Graph Drawing, 238-249, 2010
Research33 citationsIncremental satisfiability and implication for UTVPI constraints
A Schutt, PJ Stuckey
INFORMS Journal on Computing 22 (4), 514-527, 2010
Machine Learning29 citationsSegmentation of cervical cell images using mean-shift filtering and morphological operators
C Bergmeir, MG Silvente, JE López-Cuervo, JM Benítez
Medical Imaging 2010: Image Processing 7623, 1337-1345, 2010
Research25 citationsSymmetries and lazy clause generation
G Chu, MG de la Banda, C Mears, PJ Stuckey
Proceedings of the 16th international conference on principles and practice …, 2010
Research24 citationsAutomatically exploiting subproblem equivalence in constraint programming
G Chu, MG De La Banda, PJ Stuckey
International Conference on Integration of Artificial Intelligence (AI) and …, 2010
Machine Learning23 citationsRapid learning for binary programs
T Berthold, T Feydy, PJ Stuckey
International Conference on Integration of Artificial Intelligence (AI) and …, 2010
Research22 citationsMIRAGAA—a methodology for finding coordinated effects of microRNA expression changes and genome aberrations in cancer
RK Gaire, J Bailey, J Bearfoot, IG Campbell, PJ Stuckey, I Haviv
Research19 citations- Research15 citations
Solving the resource constrained project scheduling problem with generalized precedences by lazy clause generation
A Schutt, T Feydy, PJ Stuckey, MG Wallace
arXiv preprint arXiv:1009.0347, 2010
Machine Learning10 citations
Learn the science behind the engine
“Forecasting for Data Scientists”, a free 30-chapter video course by co-founder Dr Christoph Bergmeir, from fundamentals to advanced deep learning.