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 51 of 99
2014
A satisfiability solving approach
A Schutt, T Feydy, PJ Stuckey, MG Wallace
Handbook on project management and scheduling vol. 1, 135-160, 2014
Research12 citationsNested constraint programs
G Chu, PJ Stuckey
International Conference on Principles and Practice of Constraint …, 2014
Machine Learning11 citationsAnalyzing array manipulating programs by program transformation
JRM Cornish, G Gange, JA Navas, P Schachte, H Søndergaard, ...
International Symposium on Logic-Based Program Synthesis and Transformation …, 2014
Research7 citationsForecast
RJ Hyndman, G Athanasopoulos, S Razbash, D Schmidt, Z Zhou, Y Khan, ...
Forecasting functions for time series and linear models. R package version 2, 2014
Forecasting6 citationsFragment-based planning using column generation
T Davies, A Pearce, P Stuckey, H Søndergaard
Proceedings of the International Conference on Automated Planning and …, 2014
Optimization6 citationsforecast: Forecasting functions for time series and linear models
S Razbash, D Schmidt, Z Zhou, Y Khan, C Bergmeir, E Wang
R package version5 6, 2014
Forecasting5 citationsSeeing around corners: Fast orthogonal connector routing
K Marriott, PJ Stuckey, M Wybrow
International Conference on Theory and Application of Diagrams, 31-37, 2014
Research5 citationsA Novel Priority Rule Heuristic: Learning from Justification
F de Nijs, T Klos
Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014
Research4 citationsLoop untangling
K Francis, PJ Stuckey
International Conference on Principles and Practice of Constraint …, 2014
Research4 citationsA partial-order approach to array content analysis
G Gange, JA Navas, P Schachte, H Sondergaard, PJ Stuckey
arXiv preprint arXiv:1408.1754, 2014
Research4 citationsHow precise are reported protein coordinate data?
AS Konagurthu, L Allison, D Abramson, PJ Stuckey, AM Lesk
Biological Crystallography 70 (3), 904-906, 2014
Research4 citationsExploring temporal patterns in emergency department triage notes with topic models
S Kocbek, K Verspoor, W Buntine
Proceedings of the Australasian Language Technology Association Workshop …, 2014
Research2 citations
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