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 77 of 99
2004
Set domain propagation using ROBDDs
V Lagoon, PJ Stuckey
International Conference on Principles and Practice of Constraint …, 2004
Machine Learning36 citationsExploring independent trends in a topic-based search engine
J Perkio, W Buntine, S Perttu
IEEE/WIC/ACM International Conference on Web Intelligence (WI'04), 664-668, 2004
Optimization33 citationsA generic framework for context-sensitive analysis of modular programs
G Puebla, J Correas, MV Hermenegildo, F Bueno, MG de la Banda, ...
Program Development in Computational Logic: A Decade of Research Advances in …, 2004
Research26 citationsProgressive multiple alignment using sequence triplet optimizations and three-residue exchange costs
AS Konagurthu, J Whisstock, PJ Stuckey
Journal of Bioinformatics and Computational Biology 2 (04), 719-745, 2004
Optimization22 citationsUsing discrete PCA on web pages
W Buntine, S Perttu, V Tuulos
Workshop on Statistical Approaches to Web Mining, SAWM 4, 2004
Research21 citationsJust enough tabling
K Sagonas, PJ Stuckey
Proceedings of the 6th ACM SIGPLAN international conference on Principles …, 2004
Research15 citationsParliamentary group and individual voting behavior in Finnish Parliament in year 2003: A group cohesion and voting similarity analysis
A Pajala, A Jakulin, W Buntine
cited on, 82, 2004
Research14 citationsCompiling ask constraints
GJ Duck, MG de la Banda, PJ Stuckey
International Conference on Logic Programming, 105-119, 2004
Machine Learning13 citationsSet bounds and (split) set domain propagation using ROBDDs
P Hawkins, V Lagoon, PJ Stuckey
Australasian Joint Conference on Artificial Intelligence, 706-717, 2004
Machine Learning12 citationsThe chameleon system
PJ Stuckey, M Sulzmann, J Wazny
First workshop on constraint handling rules: selected contributions, 13-32, 2004
Research10 citations- Optimization8 citations
Towards flexible graphical communication using adaptive diagrams
K Marriott, B Meyer, PJ Stuckey
Annual Asian Computing Science Conference, 380-394, 2004
Research4 citations
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