Decision Analytics Publications

Publications in Decision Analytics

Explore the most influential research papers and scholarly works that have shaped Decision Analytics. Use the concept filter below to focus on a specific sub-area of research.

Decision Analytics

3.7K

Publications

173.7K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Classification and regression trees Wei‐Yin Loh Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery EngineeringMachine LearningMining MethodsDecision AnalyticsKnowledge Discovery In Databases	2011	2.1K
GIS‐based multicriteria decision analysis: a survey of the literature Jacek Malczewski International Journal of Geographical Information Systems EngineeringGeospatial TechnologyMulticriteria Decision AnalysisGeographic AnalyticsChange Analysis	2006	2.1K
Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support Warren E. Walker, Poul Harremoës, Joris I. Rotmans, Integrated Assessment Critical UncertaintiesEngineeringUncertainty MatrixRisk AnalysisUncertainty Formalism	2003	2K
An introduction to decision tree modeling Anthony J. Myles, Robert N. Feudale, Yang Liu, Journal of Chemometrics EngineeringChemical AnalysisDecision AnalyticsOptimization-based Data MiningData Mining	2004	1.3K
Machine Learning With Big Data: Challenges and Approaches Alexandra L’Heureux, Katarina Grolinger, Hany F. ElYamany, IEEE Access Artificial IntelligenceEngineeringMachine LearningBig Data AnalyticsDecision Analytics	2017	1K
Fuzzy multiple criteria decision-making techniques and applications – Two decades review from 1994 to 2014 Abbas Mardani, Ahmad Jusoh, Edmundas Kazimieras Zavadskas Expert Systems with Applications Fuzzy Inference SystemsFuzzy Multi-criteria Decision-makingFuzzy LogicFuzzy SystemsEngineering	2015	902
Big Data Analytics in Operations Management Tsan‐Ming Choi, Stein W. Wallace, Yulan Wang Production and Operations Management EngineeringBig Data AnalyticsAnalytics TechniquesBusiness AnalyticsDecision Analytics	2017	849
Some Results for Pythagorean Fuzzy Sets Xindong Peng, Yong Yang International Journal of Intelligent Systems Fuzzy SystemsEngineeringPythagorean Fuzzy SetsComputing With WordsBetter Understand Pfss	2015	834
Agricultural Decision Analysis Jock R. Anderson, John L. Dillon, Brian Hardaker AgEcon Search (University of Minnesota, USA) Precision AgricultureEngineeringAgricultural EconomicsDecision AnalysisRisk Analysis	1977	819
Models and Managers: The Concept of a Decision Calculus John D. C. Little Management Science Management SciencesDecision AnalysisDecision AnalyticsOperations ResearchManagement	2004	816
Combining Probability Distributions From Experts in Risk Analysis Robert T. Clemen, Robert L. Winkler Risk Analysis Bayesian Decision TheoryEngineeringRisk MetricRisk AnalysisUncertainty Modeling	1999	806
An evidential reasoning approach for multiple-attribute decision making with uncertainty Jianbo Yang, M.G. Singh IEEE Transactions on Systems Man and Cybernetics Artificial IntelligenceBayesian Decision TheoryEngineeringVerificationUncertain Reasoning	1994	778

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