Department of Management Science and Information Systems

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#	Title	Journal	Year	Citations
1	From stochastic dominance to mean-risk models: Semideviations as risk measures	European Journal of Operational Research	1999	409
2	Optimization of Convex Risk Functions	Mathematics of Operations Research	2006	335
3	Risk-averse dynamic programming for Markov decision processes	Mathematical Programming	2010	255
4	Stochastic Programming Models	Handbooks in Operations Research and Management Science	2003	229
5	Understanding and Enhancement of Internal Clustering Validation Measures	IEEE Transactions on Cybernetics	2013	203
6	On consistency of stochastic dominance and mean–semideviation models	Mathematical Programming	2001	201
7	A branch and bound method for stochastic global optimization	Mathematical Programming	1998	199
8	Portfolio optimization with stochastic dominance constraints	Journal of Banking and Finance	2006	186
9	Conditional Risk Mappings	Mathematics of Operations Research	2006	184
10	K-Means-Based Consensus Clustering: A Unified View	IEEE Transactions on Knowledge and Data Engineering	2015	165
11	A General Geographical Probabilistic Factor Model for Point of Interest Recommendation	IEEE Transactions on Knowledge and Data Engineering	2015	152
12	Probabilistic programming with discrete distributions and precedence constrained knapsack polyhedra	Mathematical Programming	2002	136
13	Control Charts and the Efficient Allocation of Sampling Resources	Technometrics	2004	135
14	Dispatchable Transmission in RTO Markets	IEEE Transactions on Power Systems	2005	133
15	Product Line Selection and Pricing with Modularity in Design	Manufacturing and Service Operations Management	2005	115
16	A risk-averse newsvendor with law invariant coherent measures of risk	Operations Research Letters	2008	101
17	Active Learning From Stream Data Using Optimal Weight Classifier Ensemble	IEEE Transactions on Systems, Man, and Cybernetics	2010	100
18	Learning Algorithms for Separable Approximations of Discrete Stochastic Optimization Problems	Mathematics of Operations Research	2004	98
19	The value of information sharing in a two-stage supply chain with production capacity constraints	Naval Research Logistics	2003	89
20	Optimality and duality theory for stochastic optimization problems with nonlinear dominance constraints	Mathematical Programming	2004	89
21	A Multiproduct Risk-Averse Newsvendor with Law-Invariant Coherent Measures of Risk	Operations Research	2011	87
22	The Probabilistic Set-Covering Problem	Operations Research	2002	77
23	Large-Sample Results for Batch Means	Management Science	1997	73
24	An Efficient Trajectory Method for Probabilistic Production-Inventory-Distribution Problems	Operations Research	2007	67
25	Online IPA Gradient Estimators in Stochastic Continuous Fluid Models	Journal of Optimization Theory and Applications	2002	63
26	Safety Stock Positioning in Supply Chains with Stochastic Lead Times	Manufacturing and Service Operations Management	2005	63
27	Optimization with multivariate stochastic dominance constraints	Mathematical Programming	2009	59
28	ASYMPTOTIC BAYES ANALYSIS FOR THE FINITE-HORIZON ONE-ARMED-BANDIT PROBLEM	Probability in the Engineering and Informational Sciences	2003	58
29	A hybrid fuzzy group ANP–TOPSIS framework for assessment of e-government readiness from a CiRM perspective	Information and Management	2013	58
30	Risk-Averse Two-Stage Stochastic Linear Programming: Modeling and Decomposition	Operations Research	2011	57
31	Should Exponentially Weighted Moving Average and Cumulative Sum Charts Be Used With Shewhart Limits?	Technometrics	2005	56
32	Collaborative Search Log Sanitization: Toward Differential Privacy and Boosted Utility	IEEE Transactions on Dependable and Secure Computing	2015	56
33	Conjugation of Virulence Plasmid in Clinical Klebsiella pneumoniae Strains through Formation of a Fusion Plasmid	Advanced Biology	2020	49
34	A Monopolistic and Oligopolistic Stochastic Flow Revenue Management Model	Operations Research	2006	48
35	Technical Note—Optimal Inventory Policy in the Presence of a Long-Term Supplier and a Spot Market	Operations Research	2013	48
36	Performance Analysis and Evaluation of Assemble-to-Order Systems with Stochastic Sequential Lead Times	Operations Research	2006	47
37	COG: local decomposition for rare class analysis	Data Mining and Knowledge Discovery	2010	44
38	Robust stochastic dominance and its application to risk-averse optimization	Mathematical Programming	2010	43
39	Personnel scheduling and supplies provisioning in emergency relief operations	Annals of Operations Research	2015	43
40	Effective control policies for stochastic inventory systems with a minimum order quantity and linear costs	International Journal of Production Economics	2007	42
41	Tractable Almost Stochastic Dominance	European Journal of Operational Research	2012	42
42	The SPRT control chart for the process mean with samples starting at fixed times	Nonlinear Analysis: Real World Applications	2001	41
43	Exploiting probabilistic topic models to improve text categorization under class imbalance	Information Processing and Management	2011	39
44	Dual methods for probabilistic optimization problems*	Mathematical Methods of Operations Research	2004	38
45	Individuals control schemes for monitoring the mean and variance of processes subject to drifts	Stochastic Analysis and Applications	2001	37
46	A discrete cuckoo optimization algorithm for consolidation in cloud computing	Computers and Industrial Engineering	2018	37
47	Scenario decomposition of risk-averse multistage stochastic programming problems	Annals of Operations Research	2012	36
48	Relaxations of linear programming problems with first order stochastic dominance constraints	Operations Research Letters	2006	35
49	Statistical estimation of composite risk functionals and risk optimization problems	Annals of the Institute of Statistical Mathematics	2017	35
50	Generalized support vector data description for anomaly detection	Pattern Recognition	2020	35

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