Generalized Laguerre expansions of multivariate probability densities with moments. - Hussein Mustapha; Roussos G. Dimitrakopoulos (Comput. Math. Appl., 2010)

A new approach for geological pattern recognition using high-order spatial cumulants. - Hussein Mustapha; Roussos G. Dimitrakopoulos (Comput. Geosci., 2010)

Implementation of conditional simulation by successive residuals. - Arja Jewbali; Roussos G. Dimitrakopoulos (Comput. Geosci., 2011)

HOSIM: A high-order stochastic simulation algorithm for generating three-dimensional complex geological patterns. - Hussein Mustapha; Roussos G. Dimitrakopoulos (Comput. Geosci., 2011)

A diversified Tabu search approach for the open-pit mine production scheduling problem with metal uncertainty. - Amina Lamghari; Roussos G. Dimitrakopoulos (Eur. J. Oper. Res., 2012)

Multi-scale stochastic simulation with a wavelet-based approach. - Snehamoy Chatterjee; Roussos G. Dimitrakopoulos (Comput. Geosci., 2012)

Quantifying multi-element and volumetric uncertainty, Coleman McCreedy deposit, Ontario, Canada. - Ryan Goodfellow; Francisco Albor Consuegra; Roussos G. Dimitrakopoulos; Tim Lloyd (Comput. Geosci., 2012)

Implementing a parametric maximum flow algorithm for optimal open pit mine design under uncertain supply and demand. - Mohammad Waqar Ali Asad; Roussos G. Dimitrakopoulos (J. Oper. Res. Soc., 2013)

A variable neighbourhood descent algorithm for the open-pit mine production scheduling problem with metal uncertainty Open. - Amina Lamghari; Roussos G. Dimitrakopoulos; Jacques A. Ferland (J. Oper. Res. Soc., 2014)

Sparse image reconstruction by two phase RBM learning: Application to mine planning. - Yanyan Mu; Frank P. Ferrie; Roussos G. Dimitrakopoulos (MVA, 2015)

Optimizing mining complexes with multiple processing and transportation alternatives: An uncertainty-based approach. - Luis Montiel; Roussos G. Dimitrakopoulos (Eur. J. Oper. Res., 2015)

A hybrid method based on linear programming and variable neighborhood descent for scheduling production in open-pit mines. - Amina Lamghari; Roussos G. Dimitrakopoulos; Jacques A. Ferland (J. Glob. Optim., 2015)

Anisotropic Interpolation of Sparse Images. - Amir Abbas Haji Abolhassani; Roussos G. Dimitrakopoulos; Frank P. Ferrie (CRV, 2016)

Genaralizing Generative Models: Application to Image Super-Resolution. - Yanyan Mu; Roussos G. Dimitrakopoulos; Frank P. Ferrie (CRV, 2016)

Global optimization of open pit mining complexes with uncertainty. - Ryan C. Goodfellow; Roussos G. Dimitrakopoulos (Appl. Soft Comput., 2016)

Network-flow based algorithms for scheduling production in multi-processor open-pit mines accounting for metal uncertainty. - Amina Lamghari; Roussos G. Dimitrakopoulos (Eur. J. Oper. Res., 2016)

Progressive hedging applied as a metaheuristic to schedule production in open-pit mines accounting for reserve uncertainty. - Amina Lamghari; Roussos G. Dimitrakopoulos (Eur. J. Oper. Res., 2016)

Stochastic short-term mine production schedule accounting for fleet allocation, operational considerations and blending restrictions. - Martha E. Villalba Matamoros; Roussos G. Dimitrakopoulos (Eur. J. Oper. Res., 2016)

A dynamic-material-value-based decomposition method for optimizing a mineral value chain with uncertainty. - Jian Zhang 014; Roussos G. Dimitrakopoulos (Eur. J. Oper. Res., 2017)

A heuristic approach for the stochastic optimization of mine production schedules. - Luis Montiel; Roussos G. Dimitrakopoulos (J. Heuristics, 2017)

Stochastic optimization for a mineral value chain with nonlinear recovery and forward contracts. - Jian Zhang 014; Roussos G. Dimitrakopoulos (J. Oper. Res. Soc., 2018)

Decoupling Spatial Pattern and its Movement Via Complex Factorization Over Orthogonal Filter Pairs. - Yanyan Mu; Roussos G. Dimitrakopoulos; Frank P. Ferrie (CRV, 2019)

Optimizing a mineral value chain with market uncertainty using benders decomposition. - Jian Zhang 014; Barrie R. Nault; Roussos G. Dimitrakopoulos (Eur. J. Oper. Res., 2019)

Hyper-heuristic approaches for strategic mine planning under uncertainty. - Amina Lamghari; Roussos G. Dimitrakopoulos (Comput. Oper. Res., 2020)

Adaptive self-learning mechanisms for updating short-term production decisions in an industrial mining complex. - Ashish Kumar; Roussos G. Dimitrakopoulos; Marco Maulen (J. Intell. Manuf., 2020)

Production scheduling in industrial mining complexes with incoming new information using tree search and deep reinforcement learning. - Ashish Kumar; Roussos G. Dimitrakopoulos (Appl. Soft Comput., 2021)

Learning high-order spatial statistics at multiple scales: A kernel-based stochastic simulation algorithm and its implementation. - Lingqing Yao; Roussos G. Dimitrakopoulos; Michel Gamache (Comput. Geosci., 2021)

Learning on Graphs for Mineral Asset Valuation Under Supply and Demand Uncertainty. - Yassine Yaakoubi; Hager Radi; Roussos G. Dimitrakopoulos (CoRR, 2022)

Updating geostatistically simulated models of mineral deposits in real-time with incoming new information using actor-critic reinforcement learning. - Ashish Kumar; Roussos G. Dimitrakopoulos (Comput. Geosci., 2022)

Simultaneous stochastic optimization of an open-pit mining complex with preconcentration using reinforcement learning. - Zachary Levinson; Roussos G. Dimitrakopoulos; Julien Keutchayan (Appl. Soft Comput., 2023)

Integrating short-term stochastic production planning updating with mining fleet management in industrial mining complexes: an actor-critic reinforcement learning approach. - Joao Pedro de Carvalho; Roussos G. Dimitrakopoulos (Appl. Intell., 2023)

Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes. - Yassine Yaakoubi; Roussos G. Dimitrakopoulos (Comput. Oper. Res., 2023)

Decision-focused neural adaptive search and diving for optimizing mining complexes. - Yassine Yaakoubi; Roussos G. Dimitrakopoulos (Eur. J. Oper. Res., 2025)