Vladimir Mahalec

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 19

Top Topics

Discrete Variables

Industrial Processes

Top Venues

Comput. Chem. Eng.

IEEE Trans. Cogn. Dev. Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Dayu Tan, Zheng Huang, Xin Peng, Weimin Zhong, Vladimir Mahalec
Deep Adaptive Fuzzy Clustering for Evolutionary Unsupervised Representation Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Jiannan Zhu, Chen Fan, Minglei Yang, Feng Qian, Vladimir Mahalec
Data-driven models of crude distillation units for production planning and for operations monitoring. Comput. Chem. Eng. 177 (2023)
Carlos Rodriguez, Prashant Mhaskar, Vladimir Mahalec
Linear hybrid models of distillation towers. Comput. Chem. Eng. 171 (2023)
Ruonan Li, Sayyed Faridoddin Afzali, Vladimir Mahalec
footprints of electric grids. Comput. Chem. Eng. 178 (2023)
Dayu Tan, Weimin Zhong, Xin Peng, Qiang Wang, Vladimir Mahalec
Accurate and Fast Deep Evolutionary Networks Structured Representation Through Activating and Freezing Dense Networks. IEEE Trans. Cogn. Dev. Syst. 14 (1) (2022)
Dayu Tan, Xin Peng, Qiang Wang, Weimin Zhong, Vladimir Mahalec
Automatic determining optimal parameters in multi-kernel collaborative fuzzy clustering based on dimension constraint. Neurocomputing 443 (2021)
Dayu Tan, Zheng Huang, Xin Peng, Weimin Zhong, Vladimir Mahalec
Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning. CoRR (2021)
Mahir Jalanko, Yoel Sanchez, Vladimir Mahalec, Prashant Mhaskar
Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks. Comput. Chem. Eng. 147 (2021)
Fupei Li, Feng Qian, Wenli Du, Minglei Yang, Jian Long, Vladimir Mahalec
Refinery production planning optimization under crude oil quality uncertainty. Comput. Chem. Eng. 151 (2021)
Mahir Jalanko, Yoel Sanchez, Prashant Mhaskar, Vladimir Mahalec
Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model. Comput. Chem. Eng. 155 (2021)
Dayu Tan, Linggang Chen, Chao Jiang, Weimin Zhong, Wenli Du, Feng Qian, Vladimir Mahalec
A Circular Target Feature Detection Framework Based on DCNN for Industrial Applications. IEEE Trans. Ind. Informatics 17 (5) (2021)
Pedro A. Castillo-Castillo, Pedro M. Castro, Vladimir Mahalec
Global optimization of MIQCPs with dynamic piecewise relaxations. J. Glob. Optim. 71 (4) (2018)
Mahir Jalanko, Vladimir Mahalec
Supply-demand pinch based methodology for multi-period planning under uncertainty in components qualities with application to gasoline blend planning. Comput. Chem. Eng. 119 (2018)
Junaid Aziz, Vladimir Mahalec
NOPT site: An online workbench for modeling and optimization of diverse networks. ICACS (2018)
Xiaoqiang Wang, Vladimir Mahalec, Feng Qian
Globally optimal dynamic real time optimization without model mismatch between optimization and control layer. Comput. Chem. Eng. 104 (2017)
Junichi Mori, Vladimir Mahalec
Planning and scheduling of steel plates production. Part II: Scheduling of continuous casting. Comput. Chem. Eng. 101 (2017)
Pedro A. Castillo-Castillo, Vladimir Mahalec
Improved continuous-time model for gasoline blend scheduling. Comput. Chem. Eng. 84 (2016)
Pedro A. Castillo-Castillo, Vladimir Mahalec
Inventory pinch gasoline blend scheduling algorithm combining discrete- and continuous-time models. Comput. Chem. Eng. 84 (2016)
Junichi Mori, Vladimir Mahalec
Inference in hybrid Bayesian networks with large discrete and continuous domains. Expert Syst. Appl. 49 (2016)
Yingguo Chen, Vladimir Mahalec, Yingwu Chen, Xiaolu Liu, Renjie He, Kai Sun
Reconfiguration of satellite orbit for cooperative observation using variable-size multi-objective differential evolution. Eur. J. Oper. Res. 242 (1) (2015)
Junichi Mori, Vladimir Mahalec
Planning and scheduling of steel plates production. Part I: Estimation of production times via hybrid Bayesian networks for large domain of discrete variables. Comput. Chem. Eng. 79 (2015)
Junichi Mori, Vladimir Mahalec, Jie Yu
Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes. Comput. Chem. Eng. 71 (2014)
Vladimir Mahalec, Yoel Sanchez
Inferential monitoring and optimization of crude separation units via hybrid models. Comput. Chem. Eng. 45 (2012)