Vladimir Mahalec

28 papers Journal 27Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A call for a different plant modelling paradigm and a new generation of software. Comput. Chem. Eng. Vladimir Mahalec
2025	J	`jnl`	A semi-supervised learning algorithm for high and low-frequency variable imbalances in industrial data. Comput. Chem. Eng. Jiannan Zhu, Chen Fan, Minglei Yang, Feng Qian, Vladimir Mahalec
2025	J	`jnl`	Comparative Evaluation of Kolmogorov-Arnold Autoencoders and Orthogonal Autoencoders for Fault Detection with Varying Training Set Sizes. CoRR Enrique Luna Villagomez, Vladimir Mahalec
2024	J	`jnl`	Deep Adaptive Fuzzy Clustering for Evolutionary Unsupervised Representation Learning. IEEE Trans. Neural Networks Learn. Syst. Dayu Tan, Zheng Huang, Xin Peng, Weimin Zhong, Vladimir Mahalec
2024	J	`jnl`	Fault Detection and Identification via Monitoring Modules Based on Clusters of Interacting Measurements. CoRR Enrique Luna Villagomez, Vladimir Mahalec
2024	J	`jnl`	Hybrid Plant Models Call for a Different Plant Modelling Paradigm and a New Generation of Software (Heresy in the land of moles, fractions, & rigorous physical properties). CoRR Vladimir Mahalec
2023	J	`jnl`	Data-driven models of crude distillation units for production planning and for operations monitoring. Comput. Chem. Eng. Jiannan Zhu, Chen Fan, Minglei Yang, Feng Qian, Vladimir Mahalec
2023	J	`jnl`	Environmental impacts of optimal designs of community energy systems under different CO Comput. Chem. Eng. Ruonan Li, Sayyed Faridoddin Afzali, Vladimir Mahalec
2023	J	`jnl`	Linear hybrid models of distillation towers. Comput. Chem. Eng. Carlos Rodriguez, Prashant Mhaskar, Vladimir Mahalec
2022	J	`jnl`	Accurate and Fast Deep Evolutionary Networks Structured Representation Through Activating and Freezing Dense Networks. IEEE Trans. Cogn. Dev. Syst. Dayu Tan, Weimin Zhong, Xin Peng, Qiang Wang, Vladimir Mahalec
2021	J	`jnl`	A Circular Target Feature Detection Framework Based on DCNN for Industrial Applications. IEEE Trans. Ind. Informatics Dayu Tan, Linggang Chen, Chao Jiang, Weimin Zhong, Wenli Du, Feng Qian, Vladimir Mahalec
2021	J	`jnl`	Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks. Comput. Chem. Eng. Mahir Jalanko, Yoel Sanchez, Vladimir Mahalec, Prashant Mhaskar
2021	J	`jnl`	Automatic determining optimal parameters in multi-kernel collaborative fuzzy clustering based on dimension constraint. Neurocomputing Dayu Tan, Xin Peng, Qiang Wang, Weimin Zhong, Vladimir Mahalec
2021	J	`jnl`	Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning. CoRR Dayu Tan, Zheng Huang, Xin Peng, Weimin Zhong, Vladimir Mahalec
2021	J	`jnl`	Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model. Comput. Chem. Eng. Mahir Jalanko, Yoel Sanchez, Prashant Mhaskar, Vladimir Mahalec
2021	J	`jnl`	Refinery production planning optimization under crude oil quality uncertainty. Comput. Chem. Eng. Fupei Li, Feng Qian, Wenli Du, Minglei Yang, Jian Long, Vladimir Mahalec
2018	J	`jnl`	Global optimization of MIQCPs with dynamic piecewise relaxations. J. Glob. Optim. Pedro A. Castillo-Castillo, Pedro M. Castro, Vladimir Mahalec
2018	—	`conf`	NOPT site: An online workbench for modeling and optimization of diverse networks. ICACS Junaid Aziz, Vladimir Mahalec
2018	J	`jnl`	Supply-demand pinch based methodology for multi-period planning under uncertainty in components qualities with application to gasoline blend planning. Comput. Chem. Eng. Mahir Jalanko, Vladimir Mahalec
2017	J	`jnl`	Globally optimal dynamic real time optimization without model mismatch between optimization and control layer. Comput. Chem. Eng. Xiaoqiang Wang, Vladimir Mahalec, Feng Qian
2017	J	`jnl`	Planning and scheduling of steel plates production. Part II: Scheduling of continuous casting. Comput. Chem. Eng. Junichi Mori, Vladimir Mahalec
2016	J	`jnl`	Improved continuous-time model for gasoline blend scheduling. Comput. Chem. Eng. Pedro A. Castillo-Castillo, Vladimir Mahalec
2016	J	`jnl`	Inference in hybrid Bayesian networks with large discrete and continuous domains. Expert Syst. Appl. Junichi Mori, Vladimir Mahalec
2016	J	`jnl`	Inventory pinch gasoline blend scheduling algorithm combining discrete- and continuous-time models. Comput. Chem. Eng. Pedro A. Castillo-Castillo, Vladimir Mahalec
2015	J	`jnl`	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. Junichi Mori, Vladimir Mahalec
2015	J	`jnl`	Reconfiguration of satellite orbit for cooperative observation using variable-size multi-objective differential evolution. Eur. J. Oper. Res. Yingguo Chen, Vladimir Mahalec, Yingwu Chen, Xiao-Lu Liu, Renjie He, Kai Sun
2014	J	`jnl`	Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes. Comput. Chem. Eng. Junichi Mori, Vladimir Mahalec, Jie Yu
2012	J	`jnl`	Inferential monitoring and optimization of crude separation units via hybrid models. Comput. Chem. Eng. Vladimir Mahalec, Yoel Sanchez