Vladimir Mahalec

According to our database, Vladimir Mahalec authored at least 27 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Comparative Evaluation of Kolmogorov-Arnold Autoencoders and Orthogonal Autoencoders for Fault Detection with Varying Training Set Sizes.

Enrique Luna Villagomez, Vladimir Mahalec

CoRR, August, 2025

A semi-supervised learning algorithm for high and low-frequency variable imbalances in industrial data.

Jiannan Zhu, Chen Fan, Minglei Yang, Feng Qian, Vladimir Mahalec

Comput. Chem. Eng., 2025

A call for a different plant modelling paradigm and a new generation of software.

Vladimir Mahalec

Comput. Chem. Eng., 2025

2024

Deep Adaptive Fuzzy Clustering for Evolutionary Unsupervised Representation Learning.

Dayu Tan, Zheng Huang, Xin Peng, Weimin Zhong, Vladimir Mahalec

IEEE Trans. Neural Networks Learn. Syst., May, 2024

Fault Detection and Identification via Monitoring Modules Based on Clusters of Interacting Measurements.

Enrique Luna Villagomez, Vladimir Mahalec

CoRR, 2024

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).

Vladimir Mahalec

CoRR, 2024

2023

Environmental impacts of optimal designs of community energy systems under different CO₂ footprints of electric grids.

Ruonan Li, Sayyed Faridoddin Afzali, Vladimir Mahalec

Comput. Chem. Eng., October, 2023

Data-driven models of crude distillation units for production planning and for operations monitoring.

Jiannan Zhu, Chen Fan, Minglei Yang, Feng Qian, Vladimir Mahalec

Comput. Chem. Eng., September, 2023

Linear hybrid models of distillation towers.

Carlos Rodriguez, Prashant Mhaskar, Vladimir Mahalec

Comput. Chem. Eng., March, 2023

2022

Accurate and Fast Deep Evolutionary Networks Structured Representation Through Activating and Freezing Dense Networks.

Dayu Tan, Weimin Zhong, Xin Peng, Qiang Wang, Vladimir Mahalec

IEEE Trans. Cogn. Dev. Syst., 2022

2021

A Circular Target Feature Detection Framework Based on DCNN for Industrial Applications.

Dayu Tan, Linggang Chen, Chao Jiang, Weimin Zhong, Wenli Du, Feng Qian, Vladimir Mahalec

IEEE Trans. Ind. Informatics, 2021

Automatic determining optimal parameters in multi-kernel collaborative fuzzy clustering based on dimension constraint.

Dayu Tan, Xin Peng, Qiang Wang, Weimin Zhong, Vladimir Mahalec

Neurocomputing, 2021

Refinery production planning optimization under crude oil quality uncertainty.

Fupei Li, Feng Qian, Wenli Du, Minglei Yang, Jian Long, Vladimir Mahalec

Comput. Chem. Eng., 2021

Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model.

Mahir Jalanko, Yoel Sanchez, Prashant Mhaskar, Vladimir Mahalec

Comput. Chem. Eng., 2021

Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks.

Mahir Jalanko, Yoel Sanchez, Vladimir Mahalec, Prashant Mhaskar

Comput. Chem. Eng., 2021

2018

Global optimization of MIQCPs with dynamic piecewise relaxations.

Pedro A. Castillo-Castillo, Pedro M. Castro, Vladimir Mahalec

J. Glob. Optim., 2018

Supply-demand pinch based methodology for multi-period planning under uncertainty in components qualities with application to gasoline blend planning.

Mahir Jalanko, Vladimir Mahalec

Comput. Chem. Eng., 2018

NOPT site: An online workbench for modeling and optimization of diverse networks.

Junaid Aziz, Vladimir Mahalec

Proceedings of the International Conference on Advancements in Computational Sciences, 2018

2017

Globally optimal dynamic real time optimization without model mismatch between optimization and control layer.

Xiaoqiang Wang, Vladimir Mahalec, Feng Qian

Comput. Chem. Eng., 2017

Planning and scheduling of steel plates production. Part II: Scheduling of continuous casting.

Junichi Mori, Vladimir Mahalec

Comput. Chem. Eng., 2017

2016

Inference in hybrid Bayesian networks with large discrete and continuous domains.

Junichi Mori, Vladimir Mahalec

Expert Syst. Appl., 2016

Improved continuous-time model for gasoline blend scheduling.

Pedro A. Castillo-Castillo, Vladimir Mahalec

Comput. Chem. Eng., 2016

Inventory pinch gasoline blend scheduling algorithm combining discrete- and continuous-time models.

Pedro A. Castillo-Castillo, Vladimir Mahalec

Comput. Chem. Eng., 2016

2015

Reconfiguration of satellite orbit for cooperative observation using variable-size multi-objective differential evolution.

Yingguo Chen, Vladimir Mahalec, Yingwu Chen, Xiao-Lu Liu, Renjie He, Kai Sun

Eur. J. Oper. Res., 2015

Planning and scheduling of steel plates production. Part I: Estimation of production times via hybrid Bayesian networks for large domain of discrete variables.

Junichi Mori, Vladimir Mahalec

Comput. Chem. Eng., 2015

2014

Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes.

Junichi Mori, Vladimir Mahalec, Jie Yu

Comput. Chem. Eng., 2014

2012

Inferential monitoring and optimization of crude separation units via hybrid models.

Vladimir Mahalec, Yoel Sanchez

Comput. Chem. Eng., 2012