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ORCIDHiromasa Kaneko
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2020 – today
- 2023
[j17]Hiromasa Kaneko
:
Direct prediction of the batch time and process variable profiles using batch process data based on different batch times. Comput. Chem. Eng. 169: 108072 (2023)- [j16]Kohei Nemoto, Hiromasa Kaneko:
De Novo Direct Inverse QSPR/QSAR: Chemical Variational Autoencoder and Gaussian Mixture Regression Models. J. Chem. Inf. Model. 63(3): 794-805 (2023) - [j15]Kohei Motojima, Abhijit Sen, Yoichi M. A. Yamada, Hiromasa Kaneko:
Catalyst Design and Feature Engineering to Improve Selectivity and Reactivity in Two Simultaneous Cross-Coupling Reactions. J. Chem. Inf. Model. 63(18): 5764-5772 (2023) - 2021
- [j14]Shunsuke Yuyama, Hiromasa Kaneko:
Correlation between the Metal and Organic Components, Structure Property, and Gas-Adsorption Capacity of Metal-Organic Frameworks. J. Chem. Inf. Model. 61(12): 5785-5792 (2021)
2010 – 2019
- 2018
- [j13]Shojiro Shibayama, Hiromasa Kaneko, Kimito Funatsu:
Formulation of the excess absorption in infrared spectra by numerical decomposition for effective process monitoring. Comput. Chem. Eng. 113: 86-97 (2018) - [j12]Hiromasa Kaneko:
Discussion on Regression Methods Based on Ensemble Learning and Applicability Domains of Linear Submodels. J. Chem. Inf. Model. 58(2): 480-489 (2018) - [j11]Hiromasa Kaneko:
Sparse Generative Topographic Mapping for Both Data Visualization and Clustering. J. Chem. Inf. Model. 58(12): 2528-2535 (2018) - 2017
- [j10]Matheus S. Escobar, Hiromasa Kaneko, Kimito Funatsu:
On Generative Topographic Mapping and Graph Theory combined approach for unsupervised non-linear data visualization and fault identification. Comput. Chem. Eng. 98: 113-127 (2017) - 2016
- [j9]Tomoyuki Miyao, Hiromasa Kaneko, Kimito Funatsu:
Ring system-based chemical graph generation for de novo molecular design. J. Comput. Aided Mol. Des. 30(5): 425-446 (2016) - [j8]Tomoyuki Miyao, Hiromasa Kaneko, Kimito Funatsu:
Inverse QSPR/QSAR Analysis for Chemical Structure Generation (from y to x). J. Chem. Inf. Model. 56(2): 286-299 (2016) - [j7]Shunichi Takeda, Hiromasa Kaneko, Kimito Funatsu:
Chemical-Space-Based de Novo Design Method To Generate Drug-Like Molecules. J. Chem. Inf. Model. 56(10): 1885-1893 (2016) - 2014
- [j6]Hiromasa Kaneko, Kimito Funatsu:
Applicability Domain Based on Ensemble Learning in Classification and Regression Analyses. J. Chem. Inf. Model. 54(9): 2469-2482 (2014) - [c4]Hiromasa Kaneko, Kimito Funatsu:
Automatic Database Monitoring for Process Control Systems. IEA/AIE (1) 2014: 410-419 - 2013
- [j5]Hiromasa Kaneko, Kimito Funatsu:
Adaptive soft sensor model using online support vector regression with time variable and discussion of appropriate hyperparameter settings and window size. Comput. Chem. Eng. 58: 288-297 (2013) - [j4]Hiromasa Kaneko, Kimito Funatsu:
Criterion for Evaluating the Predictive Ability of Nonlinear Regression Models without Cross-Validation. J. Chem. Inf. Model. 53(9): 2341-2348 (2013) - [j3]Hiromasa Kaneko, Masamoto Arakawa, Kimito Funatsu:
Erratum for "Development of a New Regression Analysis Method Using Independent Component Analysis". J. Chem. Inf. Model. 53(11): 3113 (2013) - [c3]Hiromasa Kaneko, Kimito Funatsu:
Adaptive Soft Sensor Model Using Online Support Vector Regression with the Time Variable and Discussion on Appropriate Parameter Settings. KES 2013: 580-589 - 2011
- [j2]Hiromasa Kaneko, Masamoto Arakawa, Kimito Funatsu:
Novel soft sensor method for detecting completion of transition in industrial polymer processes. Comput. Chem. Eng. 35(6): 1135-1142 (2011) - [c2]Hiromasa Kaneko, Kimito Funatsu:
Improvement and Estimation of Prediction Accuracy of Soft Sensor Models Based on Time Difference. IEA/AIE (1) 2011: 115-124
2000 – 2009
- 2009
- [c1]Hiromasa Kaneko, Masamoto Arakawa, Kimito Funatsu:
A novel soft sensor method detecting completion of transition for industrial polymer processes. ICONS 2009: 551-558 - 2008
- [j1]Hiromasa Kaneko, Masamoto Arakawa, Kimito Funatsu:
Development of a New Regression Analysis Method Using Independent Component Analysis. J. Chem. Inf. Model. 48(3): 534-541 (2008)
Coauthor Index
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