2020
VODCA: Verification of Diagnosis Using CAM-Based Approach for Explainable Process Monitoring.
Sensors, 2020

Explainable Process Monitoring Based on Class Activation Map: Garbage In, Garbage Out.
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

Non-intrusive Load Monitoring Based on Regularized ResNet with Multivariate Control Chart.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Time-Series Data Augmentation based on Interpolation.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020

2010
Large-scale pattern storage and retrieval using generalized brain-state-in-a-box neural networks.
IEEE Trans. Neural Networks, 2010

2009
Mass Informatics in Differential Proteomics.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

2008
Proteome discovery pipeline for mass spectrometry-based proteomics.
BMC Bioinform., 2008

2007
Neural network prediction of peptide separation in strong anion exchange chromatography.
Bioinform., 2007

2005
Autoassociative memory design using interconnected generalized brain-state-in-a-box neural networks.
Int. J. Neural Syst., 2005

2003
Associative Memory Design Using Overlapping Decomposition and Generalized Brain-State-in-a-Box Neural Networks.
Int. J. Neural Syst., 2003