2024
A Novel Chip-on-Board Defect Detection Approach Combining Infrared Thermal Evolution and Self-Supervised Transformer.
IEEE Trans. Ind. Informatics, May, 2024
2022
MS-SSPCANet: A powerful deep learning framework for tool wear prediction.
Robotics Comput. Integr. Manuf., 2022
2018
Detection of Micro Solder Balls Using Active Thermography Technology and K-Means Algorithm.
IEEE Trans. Ind. Informatics, 2018
Microscopic Three-Dimensional Measurement Based on Telecentric Stereo and Speckle Projection Methods.
Sensors, 2018
Using GA-SVM for defect inspection of flip chips based on vibration signals.
Microelectron. Reliab., 2018
2017
Weighted Kernel Entropy Component Analysis for Fault Diagnosis of Rolling Bearings.
Sensors, 2017
Using Wavelet Packet Transform for Surface Roughness Evaluation and Texture Extraction.
Sensors, 2017
2016
Sparse Reconstruction for Micro Defect Detection in Acoustic Micro Imaging.
Sensors, 2016
X-ray inspection of TSV defects with self-organizing map network and Otsu algorithm.
Microelectron. Reliab., 2016
Machine fault classification using deep belief network.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016
2015
Genetic algorithms for defect detection of flip chips.
Microelectron. Reliab., 2015
Using RBF networks for detection and prediction of flip chip with missing bumps.
Microelectron. Reliab., 2015
Using SOM neural network for X-ray inspection of missing-bump defects in three-dimensional integration.
Microelectron. Reliab., 2015
2014
Using active thermography for defects inspection of flip chip.
Microelectron. Reliab., 2014
2013
Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer.
Sensors, 2013
Image registration using a point-line duality based line matching method.
J. Vis. Commun. Image Represent., 2013
2012
Defect detection of flip-chip solder joints using modal analysis.
Microelectron. Reliab., 2012
Finite element analysis on the micro-forming process of Zr-based bulk metallic glass.
Proceedings of the IEEE 16th International Conference on Computer Supported Cooperative Work in Design, 2012
2011
A pattern matching method using geometric information of images.
Proceedings of the 6th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2011
2009
Scratch of submicron grooves on aluminum film with AFM diamond tip.
Proceedings of the 4th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2009
Low temperature direct bonding for hermetic wafer level packaging.
Proceedings of the 4th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2009
Improved adhesion between C-MEMS and substrate by micromechanical interlocking.
Proceedings of the 4th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2009
2006
Pattern Discovery from Time Series Using Growing Hierarchical Self-Organizing Map.
Proceedings of the Neural Information Processing, 13th International Conference, 2006
2005
Feature Selection and Classification of Gear Faults Using SOM.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Feature selection and condition monitoring of gearbox using SOM.
Proceedings of the IEEE International Joint Conference on Neural Networks, 2005
A Novel Technique for Data Visualization Based on SOM.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005