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IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 08/2015, Volume 25, Issue 8, pp. 1309 - 1321
Journal Article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, ISSN 1939-1404, 06/2014, Volume 7, Issue 6, pp. 2094 - 2107
Journal Article
Pattern Recognition, ISSN 0031-3203, 04/2020, Volume 100, p. 107166
In the field of machine learning, it is still a critical issue to identify and supervise the learned representation without manually intervening or intuition... 
Variational autoencoder | Mutual information | Generative model
Journal Article
Molecular Pharmaceutics, ISSN 1543-8384, 09/2017, Volume 14, Issue 9, pp. 3098 - 3104
Deep generative adversarial networks (GANs) are the emerging technology in drug discovery and biomarker development. In our recent work, we demonstrated a... 
generative adversarial network | deep learning | adversarial autoencoder | drug discovery | variational autoencoder | MEDICINE, RESEARCH & EXPERIMENTAL | NEURAL-NETWORKS | PHARMACOLOGY & PHARMACY | Learning | Models, Theoretical | Artificial Intelligence | Computer Simulation | Concept Formation | Neural Networks (Computer)
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 12/2019, Volume 20, Issue 1, pp. 1 - 10
Abstract Background Next generation sequencing instruments are providing new opportunities for comprehensive analyses of cancer genomes. The increasing... 
Autoencoder | Kernel learning | Cancer genomics
Journal Article
Applied Energy, ISSN 0306-2619, 01/2020, Volume 257, p. 113966
The smart grid features frequent communication of measurements collected at consuming and distributing nodes to other agents in the grid. While this increases... 
Compressive sensing | Neural network | Autoencoder | Transfer learning
Journal Article
Algorithms, ISSN 1999-4893, 06/2019, Volume 12, Issue 6, p. 122
Image clustering involves the process of mapping an archive image into a cluster such that the set of clusters has the same information. It is an important... 
convolutional autoencoder (CAE) | adversarial autoencoder (AAE) | image clustering | stacked autoencoder (SAE)
Journal Article
ACM Transactions on Graphics (TOG), ISSN 0730-0301, 07/2017, Volume 36, Issue 4, pp. 1 - 14
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2019
Journal Article
Kongzhi yu Juece/Control and Decision, ISSN 1001-0920, 09/2018, Volume 33, Issue 9, pp. 1662 - 1666
Journal Article
Information Processing & Management, ISSN 0306-4573, 11/2019, p. 102143
Journal Article
Neural Computing and Applications, ISSN 0941-0643, 2018
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 2018
Online reviews play an important role in influencing buyers’ daily purchase decisions. However, fake and meaningless reviews, which cannot reflect users’... 
Autoencoder | Neural decision forest | Opinion fraud detection
Journal Article
Advances in Intelligent Systems and Computing, ISSN 2194-5357, 2019, Volume 867, pp. 325 - 333
Conference Proceeding
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 11/2019, pp. 1 - 18
This article proposes a novel autoencoder (AE) network based on the distribution of polarimetric synthetic aperture radar (POL-SAR) data matrix, called a... 
image classification | softmax classifier | Autoencoder (AE) network | Wishart distribution | polarimetric synthetic aperture radar (POL-SAR) data matrix | classification network | Wishart autoencoder | coherency matrix
Journal Article
Journal of Information and Communication Technology, ISSN 1675-414X, 04/2018, Volume 17, Issue 2, pp. 233 - 269
Journal Article
IEEE Transactions on Medical Imaging, ISSN 0278-0062, 12/2019, pp. 1 - 1
Inspired by complexity and diversity of biological neurons, our group proposed quadratic neurons by replacing the inner product in current artificial neurons... 
Deep learning | low-dose CT | autoencoder | quadratic neurons
Journal Article
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