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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
Information Sciences, ISSN 0020-0255, 02/2020, Volume 510, pp. 108 - 121
Fault localization is essential to software debugging. Despite existing techniques, such as mutation analysis, development history and bug reports, have made... 
Fault localization | SBFL | Autoencoder | Debugging
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
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
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
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
Robotics and Autonomous Systems, ISSN 0921-8890, 01/2020, Volume 123, p. 103312
Similar to humans, robots benefit from interacting with their environment through a number of different sensor modalities, such as vision, touch, sound.... 
Variational autoencoder | Autonomous learning | Multimodal learning
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2019
Journal Article
Computers in Biology and Medicine, ISSN 0010-4825, 10/2019, p. 103527
Journal Article
Kongzhi yu Juece/Control and Decision, ISSN 1001-0920, 09/2018, Volume 33, Issue 9, pp. 1662 - 1666
Journal Article
Neural Computing and Applications, ISSN 0941-0643, 2018
Journal Article
Information Processing & Management, ISSN 0306-4573, 11/2019, p. 102143
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
Signal Processing: Image Communication, ISSN 0923-5965, 02/2020, Volume 80, p. 115678
As a novel virtual reality (VR) format, panorama maps are attracting increasing attention, while the compression of panorama images is still a concern. In this... 
Neural network | Dense block | Autoencoder | Panorama map
Journal Article
Advances in Intelligent Systems and Computing, ISSN 2194-5357, 2019, Volume 867, pp. 325 - 333
Conference Proceeding
Computer Speech & Language, ISSN 0885-2308, 03/2020, Volume 60, p. 101028
Measuring similarities between strings is central for many established and fast-growing research areas, including information retrieval, biology, and... 
String metric | Context encoder | Neural network | Autoencoder
Journal Article
Computer Methods and Programs in Biomedicine, ISSN 0169-2607, 01/2020, Volume 183, p. 105073
Imaging genetics has been widely used to help diagnose and treat mental illness, e.g., schizophrenia, by combining magnetic resonance imaging of the brain and... 
Imaging-genetic associations | Sparse autoencoder | Canonical correlation analysis | Deep canonically correlated sparse autoencoder | Schizophrenia classification
Journal Article
Journal of Information and Communication Technology, ISSN 1675-414X, 04/2018, Volume 17, Issue 2, pp. 233 - 269
Journal Article
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