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Mechanical systems and signal processing, ISSN 0888-3270, 2019, Volume 115, pp. 213 - 237
•We conduct a detailed review of the applications of recent deep learning models on machine health monitoring tasks and provide our own insights into these... 
Deep learning | Big data | Machine health monitoring | BEARING FAULT-DIAGNOSIS | ENSEMBLE | CONVOLUTIONAL NEURAL-NETWORK | FEATURE-EXTRACTION | ROTATING MACHINERY | CLASSIFICATION | MODEL | ENGINEERING, MECHANICAL | AUTOENCODER | PREDICTION | ROBUST IDENTIFICATION | Magneto-electric machines | Image processing | Neural networks | Machinery | Machine learning
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 01/2019, Volume 115, pp. 512 - 523
Journal Article
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), ISSN 2329-9290, 02/2017, Volume 25, Issue 2, pp. 248 - 260
...Topic-Aware Deep Compositional Models for Sentence Classi.cation Rui Zhao and Kezhi Mao Abstract In recent years, deep compositional models have emerged... 
Context | Computational modeling | Semantics | Neural networks | text representation learning | sentence classification | Machine learning | Natural language processing | Numerical models | natural language processing | ACOUSTICS | ENGINEERING, ELECTRICAL & ELECTRONIC | Classification | Artificial neural networks
Journal Article
Journal of Catalysis, ISSN 0021-9517, 12/2016, Volume 344, pp. 229 - 235
[Display omitted] •Structural and thermochemical properties of N-alkoxyphthalimides were studied.•Their thermal homolysis over 100°C favors their industrial... 
Thermochemistry | Hydroxyimide | Oxidation | Homolysis | Structure | Organocatalysis | Radicals | ACID | MECHANISM | CHEMISTRY, PHYSICAL | METAL-ORGANIC FRAMEWORK | HYDROXYPHTHALIMIDE | FUNCTIONALIZATION | ENGINEERING, CHEMICAL | KINETICS | CATALYTIC-OXIDATION | OXYL RADICALS | EFFICIENT | MOLECULAR-OXYGEN | Oxidation-reduction reaction | Bonds | Catalysis
Journal Article
Journal Article
IEEE transactions on multimedia, ISSN 1941-0077, 2019, Volume 21, Issue 12, pp. 2985 - 2996
The good generalization performance of conventional pattern classifiers often relies on the size of training data labeled by costly human labor. These days,... 
web image search | Semantics | Neural networks | text representation | Feature extraction | Semantic matching neural network | semantic filter | Image classification | COMPUTER SCIENCE, SOFTWARE ENGINEERING | image classification | COMPUTER SCIENCE, INFORMATION SYSTEMS | TELECOMMUNICATIONS | SELECTION | SCENE | LOW-RANK
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2019, Volume 329, pp. 103 - 115
In this work, we explore how to use external and auxiliary web text to improve image classification. The keystone of web text-aided image classification is the... 
Image recognition | Semantic convolutional neural network | Multi-modal learning | Text representation | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | FEATURES
Journal Article
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), ISSN 2329-9290, 04/2017, Volume 25, Issue 4, pp. 885 - 894
...Task Independent Fine Tuning for Word Embeddings Xuefeng Yang, Member, IEEE, and Kezhi Mao, Member, IEEE Abstract Representation learning of words, also known... 
Context | Training | Semantics | word embedding | Training data | word representation learning | Sparse matrices | Tuning | Context modeling | Fine tuning | LANGUAGE | ACOUSTICS | NEURAL-NETWORKS | ENGINEERING, ELECTRICAL & ELECTRONIC | Cognition & reasoning
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2019, Volume 335, pp. 105 - 118
Feature fusion aims to provide enhancements of data authenticity in both traditional and deep learning pattern analysis. Canonical correlation analysis (CCA)... 
Redundancy elimination | Feature fusion | Pattern classification | Canonical correlation analysis | CONVOLUTIONAL NEURAL-NETWORKS | INFORMATION | REPRESENTATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Neural networks | Analysis
Journal Article
IEEE Intelligent Systems, ISSN 1541-1672, 11/2013, Volume 28, Issue 6, pp. 30 - 59
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 09/2016, Volume 56, pp. 291 - 299
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2019, Volume 357, pp. 24 - 35
Automatic video description, or video captioning, is a challenging yet much attractive task. It aims to combine video with text. Multiple methods have been... 
Video structure | Video captioning | Feature extraction | LSTM | Semantic concept | REPRESENTATION | CLASSIFICATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Neural networks | Analysis
Journal Article