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Generating Adversarial Perturbation with Root Mean Square Gradient Conference paper
Proceedings of AAAI Workshops, 2019., Honolulu, Hawaii, USA, 2019-1-28
Authors:  Xiao, Yatie;  Pun, Chi-Man;  Zhou, Jiezhe
Favorite  |  View/Download:7/0  |  Submit date:2019/05/21
Non-invasive multi-disease classification via facial image analysis using a convolutional neural network Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Zhang L.;  Zhang B.
Favorite  |  View/Download:1/0  |  Submit date:2019/04/04
Deep learning  Facial image analysis  Medical biometrics  Multi-disease classification  
Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018
Authors:  Azbehadji I.E.;  Millham R.;  Fong S.J.;  Yang H.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling  
Fast multi-object tracking using convolutional neural networks with tracklets updating Conference paper
2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
Authors:  Zhang Y.;  Tang Y.;  Fang B.;  Shang Z.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Deep learning  Hungarian algorithm  Kaiman Filter  Multi-object tracking  
How meta-heuristic algorithms contribute to deep learning in the hype of big data analytics Conference paper
Advances in Intelligent Systems and Computing
Authors:  Fong S.;  Deb S.;  Yang X.-S.
Favorite  |  View/Download:1/0  |  Submit date:2019/02/13
Algorithm design  Deep learning  Meta-heuristic algorithm  Nature-inspired computing algorithms  Neural network training  
Forecasting energy consumption from smart home sensor network by deep learning Conference paper
Communications in Computer and Information Science
Authors:  Dey N.;  Fong S.;  Song W.;  Cho K.
Favorite  |  View/Download:4/0  |  Submit date:2019/02/13
Deep learning  Energy prediction  IoT smart home  Time-series forecasting  
Learning Combinatorial Global and Local Features on 3D Point Clouds Conference paper
2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI), Guangzhou, China, 8-12 Oct. 2018
Authors:  Luqing Luo;  Lulu Tang;  Zhi-Xin Yang
Favorite  |  View/Download:6/0  |  Submit date:2019/04/02
Fuzzy restricted boltzmann machine and deep belief network: A comparison on image reconstruction Conference paper
2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017
Authors:  Shuang F.;  Chen C.L.P.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
DBN  FRBM  Generative  Image reconstruction  
Broad learning system: Feature extraction based on K-means clustering algorithm Conference paper
ICCSS 2017 - 2017 International Conference on Information, Cybernetics, and Computational Social Systems
Authors:  Liu Z.;  Zhou J.;  Chen C.L.P.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
broad learning system  deep learning  feature representation  incremental learning  K-means  random vector functional link networks  Single layer feedforward neural networks  SVD  
Detecting Chinese calligraphy style consistency by deep learning and one-class SVM Conference paper
2017 2nd International Conference on Image, Vision and Computing, ICIVC 2017
Authors:  Jiulong Z.;  Luming G.;  Su Y.;  Sun X.;  Li X.
Favorite  |  View/Download:0/0  |  Submit date:2019/02/14
Calligraphy style  Chinese calligraphy  Deep learning  Feature extraction