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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:12/0  |  Submit date:2019/02/13
Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling  
Entity linking facing incomplete knowledge base Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Zhang S.;  Lou J.;  Zhou X.;  Jia W.
Favorite  |  View/Download:7/0  |  Submit date:2019/02/11
Co-attention mechanism  Entity linking  Neural network  
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:8/0  |  Submit date:2019/02/13
Deep learning  Energy prediction  IoT smart home  Time-series forecasting  
Similarity majority under-sampling technique for easing imbalanced classification problem Conference paper
Communications in Computer and Information Science
Authors:  Li J.;  Fong S.;  Hu S.;  Wong R.K.;  Mohammed S.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Imbalanced classification  Similarity measure  SMUTE  Under-sampling  
Mesh denoising with local guided normal filtering and non-local similarity Conference paper
Communications in Computer and Information Science
Authors:  Zhao W.;  Liu X.;  Zhou J.;  Zhao D.;  Gao W.
Favorite  |  View/Download:5/0  |  Submit date:2018/12/22
Guidance normal  Mesh denoising  Normal filtering  Similarity  
Neural network based dynamic surface second order sliding mode control for AUVs Conference paper
Communications in Computer and Information Science
Authors:  Zhang K.;  Li T.;  Li Z.;  Philip Chen C.L.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Autonomous underwater vehicle (AUV)  Dynamic surface control (DSC)  Hyperbolic tangent function  Neural network (NN)  Second order sliding mode control  Trajectory tracking  
Adaptive terminal sliding mode control for formations of underactuated vessels Conference paper
Communications in Computer and Information Science
Authors:  Wang Y.;  Li T.;  Philip Chen C.L.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Finite time stability  Formation control  Sliding mode control  Underactuated ships  
Learning deep feature fusion for group images classification Conference paper
Communications in Computer and Information Science
Authors:  Zhao W.;  Wang Y.;  Chen X.;  Tang Y.;  Liu Q.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Group images understanding  Image classification  Social activity analysis  Social media  
Rare event prediction using similarity majority under-sampling technique Conference paper
Communications in Computer and Information Science
Authors:  Li J.;  Fong S.;  Hu S.;  Chu V.W.;  Wong R.K.;  Mohammed S.;  Dey N.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Imbalanced classification  Similarity measure  SMUTE  Under-Sampling  
A novel RBF neural model for single flow zinc nickel batteries Conference paper
Communications in Computer and Information Science
Authors:  Li X.;  Li K.;  Yang Z.;  Wong C.
Favorite  |  View/Download:3/0  |  Submit date:2019/03/04
Radial Basis Function (RBF)  Teaching-Learning-Feedback-Based Optimization (TLFBO)  Zinc Nickel Batteries (ZNBs)