Issue 11/2019
Content (25 Articles)
An optimization algorithm guided by a machine learning approach
Erik Cuevas, Jorge Galvez
A novel modified gravitational search algorithm for the real world optimization problem
Lingling Huang, Chuandong Qin
HashEclat: an efficient frequent itemset algorithm
Chunkai Zhang, Panbo Tian, Xudong Zhang, Qing Liao, Zoe L. Jiang, Xuan Wang
A decomposition based multiobjective evolutionary algorithm with self-adaptive mating restriction strategy
Xin Li, Hu Zhang, Shenmin Song
Information geometry enhanced fuzzy deep belief networks for sentiment classification
Meng Wang, Zhen-Hu Ning, Tong Li, Chuang-Bai Xiao
A memetic approach for training set selection in imbalanced data sets
Bahareh Nikpour, Hossein Nezamabadi-pour
Classifying imbalanced data using ensemble of reduced kernelized weighted extreme learning machine
Bhagat Singh Raghuwanshi, Sanyam Shukla
An ensemble bat algorithm for large-scale optimization
Xingjuan Cai, Jiangjiang Zhang, Hao Liang, Lei Wang, Qidi Wu
PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning
Shaowei Yu, Xuebing Yang, Wensheng Zhang
Transfer channel pruning for compressing deep domain adaptation models
Chaohui Yu, Jindong Wang, Yiqiang Chen, Xin Qin
SegFast-V2: Semantic image segmentation with less parameters in deep learning for autonomous driving
Swarnendu Ghosh, Anisha Pal, Shourya Jaiswal, K. C. Santosh, Nibaran Das, Mita Nasipuri
Enhance the recognition ability to occlusions and small objects with Robust Faster R-CNN
Tao Zhou, Zhixin Li, Canlong Zhang
Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series
Hongyue Guo, Lidong Wang, Xiaodong Liu
Interval stability analysis of power systems with wind turbine based on three-mass shaft model
Zhanhui Lu, Fanting Xu, Junqiang Wei, Fangcheng Lv
A robust self-weighted SELO regression model
Meihong Su, Yaqing Guo, Changqian Men, Wenjian Wang
Robust visual tracking using discriminative sparse collaborative map
Zhenghua Zhou, Weidong Zhang, Jianwei Zhao
Fuzzy rough clustering for categorical data
Shuliang Xu, Shenglan Liu, Jian Zhou, Lin Feng
Double-quantitative multigranulation decision-theoretic rough fuzzy set model
Mengmeng Li, Minghao Chen, Weihua Xu
A knowledge acquisition method based on concept lattice and inclusion degree for ordered information systems
Yong Liu, Xiangping Kang, Duoqian Miao, Deyu Li
A theoretical study on object-oriented and property-oriented multi-scale formal concept analysis
Yanhong She, Xiaoli He, Ting Qian, Qinqin Wang, Wanglin Zeng
Neural variational collaborative filtering with side information for top-K recommendation
Xiaoyi Deng, Fuzhen Zhuang, Zhiguo Zhu
An ensemble multiscale wavelet-GARCH hybrid SVR algorithm for mobile cloud computing workload prediction
Saeed Sharifian, Masoud Barati
Leveraging writing systems changes for deep learning based Chinese affective analysis
Rong Xiang, Qin Lu, Ying Jiao, Yufei Zheng, Wenhao Ying, Yunfei Long
Ensemble RBM-based classifier using fuzzy integral for big data classification
Junhai Zhai, Xu Zhou, Sufang Zhang, Tingting Wang