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Knowledge Based Systems, Volume 163
Volume 163, January 2019
- Yong Chen, Hui Zhang, Rui Liu, Zhiwen Ye, Jianying Lin:
Experimental explorations on short text topic mining between LDA and NMF based Schemes. 1-13 - Haibo Yu, Ying Tan, Chaoli Sun, Jianchao Zeng:
A generation-based optimal restart strategy for surrogate-assisted social learning particle swarm optimization. 14-25 - Wagner J. F. Silva
, Renata M. C. R. Souza, Francisco José de A. Cysneiros:
Polygonal data analysis: A new framework in symbolic data analysis. 26-35 - Xi Wang, Shukai Li, Tao Tang, Xiaoning Wang, Jing Xun:
Intelligent operation of heavy haul train with data imbalance: A machine learning method. 36-50 - Yuanyuan Chen, Zhang Yi:
Locality-constrained least squares regression for subspace clustering. 51-56 - Weijian Chen, Chen Xu, Bin Zou, Huidong Jin
Kernelized Elastic Net Regularization based on Markov selective sampling. 57-68 - Qi-dong Liu
An improved path-based clustering algorithm. 69-81 - Rong Cheng, Yanping Bai, Yu Zhao, Xiuhui Tan, Ting Xu:
Improved fireworks algorithm with information exchange for function optimization. 82-90 - Wei Yao, Yanhong She, Ling-Xia Lu:
Metric-based L-fuzzy rough sets: Approximation operators and definable sets. 91-102 - Hengrong Ju, Witold Pedrycz, Huaxiong Li, Weiping Ding, Xibei Yang, Xianzhong Zhou:
Sequential three-way classifier with justifiable granularity. 103-119 - Junkai Ji
Approximate logic neuron model trained by states of matter search algorithm. 120-130 - Jie Yang, Guoyin Wang
Optimal granularity selection based on cost-sensitive sequential three-way decisions with rough fuzzy sets. 131-144 - Zhi-Fen He, Ming Yang, Yang Gao, Hui-Dong Liu, Yilong Yin:
Joint multi-label classification and label correlations with missing labels and feature selection. 145-158 - Ailing Yang, Weide Li
Short-term electricity load forecasting based on feature selection and Least Squares Support Vector Machines. 159-173 - Parvin Razzaghi, Parisa Razzaghi, Karim Abbasi
Transfer subspace learning via low-rank and discriminative reconstruction matrix. 174-185 - Konstantinos Liagkouras:
A new three-dimensional encoding multiobjective evolutionary algorithm with application to the portfolio optimization problem. 186-203 - Yifu Zeng, Guo Chen, Kenli Li, Yantao Zhou, Xu Zhou, Keqin Li:
M-Skyline: Taking sunk cost and alternative recommendation in consideration for skyline query on uncertain data. 204-213 - Matthew Mantle
Large scale distributed spatio-temporal reasoning using real-world knowledge graphs. 214-226 - Lan Bai, Yuan-Hai Shao, Zhen Wang, Chun-Na Li:
Clustering by twin support vector machine and least square twin support vector classifier with uniform output coding. 227-240 - Tanmoy Chakraborty
Ensemble-based overlapping community detection using disjoint community structures. 241-251 - Haijiao Xu, Changqin Huang
Enhancing semantic image retrieval with limited labeled examples via deep learning. 252-266 - Yali Si, Fuzhi Zhang, Wenyuan Liu:
An adaptive point-of-interest recommendation method for location-based social networks based on user activity and spatial features. 267-282 - Weiguo Zhao
Atom search optimization and its application to solve a hydrogeologic parameter estimation problem. 283-304 - Yejun Xu, Feng Ma, Francisco Herrera:
Revisiting inconsistent judgments for incomplete fuzzy linguistic preference relations: Algorithms to identify and rectify ordinal inconsistencies. 305-319 - Wenhao Shu, Wenbin Qian, Yonghong Xie:
Incremental approaches for feature selection from dynamic data with the variation of multiple objects. 320-331 - Hongyu Liu, Bo Lang, Ming Liu, Hanbing Yan:
CNN and RNN based payload classification methods for attack detection. 332-341 - Kamaleddin Yaghoobirafi, Eslam Nazemi:
An approach to XBRL interoperability based on Ant Colony Optimization algorithm. 342-357 - Mi Zhou, Xinbao Liu, Jian-Bo Yang
Evidential reasoning approach with multiple kinds of attributes and entropy-based weight assignment. 358-375 - Yaxiong Zeng, Diego Klabjan:
Online adaptive machine learning based algorithm for implied volatility surface modeling. 376-391 - Hong He, Yonghong Tan, Jianfeng Xing:
Unsupervised classification of 12-lead ECG signals using wavelet tensor decomposition and two-dimensional Gaussian spectral clustering. 392-403 - Zhongying Zhao
An incremental method to detect communities in dynamic evolving social networks. 404-415 - Xingwang Zhao
A stratified sampling based clustering algorithm for large-scale data. 416-428 - Yehong Peng, Yizhen Fang, Zhiwen Xie, Guangyou Zhou:
Topic-enhanced emotional conversation generation with attention mechanism. 429-437 - You-Ren Wang
Planetary gearbox fault feature learning using conditional variational neural networks under noise environment. 438-449 - Xiaoan Yan
Intelligent fault diagnosis of rotating machinery using improved multiscale dispersion entropy and mRMR feature selection. 450-471 - Dongjin Yu, Chengfei Liu
Forecasting short-term traffic speed based on multiple attributes of adjacent roads. 472-484 - Xiaofeng Yuan
Singular value decomposition based recommendation using imputed data. 485-494 - Xuanhua Xu, Xuanpeng Yin, Xiaohong Chen:
A large-group emergency risk decision method based on data mining of public attribute preferences. 495-509 - Zhao Kang, Liangjian Wen, Wenyu Chen, Zenglin Xu:
Low-rank kernel learning for graph-based clustering. 510-517 - Mohamed Atef Mosa
A survey of multiple types of text summarization with their satellite contents based on swarm intelligence optimization algorithms. 518-532 - Zhong Zhao, Guocan Feng
Novel orthogonal based collaborative dictionary learning for efficient face recognition. 533-545 - Yongquan Zhou, Haizhou Wu, Qifang Luo, Mohamed Abdel-Baset:
Automatic data clustering using nature-inspired symbiotic organism search algorithm. 546-557 - Mohammad Karim Sohrabi, Hossein Azgomi
Evolutionary game theory approach to materialized view selection in data warehouses. 558-571 - Ning Dong, Cai Dai:
An improvement decomposition-based multi-objective evolutionary algorithm using multi-search strategy. 572-580 - Marziyeh Karimi, Amir Hossein Niknamfar, Seyed Taghi Akhavan Niaki
An application of fuzzy-logic and grey-relational ANP-based SWOT in the ceramic and tile industry. 581-594 - Andrés R. Masegosa, Ana M. Martínez
AMIDST: A Java toolbox for scalable probabilistic machine learning. 595-597 - Wenjie You, Zijiang Yang, Guangbao Guo, Xiu-Feng Wan, Guoli Ji:
Prediction of DNA-binding proteins by interaction fusion feature representation and selective ensemble. 598-610 - Junwei Liang, Maode Ma, Muhammad Sadiq, Kai-Hau Yeung
A filter model for intrusion detection system in Vehicle Ad Hoc Networks: A hidden Markov methodology. 611-623 - Wenting Ye, Hongjun Wang, Shan Yan, Tianrui Li
Nonnegative matrix factorization for clustering ensemble based on dark knowledge. 624-631 - Tong Wu, Kun Zhang
A two-stage social trust network partition model for large-scale group decision-making problems. 632-643 - Rahimpour Cami Bagher, Hamid Hassanpour
User preferences modeling using dirichlet process mixture model for a content-based recommender system. 644-655 - Yuan Yao, Xutao Li, Yunming Ye, Feng Liu, Michael K. Ng, Zhichao Huang
Low-resolution image categorization via heterogeneous domain adaptation. 656-665 - Carlos Fernandez-Basso
Finding tendencies in streaming data using Big Data frequent itemset mining. 666-674 - Behnam Vahdani
Bi-objective optimization for integrating quay crane and internal truck assignment with challenges of trucks sharing. 675-692 - Luís Paulo F. Garcia, Jens Lehmann
New label noise injection methods for the evaluation of noise filters. 693-704 - Siqi Ren, Wen Zhu, Bo Liao, Zeng Li, Peng Wang
Selection-based resampling ensemble algorithm for nonstationary imbalanced stream data learning. 705-722 - Jose L. Salmeron
Learning Fuzzy Cognitive Maps with modified asexual reproduction optimisation algorithm. 723-735 - Yutong Wu
Dual pattern-enhanced representations model for query-focused multi-document summarisation. 736-748 - Peter Bugata
Weighted nearest neighbors feature selection. 749-761 - Xiaoyang Chen, Hongwei Huo
An efficient algorithm for graph edit distance computation. 762-775 - Zhang Yi, Yan Yang, Tianrui Li
A multitask multiview clustering algorithm in heterogeneous situations based on LLE and LE. 776-786 - Xiao-Juan Zhu, Chao-Qin Feng, Hong-Yan Lai, Wei Chen
Predicting protein structural classes for low-similarity sequences by evaluating different features. 787-793 - Roy De Kleijn
The effect of context-dependent information and sentence constructions on perceived humanness of an agent in a Turing test. 794-799 - Rex H.-G. Chen
Unsupervised cluster analyses of character networks in fiction: Community structure and centrality. 800-810 - Chengxiang Hu, Li Zhang, Bangjun Wang, Zhao Zhang
Incremental updating knowledge in neighborhood multigranulation rough sets under dynamic granular structures. 811-829 - Antonio Galicia, Ricardo L. Talavera-Llames
Multi-step forecasting for big data time series based on ensemble learning. 830-841 - He Jiang
Structural regularization in quadratic logistic regression model. 842-857 - Diana Carrera, Lourenço P. C. Bandeira, Roberto Santana, José Antonio Lozano:
Detection of sand dunes on Mars using a regular vine-based classification approach. 858-874 - Hong Peng, Jun Wang, Mario J. Pérez-Jiménez, Agustín Riscos-Núñez
Dynamic threshold neural P systems. 875-884 - Matthew X. Yao
Granularity measures and complexity measures of partition-based granular structures. 885-897 - Junyu Dong, Lina Wang, Jun Liu, Ying Gao, Lin Qi, Xin Sun
A procedural texture generation framework based on semantic descriptions. 898-906 - Mohammed Falah Allawi
Forecasting hydrological parameters for reservoir system utilizing artificial intelligent models and exploring their influence on operation performance. 907-926 - Gert Janssenswillen, Benoît Depaire
bupaR: Enabling reproducible business process analysis. 927-930 - Daniel Ayala
TAPON: A two-phase machine learning approach for semantic labelling. 931-943 - Zeynep Zengin Alp, Sule Gündüz Ögüdücü:
Influence Factorization for identifying authorities in Twitter. 944-954 - Roberta Akemi Sinoara
Knowledge-enhanced document embeddings for text classification. 955-971 - Lu Zhao, Yonghua Zhou, Huapu Lu, Hamido Fujita
Parallel computing method of deep belief networks and its application to traffic flow prediction. 972-987 - Pedro Henrique Melo Albuquerque, Denis Ribeiro do Valle, Daijiang Li:
Bayesian LDA for mixed-membership clustering analysis: The Rlda package. 988-995 - Qianjuan Tuo, Hong Zhao, Qinghua Hu:
Hierarchical feature selection with subtree based graph regularization. 996-1008 - Hao Wang, Yan Yang, Bing Liu, Hamido Fujita
A study of graph-based system for multi-view clustering. 1009-1019 - Peng Shi, Manyu Zhao, Wanyuan Wang, Yifeng Zhou, Jiuchuan Jiang, Jinyu Zhang
Best of both worlds: Mitigating imbalance of crowd worker strategic choices without a budget. 1020-1031
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