Knowledge-Based Systems, Volume 241

Volume 241, April 2022

Research Articles

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  Qian Li, Qingyuan Hu, Saiyu Qi, Yong Qi, Di Wu, Yun Lin, Jin Song Dong:
  Stochastic Ghost Batch for Self-distillation with Dynamic Soft Label. 107936
• 
  Kunal Biswas, Palaiahnakote Shivakumara, Umapada Pal, Tapabrata Chakraborti, Tong Lu, Mohamad Nizam Bin Ayub:
  Fuzzy and genetic algorithm based approach for classification of personality traits oriented social media images. 108024
• 
  Guobing Zou, Tengfei Li, Ming Jiang, Shengxiang Hu, Chenhong Cao, Bofeng Zhang, Yanglan Gan, Yixin Chen:
  DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration. 108062
• 
  Shu-Chuan Chu, Xing-Wei Xu, Shuangyuan Yang, Jeng-Shyang Pan:
  Parallel fish migration optimization with compact technology based on memory principle for wireless sensor networks. 108124
• 
  Chanhee Lee, Yoonji Baek, Jerry Chun-Wei Lin, Tin C. Truong, Unil Yun:
  Advanced uncertainty based approach for discovering erasable product patterns. 108134
• 
  Xianchao Zhu, Ruiyuan Zhang, William Zhu:
  MDMD options discovery for accelerating exploration in sparse-reward domains. 108151
• 
  Jiuchuan Jiang, Yuan Li, Y. Jiang, Zhan Bu, Jie Cao:
  An intermediary utility-based service search and structure organization approach in service-oriented MAS. 108154
• 
  Bo Liu, Changdong Liu, Yanshan Xiao, Laiwang Liu, Weibin Li, Xiaodong Chen:
  AdaBoost-based transfer learning method for positive and unlabelled learning problem. 108162
• 
  Yuhao Zhou, Ruijie Wang, Yi-Cheng Zhang, An Zeng, Matús Medo:
  Improving PageRank using sports results modeling. 108168
• 
  Ye Liu, Michael K. Ng:
  Deep neural network compression by Tucker decomposition with nonlinear response. 108171

Special issue on Explainability of Machine Learning in Methodologies and Applications

• 
  Aiman Solyman, Zhenyu Wang, Qian Tao, Arafat Abdulgader Mohammed Elhag, Rui Zhang, Zeinab Mahmoud:
  Automatic Arabic Grammatical Error Correction based on Expectation-Maximization routing and target-bidirectional agreement. 108180

Research Articles

• 
  Hualong Cao, Haifeng Wang, Ni Zhang, Yang Yang, Ziyun Zhou:
  Robust probability model based on variational Bayes for point set registration. 108182
• 
  Wei Fang, Haolin Zhu, Yi Mei:
  Hybrid meta-heuristics for the unrelated parallel machine scheduling problem with setup times. 108193
• 
  Zhe Zhang, Xuying Yang, Lingfei Shi, Bingbing Wang, Zhenhong Du, Feng Zhang, Renyi Liu:
  A neural network framework for fine-grained tropical cyclone intensity prediction. 108195

Special issue on Deep Learning

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  Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su:
  RHMC: Modeling consistent information from deep multiple views via Regularized and Hybrid Multiview Coding. 108201

Special issue on Explainability of Machine Learning in Methodologies and Applications

• 
  Runshan Xie, Shitong Wang:
  A wide interpretable Gaussian Takagi-Sugeno-Kang fuzzy classifier and its incremental learning. 108203

Research Articles

• 
  Cheng Tang, Yuki Todo, Junkai Ji, Zheng Tang:
  A novel motion direction detection mechanism based on dendritic computation of direction-selective ganglion cells. 108205

Special issue on Deep Learning

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  Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Anja Keskinarkaus, Tapio Seppänen, Pinaki Sarder:
  SAM: Self-augmentation mechanism for COVID-19 detection using chest X-ray images. 108207

Research Articles

• 
  Xueqing Yan, Mengnan Tian:
  Differential evolution with two-level adaptive mechanism for numerical optimization. 108209
• 
  Wentao Ma, Tongqing Zhou, Jiaohua Qin, Qingyang Zhou, Zhiping Cai:
  Joint-attention feature fusion network and dual-adaptive NMS for object detection. 108213
• 
  Pin Tang, Pinli Yang, Dong Nie, Xi Wu, Jiliu Zhou, Yan Wang:
  Unified medical image segmentation by learning from uncertainty in an end-to-end manner. 108215
• 
  Sima Mayabadi, Hamid Saadatfar:
  Two density-based sampling approaches for imbalanced and overlapping data. 108217
• 
  Yaowen Hu, Jialei Zhan, Guoxiong Zhou, Aibin Chen, Weiwei Cai, Kun Guo, Yahui Hu, Liujun Li:
  Fast forest fire smoke detection using MVMNet. 108219

Short Communication

• 
  Lan Yan, Wenbo Zheng, Chao Gou, Fei-Yue Wang:
  IPGAN: Identity-Preservation Generative Adversarial Network for unsupervised photo-to-caricature translation. 108223

Research Articles

• 
  Ta Bao Thang, Huynh Thi Thanh Binh:
  A hybrid multifactorial evolutionary algorithm and firefly algorithm for the clustered minimum routing cost tree problem. 108225
• 
  David Hilman, Ovidiu Serban:
  A unified Link Prediction architecture applied on a novel heterogenous Knowledge Base. 108228
• 
  Kaifa Hui, Xiang-Jun Shen, Stanley Ebhohimhen Abhadiomhen, Yong-Zhao Zhan:
  Robust low-rank representation via residual projection for image classification. 108230
• 
  Jianwei Zhang, Pan Zhang, Dongyue Guo, Yang Zhou, Yuankai Wu, Bo Yang, Yi Lin:
  Automatic repetition instruction generation for air traffic control training using multi-task learning with an improved copy network. 108232
• 
  Patrick Westphal, Tobias Grubenmann, Diego Collarana, Simon Bin, Lorenz Bühmann, Jens Lehmann:
  Spatial concept learning and inference on geospatial polygon data. 108233
• 
  Hao Liu, Shuwang Zhou, Changfang Chen, Tianlei Gao, Jiyong Xu, Minglei Shu:
  Dynamic knowledge graph reasoning based on deep reinforcement learning. 108235
• 
  Deepthi Praveenlal Kuttichira, Sunil Gupta, Dang Nguyen, Santu Rana, Svetha Venkatesh:
  Verification of integrity of deployed deep learning models using Bayesian Optimization. 108238
• 
  Xin Huang, Hongyu Hou, Mingyao Sun:
  A novel temporal recommendation method based on user query topic evolution. 108239
• 
  Tao Yi, Shanfan Zhang, Zhan Bu, Jinwei Du, Changjian Fang:
  Link prediction based on higher-order structure extraction and autoencoder learning in directed networks. 108241
• 
  Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Nagore Barrena:
  Consensus graph and spectral representation for one-step multi-view kernel based clustering. 108250
• 
  Zhi-Ri Tang, Ruihan Hu, Yanhua Chen, Zhao-Hui Sun, Ming Li:
  Multi-expert learning for fusion of pedestrian detection bounding box. 108254
• 
  Yuling Fan, Baihua Chen, Weiqin Huang, Jinghua Liu, Wei Weng, Weiyao Lan:
  Multi-label feature selection based on label correlations and feature redundancy. 108256

Special issue on Deep Learning

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  Weihao Tan, Robert Kozma, Devdhar Patel:
  Optimization methods for improved efficiency and performance of Deep Q-Networks upon conversion to neuromorphic population platforms. 108257

Research Articles

• 
  Emrah Hancer, Bing Xue, Mengjie Zhang:
  Fuzzy filter cost-sensitive feature selection with differential evolution. 108259

Short Communication

• 
  Martin Trnecka, Marketa Trneckova:
  Boolean matrix factorization with background knowledge. 108261

Research Articles

• 
  Ido Finder, Eitam Sheetrit, Nir Nissim:
  Time-interval temporal patterns can beat and explain the malware. 108266
• 
  Mingzhou Xu, Baosong Yang, Derek F. Wong, Lidia S. Chao:
  Multi-view self-attention networks. 108268
• 
  Abdullah Mohammed Shaheen, Abdallah M. Elsayed, Ahmed Rabie Ginidi, Ragab A. El-Sehiemy, Ehab E. Elattar:
  A heap-based algorithm with deeper exploitative feature for optimal allocations of distributed generations with feeder reconfiguration in power distribution networks. 108269

Special issue on Knowledge-Graph-Enabled Artificial Intelligence

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  Xiangyu Song, Jianxin Li, Qi Lei, Wei Zhao, Yunliang Chen, Ajmal Mian:
  Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing. 108274

Research Articles

• 
  Qiuye Jin, Mingzhi Yuan, Qin Qiao, Zhijian Song:
  One-shot active learning for image segmentation via contrastive learning and diversity-based sampling. 108278
• 
  Jianyu Miao, Tiejun Yang, Chao Fan, Zhensong Chen, Xuan Fei, Xuchan Ju, Ke Wang, Mingliang Xu:
  Self-paced non-convex regularized analysis-synthesis dictionary learning for unsupervised feature selection. 108279
• 
  Like Zhang, Qianwang Deng, Bingxin Miao, Xiaoyan Liu, Haidong Shao:
  Parallel service mode of production and inventory for spare part inventory optimization. 108282

Special issue on Explainability of Machine Learning in Methodologies and Applications

• 
  Jun Yuan, Guidong Zhang, Samson S. Yu, Zhe Chen, Zhong Li, Yun Zhang:
  A multi-timescale smart grid energy management system based on adaptive dynamic programming and Multi-NN Fusion prediction method. 108284

Research Articles

• 
  Frédéric Ros, Serge Guillaume, Rabia Riad, Mohamed El Hajji:
  Detection of natural clusters via S-DBSCAN a Self-tuning version of DBSCAN. 108288
• 
  Wei Zheng, Jingyuan Cheng, Xiaoxue Wu, Ruiyang Sun, Xiaolong Wang, Xiaobing Sun:
  Domain knowledge-based security bug reports prediction. 108293
• 
  Zhijun Ren, Yongsheng Zhu, Wei Kang, Hong Fu, Qingbo Niu, Dawei Gao, Ke Yan, Jun Hong:
  Adaptive cost-sensitive learning: Improving the convergence of intelligent diagnosis models under imbalanced data. 108296
• 
  Qiang Wu, Jianqing Wu, Jun Shen, Bo Du, Akbar Telikani, Mahdi Fahmideh, Chao Liang:
  Distributed agent-based deep reinforcement learning for large scale traffic signal control. 108304
• 
  Tingyu Ye, Wenjun Wang, Hui Wang, Zhihua Cui, Yun Wang, Jia Zhao, Min Hu:
  Artificial bee colony algorithm with efficient search strategy based on random neighborhood structure. 108306
• 
  Hongrun Wu, Yutao Ma, Zhenglong Xiang, Chen Yang, Keqing He:
  A spatial-temporal graph neural network framework for automated software bug triaging. 108308
• 
  Huidong Li, Xingchen Peng, Jie Zeng, Jianghong Xiao, Dong Nie, Chen Zu, Xi Wu, Jiliu Zhou, Yan Wang:
  Explainable attention guided adversarial deep network for 3D radiotherapy dose distribution prediction. 108324
• 
  Chunlin Li, Kun Jiang, Youlong Luo:
  Dynamic placement of multiple controllers based on SDN and allocation of computational resources based on heuristic ant colony algorithm. 108330
• 
  Yuan Li, Li Liu, Guoyin Wang, Yong Du, Penggang Chen:
  EGNN: Constructing explainable graph neural networks via knowledge distillation. 108345