Contributed by Kay Tancock – k.tancock@elsevier.com
Engineering Applications of Artificial Intelligence
Volume 110 – April 2022
RESEARCH PAPERS:
****• Xiao-Yu Zhang, Chris Watkins, Stefanie Kuenzel, Multi-quantile recurrent neural network for feeder-level probabilistic energy disaggregation considering roof-top solar energy, https://doi.org/10.1016/j.engappai.2022.104707.
• Kangsheng Li, Xin Gao, Xin Jia, Bing Xue, Shiyuan Fu, Zhiyu Liu, Xu Huang, Zijian Huang, Detection of local and clustered outliers based on the density–distance decision graph, https://doi.org/10.1016/j.engappai.2022.104719.
• Tongyi Wei, Xiaopeng Wang, Xinna Li, Shengyang Zhu, Fuzzy subspace clustering noisy image segmentation algorithm with adaptive local variance & non-local information and mean membership linking, https://doi.org/10.1016/j.engappai.2022.104672.
• Yong Wang, Xinbo He, Lei Zhang, Xin Ma, Wenqing Wu, Rui Nie, Pei Chi, Yuyang Zhang, A novel fractional time-delayed grey Bernoulli forecasting model and its application for the energy production and consumption prediction, https://doi.org/10.1016/j.engappai.2022.104683.
• Xin Wu, Yonghui Wang, Lei Chen, Lin Zhang, Lianming Wang, Motion parameters measurement of user-defined key points using 3D pose estimation, https://doi.org/10.1016/j.engappai.2022.104667.
• Huiyuan Zhang, Guiwu Wei, Xudong Chen, SF-GRA method based on cumulative prospect theory for multiple attribute group decision making and its application to emergency supplies supplier selection, https://doi.org/10.1016/j.engappai.2022.104679.
• Rongtao Xu, Ye Li, Changwei Wang, Shibiao Xu, Weiliang Meng, Xiaopeng Zhang, Instance segmentation of biological images using graph convolutional network, https://doi.org/10.1016/j.engappai.2022.104739.
• Will Serrano, Deep Reinforcement Learning with the Random Neural Network, https://doi.org/10.1016/j.engappai.2022.104751.
• Anil Kumar, P.S.V.S. Sai Prasad, Enhancing the scalability of fuzzy rough set approximate reduct computation through fuzzy min–max neural network and crisp discernibility relation formulation, https://doi.org/10.1016/j.engappai.2022.104697.
• Chengkuan Zeng, Guiqing Qi, Zixuan Liu, Jiafu Tang, Zhi-Ping Fan, Chongjun Yan, Auction-based approach with improved disjunctive graph model for job shop scheduling problem with parallel batch processing, https://doi.org/10.1016/j.engappai.2022.104735.
• Scindhiya Laxmi, S.K. Gupta, Multi-category intuitionistic fuzzy twin support vector machines with an application to plant leaf recognition, https://doi.org/10.1016/j.engappai.2022.104687.
• Lei Zheng, Rui Yang, Zhixuan Wu, Jiesen Pan, Hui Cheng, Safe learning-based gradient-free model predictive control based on cross-entropy method, https://doi.org/10.1016/j.engappai.2022.104731.
• Yu Xue, Qi Zhang, Yan Zhao, An improved brain storm optimization algorithm with new solution generation strategies for classification, https://doi.org/10.1016/j.engappai.2022.104677.
• Ruben Tolosana, Sergio Romero-Tapiador, Ruben Vera-Rodriguez, Ester Gonzalez-Sosa, Julian Fierrez, DeepFakes detection across generations: Analysis of facial regions, fusion, and performance evaluation, https://doi.org/10.1016/j.engappai.2022.104673.
• Mirko Mazzoleni, Gabriele Maroni, Simone Formentin, Fabio Previdi, A kernel-based control approach for multi-period assets allocation based on lower partial moments, https://doi.org/10.1016/j.engappai.2021.104659.
• Julio B. Clempner, Reveling misleading information for defenders and attackers in repeated Stackelberg Security Games, https://doi.org/10.1016/j.engappai.2022.104703.
• Jiawen Qin, Jinyan Wang, Qiyu Li, Shijian Fang, Xianxian Li, Lei Lei, Differentially private frequent episode mining over event streams, https://doi.org/10.1016/j.engappai.2022.104681.
• Essam H. Houssein, Ibrahim E. Ibrahim, Mohammed Kharrich, Salah Kamel, An improved marine predators algorithm for the optimal design of hybrid renewable energy systems, https://doi.org/10.1016/j.engappai.2022.104722.
• Lichao Meng, Hongzu Su, Chunwei Lou, Jingjing Li, Cross-domain Mutual Information Adversarial Maximization, https://doi.org/10.1016/j.engappai.2022.104665.
• Kakuli Mishra, Srinka Basu, Ujjwal Maulik, Graft: A graph based time series data mining framework, https://doi.org/10.1016/j.engappai.2022.104695.
• Shuo Zhang, Zhiwen Liu, Sihai He, Jinglin Wang, Lufeng Chen, Improved double TQWT sparse representation using the MQGA algorithm and new norm for aviation bearing compound fault detection, https://doi.org/10.1016/j.engappai.2022.104741.
• Shuhui Wang, Wei Hu, Ignacio Riego, Yongguang Yu, Improved surrogate-assisted whale optimization algorithm for fractional chaotic systems ’ parameters identification, https://doi.org/10.1016/j.engappai.2022.104685.
• Lida Huang, Gang Liu, Yan Wang, Hongyong Yuan, Tao Chen, Fire detection in video surveillances using convolutional neural networks and wavelet transform, https://doi.org/10.1016/j.engappai.2022.104737.
• M. Kas, I. Kajo, Y. Ruichek, Coarse-to-fine SVD-GAN based framework for enhanced frame synthesis, https://doi.org/10.1016/j.engappai.2022.104699.
• Sergio Baltierra, Jonathan Valdebenito, Marco Mora, A proposal of edge detection in images with multiplicative noise using the Ant Colony System algorithm, https://doi.org/10.1016/j.engappai.2022.104715.
• Hui Zeng, Xiaohui Cui, SimCLRT: A Simple Framework for Contrastive Learning of Rumor Tracking, https://doi.org/10.1016/j.engappai.2022.104757.
• Chongyang Ding, Shan Wen, Wenwen Ding, Kai Liu, Evgeny Belyaev, Temporal segment graph convolutional networks for skeleton-based action recognition, https://doi.org/10.1016/j.engappai.2022.104675.
• Mingcheng Zuo, Guangming Dai, Lei Peng, Zhe Tang, Dunwei Gong, Qinxia Wang, A differential evolution algorithm with the guided movement for population and its application to interplanetary transfer trajectory design, https://doi.org/10.1016/j.engappai.2022.104727.
• Bo-Ying Huang, Shi-Chun Tsai, Solving hard-exploration problems with counting and replay approach, https://doi.org/10.1016/j.engappai.2022.104701.
SHORT SURVEY:
• Menghan Li, Bin Huang, Guohui Tian, A comprehensive survey on 3D face recognition methods, https://doi.org/10.1016/j.engappai.2022.104669.
• Absalom E. Ezugwu, Abiodun M. Ikotun, Olaide O. Oyelade, Laith Abualigah, Jeffery O. Agushaka, Christopher I. Eke, Andronicus A. Akinyelu, A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects, https://doi.org/10.1016/j.engappai.2022.104743.
SPECIAL ISSUE ON INTELLIGENT CONTROL AND OPTIMISATION:
• Sauranil Debarshi, Suresh Sundaram, Narasimhan Sundararajan, Robust EMRAN-aided coupled controller for autonomous vehicles, https://doi.org/10.1016/j.engappai.2022.104717.
• Zhenzhen Jin, Deqiang He, Zexian Wei, Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN, https://doi.org/10.1016/j.engappai.2022.104713.
• Francesco Cordoni, Gianluca Bacchiega, Giulio Bondani, Robert Radu, Riccardo Muradore, A multi–modal unsupervised fault detection system based on power signals and thermal imaging via deep AutoEncoder neural network, https://doi.org/10.1016/j.engappai.2022.104729.
