Contributed by Kay Tancock, k.tancock@elsevier.com
Engineering Applications of Artificial Intelligence
Volume 106, November 2021
Research Papers
• Bin Huang, Weihai Chen, Chun-Liang Lin, Chia-Feng Juang, Yuanping Xing, Yanting Wang, Jianhua Wang, A neonatal dataset and benchmark for non-contact neonatal heart rate monitoring based on spatio-temporal neural networks, https://doi.org/10.1016/j.engappai.2021.104447
• Linfei Yin, Lichun Chen, Dongduan Liu, Xiao Huang, Fang Gao, Quantum deep reinforcement learning for rotor side converter control of double-fed induction generator-based wind turbines, https://doi.org/10.1016/j.engappai.2021.104451
• Hu Li, Bao Song, Xiaoqi Tang, Yuanlong Xie, Xiangdong Zhou, A multi-objective bat algorithm with a novel competitive mechanism and its application in controller tuning, https://doi.org/10.1016/j.engappai.2021.104453
• Gaocheng Cai, Qinghua Su, Zhongbo Hu, Automated test case generation for path coverage by using grey prediction evolution algorithm with improved scatter search strategy, https://doi.org/10.1016/j.engappai.2021.104454
• Wengsheng Wang, Changkai Zhou, A two-layer aggregation model with effective consistency for large-scale Gaussian process regression, https://doi.org/10.1016/j.engappai.2021.104449
• Zakie Mamashli, Sina Nayeri, Reza Tavakkoli-Moghaddam, Zeinab Sazvar, Nikbakhsh Javadian, Designing a sustainable–resilient disaster waste management system under hybrid uncertainty: A case study, https://doi.org/10.1016/j.engappai.2021.104459
• Chaosheng Zhu, Fuyuan Xiao, A belief Hellinger distance for D–S evidence theory and its application in pattern recognition, https://doi.org/10.1016/j.engappai.2021.104452
• Fulin Gao, Shuai Tan, Hongbo Shi, Zheng Mu, A status-relevant blocks fusion approach for operational status monitoring, https://doi.org/10.1016/j.engappai.2021.104455
• Anis Ben Abdessalem, Estimating the parameters of parametric lifetime distributions through an efficient acceptance–rejection sampler, https://doi.org/10.1016/j.engappai.2021.104457
• Yunhao Zhang, Jiajun Yu, Xinyi Dong, Ping Zhong, Multi-task support vector machine with pinball loss, https://doi.org/10.1016/j.engappai.2021.104458
• Chunpeng Wang, Qixian Hao, Bin Ma, Xiaoming Wu, ... Hongling Gao, Octonion continuous orthogonal moments and their applications in color stereoscopic image reconstruction and zero-watermarking, https://doi.org/10.1016/j.engappai.2021.104450
• Vladislav Karbovskii, Michael Lees, Alva Presbitero, Alexey Kurilkin, Daniil Voloshin, Ivan Derevitskii, Andrey Karsakov, Peter M.A. Sloot, Ensemble learning for large-scale crowd flow prediction, https://doi.org/10.1016/j.engappai.2021.104469
• Huixin Tian, Chang Yuan, Kun Li, Robust optimization of the continuous annealing process based on a novel Multi-Objective Dragonfly Algorithm, https://doi.org/10.1016/j.engappai.2021.104448
• Jingyi He, Hao Zheng, Prediction of crime rate in urban neighborhoods based on machine learning, https://doi.org/10.1016/j.engappai.2021.104460
• Tiancheng Zong, Junhong Li, Guoping Lu, Auxiliary model-based multi-innovation PSO identification for Wiener–Hammerstein systems with scarce measurements, https://doi.org/10.1016/j.engappai.2021.104470
• Ze-yu Liu, Jian-wei Liu, Xin Zuo, Ming-fei Hu, Multi-scale iterative refinement network for RGB-D salient object detection, https://doi.org/10.1016/j.engappai.2021.104473
• Fangna Tao, Liangxiao Jiang, Chaoqun Li, Differential evolution-based weighted soft majority voting for crowdsourcing, https://doi.org/10.1016/j.engappai.2021.104474
• Arindam Sarkar, Mohammad Zubair Khan, Abdulfattah Noorwali, Secured communication using efficient artificial neural synchronization, https://doi.org/10.1016/j.engappai.2021.104478
• Dae-Yong Cho, Min-Koo Kang, Human gaze-aware attentive object detection for ambient intelligence, https://doi.org/10.1016/j.engappai.2021.104471
• Jingli Wu, Jifan Yang, Gaoshi Li, Jinyan Wang, IDM-SPS: Identifying driver module with somatic mutation, PPI network and subcellular localization, https://doi.org/10.1016/j.engappai.2021.104482
• M. Premkumar, Pradeep Jangir, R. Sowmya, Rajvikram Madurai Elavarasan, Many-Objective Gradient-Based Optimizer to Solve Optimal Power Flow Problems: Analysis and Validations, https://doi.org/10.1016/j.engappai.2021.104479
• Zhixin Li, Xiumin Xie, Feng Ling, Huifang Ma, Zhiping Shi, Matching images and texts with multi-head attention network for cross-media hashing retrieval, https://doi.org/10.1016/j.engappai.2021.104475
• Razieh Davashi, UP-tree & UP-Mine: A fast method based on upper bound for frequent pattern mining from uncertain data, https://doi.org/10.1016/j.engappai.2021.104477
• Ping Zhang, Wanfu Gao, Juncheng Hu, Yonghao Li, A conditional-weight joint relevance metric for feature relevancy term, https://doi.org/10.1016/j.engappai.2021.104481
• David Fuentes-Jimenez, Cristina Losada-Gutierrez, David Casillas-Perez, Javier Macias-Guarasa, Daniel Pizarro, Roberto Martin-Lopez, Carlos A. Luna, Towards dense people detection with deep learning and depth images, https://doi.org/10.1016/j.engappai.2021.104484
• Jianwei Zheng, Mengjie Qin, Honghui Xu, Yuchao Feng, Peijun Chen, Shengyong Chen, Tensor completion using patch-wise high order Hankelization and randomized tensor ring initialization, https://doi.org/10.1016/j.engappai.2021.104472
• Miao Xu, Hongfei Liu, A flexible deep learning-aware framework for travel time prediction considering traffic event, https://doi.org/10.1016/j.engappai.2021.104491
• Joseph T. Jose, J. Das, Santosh Kr. Mishra, Gyan Wrat, Early detection and classification of internal leakage in boom actuator of mobile hydraulic machines using SVM, https://doi.org/10.1016/j.engappai.2021.104492
• Chandra Mohan Dasari, Santhosh Amilpur, Raju Bhukya, Exploring variable-length features (motifs) for predicting binding sites through interpretable deep neural networks, https://doi.org/10.1016/j.engappai.2021.104485
• Yiteng Pan, Fazhi He, Xiaohu Yan, Haoran Li, A synchronized heterogeneous autoencoder with feature-level and label-level knowledge distillation for the recommendation, https://doi.org/10.1016/j.engappai.2021.104494
• Jaydeep Rade, Aditya Balu, Ethan Herron, Jay Pathak, Rishikesh Ranade, Soumik Sarkar, Adarsh Krishnamurthy, Algorithmically-consistent deep learning frameworks for structural topology optimization, https://doi.org/10.1016/j.engappai.2021.104483
• Tianhao Gu, Zhe Wang, Ziqiu Chi, Yiwen Zhu, Wenli Du, Unsupervised cycle optimization learning for single-view depth and camera pose with Kalman filter, https://doi.org/10.1016/j.engappai.2021.104488
• Pengcheng Han, Qing Li, Cunbao Ma, Shibiao Xu, Shuhui Bu, Yong Zhao, Ke Li, HMMN: Online metric learning for human re-identification via hard sample mining memory network, https://doi.org/10.1016/j.engappai.2021.104489
• Haifeng Wang, Lvjiyuan Jiang, Qian Zhao, Hao Li, Kai Yan, Yang Yang, Songlin Li, Yungang Zhang, Lianliu Qiao, Cuilian Fu, Hong Yin, Yun Hu, Haibin Yu, Progressive structure network-based multiscale feature fusion for object detection in real-time application, https://doi.org/10.1016/j.engappai.2021.104486
• Cristiano Hora Fontes, Marcelo Embiruçu, An approach combining a new weight initialization method and constructive algorithm to configure a single Feedforward Neural Network for multi-class classification, https://doi.org/10.1016/j.engappai.2021.104495
• Bo Zhang, Chengzhi Yuan, Tao Wang, Hongbo Liu, STENet: A hybrid spatio-temporal embedding network for human trajectory forecasting, https://doi.org/10.1016/j.engappai.2021.104487
• Salima Ouadfel, Mohamed Abd Elaziz, A multi-objective gradient optimizer approach-based weighted multi-view clustering, https://doi.org/10.1016/j.engappai.2021.104480
• Jiawen Li, Tao Yu, Xiaoshun Zhang, Emergency fault affected wide-area automatic generation control via large-scale deep reinforcement learning, https://doi.org/10.1016/j.engappai.2021.104500
• Qun-Xiong Zhu, Kun-Rui Hou, Zhong-Sheng Chen, Zi-Shu Gao, Yuan Xu, Yan-Lin He, Novel virtual sample generation using conditional GAN for developing soft sensor with small data, https://doi.org/10.1016/j.engappai.2021.104497
• Kexin Zhang, Xuezhuan Zhao, Siyuan Peng, Multiple graph regularized semi-supervised nonnegative matrix factorization with adaptive weights for clustering, https://doi.org/10.1016/j.engappai.2021.104499
• Pengfei Zhu, Jiawei Zhang, Yuming Xiao, Jiabin Cui, Lin Bai, Yuefeng Ji, Deep reinforcement learning-based radio function deployment for secure and resource-efficient NG-RAN slicing, https://doi.org/10.1016/j.engappai.2021.104490
• Bin Du, Yu Lu, Xiaotong Cheng, Weidong Zhang, Xuesong Zou, The object-oriented dynamic task assignment for unmanned surface vessels, https://doi.org/10.1016/j.engappai.2021.104476
• Tao Yang, Xia Yu, Ning Ma, Yuhang Zhao, Hongru Li, A novel Domain Adaptive Deep Recurrent Network for multivariate time series prediction, https://doi.org/10.1016/j.engappai.2021.104498
• Onur Dogan, Natural gas consumption behavior of companies by clustering analysis, https://doi.org/10.1016/j.engappai.2021.104502
• Jiang-Hong Zhu, Zhen-Song Chen, Bin Shuai, Witold Pedrycz, Kwai-Sang Chin, Luis Martínez, Failure mode and effect analysis: A three-way decision approach, https://doi.org/10.1016/j.engappai.2021.104505
• Linfei Yin, Yunzhi Wu, Deep Stackelberg heuristic dynamic programming for frequency regulation of interconnected power systems considering flexible energy sources, https://doi.org/10.1016/j.engappai.2021.104508
• Qian-Qian Zheng, Yu Zhang, Hong-Wei Tian, Li-Jun He, An effective hybrid meta-heuristic for flexible flow shop scheduling with limited buffers and step-deteriorating jobs, https://doi.org/10.1016/j.engappai.2021.104503
• Skyler Badge, Sumit Soman, Suresh Chandra, Jayadeva, Kernel optimization using conformal maps for the minimal complexity machine, https://doi.org/10.1016/j.engappai.2021.104493
• Dani Marchuet, Javi Palanca, Vicent Botti, Wavelet Frequency Tensor applied to temporary environments in discrete spaces to obtain mobility patterns. Use case in the detection of routes in a territory, https://doi.org/10.1016/j.engappai.2021.104507
• Yongming Han, Yanwei Lang, Minjie Cheng, Zhiqiang Geng, Guofei Chen, Tao Xia, DTaxa: An actor–critic for automatic taxonomy induction, https://doi.org/10.1016/j.engappai.2021.104501
Short Surveys
• Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Adrian Flanagan, Kuan Eeik Tan, Achieving security and privacy in federated learning systems: Survey, research challenges and future directions, https://doi.org/10.1016/j.engappai.2021.104468
• Abdul Rehman Javed, Zunera Jalil, Wisha Zehra, Thippa Reddy Gadekallu, Doug Young Suh, Md. Jalil Piran, A comprehensive survey on digital video forensics: Taxonomy, challenges, and future directions, https://doi.org/10.1016/j.engappai.2021.104456
• Rachna Vaish, U.D. Dwivedi, Saurabh Tewari, S.M. Tripathi, Machine learning applications in power system fault diagnosis: Research advancements and perspectives, https://doi.org/10.1016/j.engappai.2021.104504
