Engineering Applications of Artificial Intelligence, Volume 125

Volume 125, October 2023

Research Papers

• 
  Wellington Maycon S. Bernardes:
  Optimizing TOC and IOC units of directional overcurrent relays in mutually coupled circuits using evolutionary PSO: Requirements and modeling. 106389
• 
  Hashem Parvin, Ahmad Reza Naghsh-Nilchi, Hossein Mahvash Mohammadi:
  Image captioning using transformer-based double attention network. 106545
• 
  Tao Zhang, Dianbiao Dong, Zhize Du, Jia Long, Dengxiu Yu, Zhen Wang, C. L. Philip Chen:
  Swarm control based on artificial potential field method with predicted state and input threshold. 106567
• 
  Rui Wang, Shaojie Chen, Xuelong Li, Gang Tian, Tongbin Zhao:
  AdaBoost-driven multi-parameter real-time warning of rock burst risk in coal mines. 106591
• 
  Raveendra Pilli, Tripti Goel, R. Murugan, M. Tanveer:
  Association of white matter volume with brain age classification using deep learning network and region wise analysis. 106596
• 
  Xin Zhang, Xi Zhang, Jie Liu, Bo Wu, Youmin Hu:
  Graph features dynamic fusion learning driven by multi-head attention for large rotating machinery fault diagnosis with multi-sensor data. 106601
• 
  Hao Huang, Zhiqun Hu, Yueting Wang, Zhaoming Lu, Xiangming Wen, Bin Fu:
  Train a central traffic prediction model using local data: A spatio-temporal network based on federated learning. 106612
• 
  Marta Garcia Minguell, Ravi Pandit:
  TrackSafe: A comparative study of data-driven techniques for automated railway track fault detection using image datasets. 106622
• 
  Haakon Robinson, Erlend Lundby, Adil Rasheed, Jan Tommy Gravdahl:
  Deep learning assisted physics-based modeling of aluminum extraction process. 106623
• 
  N. Bagheri Rad, Javad Behnamian:
  Real-time multi-factory scheduling in Industry 4.0 with virtual alliances. 106636
• 
  Wenjie Lai, Fanyu Zeng, Xiao Hu, Wei Li, Shaowei He, Ziji Liu, Yadong Jiang:
  MEFNET: Multi-expert fusion network for RGB-Thermal semantic segmentation. 106638
• 
  Xuanying Zhang, Yuzhu Wang, Lianjing Wei, Jinrong Jiang, Pengfei Lin, Hailong Liu:
  Spatiotemporal networks for ENSO forecasting with LICOM3 and remote sensing data. 106641
• 
  Chenbin Ma, Lishuang Guo, Longsheng Pan, Xuemei Li, Chunyu Yin, Rui Zong, Zhengbo Zhang:
  Tremor detection Transformer: An automatic symptom assessment framework based on refined whole-body pose estimation. 106645
• 
  Xiaogang Deng, Xianhui Jiang:
  On confidence computation and calibration of deep support vector data description. 106646
• 
  R. S. Chahar, Tanmoy Mukhopadhyay:
  Multi-fidelity machine learning based uncertainty quantification of progressive damage in composite laminates through optimal data fusion. 106647
• 
  Menghan Li, Junxing Zhang, Shaobo Li, Fengbin Wu:
  Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance. 106650
• 
  Alexis Chabert, Mohamed Chafik Bakkay, Patrick Schweitzer, Serge Weber, Jonathan Andrea:
  A Transformer Neural Network For AC series arc-fault detection. 106651
• 
  Juan Pablo Mesa, Alejandro Montoya, Raúl Ramos-Pollán, Mauricio Toro:
  A two-stage data-driven metaheuristic to predict last-mile delivery route sequences. 106653
• 
  Weidong Cao, Xingzheng Chen, Jianjun Ni:
  Fuzzy decision-making approach of hobbing tool and cutting parameters. 106655
• 
  Qianming Wang, Congbin Guo, Zhenbing Zhao, Yaru Wang, Lifeng Hu, Yongjie Zhai:
  SIRN: An iterative reasoning network for transmission lines based on scene prior knowledge. 106656
• 
  Gabriel Valverde, David Quesada, Pedro Larrañaga, Concha Bielza:
  Causal reinforcement learning based on Bayesian networks applied to industrial settings. 106657
• 
  Haitao Cheng, Jingshu Zhu, Peng Li, He Xu:
  Combining knowledge extension with convolution neural network for diabetes prediction. 106658

Short Survey

• 
  Hadi Salehi, Alex A. Gorodetsky, Roya Solhmirzaei, Pengcheng Jiao:
  High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition. 106659

Research Papers

• 
  Atakan Aygun, Romit Maulik, Ali Karakus:
  Physics-informed neural networks for mesh deformation with exact boundary enforcement. 106660

Short Survey

• 
  Nikhil Kumar Singh, Rajiv Kapoor:
  Multi-modal Expression Detection (MED): A cutting-edge review of current trends, challenges and solutions. 106661

Research Papers

• 
  Amirhossein Najafi, Alireza Nemati, Mahdi Ashrafzadeh, Sarfaraz Hashemkhani Zolfani:
  Multiple-criteria decision making, feature selection, and deep learning: A golden triangle for heart disease identification. 106662
• 
  Amir Moslemi:
  Sparse representation learning using ℓ1-2 compressed sensing and rank-revealing QR factorization. 106663
• 
  Sylvain Ndinga Okina, Franck Taillandier, Louis Ahouet, Quynh Anh Hoang, Denys Breysse, Paul Louzolo-Kimbembe:
  Using Conceptual Graph modeling and inference to support the assessment and monitoring of bridge structural health. 106665
• 
  Zhaojin Fu, Jinjiang Li, Zhen Hua, Linwei Fan:
  Deep supervision feature refinement attention network for medical image segmentation. 106666
• 
  Baoquan Ning, Hongjun Wang, Guiwu Wei, Cun Wei:
  Probabilistic dual hesitant fuzzy MAGDM method based on generalized extended power average operator and its application to online teaching platform supplier selection. 106667
• 
  Erdi Acar, Saim Hatipoglu, Ihsan Yilmaz:
  A quantum algorithm for solving weapon target assignment problem. 106668

Special Issue on Artificial Intelligence for Machinery Diagnostics and Prognostics

• 
  Gang Mao, Yongbo Li, Zhiqiang Cai, Bin Qiao, Sixiang Jia:
  Transferable dynamic enhanced cost-sensitive network for cross-domain intelligent diagnosis of rotating machinery under imbalanced datasets. 106670

Research Papers

• 
  Júlio Barros, João N. C. Gonçalves, Paulo Cortez, Maria Sameiro Carvalho:
  A decision support system based on a multivariate supervised regression strategy for estimating supply lead times. 106671
• 
  Miaohan Zhang, Yuhang Han, Shiyun Chen, Mingxian Liu, Zhaolei He, Nan Pan:
  A Multi-Strategy Improved Differential Evolution algorithm for UAV 3D trajectory planning in complex mountainous environments. 106672
• 
  Manuel Castellano-Quero, Manuel Castillo-López, Juan-Antonio Fernández-Madrigal, Vicente Arévalo-Espejo, Holger Voos, Alfonso García-Cerezo:
  A multidimensional Bayesian architecture for real-time anomaly detection and recovery in mobile robot sensory systems. 106673
• 
  Yunyi Zhu, Yan Pei, Anqi Wang, Bin Xie, Zheng Qian:
  A partial domain adaptation scheme based on weighted adversarial nets with improved CBAM for fault diagnosis of wind turbine gearbox. 106674
• 
  Junqiang Liu:
  Sensor fault analysis of aero-engine using ensemble SCNN and Bayesian interval estimation. 106675
• 
  Sreenivasan Shiva, Minghui Hu, Ponnuthurai Nagaratnam Suganthan:
  Online learning using deep random vector functional link network. 106676
• 
  Xiangyu Cai, Ruliang Xiao, Zhixia Zeng, Ping Gong, Youcong Ni:
  ITran: A novel transformer-based approach for industrial anomaly detection and localization. 106677

Special Issue on Artificial Intelligence for Process Mining

• 
  Bemali Wickramanayake, Chun Ouyang, Yue Xu, Catarina Moreira:
  Generating multi-level explanations for process outcome predictions. 106678

Research Papers

• 
  Omar Jarkas, Josh Hall, Stuart Smith, Md. Redowan Mahmud, Parham Khojasteh, Joshua D. Scarsbrook, Ryan K. L. Ko:
  ResNet and Yolov5-enabled non-invasive meat identification for high-accuracy box label verification. 106679
• 
  Mahshan Zaheer Awan, Khurram Khan Jadoon, Ammar Masood:
  Scalable and effective artificial intelligence for multivariate radar environment. 106680
• 
  Habib Benbouhenni, Ilhami Colak, Nicu Bizon:
  Application of genetic algorithm and terminal sliding surface to improve the effectiveness of the proportional-integral controller for the direct power control of the induction generator power system. 106681
• 
  Paula Delgado-Santos, Ruben Tolosana, Richard M. Guest, Rubén Vera-Rodríguez, Julian Fiérrez:
  M-GaitFormer: Mobile biometric gait verification using Transformers. 106682
• 
  Tao Hai, Arindam Sarkar, Rahul Karmakar, Mohammad Zubair Khan, Ayman Noor, Talal H. Noor, Abhinav Kumar, A. Yvaz:
  Neural session key exchange in the Industrial Internet of Things using hyperchaotic-guided vector-valued artificial neural synchronization. 106683
• 
  Fazhan Tao, Huixian Gong, Zhumu Fu, Zhengyu Guo, Qihong Chen, Shuzhong Song:
  Terrain information-involved power allocation optimization for fuel cell/battery/ultracapacitor hybrid electric vehicles via an improved deep reinforcement learning. 106685

Special Issue on Advanced Machine Learning for the Maritime Industry

• 
  Xinqiang Chen, Hao Wu, Bing Han, Wei Liu, Jakub Montewka, Ryan Wen Liu:
  Orientation-aware ship detection via a rotation feature decoupling supported deep learning approach. 106686

Research Papers

• 
  Zhen Li, Tao Tao, Meng Yang, Jibin Wang, Zhuo Chen, Jianguo Wu:
  An unsupervised neural network for graphical health index construction and residual life prediction. 106687
• 
  Khan Md. Hasib, Nurul Akter Towhid, Kazi Omar Faruk, Jubayer Al Mahmud, Muhammad Firoz Mridha:
  Strategies for enhancing the performance of news article classification in Bangla: Handling imbalance and interpretation. 106688
• 
  Guang Lin, Christian Moya, Zecheng Zhang:
  Learning the dynamical response of nonlinear non-autonomous dynamical systems with deep operator neural networks. 106689
• 
  Anjana Puliyanda, Karthik Srinivasan, Zukui Li, Vinay Prasad:
  Benchmarking chemical neural ordinary differential equations to obtain reaction network-constrained kinetic models from spectroscopic data. 106690
• 
  Wafaa Mohamed Shaban, Khalid Elbaz, Annan Zhou, Shuilong Shen:
  Physics-informed deep neural network for modeling the chloride diffusion in concrete. 106691
• 
  Guohui Li, Jin Lu, Kang Chen, Hong Yang:
  A new hybrid prediction model of COVID-19 daily new case data. 106692
• 
  David Domínguez-Barbero, Javier García-González, Miguel Angel Sanz-Bobi:
  Twin-delayed deep deterministic policy gradient algorithm for the energy management of microgrids. 106693
• 
  Ping-Huan Kuo, Kuan-Lin Chen:
  Two-stage fuzzy object grasping controller for a humanoid robot with proximal policy optimization. 106694
• 
  Changchang Che, Huawei Wang, Xiaomei Ni, Minglan Xiong:
  Few-shot structural repair decision of civil aircraft based on deep meta-learning. 106695
• 
  Guangmiao Zeng, Rongjie Wang, Wanneng Yu, Anhui Lin, Huihui Li, Yifan Shang:
  A transfer learning-based approach to maritime warships re-identification. 106696

Special Issue on Advanced Machine Learning for the Maritime Industry

• 
  Zicheng Wang, Liren Chen, Huayou Chen, Naveed ur Rehman:
  Monthly ship price forecasting based on multivariate variational mode decomposition. 106698

Research Papers

• 
  Fatemeh Rezaie, Mahdi Panahi, Sayed M. Bateni, Saro Lee, Changhyun Jun, Clay Trauernicht, Christopher M. U. Neale:
  Development of novel optimized deep learning algorithms for wildfire modeling: A case study of Maui, Hawai'i. 106699
• 
  Renata Guatelli, Verónica Aubin, Marco Mora, José Naranjo-Torres, Antonia Mora-Olivari:
  Detection of Parkinson's disease based on spectrograms of voice recordings and Extreme Learning Machine random weight neural networks. 106700
• 
  Daiya Mita, Akihiko Takahashi:
  Multi-agent model based proactive risk management for equity investment. 106701
• 
  Xuanyu Liu, Wenshuai Zhang, Cheng Shao, Yudong Wang, Qiumei Cong:
  Autonomous intelligent control of earth pressure balance shield machine based on deep reinforcement learning. 106702
• 
  Yueqi Hou, Xiaolong Liang, Maolong Lv, Qisong Yang, Yang Li:
  Subtask-masked curriculum learning for reinforcement learning with application to UAV maneuver decision-making. 106703
• 
  Pablo Mantilla, Sebastián Dormido-Canto:
  A novel feature engineering approach for high-frequency financial data. 106705
• 
  Siyu Xue, Yang Yang, Xinyang Deng:
  A novel probabilistic linguistic decision-making model based on discrete evidence fusion and attribute weight optimization. 106706

Special Issue on Artificial Intelligence for Machinery Diagnostics and Prognostics

• 
  Wenzhen Xie, Te Han, Zhongyi Pei, Min Xie:
  A unified out-of-distribution detection framework for trustworthy prognostics and health management in renewable energy systems. 106707

Research Papers

• 
  Changyun Wei, Hao Wang, Haonan Bai, Ze Ji, Zenghui Liu:
  PPLC: Data-driven offline learning approach for excavating control of cutter suction dredgers. 106708
• 
  Rashini K. Liyanarachchi, Janaka Wijekoon, Manujaya Premathilaka, Samitha Vidhanaarachchi:
  COVID-19 symptom identification using Deep Learning and hardware emulated systems. 106709
• 
  Jingping Wang, Ying Shi, Rui Zhang, Zhonghua Wu, Hao Ye, Shenwei Li:
  CVT on-line error measurement hybrid-driven by domain knowledge and Stacking Model. 106710

Special Issue on Artificial Intelligence for Machinery Diagnostics and Prognostics

• 
  Xiaoxian Wang, Shiwu Zhang, Juncai Song, Yongbin Liu, Siliang Lu:
  Magnetic signal denoising based on auxiliary sensor array and deep noise reconstruction. 106713

Research Papers

• 
  Elaheh Vaezpour:
  Deep learning-driven multi-objective dynamic switch migration in software defined networking (SDN)/network function virtualization (NFV)-based 5G networks. 106714
• 
  Aizat Hilmi Zamzam, Khairunnisa Hasikin, Ahmad Khairi Abdul Wahab:
  Integrated failure analysis using machine learning predictive system for smart management of medical equipment maintenance. 106715
• 
  Adjei Peter Darko, Collins Opoku Antwi, Kwame Omono Asamoah, Evans Opoku-Mensah, Jun Ren:
  A probabilistic reliable linguistic PROBID method for selecting electronic mental health platforms considering users' bounded rationality. 106716
• 
  Noureen Fatima, Sher Muhammad Daudpota, Zenun Kastrati, Ali Shariq Imran, Saif Hassan, Nouh Sabri Elmitwally:
  Improving news headline text generation quality through frequent POS-Tag patterns analysis. 106718
• 
  Lixiao Geng, Shuran Yang, Ke Wang, Qi Zhou, Lisha Geng:
  Modeling public opinion dissemination in a multilayer network with SEIR model based on real social networks. 106719
• 
  Amandeep Singh, Naser Nawayseh, Harwinder Singh, Yash Kumar Dhabi, Siby Samuel:
  Internet of agriculture: Analyzing and predicting tractor ride comfort through supervised machine learning. 106720
• 
  Yang Zhang, Run-Fa Zhang, Ka-Veng Yuen:
  Neural network-based analytical solver for Fokker-Planck equation. 106721
• 
  Huanrong Ren, Maolin Yang, Pingyu Jiang:
  Improving attention network to realize joint extraction for the construction of equipment knowledge graph. 106723
• 
  Karuppasamy Pandian Marimuthu, Jaemu Lee, Giyeol Han, Hyungyil Lee:
  Machine learning based dual flat-spherical indentation approach for rough metallic surfaces. 106724
• 
  Qinzi Xiao, Mingyun Gao, Lin Chen, Mark Goh:
  Multi-variety and small-batch production quality forecasting by novel data-driven grey Weibull model. 106725
• 
  Héritier Nsenge Mpia, Lucy Waruguru Mburu, Simon Nyaga Mwendia:
  CoBERT: A Contextual BERT model for recommending employability profiles of information technology students in unstable developing countries. 106728
• 
  Enquan Yang, Wujie Zhou, Xiaohong Qian, Jingsheng Lei, Lu Yu:
  DRNet: Dual-stage refinement network with boundary inference for RGB-D semantic segmentation of indoor scenes. 106729
• 
  Tejashwini S. G., Aradhana D.:
  Revolutionizing sentiment classification: A deep learning approach using self-attention based encoding-decoding transformers with feature fusion. 106730
• 
  Huajun Song, Laibin Chang, Hao Wang, Peng Ren:
  Dual-model: Revised imaging network and visual perception correction for underwater image enhancement. 106731
• 
  Xinliang Dai, Sheng Qu, Caihong Huang, Pingbo Wu:
  The determination of limit wheel profile for hunting instability of railway vehicles using stacking feature deep forest. 106732
• 
  Fuji Fu, Jinfu Yang, Jiahui Zhang, Jiaqi Ma:
  MATC-Net: Learning compact sequence representation for hierarchical loop closure detection. 106734
• 
  Lei Huang, Chen An, Xiaodong Wang, Leon Bevan Bullock, Zhiqiang Wei:
  Fine-grained Image Recognition via Attention Interaction and Counterfactual Attention Network. 106735
• 
  Opoku Eric, Rose-Mary Owusuaa Mensah Gyening, Obed Appiah, Kate Takyi, Peter Appiahene:
  Cocoa beans classification using enhanced image feature extraction techniques and a regularized Artificial Neural Network model. 106736
• 
  Mohammad Maksood Akhter, Sraban Kumar Mohanty:
  A fast O(NlgN) time hybrid clustering algorithm using the circumference proximity based merging technique for diversified datasets. 106737
• 
  Gaurav Srivastava, Nitesh Pradhan:
  Handling imbalanced class in melanoma: Kemeny-Young rule based optimal rank aggregation and Self-Adaptive Differential Evolution Optimization. 106738
• 
  Jiwook Kim, Minhyeok Lee:
  Portfolio optimization using predictive auxiliary classifier generative adversarial networks. 106739
• 
  Wen Song, Yi Liu, Zhiguang Cao, Yaoxin Wu, Qiqiang Li:
  Instance-specific algorithm configuration via unsupervised deep graph clustering. 106740
• 
  Wenbo Lu, Yong Zhang, Peikun Li, Ting Wang:
  Mul-DesLSTM: An integrative multi-time granularity deep learning prediction method for urban rail transit short-term passenger flow. 106741

Special Issue on Advanced Machine Learning for the Maritime Industry

• 
  Dehuan Zhang, Chenyu Wu, Jingchun Zhou, Weishi Zhang, Chaolei Li, Zifan Lin:
  Hierarchical attention aggregation with multi-resolution feature learning for GAN-based underwater image enhancement. 106743

Research Papers

• 
  Qinghua Liu, Jiadui Chen, Kai Yang, Dan Liu, Ling He, Qing Qin, Yuqing Wang:
  An integrating spherical fuzzy AHP and axiomatic design approach and its application in human-machine interface design evaluation. 106746
• 
  Adnan Haider, Muhammad Arsalan, Se Hyun Nam, Jin Seong Hong, Haseeb Sultan, Kang Ryoung Park:
  Multi-scale feature retention and aggregation for colorectal cancer diagnosis using gastrointestinal images. 106749
• 
  Hui Zhao, Quan-Ke Pan, Kai-Zhou Gao:
  A cooperative population-based iterated greedy algorithm for distributed permutation flowshop group scheduling problem. 106750
• 
  Milad Khani, Reza Ghazi, Behnam Nazari:
  An unsupervised learning based MCDM approach for optimal placement of fault indicators in distribution networks. 106751
• 
  Balaji Kannappan, MariaNavin J. R., Sridevi N., Suresh P.:
  Data augmentation guided breast tumor segmentation based on generative adversarial neural networks. 106753
• 
  Yecong Wan, Mingwen Shao, Yuanshuo Cheng, Deyu Meng, Wangmeng Zuo:
  Progressive convolutional transformer for image restoration. 106755

Special Issue on Artificial Intelligence for Machinery Diagnostics and Prognostics

• 
  Wenhe Chen, Hanting Zhou, Longsheng Cheng, Jing Liu, Min Xia:
  Condition monitoring of wind turbine using novel deep learning method and dynamic kernel principal components Mahalanobis distance. 106757

Research Papers

• 
  Yun Ho Choi, Sung Jin Yoo:
  Quantized-state-based decentralized neural network control of a class of uncertain interconnected nonlinear systems with input and interaction time delays. 106759
• 
  Guizhen Chen, Guofeng Zou, Yue Liu, Xiaofei Zhang, Guixia Fu:
  Few-shot person re-identification based on Feature Set Augmentation and Metric Fusion. 106761
• 
  Zixuan Huang, Junwei Duan:
  GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges. 106763

Special Issue on Artificial Intelligence for Process Mining

• 
  Jan Niklas Adams, Gyunam Park, Wil M. P. van der Aalst:
  Preserving complex object-centric graph structures to improve machine learning tasks in process mining. 106764

Research Papers

• 
  Zhanwei Wang, Boyang Liang, Jingjing Guo, Lin Wang, Yingying Tan, Xiuzhen Li:
  Fault diagnosis based on residual-knowledge-data jointly driven method for chillers. 106768
• 
  Ali Raza, Selmi Abdellatif, Mohamed Hechmi El Ouni:
  A GMDH model and parametric investigation of geopolymeric recycled concrete FRP-spiral-confined members. 106769
• 
  Seongi Min, Yunwoo Lee, Yong-Hoon Byun, Young-Jong Kang, Seungjun Kim:
  Merged LSTM-based pattern recognition of structural behavior of cable-supported bridges. 106774
• 
  Chenyang Wang, Yi Shen, Yuwei Li, Min Zhang, Miao Hu, Jinghua Zheng:
  A systematic empirical study on word embedding based methods in discovering Chinese black keywords. 106775