Engineering Applications of Artificial Intelligence, Volume 120

Volume 120, April 2023

Research Papers

• 
  Yinjun Wang, Liang Ge, Chunrong Xue, Xiaobo Li, Xianghui Meng, Xiaoxi Ding:
  Multiple local domains transfer network for equipment fault intelligent identification. 105791
• 
  Larasmoyo Nugroho, Rika Andiarti, Rini Akmeliawati, Ali Türker Kutay, Diva Kartika Larasati, Sastra Kusuma Wijaya:
  Optimization of reward shaping function based on genetic algorithm applied to a cross validated deep deterministic policy gradient in a powered landing guidance problem. 105798

Special Issue on Computational Intelligence-Based Approaches to Fault-Tolerant and Self-Healing Control and Maintenance of Dynamic Systems

• 
  Marcin Mrugalski:
  Identification and health-aware economic control of production systems: A fuzzy logic max plus algebraic approach. 105802

Research Papers

• 
  Suparna Rooj, Aurobinda Routray, Manas K. Mandal:
  Feature based analysis of thermal images for emotion recognition. 105809
• 
  Mu Chen, Pengfei Liu, Huaici Zhao:
  LiDAR-camera fusion: Dual transformer enhancement for 3D object detection. 105815
• 
  Chuandong Qin, Baosheng Li, Baole Han:
  Fast brain tumor detection using adaptive stochastic gradient descent on shared-memory parallel environment. 105816
• 
  Feilong Cao, Jiatong Shi, Chenglin Wen:
  A dynamic graph aggregation framework for 3D point cloud registration. 105817
• 
  Jiawen Li, Haoyang Cui, Wei Jiang:
  Distributed deep reinforcement learning-based gas supply system coordination management method for solid oxide fuel cell. 105818
• 
  Bostjan Vouk, Matej Guid, Marko Robnik-Sikonja:
  Feature construction using explanations of individual predictions. 105823
• 
  Biao Wang, Wenjing Wang, Guanglei Meng, Tiankuo Meng, Bin Song, Yingnan Wang, Yuming Guo, Zhihua Qiao, Zhizhong Mao:
  Selective Feature Bagging of one-class classifiers for novelty detection in high-dimensional data. 105825
• 
  Subir Kumar Chakraborty, A. Subeesh, Kumkum Dubey, Dilip Jat, Narendra Singh Chandel, Rahul Potdar, N. R. N. V. Gowripathi Rao, Deepak Kumar:
  Development of an optimally designed real-time automatic citrus fruit grading-sorting​ machine leveraging computer vision-based adaptive deep learning model. 105826
• 
  Ehsan Haghighat, Sahar Abouali, Reza Vaziri:
  Constitutive model characterization and discovery using physics-informed deep learning. 105828

Special issue on Randomized Deep and Shallow Learning Algorithms

• 
  Jiawen He, Xiaolei Li, Peishun Liu, Liang Wang, Hao Zhou, Jinyu Wang, Ruichun Tang:
  Ensemble deep random vector functional link for self-supervised direction-of-arrival estimation. 105831

Research Papers

• 
  Omid Zandi, Javad Poshtan:
  Voltage control of DC-DC converters through direct control of power switches using reinforcement learning. 105833
• 
  Allyson Fontes, Farjad Shadmehri:
  Data-driven failure prediction of Fiber-Reinforced Polymer composite materials. 105834
• 
  Sudhesh K. M., V. Sowmya, Sainamole Kurian P., O. K. Sikha:
  AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition. 105836
• 
  Anass Akrim, Christian Gogu, Rob A. Vingerhoeds, Michel Salaün:
  Self-Supervised Learning for data scarcity in a fatigue damage prognostic problem. 105837
• 
  Saúl Langarica, Felipe Núñez:
  Contrastive blind denoising autoencoder for real time denoising of industrial IoT sensor data. 105838
• 
  Fatemeh Sohrabi Geshnigani, Mohammad Reza Golabi, Rasoul Mirabbasi, Mohammad Nazeri Tahroudi:
  Daily solar radiation estimation in Belleville station, Illinois, using ensemble artificial intelligence approaches. 105839
• 
  Jingyao Wu, Chenye Hu, Chuang Sun, Xuefeng Chen, Ruqiang Yan:
  Aircraft flight regime recognition with deep temporal segmentation neural network. 105840
• 
  Ömer Karal:
  Robust and optimal epsilon-insensitive Kernel-based regression for general noise models. 105841
• 
  Hongkun Tian, Kechen Song, Song Li, Shuai Ma, Yunhui Yan:
  Rotation adaptive grasping estimation network oriented to unknown objects based on novel RGB-D fusion strategy. 105842
• 
  Jyotirmayee Behera, Ajit Kumar Pasayat, Harekrushna Behera, Pankaj Kumar:
  Prediction based mean-value-at-risk portfolio optimization using machine learning regression algorithms for multi-national stock markets. 105843
• 
  Veerajagadheswar Prabakaran, Anh Vu Le, Phone Thiha Kyaw, Prathap S. Kandasamy, Aung Paing, Rajesh Elara Mohan:
  sTetro-D: A deep learning based autonomous descending-stair cleaning robot. 105844
• 
  Chaokun Shi, Yuexing Hao, Gongyan Li, Shaoyun Xu:
  EBNAS: Efficient binary network design for image classification via neural architecture search. 105845
• 
  Junting Wang, Xiufen Ye, Yusong Liu, Xinkui Mei, Jun Hou:
  Underwater self-supervised monocular depth estimation and its application in image enhancement. 105846
• 
  Guowei Zhang, Xianguang Kong, Jingli Du, Jinrui Wang, Shengkang Yang, Hongbo Ma:
  Adaptive multispace adjustable sparse filtering: A sparse feature learning method for intelligent fault diagnosis of rotating machinery. 105847
• 
  Amit K. Shukla, Shubham Srivastav, Sandeep Kumar, Pranab K. Muhuri:
  UInDeSI4.0: An efficient Unsupervised Intrusion Detection System for network traffic flow in Industry 4.0 ecosystem. 105848
• 
  Zhaohui Jiang, Jinzong Dong, Dong Pan, Tianyu Wang, Weihua Gui:
  A novel intelligent monitoring method for the closing time of the taphole of blast furnace based on two-stage classification. 105849
• 
  Chidentree Treesatayapun, Aldo-Jonathan Muñoz-Vázquez:
  Optimal drug-dosing of cancer dynamics with fuzzy reinforcement learning and discontinuous reward function. 105851
• 
  Mihailo Micev, Martin P. Calasan, Dusan M. Stipanovic, Milovan Radulovic:
  Modeling the relation between the AVR setpoint and the terminal voltage of the generator using artificial neural networks. 105852
• 
  Ihsan Erozan, Emre Özel, Damlanur Erozan:
  A two-stage system proposal based on a type-2 fuzzy logic system for ergonomic control of classrooms and offices. 105854
• 
  Merzouk Younsi, Moussa Diaf, Patrick Siarry:
  Comparative study of orthogonal moments for human postures recognition. 105855
• 
  Munish Bhatia, Tariq Ahamed Ahanger, Ankush Manocha:
  Artificial intelligence based real-time earthquake prediction. 105856
• 
  Renfei Chen, Jian Wu, Yong Peng, Zhongwen Li, Hua Shang:
  Solving floating pollution with deep learning: A novel SSD for floating objects based on continual unsupervised domain adaptation. 105857
• 
  Kai Guo, Limao Zhang, Maozhi Wu:
  Simulation-based multi-objective optimization towards proactive evacuation planning at metro stations. 105858
• 
  Ryad Zemouri, Rony Ibrahim, Antoine Tahan:
  Hydrogenerator early fault detection: Sparse Dictionary Learning jointly with the Variational Autoencoder. 105859
• 
  Ke Zhao, Zhen Jia, Feng Jia, Haidong Shao:
  Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine. 105860
• 
  Boyu Ma, Zongwu Xie, Xiaohang Yang, Yang Liu, Zhengpu Wang, Zainan Jiang:
  Neurodynamics-based configuration transformation with engineering application to robot manipulators using two intelligent approaches. 105861
• 
  Wenqie Huang, Wenwen Chang, Guanghui Yan, Yuchan Zhang, Yueting Yuan:
  Spatio-spectral feature classification combining 3D-convolutional neural networks with long short-term memory for motor movement/imagery. 105862
• 
  Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís:
  Empirical study of the modulus as activation function in computer vision applications. 105863
• 
  Hyungu Kang, Seokho Kang:
  Semi-supervised rotation-invariant representation learning for wafer map pattern analysis. 105864
• 
  Wei Zhou, Lei Zhao, Hongpu Huang, Yuzhi Chen, Sixuan Xu, Chen Wang:
  Automatic waste detection with few annotated samples: Improving waste management efficiency. 105865
• 
  Hao Yan, Yumeng Peng, Wenjun Shang, Dongdong Kong:
  Open-circuit fault diagnosis in voltage source inverter for motor drive by using deep neural network. 105866

Special issue on Randomized Deep and Shallow Learning Algorithms

• 
  Yejin Kang, Jongsoo Lee:
  Randomized learning-based classification of sound quality using spectrogram image and time-series data: A practical perspective. 105867
• 
  Tianyu Ma, Zhipeng Li, Jinping Liu, Abdulhameed F. Alkhateeb, Hadi Jahanshahi:
  A novel self-learning fuzzy predictive control method for the cement mill: Simulation and experimental validation. 105868

Research Papers

• 
  Hanif Heidari, Bo Zeng:
  An optimized grey transition Verhulst method. 105870
• 
  Zongqi Liu, Xueguan Song, Chao Zhang, Yunsheng Ma, Dacheng Tao:
  RSAL-iMFS: A framework of randomized stacking with active learning for incremental multi-fidelity surrogate modeling. 105871

Special issue on Randomized Deep and Shallow Learning Algorithms

• 
  Anurag Choudhary, Rismaya Kumar Mishra, Shahab Fatima, Bijaya Ketan Panigrahi:
  Multi-input CNN based vibro-acoustic fusion for accurate fault diagnosis of induction motor. 105872

Research Papers

• 
  Ning Li, Yahui Wu, Qizhou Wang, Haiwang Ye, Liguan Wang, Mingtao Jia, Shugang Zhao:
  Underground mine truck travel time prediction based on stacking integrated learning. 105873
• 
  Amir Hossein Rabiee, Vahid Tahmasbi, Mahdi Qasemi:
  Experimental evaluation, modeling and sensitivity analysis of temperature and cutting force in bone micro-milling using support vector regression and EFAST methods. 105874
• 
  Mahdi Hamid, Mohammad Mahdi Nasiri, Masoud Rabbani:
  A mixed closed-open multi-depot routing and scheduling problem for homemade meal delivery incorporating drone and crowd-sourced fleet: A self-adaptive hyper-heuristic approach. 105876
• 
  Jing-jing Wang, Ling Wang, Xia Xiu:
  A cooperative memetic algorithm for energy-aware distributed welding shop scheduling problem. 105877

Short Survey

• 
  Armin Norouzi, Hamed Heidarifar, Hoseinali Borhan, Mahdi Shahbakhti, Charles Robert Koch:
  Integrating Machine Learning and Model Predictive Control for automotive applications: A review and future directions. 105878

Research Papers

• 
  Muhammad Akram, Ghous Ali, José Carlos R. Alcantud:
  A novel group decision-making framework under Pythagorean fuzzy N-soft expert knowledge. 105879
• 
  Xinyu Li, Hui Fan, Jinglei Liu:
  One-step unsupervised clustering based on information theoretic metric and adaptive neighbor manifold regularization. 105880
• 
  Rishu Chhabra, Saravjeet Singh, Vikas Khullar:
  Privacy enabled driver behavior analysis in heterogeneous IoV using federated learning. 105881
• 
  Pawel Ksieniewicz, Pawel Zyblewski, Weronika Borek-Marciniec, Rafal Kozik, Michal Choras, Michal Wozniak:
  Alphabet Flatting as a variant of n-gram feature extraction method in ensemble classification of fake news. 105882
• 
  Yankun Bi, Yongtai Pan, Chao Yu, Mengchao Wang, Tongyu Cui:
  An end-to-end harmful object identification method for sizer crusher based on time series classification and deep learning. 105883
• 
  Li Zhang, Laurent Yeh, Huai Su, Karine Zeitouni, Zhiheng Zuo, Miao Li, Luxin Jiang, Lin Fan, Jinjun Zhang:
  Recognition of oil & gas pipelines operational states using graph network structural features. 105884
• 
  Lei Yang, Yuhe Liao, Rongkai Duan, Tao Kang, Jiutao Xue:
  A bidirectional recursive gated dual attention unit based RUL prediction approach. 105885
• 
  Dianbiao Dong, Chi Ma, Miao Wang, Huong Thi Thu Vu, Bram Vanderborght, Yuanxi Sun:
  A low-cost framework for the recognition of human motion gait phases and patterns based on multi-source perception fusion. 105886
• 
  Dan Ezequiel Kröhling, Omar Chiotti, Ernesto C. Martínez:
  Artificial Theory of Mind in contextual automated negotiations within peer-to-peer markets. 105887
• 
  Yikuan Chen, Li Liang, Wei Gao:
  Non trust detection of decentralized federated learning based on historical gradient. 105888
• 
  Shuzhi Gao, Xuepeng Ren, Yimin Zhang:
  Improvement of multi-objective evolutionary algorithm and optimization of mechanical bearing. 105889
• 
  Jibin B. Thomas, K. V. Shihabudheen:
  Neural architecture search algorithm to optimize deep Transformer model for fault detection in electrical power distribution systems. 105890
• 
  Mincheol Seong, Ohyun Jo, Kyung-Seop Shin:
  Multi-UAV trajectory optimizer: A sustainable system for wireless data harvesting with deep reinforcement learning. 105891
• 
  Muhammad Akram, Ayesha Khan, Anam Luqman, Tapan Senapati, Dragan Pamucar:
  An extended MARCOS method for MCGDM under 2-tuple linguistic q-rung picture fuzzy environment. 105892

Short Survey

• 
  Pranjal Kumar, Siddhartha Chauhan, Lalit Kumar Awasthi:
  Artificial Intelligence in Healthcare: Review, Ethics, Trust Challenges & Future Research Directions. 105894

Research Papers

• 
  Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Ekta Sharma, Mozhdeh Jamei, Xuefeng Chu, Zaher Mundher Yaseen:
  A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture. 105895
• 
  Hua Shi, Jing-Hui Wang, Ling Zhang, Hu-Chen Liu:
  New improved CREAM model for human reliability analysis using a linguistic D number-based hybrid decision making approach. 105896
• 
  Asli Nur Ömeroglu, Hussein Mahmood Abdo Mohammed, Emin Argun Oral, Serdar Aydin:
  A novel soft attention-based multi-modal deep learning framework for multi-label skin lesion classification. 105897
• 
  Souhail Dhouib, Alaeddine Zouari:
  Adaptive iterated stochastic metaheuristic to optimize holes drilling path in manufacturing industry: The Adaptive-Dhouib-Matrix-3 (A-DM3). 105898
• 
  Yaganteeswarudu Akkem, Saroj Kumar Biswas, Aruna Varanasi:
  Smart farming using artificial intelligence: A review. 105899
• 
  Kejie Zhang, Yu Xin, Zhijun Xie, Ce Shi:
  A swimming crab portunus trituberculatus re-identification method based on RNN encoding of striped key regions. 105900
• 
  Baiheng Cao, Xuedong Wu, Jianxu Mao, Yaonan Wang, Zhiyu Zhu:
  Separable-programming based probabilistic-iteration and restriction-resolving correlation filter for robust real-time visual tracking. 105901
• 
  Sheng Jin, Xu-Yang Dai, Qing-Hao Meng:
  Loop closure detection with patch-level local features and visual saliency prediction. 105902
• 
  Behzad Mosallanezhad, Fatemeh Gholian-Jouybari, Leopoldo Eduardo Cárdenas-Barrón, Mostafa Hajiaghaei-Keshteli:
  The IoT-enabled sustainable reverse supply chain for COVID-19 Pandemic Wastes (CPW). 105903
• 
  Riccardo Galanti, Massimiliano de Leoni, Merylin Monaro, Nicolò Navarin, Alan Marazzi, Brigida Di Stasi, Stéphanie Maldera:
  An explainable decision support system for predictive process analytics. 105904
• 
  Na Cheng, Hongye Xie, Xuanbing Zhu, Hongyu Wang:
  Joint image enhancement learning for marine object detection in natural scene. 105905
• 
  Shilin Li, Gang Wang, Yuelan Di, Liping Wang, Haidou Wang, Qingjun Zhou:
  A physics-informed neural network framework to predict 3D temperature field without labeled data in process of laser metal deposition. 105908
• 
  Jinuk Kwon, Hyerin Nam, Younsoo Chae, Seungjae Lee, In Young Kim, Chang-Hwan Im:
  Novel three-axis accelerometer-based silent speech interface using deep neural network. 105909
• 
  Muhammet Gökhan Albayrak, Ertan Evin, Oktay Yigit, Mesut Togaçar, Burhan Ergen:
  Experimental and artificial intelligence approaches to measuring the wear behavior of DIN St28 steel boronized by the box boronizing method using a mechanically alloyed powder source. 105910
• 
  Bhupinder Singh Saini, Debalay Chakrabarti, Nirupam Chakraborti, Babooshka Shavazipour, Kaisa Miettinen:
  Interactive data-driven multiobjective optimization of metallurgical properties of microalloyed steels using the DESDEO framework. 105918
• 
  Kechen Song, Ying Zhao, Liming Huang, Yunhui Yan, Qinggang Meng:
  RGB-T image analysis technology and application: A survey. 105919
• 
  Cu Kim Long, Pham Van Hai, Tran Manh Tuan, Luong Thi Hong Lan, Tran Thi Ngan, Pham Minh Chuan, Le Hoang Son:
  A novel Q-learning-based FKG-Pairs approach for extreme cases in decision making. 105920
• 
  Mustafa Avci:
  An effective iterated local search algorithm for the distributed no-wait flowshop scheduling problem. 105921
• 
  Mohamed Yassine Landolsi, Lobna Hlaoua, Lotfi Ben Romdhane:
  Hybrid method to automatically extract medical document tree structure. 105922
• 
  Xueyang Qin, Lishuang Li, Fei Hao, Guangyao Pang, Zehao Wang:
  Cross-modal information balance-aware reasoning network for image-text retrieval. 105923
• 
  Wolfgang Grote-Ramm, David Lanuschny, Finn Lorenzen, Marcel Oliveira Brito, Felix Schönig:
  Continual learning for neural regression networks to cope with concept drift in industrial processes using convex optimisation. 105927
• 
  Tongjia Zhang, Chengrui Zhang, Shuai Ji, Tianliang Hu:
  Robot suction region prediction method from knowledge to learning in disordered manufacturing scenarios. 105928
• 
  Huiyan Xu, Yanli Chen:
  A block padding approach in multidimensional dependency missing data. 105929
• 
  Zhiqun Hu, Yujing Zhang, Hao Huang, Xiangming Wen, Obinna Agbodike, Jenhui Chen:
  Reinforcement learning for energy efficiency improvement in UAV-BS access networks: A knowledge transfer scheme. 105930
• 
  Rui Wang, Zhen-Song Chen, Bin Shuai, Luis Martínez, Wen-Tao Kong, Witold Pedrycz:
  Revisiting the consistency improvement and consensus reaching processes of intuitionistic multiplicative preference relations. 105931
• 
  Xun Zhu, Yinxia Lou, Jing Zhao, Wang Gao, Hongtao Deng:
  Generative non-autoregressive unsupervised keyphrase extraction with neural topic modeling. 105934
• 
  Amin Ahmadi Kasani, Hedieh Sajedi:
  Hand bone age estimation using divide and conquer strategy and lightweight convolutional neural networks. 105935
• 
  Xiang Ma, Yonglei Li, Lipengcheng Wan, Zexin Xu, Jiannong Song, Jinqiu Huang:
  Classification of seed corn ears based on custom lightweight convolutional neural network and improved training strategies. 105936
• 
  Zhongqi Lin, Zengwei Zheng, Jingdun Jia, Wanlin Gao, Feng Huang:
  ML-CapsNet meets VB-DI-D: A novel distortion-tolerant baseline for perturbed object recognition. 105937
• 
  Kenmogne Edith Belise, Laurent Cabrel Tabueu Fotso, Clémentin Tayou Djamégni:
  A novel algorithm for mining maximal frequent gradual patterns. 105939
• 
  Joaquín Fernández-León, Keayvan Keramati, Carlos Miguel, Carlos González, Luis Baumela:
  A deep encoder-decoder for surrogate modelling of liquid moulding of composites. 105945
• 
  Lei She, Mao Ye, Shuai Li, Yu Zhao, Ce Zhu, Hu Wang:
  Single-image HDR reconstruction by dual learning the camera imaging process. 105947
• 
  Tojo Mathew, C. I. Johnpaul, B. Ajith, Jyoti R. Kini, Jeny Rajan:
  A deep learning based classifier framework for automated nuclear atypia scoring of breast carcinoma. 105949
• 
  Ke Wang, Tianqiang Zhou, Zhichuang Zhang, Tao Chen, Junlan Chen:
  PVF-DectNet: Multi-modal 3D detection network based on Perspective-Voxel fusion. 105951
• 
  Zhenhao Wang, Rui Xu, Tingyuan Nie, Dong Xu:
  Semi-supervised active learning hypothesis verification for improved geometric expression in three-dimensional object recognition. 105956
• 
  Jina Kim, Hyeongwon Kang, Pilsung Kang:
  Time-series anomaly detection with stacked Transformer representations and 1D convolutional network. 105964