Contributed by Kay Tancock, k.tancock@elsevier.com
Engineering Applications of Artificial Intelligence
Volume 104, September 2021
Research Papers
• Yaping Xiao, Hanbin Chi, Qiqi Li, An improved artificial tree algorithm with two populations (IATTP), https://doi.org/10.1016/j.engappai.2021.104324
• Carmelo Fabio Longo, Francesco Longo, Corrado Santoro, Caspar: Towards decision making helpers agents for IoT, based on natural language and first order logic reasoning, https://doi.org/10.1016/j.engappai.2021.104269
• Joseph Kopacz, Jason Roney, Roman Herschitz, Deep replacement: Reinforcement learning based constellation management and autonomous replacement, https://doi.org/10.1016/j.engappai.2021.104316
• Linfei Yin, Shengyuan Li, Hybrid metaheuristic multi-layer reinforcement learning approach for two-level energy management strategy framework of multi-microgrid systems, https://doi.org/10.1016/j.engappai.2021.104326
• Manizheh GhaemiDizaji, Chitra Dadkhah, Henry Leung, Efficient robot localization and SLAM algorithms using Opposition based High Dimensional optimization Algorithm, https://doi.org/10.1016/j.engappai.2021.104308
• Lin Lu, Shengwu Xiong, Yaxiong Chen, A bi-level distribution mixture framework for unsupervised driving performance evaluation from naturalistic truck driving data, https://doi.org/10.1016/j.engappai.2021.104349
• Eduardo Quintero-Manríquez, Edgar N. Sanchez, M. Elena Antonio-Toledo, Flavio Muñoz, Neural control of an induction motor with regenerative braking as electric vehicle architecture, https://doi.org/10.1016/j.engappai.2021.104275
• Jinjin Zhang, Xiaodong Mu, Peng Zhao, Kai Kang, Chenhui Ma, Improving current interest with item and review sequential patterns for sequential recommendation, https://doi.org/10.1016/j.engappai.2021.104348
• Chenliang Liu, Yalin Wang, Kai Wang, Xiaofeng Yuan, Deep learning with nonlocal and local structure preserving stacked autoencoder for soft sensor in industrial processes, https://doi.org/10.1016/j.engappai.2021.104341
• Jianhua Jiang, Yutong Liu, Ziying Zhao, TriTSA: Triple Tree-Seed Algorithm for dimensional continuous optimization and constrained engineering problems, https://doi.org/10.1016/j.engappai.2021.104303
• Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand, Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends, https://doi.org/10.1016/j.engappai.2021.104325
• Zhanhao Zhang, Fuyuan Xiao, A novel complex evidential distance with its application in pattern recognition, https://doi.org/10.1016/j.engappai.2021.104312
• Abdelhakim Hannousse, Salima Yahiouche, Towards benchmark datasets for machine learning based website phishing detection: An experimental study, https://doi.org/10.1016/j.engappai.2021.104347
• Guirong Weng, Bin Dong, A new active contour model driven by pre-fitting bias field estimation and clustering technique for image segmentation, https://doi.org/10.1016/j.engappai.2021.104299
• Jan Maciej Kościelny, Michał Bartyś, Anna Sztyber, Diagnosing with a hybrid fuzzy–Bayesian inference approach, https://doi.org/10.1016/j.engappai.2021.104345
• Jiaqi Gu, Ping Guo, PEAVC: An improved minimum vertex cover solver for massive sparse graphs, https://doi.org/10.1016/j.engappai.2021.104344
• Mateusz Zimoch, Urszula Markowska-Kaczmar, Human flow recognition using deep networks and vision methods, https://doi.org/10.1016/j.engappai.2021.104346
• Yige Xue, Yong Deng, A real Shapley value for evidential games with fuzzy characteristic function, https://doi.org/10.1016/j.engappai.2021.104350
• Patrick Bleiziffer, Jürgen Hofmann, Robert Zboray, Thorsten Wiege, Roger Herger, Predicting the fiber orientation in glass fiber reinforced polymers using the moment of inertia and convolutional neural networks, https://doi.org/10.1016/j.engappai.2021.104351
• Chuanxi Jin, Yan Ran, Zhichao Wang, Genbao Zhang, Prioritization of key quality characteristics with the three-dimensional HoQ model-based interval-valued spherical fuzzy-ORESTE method, https://doi.org/10.1016/j.engappai.2021.104271
• Hoda Zamani, Mohammad H. Nadimi-Shahraki, Amir H. Gandomi, QANA: Quantum-based avian navigation optimizer algorithm, https://doi.org/10.1016/j.engappai.2021.104314
• Julian von Schleinitz, Michael Graf, Wolfgang Trutschnig, Andreas Schröder, VASP: An autoencoder-based approach for multivariate anomaly detection and robust time series prediction with application in motorsport, https://doi.org/10.1016/j.engappai.2021.104354
• SenPeng Chen, Jia Wu, XiYuan Liu, EMORL: Effective multi-objective reinforcement learning method for hyperparameter optimization, https://doi.org/10.1016/j.engappai.2021.104315
• Bo-Wen Yuan, Zhong-Liang Zhang, Xing-Gang Luo, Yang Yu, Xiao-Hua Zou, Xiao-Dong Zou, OIS-RF: A novel overlap and imbalance sensitive random forest, https://doi.org/10.1016/j.engappai.2021.104355
• Xubing Yang, Run Chen, Fuquan Zhang, Li Zhang, Xijian Fan, Qiaolin Ye, Liyong Fu, Pixel-level automatic annotation for forest fire image, https://doi.org/10.1016/j.engappai.2021.104353
• Huiling Huang, Zhifu Tao, Jinpei Liu, Jianhua Cheng, Huayou Chen, Exploiting fractional accumulation and background value optimization in multivariate interval grey prediction model and its application, https://doi.org/10.1016/j.engappai.2021.104360
• Darren E. Holland, Robert J. Olesen, James E. Bevins, Multi-objective genetic algorithm optimization of a directionally sensitive radiation detection system using a surrogate transport model, https://doi.org/10.1016/j.engappai.2021.104357
• Yuchen Dai, Shuangfei Ni, Dezhi Xu, Liyan Zhang, Xing-Gang Yan, Disturbance-observer based prescribed-performance fuzzy sliding mode control for PMSM in electric vehicles, https://doi.org/10.1016/j.engappai.2021.104361
• Fanyong Meng, Witold Pedrycz, Jie Tang, Hamido Fujita, Interactive algorithms for normalized probabilistic linguistic preference relations in view of the disjunctive probability based consistency and consensus analysis, https://doi.org/10.1016/j.engappai.2021.104363
• Nimisha Ghosh, Sayantan Saha, Rourab Paul, iDCR: Improved Dempster Combination Rule for multisensor fault diagnosis, https://doi.org/10.1016/j.engappai.2021.104369
• Chun-Na Li, Yi-Fan Qi, Yuan-Hai Shao, Yan-Ru Guo, Ya-Fen Ye, Robust two-dimensional capped l2,1-norm linear discriminant analysis with regularization and its applications on image recognition, https://doi.org/10.1016/j.engappai.2021.104367
• Liming Xiao, Guangquan Huang, Genbao Zhang, Improved assessment model for candidate design schemes with an interval rough integrated cloud model under uncertain group environment, https://doi.org/10.1016/j.engappai.2021.104352
• Raúl Mencía, Carlos Mencía, Ramiro Varela, Efficient repairs of infeasible job shop problems by evolutionary algorithms, https://doi.org/10.1016/j.engappai.2021.104368
• Ronghua Shang, Yang Meng, Weitong Zhang, Fanhua Shang, Licheng Jiao, Shuyuan Yang, Graph Convolutional Neural Networks with Geometric and Discrimination information, https://doi.org/10.1016/j.engappai.2021.104364
• Chuanxia Jian, Kaijun Yang, Yinhui Ao, Industrial fault diagnosis based on active learning and semi-supervised learning using small training set, https://doi.org/10.1016/j.engappai.2021.104365
• Guiliang Gong, Raymond Chiong, Qianwang Deng, Wenwu Han, Like Zhang, Dan Huang, Energy-efficient production scheduling through machine on/off control during preventive maintenance, https://doi.org/10.1016/j.engappai.2021.104359
• David Roch-Dupré, Tad Gonsalves, Asunción P. Cucala, Ramón R. Pecharromán, Álvaro J. López-López, Antonio Fernández-Cardador, Multi-stage optimization of the installation of Energy Storage Systems in railway electrical infrastructures with nature-inspired optimization algorithms, https://doi.org/10.1016/j.engappai.2021.104370
• Levi R. Abreu, Roberto F. Tavares-Neto, Marcelo S. Nagano, A new efficient biased random key genetic algorithm for open shop scheduling with routing by capacitated single vehicle and makespan minimization, https://doi.org/10.1016/j.engappai.2021.104373
• Carlos Maté, Lucía Jimeńez, Forecasting exchange rates with the iMLP: New empirical insight on one multi-layer perceptron for interval time series (ITS), https://doi.org/10.1016/j.engappai.2021.104358
• Sunghong Park, Junhee Cho, Kanghee Park, Hyunjung Shin, Customer sentiment analysis with more sensibility, https://doi.org/10.1016/j.engappai.2021.104356
• Issam Chekakta, Djamel E.C. Belkhiat, Kevin Guelton, Dalel Jabri, Noureddine Manamanni, Asynchronous observer design for switched T–S systems with unmeasurable premises and switching mismatches, https://doi.org/10.1016/j.engappai.2021.104371
• B. Mohammad Hasani Zade, N. Mansouri, M.M. Javidi, Multi-objective scheduling technique based on hybrid hitchcock bird algorithm and fuzzy signature in cloud computing, https://doi.org/10.1016/j.engappai.2021.104372
• Shipin Yang, Nelson Max, Shengdong Xie, Lijuan Li, Tingting Zhao, Photovoltaic cell model parameter optimization using micro-charge field effect P systems, https://doi.org/10.1016/j.engappai.2021.104374
• Ying Zhang, Bin Wu, Yao-Yi Chiang, Xin Zhang, Yuanchang Chen, Muyang Li, Fanyu Li, BiS4EV: A fast routing algorithm considering charging stations and preferences for electric vehicles, https://doi.org/10.1016/j.engappai.2021.104378
• Phillip Swazinna, Steffen Udluft, Thomas Runkler, Overcoming model bias for robust offline deep reinforcement learning, https://doi.org/10.1016/j.engappai.2021.104366
• Peng Wu, Catherine A. Harris, Georgios Salavasidis, Alvaro Lorenzo-Lopez, Izzat Kamarudzaman, Alexander B. Phillips, Giles Thomas, Enrico Anderlini, Unsupervised anomaly detection for underwater gliders using generative adversarial networks, https://doi.org/10.1016/j.engappai.2021.104379
• Qunwang Yao, Yi Qin, Xin Wang, Quan Qian, Multiscale domain adaption models and their application in fault transfer diagnosis of planetary gearboxes, https://doi.org/10.1016/j.engappai.2021.104383
• Zhan Deng, Jianyu Wang, A new evidential similarity measurement based on Tanimoto measure and its application in multi-sensor data fusion, https://doi.org/10.1016/j.engappai.2021.104380
• Junxiu Liu, Hao Lu, Yuling Luo, Su Yang, Spiking neural network-based multi-task autonomous learning for mobile robots, https://doi.org/10.1016/j.engappai.2021.104362
• Shuai Chen, Quan-Ke Pan, Liang Gao, Hong-yan Sang, A population-based iterated greedy algorithm to minimize total flowtime for the distributed blocking flowshop scheduling problem, https://doi.org/10.1016/j.engappai.2021.104375
• WenXin Yu, WeiHong Xiao, A new solving function optimization problems methods—Resonance Algorithm, https://doi.org/10.1016/j.engappai.2021.104385
• Lili Pei, Zhaoyun Sun, Liyang Xiao, Wei Li, Jing Sun, He Zhang, Virtual generation of pavement crack images based on improved deep convolutional generative adversarial network, https://doi.org/10.1016/j.engappai.2021.104376
• Takeshi Ebina, Keita Kinjo, Approaching the social dilemma of autonomous vehicles with a general social welfare function, https://doi.org/10.1016/j.engappai.2021.104390
• Guangquan Huang, Liming Xiao, Genbao Zhang, Decision-making model of machine tool remanufacturing alternatives based on dual interval rough number clouds, https://doi.org/10.1016/j.engappai.2021.104392
• Kai Wang, Zhiying Guo, Yalin Wang, Xiaofeng Yuan, Chunhua Yang, Common and specific deep feature representation for multimode process monitoring using a novel variable-wise weighted parallel network, https://doi.org/10.1016/j.engappai.2021.104381
• Raza Ali, Joon Huang Chuah, Mohamad Sofian Abu Talip, Norrima Mokhtar, Muhammad Ali Shoaib, Automatic pixel-level crack segmentation in images using fully convolutional neural network based on residual blocks and pixel local weights, https://doi.org/10.1016/j.engappai.2021.104391
• Alberto Castellini, Enrico Marchesini, Alessandro Farinelli, Partially Observable Monte Carlo Planning with state variable constraints for mobile robot navigation, https://doi.org/10.1016/j.engappai.2021.104382
• Manish Aggarwal, Attitude-based entropy function and applications in decision-making, https://doi.org/10.1016/j.engappai.2021.104290
• Jorge Echavarria, Alicia Morales-Reyes, René Cumplido, Miguel A. Salido, Claudia Feregrino-Uribe, IP-cores watermarking scheme at behavioral level using genetic algorithms, https://doi.org/10.1016/j.engappai.2021.104386
• Yunlong Wang, Yongfu Wang, Ming Tie, Hybrid adaptive learning neural network control for steer-by-wire systems via sigmoid tracking differentiator and disturbance observer, https://doi.org/10.1016/j.engappai.2021.104393
• Anil Kumar, Govind Vashishtha, C.P. Gandhi, Hesheng Tang, Jiawei Xiang, Tacho-less sparse CNN to detect defects in rotor-bearing systems at varying speed, https://doi.org/10.1016/j.engappai.2021.104401
• Akanksha Singh, Sanjay Kumar, Picture fuzzy set and quality function deployment approach based novel framework for multi-criteria group decision making method, https://doi.org/10.1016/j.engappai.2021.104395
• Javier Civit-Masot, Francisco Luna-Perejón, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado-Estévez, Antón Civit, A study on the use of Edge TPUs for eye fundus image segmentation, https://doi.org/10.1016/j.engappai.2021.104384
• Chakkrit Termritthikun, Yeshi Jamtsho, Jirarat Ieamsaard, Paisarn Muneesawang, Ivan Lee, EEEA-Net: An Early Exit Evolutionary Neural Architecture Search, https://doi.org/10.1016/j.engappai.2021.104397
• Haibin Xie, Peng Li, A density-based evolutionary clustering algorithm for intelligent development, https://doi.org/10.1016/j.engappai.2021.104396
• Ruozhen Cheng, Jing Chen, A location conversion method for roads through deep learning-based semantic matching and simplified qualitative direction knowledge representation, https://doi.org/10.1016/j.engappai.2021.104400
• Meng Jiao, Dongqing Wang, Yan Yang, Feng Liu, More intelligent and robust estimation of battery state-of-charge with an improved regularized extreme learning machine, https://doi.org/10.1016/j.engappai.2021.104407
• Elena Rica, Susana Álvarez, Francesc Serratosa, Group of components detection in engineering drawings based on graph matching, https://doi.org/10.1016/j.engappai.2021.104404
• Andrija Petrović, Mladen Nikolić, Miloš Jovanović, Miloš Bijanić, Boris Delibašić, Fair classification via Monte Carlo policy gradient method, https://doi.org/10.1016/j.engappai.2021.104398
• Xi Chen, Weihua Cao, Chao Gan, Yasuhiro Ohyama, Jinhua She, Min Wu, Semi-supervised support vector regression based on data similarity and its application to rock-mechanics parameters estimation, https://doi.org/10.1016/j.engappai.2021.104317
• Elena Hernández-Nieves, Guillermo Hernández, Ana B. Gil-González, Sara Rodríguez-González, Juan M. Corchado, CEBRA: A CasE-Based Reasoning Application to recommend banking products, https://doi.org/10.1016/j.engappai.2021.104327
• Fatma Outay, Stéphane Galland, Nicolas Gaud, Abdeljalil Abbas-Turki, Simulation of connected driving in hazardous weather conditions: General and extensible multiagent architecture and models, https://doi.org/10.1016/j.engappai.2021.104412
Short Survey
• Amrita Sisodia, Rajni Jindal, A meta-analysis of industry 4.0 design principles applied in the health sector, https://doi.org/10.1016/j.engappai.2021.104377
• Keyvan Golalipour, Ebrahim Akbari, Seyed Saeed Hamidi, Malrey Lee, Rasul Enayatifar, From clustering to clustering ensemble selection: A review, https://doi.org/10.1016/j.engappai.2021.104388
• P. Shunmuga Perumal, M. Sujasree, Suresh Chavhan, Deepak Gupta, Venkat Mukthineni, Soorya Ram Shimgekar, Ashish Khanna, Giancarlo Fortino, An insight into crash avoidance and overtaking advice systems for Autonomous Vehicles: A review, challenges and solutions, https://doi.org/10.1016/j.engappai.2021.104406
