Contributed by Kay Tancock – k.tancock@elsevier.com
Engineering Applications of Artificial Intelligence
Volume 109 – March 2022
RESEARCH PAPERS:
• Enrico Bellocchio, Francesco Crocetti, Gabriele Costante, Mario Luca Fravolini, Paolo Valigi, A novel vision-based weakly supervised framework for autonomous yield estimation in agricultural applications, https://doi.org/10.1016/j.engappai.2021.104615.
• Qimin Jin, Rongheng Lin, Fangchun Yang, BroadGAN: Generative adversarial networks of discriminating separate features based on broad learning, https://doi.org/10.1016/j.engappai.2021.104640.
• Ke-Wei Jie, San-Yang Liu, Xiao-Jun Sun, A hybrid algorithm for time-dependent vehicle routing problem with soft time windows and stochastic factors, https://doi.org/10.1016/j.engappai.2021.104606.
• Yanan Li, Ruonan Zhu, Xiangjun Mi, Bingyi Kang, An intelligent quality-based fusion method for complex-valued distributions using POWA operator, https://doi.org/10.1016/j.engappai.2021.104618.
• Helong Yu, Jiuman Song, Chengcheng Chen, Ali Asghar Heidari, Jiawen Liu, Huiling Chen, Atef Zaguia, Majdi Mafarja, Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm, https://doi.org/10.1016/j.engappai.2021.104653.
• Hongquan Gui, Jialan Liu, Chi Ma, Mengyuan Li, Shilong Wang, New mist-edge-fog-cloud system architecture for thermal error prediction and control enabled by deep-learning, https://doi.org/10.1016/j.engappai.2021.104626.
• Masih Hanifi, Hicham Chibane, Remy Houssin, Denis Cavallucci, Problem formulation in inventive design using Doc2vec and Cosine Similarity as Artificial Intelligence methods and Scientific Papers, https://doi.org/10.1016/j.engappai.2022.104661.
• Soumaia Kahloul, Djaafar Zouache, Boualem Brahmi, Adel Got, A multi-external archive-guided Henry Gas Solubility Optimization algorithm for solving multi-objective optimization problems, https://doi.org/10.1016/j.engappai.2021.104588.
• Monorama Swain, Tanmaya Tapaswini Tripathy, Rutuparna Panda, Sanjay Agrawal, Ajith Abraham, Differential exponential entropy-based multilevel threshold selection methodology for colour satellite images using equilibrium-cuckoo search optimizer, https://doi.org/10.1016/j.engappai.2021.104599.
• Alexander Diedrich, Oliver Niggemann, On Residual-based Diagnosis of Physical Systems, https://doi.org/10.1016/j.engappai.2021.104636.
• Zhuo Zhang, Hongfei Wang, Jie Geng, Wen Jiang, Xinyang Deng, Wang Miao, An information fusion method based on deep learning and fuzzy discount-weighting for target intention recognition, https://doi.org/10.1016/j.engappai.2021.104610.
• Junting Zhao, Meng Dang, Zhihao Chen, Liang Wan, DSU-Net: Distraction-Sensitive U-Net for 3D lung tumor segmentation, https://doi.org/10.1016/j.engappai.2021.104649.
• Liqin Yu, Fuyuan Cao, Weighted matrix-object data clustering guided by matrix-object distributions, https://doi.org/10.1016/j.engappai.2021.104612.
• Mallikarjun Rao Nakkala, Alok Singh, André Rossi, Swarm intelligence, exact and matheuristic approaches for minimum weight directed dominating set problem, https://doi.org/10.1016/j.engappai.2021.104647.
• Anderson Pablo Freitas Evangelista, Ginalber Luiz de Oliveira Serra, Type-2 fuzzy instrumental variable algorithm for evolving neural-fuzzy modeling of nonlinear dynamic systems in noisy environment, https://doi.org/10.1016/j.engappai.2021.104620.
• Lianpeng Zhao, Qiuhua Tang, Zikai Zhang, An improved preference-based variable neighborhood search algorithm with ar-dominance for assembly line balancing considering preventive maintenance scenarios, https://doi.org/10.1016/j.engappai.2021.104593.
• Stefanos Nikolopoulos, Ioannis Kalogeris, Vissarion Papadopoulos, Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders, https://doi.org/10.1016/j.engappai.2021.104652.
• Shuang Bai, Wenchao Gu, Lingxing Kong, Interweave features of Deep Convolutional Neural Networks for semantic segmentation, https://doi.org/10.1016/j.engappai.2021.104587.
• Kolawole Ogunsina, Daniel DeLaurentis, Enabling integration and interaction for decentralized artificial intelligence in airline disruption management, https://doi.org/10.1016/j.engappai.2021.104600.
• Dawei Xie, Fuyuan Xiao, Witold Pedrycz, Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making, https://doi.org/10.1016/j.engappai.2021.104568.
• Jueming Hu, Yuhao Wang, Yutian Pang, Yongming Liu, Optimal maintenance scheduling under uncertainties using Linear Programming-enhanced Reinforcement Learning, https://doi.org/10.1016/j.engappai.2021.104655.
• Di Wang, Haoyue Liu, Yuming Li, Intelligent weight generation algorithm based on binary isolation tree, https://doi.org/10.1016/j.engappai.2021.104604.
• Lizandro de Souza Oliveira, Amanda Argou, Renato Dilli, Adenauer Yamin, Renata Reiser, Benjamín Bedregal, Exploring fuzzy set consensus analysis in IoT resource ranking, https://doi.org/10.1016/j.engappai.2021.104617.
• Christoph Lohrmann, Pasi Luukka, Nonspecificity, strife and total uncertainty in supervised feature selection, https://doi.org/10.1016/j.engappai.2021.104628.
• Brunno Abreu, Mateus Grellert, Sergio Bampi, A framework for designing power-efficient inference accelerators in tree-based learning applications, https://doi.org/10.1016/j.engappai.2021.104638.
• Shiming Song, Pengjun Wang, Ali Asghar Heidari, Xuehua Zhao, Huiling Chen, Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction, https://doi.org/10.1016/j.engappai.2021.104608.
• Ibrahim Yazici, Omer Faruk Beyca, Dursun Delen, Deep-learning-based short-term electricity load forecasting: A real case application, https://doi.org/10.1016/j.engappai.2021.104645.
• Igor Tchappi, Yazan Mualla, Stéphane Galland, André Bottaro, Vivient Corneille Kamla, Jean Claude Kamgang, Multilevel and holonic model for dynamic holarchy management: Application to large-scale road traffic, https://doi.org/10.1016/j.engappai.2021.104622.
• Shengnan Wu, Bin Li, Yangfan Zhou, Maoyu Chen, Yiliu Liu, Laibin Zhang, Hybrid Dynamic Bayesian network method for performance analysis of safety barriers considering multi-maintenance strategies, https://doi.org/10.1016/j.engappai.2021.104624.
• Marco Maggipinto, Matteo Terzi, Gian Antonio Susto, IntroVAC: Introspective Variational Classifiers for learning interpretable latent subspaces, https://doi.org/10.1016/j.engappai.2021.104658.
• Federico Zocco, Seán McLoone, Recovery of linear components: Reduced complexity autoencoder designs, https://doi.org/10.1016/j.engappai.2022.104663.
SPECIAL ISSUE ON INTELLIGENT CONTROL AND OPTIMISATION:
• Wen Song, Zhiguang Cao, Jie Zhang, Chi Xu, Andrew Lim, Learning variable ordering heuristics for solving Constraint Satisfaction Problems, https://doi.org/10.1016/j.engappai.2021.104603
