Engineering Applications of Artificial Intelligence, Volume 85

Volume 85, October 2019

Research Papers

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  Tin C. Truong, Hai V. Duong, Bac Le, Philippe Fournier-Viger:
  FMaxCloHUSM: An efficient algorithm for mining frequent closed and maximal high utility sequences. 1-20
• 
  Hossein Ghafarian, Hadi Sadoghi Yazdi:
  Functional gradient approach to probabilistic minimax active learning. 21-32
• 
  Wai Ming Wang, J. W. Wang, Zhi Li, Zonggui Tian, Eric Tsui:
  Multiple affective attribute classification of online customer product reviews: A heuristic deep learning method for supporting Kansei engineering. 33-45
• 
  Chuanyu Zhang, Cunsong Wang, Ningyun Lu, Bin Jiang:
  An RBMs-BN method to RUL prediction of traction converter of CRH2 trains. 46-56
• 
  Kai Xu, Yunxiu Zeng, Qi Zhang, Quanjun Yin, Lin Sun, Kaiming Xiao:
  Online probabilistic goal recognition and its application in dynamic shortest-path local network interdiction. 57-71
• 
  Donghui Shi, Jozef M. Zurada, Waldemar Karwowski, Jian Guan, Erman Çakit:
  Batch and data streaming classification models for detecting adverse events and understanding the influencing factors. 72-84
• 
  Trong Hop Dang, Dinh Sinh Mai, Long Thanh Ngo:
  Multiple kernel collaborative fuzzy clustering algorithm with weighted super-pixels for satellite image land-cover classification. 85-98
• 
  Zhihao Peng, Zaher Al-Chami, Hervé Manier, Marie-Ange Manier:
  A hybrid particle swarm optimization for the selective pickup and delivery problem with transfers. 99-111
• 
  Tapan Senapati, Ronald R. Yager:
  Fermatean fuzzy weighted averaging/geometric operators and its application in multi-criteria decision-making methods. 112-121
• 
  Tatiana Chakravorti, Lipsa Priyadarshini, P. K. Dash, Badri Narayan Sahu:
  Islanding and non-islanding disturbance detection in microgrid using optimized modes decomposition based robust random vector functional link network. 122-136
• 
  Yong Wang, Xinbin Luo, Lu Ding, Shan Fu, Xian Wei:
  Robust visual tracking based on response stability. 137-149
• 
  Jinhua Lin, Lin Ma, Yu Yao:
  Segmentation of casting defect regions for the extraction of microstructural properties. 150-163
• 
  Alba Fernández, Marcos Ortega, Joaquim de Moura, Jorge Novo, Manuel G. Penedo:
  Automatic evaluation of eye gestural reactions to sound in video sequences. 164-174
• 
  Jerry Chun-Wei Lin, Yinan Shao, Yujie Zhou, Matin Pirouz, Hsing-Chung Chen:
  A Bi-LSTM mention hypergraph model with encoding schema for mention extraction. 175-181

Special Issue on Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems

• 
  Dongrui Wu, Jerry M. Mendel:
  Recommendations on designing practical interval type-2 fuzzy systems. 182-193

Research Papers

• 
  Prasenjit Pramanik, Manas Kumar Maiti:
  An inventory model for deteriorating items with inflation induced variable demand under two level partial trade credit : A hybrid ABC-GA approach. 194-207

Special Issue on Internet of Things (IoT) for In-Vehicle Systems

• 
  Iuon-Chang Lin, Chen-Yang Cheng, Hsiang-Yu Chen:
  A real-time parking service with proxy re-encryption in vehicular cloud computing. 208-213

Research Papers

• 
  Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara:
  Online learning control with Echo State Networks of an oil production platform. 214-228
• 
  Pooja Saigal, Suresh Chandra, Reshma Rastogi:
  Multi-category ternion support vector machine. 229-242
• 
  David Leonardo Leottau, Kenzo Lobos-Tsunekawa, Francisco Jaramillo, Javier Ruiz-del-Solar:
  Accelerating decentralized reinforcement learning of complex individual behaviors. 243-253
• 
  Zichen Zhang, Shifei Ding, Weikuan Jia:
  A hybrid optimization algorithm based on cuckoo search and differential evolution for solving constrained engineering problems. 254-268
• 
  Donghong Tian, Chunlan Zhao, Bing Wang, Meng Zhou:
  A MEMCIF-IN method for safety risk assessment in oil and gas industry based on interval numbers and risk attitudes. 269-283
• 
  Diego H. S. Nolasco, Flávio B. Costa, Eduardo Silva Palmeira, Denis Keuton Alves, Benjamín R. C. Bedregal, Thiago de Oliveira Alves Rocha, Ricardo Lúcio de Araujo Ribeiro, Juliano C. L. Silva:
  Wavelet-fuzzy power quality diagnosis system with inference method based on overlap functions: Case study in an AC microgrid. 284-294
• 
  Zewei Zheng, Zhiyuan Guan, Yunpeng Ma, Bing Zhu:
  Constrained path-following control for an airship with uncertainties. 295-306
• 
  Fatma Kutlu Gündogdu, Cengiz Kahraman:
  A novel fuzzy TOPSIS method using emerging interval-valued spherical fuzzy sets. 307-323
• 
  Andries P. Engelbrecht, Jacomine Grobler, Joost Langeveld:
  Set based particle swarm optimization for the feature selection problem. 324-336
• 
  Sofia Marino, Pierre Beauseroy, André Smolarz:
  Weakly-supervised learning approach for potato defects segmentation. 337-346
• 
  Daniel Valcarce, Alfonso Landin, Javier Parapar, Álvaro Barreiro:
  Collaborative filtering embeddings for memory-based recommender systems. 347-356
• 
  Sara Perez-Carabaza, Jürgen Scherer, Bernhard Rinner, José Antonio López Orozco, Eva Besada-Portas:
  UAV trajectory optimization for Minimum Time Search with communication constraints and collision avoidance. 357-371

Special Issue on Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems

• 
  Aykut Beke, Tufan Kumbasar:
  Learning with Type-2 Fuzzy activation functions to improve the performance of Deep Neural Networks. 372-384

Research Papers

• 
  Mohammed Ayoub Juman, Yee Wan Wong, Rajprasad Kumar Rajkumar, Ken Weng Kow, Zhen Wei Yap:
  An incremental unsupervised learning based trajectory controller for a 4 wheeled skid steer mobile robot. 385-392
• 
  Kaixin Gong, Chunfang Chen:
  Multiple-attribute decision making based on equivalence consistency under probabilistic linguistic dual hesitant fuzzy environment. 393-401
• 
  Javad Salimi Sartakhti, Homayun Afrabandpey, Nasser Ghadiri:
  Fuzzy least squares twin support vector machines. 402-409
• 
  Mauro Fernández-Sanjurjo, Brais Bosquet, Manuel Mucientes, Víctor M. Brea:
  Real-time visual detection and tracking system for traffic monitoring. 410-420
• 
  Hosseinali Ghiassirad, Mahdi Aliyari Shoorehdeli, Faezeh Farivar:
  Application of constrained learning in making deep networks more transparent, regularized, and biologically plausible. 421-428
• 
  Sultan Daud Khan:
  Congestion detection in pedestrian crowds using oscillation in motion trajectories. 429-443
• 
  Vidyadhar H. Iyer, S. Mahesh, Rohit Malpani, Mandar Sapre, Anand J. Kulkarni:
  Adaptive Range Genetic Algorithm: A hybrid optimization approach and its application in the design and economic optimization of Shell-and-Tube Heat Exchanger. 444-461
• 
  Zeinab Aslipour, Alireza Yazdizadeh:
  Identification of nonlinear systems using adaptive variable-order fractional neural networks (Case study: A wind turbine with practical results). 462-473
• 
  Radhia Fazai, Majdi Mansouri, Kamal Abodayeh, Vicenç Puig, M.-I. Noori Raouf, Hazem N. Nounou, Mohamed N. Nounou:
  Multiscale Gaussian process regression-based generalized likelihood ratio test for fault detection in water distribution networks. 474-491
• 
  Neta Rabin, Maya Golan, Gonen Singer, Dvir Kleper:
  Modeling and Analysis of Students' Performance Trajectories using Diffusion Maps and Kernel Two-Sample Tests. 492-503
• 
  Alberto Fernández-Isabel, Paulo Peixoto, Isaac Martín de Diego, Cristina Conde, Enrique Cabello:
  Combining dynamic finite state machines and text-based similarities to represent human behavior. 504-516

Special Issue on 30 Years of Engineering Applications of Artificial Intelligence Journal

• 
  Amit K. Shukla, Manvendra Janmaijaya, Ajith Abraham, Pranab K. Muhuri:
  Engineering applications of artificial intelligence: A bibliometric analysis of 30 years (1988-2018). 517-532

Research Papers

• 
  Xing Fang, Zhuoning Yuan:
  Performance enhancing techniques for deep learning models in time series forecasting. 533-542
• 
  Cristina C. B. Cavalcante, Célio Maschio, Antonio Alberto S. Santos, Denis J. Schiozer, Anderson Rocha:
  A continuous learning algorithm for history matching. 543-568
• 
  Ali Derakhshan, Hamid Beigy:
  Sentiment analysis on stock social media for stock price movement prediction. 569-578
• 
  Chakkrit Termritthikun, Yeshi Jamtsho, Paisarn Muneesawang:
  On-device facial verification using NUF-Net model of deep learning. 579-589
• 
  Adrià Salvador Palau, Maharshi Harshadbhai Dhada, Kshitij Bakliwal, Ajith Kumar Parlikad:
  An Industrial Multi Agent System for real-time distributed collaborative prognostics. 590-606
• 
  Ali Kazemy, Hoda Moodi:
  Finite-frequency H∞ control design for T-S fuzzy systems with state/input delay and physical constraints. 607-618
• 
  Fatemeh Zarisfi Kermani, Esfandiar Eslami, Faramarz Sadeghi:
  Global Filter-Wrapper method based on class-dependent correlation for text classification. 619-633
• 
  Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
  A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems. 634-644
• 
  Juan J. Lastra-Díaz, Josu Goikoetxea, Mohamed Ali Hadj Taieb, Ana García-Serrano, Mohamed Ben Aouicha, Eneko Agirre:
  A reproducible survey on word embeddings and ontology-based methods for word similarity: Linear combinations outperform the state of the art. 645-665
• 
  Oscar Castillo, Patricia Melin, Emanuel Ontiveros, Cinthia Peraza, Patricia Ochoa, Fevrier Valdez, Jose Soria:
  A high-speed interval type 2 fuzzy system approach for dynamic parameter adaptation in metaheuristics. 666-680
• 
  Mohamed Amine Atoui, Achraf Cohen, Sylvain Verron, Abdessamad Kobi:
  A single Bayesian network classifier for monitoring with unknown classes. 681-690

Special Issue on Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems

• 
  Reda Boukezzoula, Luc Jaulin, Laurent Foulloy:
  Thick gradual intervals: An alternative interpretation of type-2 fuzzy intervals and its potential use in type-2 fuzzy computations. 691-712

Research Papers

• 
  Álvaro García-Faura, Fernando Fernández Martínez, Ricardo Kleinlein, Rubén San-Segundo-Hernández, Fernando Díaz-de-María:
  A multi-threshold approach and a realistic error measure for vanishing point detection in natural landscapes. 713-726
• 
  Li Ni, Wenjian Luo, Wenjie Zhu, Wenjie Liu:
  Clustering by finding prominent peaks in density space. 727-739
• 
  Xiaohua Zhu, Ning Wang:
  Cuckoo search algorithm with onlooker bee search for modeling PEMFCs using T2FNN. 740-753
• 
  Qing Liu, Ye Tian, Bingyi Kang:
  Derive knowledge of Z-number from the perspective of Dempster-Shafer evidence theory. 754-764
• 
  Yanru Wang, Shifei Ding, Xiao Xu, Weikuan Jia:
  The multi-tag semantic correlation used for micro-blog user interest modeling. 765-772
• 
  Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
  Community detection based on Game Theory. 773-782
• 
  Zhen-Song Chen, Luis Martínez-López, Jian-Peng Chang, Xianjia Wang, Sheng-Hua Xiong, Kwai-Sang Chin:
  Sustainable building material selection: A QFD- and ELECTRE III-embedded hybrid MCGDM approach with consensus building. 783-807
• 
  Loïc Bidoux, Jean-Paul Pignon, Frédérick Bénaben:
  Planning with preferences using Multi-Attribute Utility Theory along with a Choquet Integral. 808-817
• 
  Mahamed G. H. Omran, Salah Al-Sharhan:
  Improved continuous Ant Colony Optimization algorithms for real-world engineering optimization problems. 818-829
• 
  Peixian Zhuang, Xinghao Ding:
  Divide-and-conquer framework for image restoration and enhancement. 830-844
• 
  Varun Ojha, Ajith Abraham, Václav Snásel:
  Heuristic design of fuzzy inference systems: A review of three decades of research. 845-864
• 
  Liping Sun, Tao Tao, Xiaoyao Zheng, Shuting Bao, Yonglong Luo:
  Combining density peaks clustering and gravitational search method to enhance data clustering. 865-873

Special Issue on Internet of Things (IoT) for In-Vehicle Systems

• 
  Shih-Chia Huang, Jenq-Neng Hwang, Sy-Yen Kuo, Alécio P. D. Binotto, Devesh Upadhyay, Patrick C. K. Hung:
  Special issue on Internet of Things (IoT) for in-vehicle systems. 874-875