Issue 9/2019
Special Issue on Emergence in Human-like Intelligence towards Cyber-Physical Systems (pp. 4451-5678)
Content (80 Articles)
Special issue on emergence in human-like intelligence toward cyber-physical systems
Zheng Xu, Neil Y. Yen
Intelligent learning system based on personalized recommendation technology
Hui Li, Haining Li, Shu Zhang, Zhaoman Zhong, Jiang Cheng
Fault diagnosis of gearbox based on RBF-PF and particle swarm optimization wavelet neural network
Liu Yang, Hanxin Chen
Robust guaranteed cost control for continuous-time uncertain Markov switching singular systems with mode-dependent time delays
Huanli Gao, Xueliang Liu, Fuchun Liu
Emotion recognition based on physiological signals using brain asymmetry index and echo state network
Fuji Ren, Yindong Dong, Wei Wang
Iterative learning control for linear generalized distributed parameter system
Yingjun Zhang, Yinghui Li, Mengji Chen
Civil engineering supervision video retrieval method optimization based on spectral clustering and R-tree
Shifeng Wu, Huazhu Song, Gui Cheng, Xian Zhong
Design of deep learning accelerated algorithm for online recognition of industrial products defects
Yufeng Shu, Yu Huang, Bin Li
Forest fire forecasting using ensemble learning approaches
Ying Xie, Minggang Peng
The prediction model of worsted yarn quality based on CNN–GRNN neural network
Zhenlong Hu, Qiang Zhao, Jun Wang
Multiple order semantic relation extraction
Shengli Song, Yulong Sun, Qiang Di
Spark-based intelligent parameter inversion method for prestack seismic data
Xuesong Yan, Zhixin Zhu, Chengyu Hu, Wenyin Gong, Qinghua Wu
Hybrid optimization algorithms by various structures for a real-world inverse scheduling problem with uncertain due-dates under single-machine shop systems
Jianhui Mou, Liang Gao, Qianjian Guo, Rufeng Xu, Xinyu Li
Constructive function approximation by neural networks with optimized activation functions and fixed weights
Feng-Jun Li
A new method of online extreme learning machine based on hybrid kernel function
Senyue Zhang, Wenan Tan, Qingjun Wang, Nan Wang
Agent–cellular automata model for the dynamic fluctuation of EV traffic and charging demands based on machine learning algorithm
Ziyu Zhai, Shu Su, Rui Liu, Chao Yang, Cong Liu
Seismic performance evaluation of existing RC structures based on hybrid sensing method
Jintao Cui, Haotao Xie, Peng Cui, Dookie Kim
Open-circuit fault detection for three-phase inverter based on backpropagation neural network
Zhendong Ji, Wei Liu
ACCP: adaptive congestion control protocol in named data networking based on deep learning
Tingting Liu, Mingchuan Zhang, Junlong Zhu, Ruijuan Zheng, Ruoshui Liu, Qingtao Wu
A novel collaborative filtering algorithm of machine learning by integrating restricted Boltzmann machine and trust information
Xiaojun Wu, Xiaojie Yuan, Chunyan Duan, Jing Wu
A novel temporal protein complexes identification framework based on density–distance and heuristic algorithm
Dan Xie, Yang Yi, Jin Zhou, Xiaodong Li, Huikun Wu
Identification of low-carbon travel block based on GIS hotspot analysis using spatial distribution learning algorithm
Quanhua Hou, Xuan Zhang, Bo Li, Xiaoqing Zhang, Wenhui Wang
Application research of multi-objective Artificial Bee Colony optimization algorithm for parameters calibration of hydrological model
Jiuyuan Huo, Liqun Liu
Machine learning-based evolution model and the simulation of a profit model of agricultural products logistics financing
Bo Yang
Deep learning of system reliability under multi-factor influence based on space fault tree
Tie-Jun Cui, Sha-sha Li
Uncertainties in the friction moment of rolling bearings based on the Bayesian theory and robust theory
Yongzhi Xu, Xintao Xia
Research on partial fingerprint recognition algorithm based on deep learning
Fanfeng Zeng, Shengda Hu, Ke Xiao
Detecting adverse drug reactions from social media based on multi-channel convolutional neural networks
Chen Shen, Hongfei Lin, Kai Guo, Kan Xu, Zhihao Yang, Jian Wang
Time series clustering based on sparse subspace clustering algorithm and its application to daily box-office data analysis
Yan Wang, Yunian Ru, Jianping Chai
Decision function with probability feature weighting based on Bayesian network for multi-label classification
Youlong Yang, Mengxiao Ding
A neural network-based method for coverage measurement of shot-peened panels
Lubna Shahid, Farrokh Janabi-Sharifi
Artificial bee colony-based neural network for the prediction of the fundamental period of infilled frame structures
Panagiotis G. Asteris, Mehdi Nikoo
A novel support vector regression algorithm incorporated with prior knowledge and error compensation for small datasets
Zhenyu Liu, Yunkun Xu, Chan Qiu, Jianrong Tan
New sinusoidal basis functions and a neural network approach to solve nonlinear Volterra–Fredholm integral equations
Stefania Tomasiello, Jorge E. Macías-Díaz, Alireza Khastan, Zahra Alijani
Discrete-time neural network with two classes of bias noises for solving time-variant matrix inversion and application to robot tracking
Peng Miao, Deyu Wu, Yanjun Shen, Zhiqiang Zhang
Neural computing for a low-frictional coatings manufacturing of aircraft engines’ piston rings
Emilia Wołowiec-Korecka, Piotr Kula, Sylwester Pawęta, Robert Pietrasik, Jacek Sawicki, Antoni Rzepkowski
A solid transportation problem in uncertain environment involving type-2 fuzzy variable
Amrit Das, Uttam Kumar Bera, Manoranjan Maiti
Process modeling and optimization of sorrel biodiesel synthesis using barium hydroxide as a base heterogeneous catalyst: appraisal of response surface methodology, neural network and neuro-fuzzy system
Niyi B. Ishola, Adebisi A. Okeleye, Ajiboye S. Osunleke, Eriola Betiku
Adaptive memetic method of multi-objective genetic evolutionary algorithm for backpropagation neural network
Ashraf Osman Ibrahim, Siti Mariyam Shamsuddin, Ajith Abraham, Sultan Noman Qasem
Fast unsupervised feature selection based on the improved binary ant system and mutation strategy
Zhaleh Manbari, Fardin Akhlaghian Tab, Chiman Salavati
Anatomical connectivity changes in bipolar disorder and schizophrenia investigated using whole-brain tract-based spatial statistics and machine learning approaches
Bernis Sutcubasi, Sinem Zeynep Metin, Turker Tekin Erguzel, Baris Metin, Cumhur Tas, Mehmet Kemal Arikan, Nevzat Tarhan
Speed limit sign detection and recognition system using SVM and MNIST datasets
Yassmina Saadna, Ali Behloul, Saliha Mezzoudj
Adaptive sampling for UAV tracking
Yong Wang, Xinbin Luo, Lu Ding, Shan Fu, Shiqiang Hu
New multi-criteria LNN WASPAS model for evaluating the work of advisors in the transport of hazardous goods
Dragan Pamučar, Siniša Sremac, Željko Stević, Goran Ćirović, Dejan Tomić
Convergence in Orlicz spaces by means of the multivariate max-product neural network operators of the Kantorovich type and applications
Danilo Costarelli, Anna Rita Sambucini, Gianluca Vinti
Three-operator splitting scheme with the reference image regularization for electrical capacitance tomography
J. Lei, Q. B. Liu, X. Y. Wang
A fast bilateral filtering algorithm based on rising cosine function
Jie Guo, Changhai Chen, Shoubing Xiang, Yang Ou, Bailin Li
A new interval type-2 fuzzy approach for analyzing and monitoring the performance of megaprojects based on earned value analysis (with a case study)
Amin Eshghi, S. Meysam Mousavi, Vahid Mohagheghi
From fuzzy center average defuzzifier (CAD) to fuzzy lookup table controller (FLTC) with an efficient Heaviside search algorithm (HSA)
Chi-Hsu Wang, Kar-Chun Hor
Removing ring artifacts in CBCT images via generative adversarial networks with unidirectional relative total variation loss
Zheng Wang, Jianwu Li, Mogendi Enoh
A new interval-valued hesitant fuzzy pairwise comparison–compromise solution methodology: an application to cross-docking location planning
S. Meysam Mousavi
Rough set theory with Jaya optimization for acute lymphoblastic leukemia classification
G. Jothi, H. Hannah Inbarani, Ahmad Taher Azar, K. Renuga Devi
Detection of Schizophrenia in brain MR images based on segmented ventricle region and deep belief networks
Manohar Latha, Ganesan Kavitha
Optimizing the multi-objective bidding strategy using min–max technique and modified water wave optimization method
Ahmad Azadi Hematabadi, Asghar Akbari Foroud
Fractional Volterra LMS algorithm with application to Hammerstein control autoregressive model identification
Naveed Ishtiaq Chaudhary, Muhammad Anwaar Manzar, Muhammad Asif Zahoor Raja
Frequency-constrained unit commitment problem with considering dynamic ramp rate limits in the presence of wind power generation
Amin Safari, Hossein Shahsavari
CHIP: Constraint Handling with Individual Penalty approach using a hybrid evolutionary algorithm
Rituparna Datta, Kalyanmoy Deb, Jong-Hwan Kim
An AI-based workflow for estimating shale barrier configurations from SAGD production histories
Jingwen Zheng, Juliana Y. Leung, Ronald P. Sawatzky, Jose M. Alvarez
Pilot tones design using particle swarm optimization for OFDM–IDMA system
Necmi Taşpınar, Şakir Şimşir
Semi-supervised multiple kernel intact discriminant space learning for image recognition
Xiwei Dong, Fei Wu, Xiao-Yuan Jing
An efficient simulation–neural network–genetic algorithm for flexible flow shops with sequence-dependent setup times, job deterioration and learning effects
A. Azadeh, A. Hasani Goodarzi, M. Hasannia Kolaee, S. Jebreili
Sustainable closed-loop supply chain network design with discount supposition
Mostafa Hajiaghaei-Keshteli, Amir Mohammad Fathollahi Fard
Delineation of groundwater prospective resources by exploiting geo-spatial decision-making techniques for the Kingdom of Saudi Arabia
Rafia Mumtaz, Shahbaz Baig, Syed Saqib Ali Kazmi, Farooq Ahmad, Iram Fatima, Badar Ghauri
Effective use of 2-termsets by discarding redundant member terms in bag-of-words representation
Dima Badawi, Hakan Altınçay
Opinion extraction by distinguishing term dependencies and digging deep text features
Fei Hu, Li Li, Xiaofei Xu, Jingyuan Wang, Jinjing Zhang
Task scheduling system for UAV operations in indoor environment
Yohanes Khosiawan, Youngsoo Park, Ilkyeong Moon, Janardhanan Mukund Nilakantan, Izabela Nielsen
Adaptive graph orthogonal discriminant embedding: an improved graph embedding method
Ming-Dong Yuan, Da-Zheng Feng, Ya Shi, Chun-Bao Xiao
Solving 0–1 knapsack problem by binary flower pollination algorithm
Mohamed Abdel-Basset, Doaa El-Shahat, Ibrahim El-Henawy
Hybrid SCA–TLBO: a novel optimization algorithm for global optimization and visual tracking
Hathiram Nenavath, Ravi Kumar Jatoth
Piecewise asymptotically almost automorphic solutions for impulsive non-autonomous high-order Hopfield neural networks with mixed delays
Chaouki Aouiti, Farah Dridi
Vibration prediction in drilling processes with HSS and carbide drill bit by means of artificial neural networks
Hasan Basri Ulas, Murat Tolga Ozkan, Yusuf Malkoc
System of type-2 fuzzy differential equations and its applications
Abhirup Bandyopadhyay, Samarjit Kar
A novel quick seizure detection and localization through brain data mining on ECoG dataset
Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir
On the efficiency of metaheuristics for solving the optimal power flow
Hitarth Buch, Indrajit N. Trivedi
Relation path embedding in knowledge graphs
Xixun Lin, Yanchun Liang, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan
Tensor extreme learning design via generalized Moore–Penrose inverse and triangular type-2 fuzzy sets
Sharina Huang, Guoliang Zhao, Minghao Chen
Smart heterogeneous precision agriculture using wireless sensor network based on extended Kalman filter
Yousef E. M. Hamouda, Mohammed M. Msallam
A novel subgraph querying method based on paths and spectra
Lei Zhu, Yanni Yao, Yichuan Wang, Xinhong Hei, Qin Zhao, Wenjiang Ji, Quanzhu Yao