Issue 8/2021
Content (50 Articles)
How frontal is a face? Quantitative estimation of face pose based on CNN and geometric projection
Fei Gao, Shuai Li, Shufang Lu
Super ensemble learning for daily streamflow forecasting: large-scale demonstration and comparison with multiple machine learning algorithms
Hristos Tyralis, Georgia Papacharalampous, Andreas Langousis
Using the deep neural networks for normal and abnormal situation recognition in the automatic access monitoring and control system of vehicles
Oleg Semenovich Amosov, Svetlana Gennadievna Amosova, Yuriy Sergeevich Ivanov, Sergey Victorovich Zhiganov
Multichannel one-dimensional convolutional neural network-based feature learning for fault diagnosis of industrial processes
Jianbo Yu, Chengyi Zhang, Shijin Wang
Robust finite-time congestion control for a class of AQM network systems
Kun Wang, Xiaoping Liu, Yuanwei Jing
Higher-order and long-range synchronization effects for classification and computing in oscillator-based spiking neural networks
Andrei Velichko, Vadim Putrolaynen, Maksim Belyaev
VisDroid: Android malware classification based on local and global image features, bag of visual words and machine learning techniques
Khaled Bakour, Halil Murat Ünver
Deep CNN models-based ensemble approach to driver drowsiness detection
Mohit Dua, Shakshi, Ritu Singla, Saumya Raj, Arti Jangra
Temporal representation learning for time series classification
Yupeng Hu, Peng Zhan, Yang Xu, Jia Zhao, Yujun Li, Xueqing Li
Neural network-based damage identification in composite laminated plates using frequency shifts
Guilherme Antonio Oliver, Antonio Carlos Ancelotti Jr, Guilherme Ferreira Gomes
Evaluation of computationally intelligent techniques for breast cancer diagnosis
Vinod Kumar
Geometry understanding from autonomous driving scenarios based on feature refinement
Mingliang Zhai, Xuezhi Xiang
Simultaneous streamflow forecasting based on hybridized neuro-fuzzy method for a river system
Joseph Tripura, Parthajit Roy, A. K. Barbhuiya
Data-driven system health monitoring technique using autoencoder for the safety management of commercial aircraft
Hyunseong Lee, Hyung Jin Lim, Aditi Chattopadhyay
SHEG: summarization and headline generation of news articles using deep learning
Rajeev Kumar Singh, Sonia Khetarpaul, Rohan Gorantla, Sai Giridhar Allada
Aggregate density-based concept drift identification for dynamic sensor data models
Mohsen Asghari, Daniel Sierra-Sosa, Michael Telahun, Anup Kumar, Adel S. Elmaghraby
Distributed regularized stochastic configuration networks via the elastic net
Lijie Zhao, Shida Zou, Mingzhong Huang, Guogang Wang
Performance of machine learning classification models of autism using resting-state fMRI is contingent on sample heterogeneity
Maya A. Reiter, Afrooz Jahedi, A. R. Jac Fredo, Inna Fishman, Barbara Bailey, Ralph-Axel Müller
Real-time signal queue length prediction using long short-term memory neural network
Rezaur Rahman, Samiul Hasan
Optimal design of load frequency active disturbance rejection control via double-chains quantum genetic algorithm
Zhaoyang Huang, Zengqiang Chen, Yuemin Zheng, Mingwei Sun, Qinglin Sun
UAV object tracking by background cues and aberrances response suppression mechanism
Tian Li, Feifei Ding, Wenyuan Yang
Parameterized neural network training for the solution of a class of stiff initial value systems
Ioannis Th. Famelis, Vasiliki Kaloutsa
Extensive study on the underlying gender bias in contextualized word embeddings
Christine Basta, Marta R. Costa-jussà, Noe Casas
“SPOCU”: scaled polynomial constant unit activation function
Jozef Kiseľák, Ying Lu, Ján Švihra, Peter Szépe, Milan Stehlík
Multi-view clustering via neighbor domain correlation learning
Xiaocui Li, Ke Zhou, Chunhua Li, Xinyu Zhang, Yu Liu, Yangtao Wang
Integrated intelligent computing paradigm for nonlinear multi-singular third-order Emden–Fowler equation
Zulqurnain Sabir, Muhammad Umar, Juan L. G. Guirao, Muhammad Shoaib, Muhammad Asif Zahoor Raja
Estimation of axial load-carrying capacity of concrete-filled steel tubes using surrogate models
Hai-Bang Ly, Binh Thai Pham, Lu Minh Le, Tien-Thinh Le, Vuong Minh Le, Panagiotis G. Asteris
Intoxicated person identification using Markov chains and neural networks
Georgia Koukiou
Artificial bee colony algorithm including some components of iterated greedy algorithm for permutation flow shop scheduling problems
Oğuzhan Ahmet Arık
Frequency–amplitude coupling: a new approach for decoding of attended features in covert visual attention task
Saeideh Davoudi, Amirmasoud Ahmadi, Mohammad Reza Daliri
Modeling of rock fragmentation by firefly optimization algorithm and boosted generalized additive model
Qiancheng Fang, Hoang Nguyen, Xuan-Nam Bui, Trung Nguyen-Thoi, Jian Zhou
DeepImpact: a deep learning model for whole body vibration control using impact force monitoring
Danish Ali, Samuel Frimpong
Convergence analysis on time scales for HOBAM neural networks in the Stepanov-like weighted pseudo almost automorphic space
Adnène Arbi, Yingxin Guo, Jinde Cao
Time-aware user profiling from personal service ecosystem
Haifang Wang, Zhiying Tu, Yao Fu, Zhongjie Wang, Xiaofei Xu
Evaluating the bond strength of FRP-to-concrete composite joints using metaheuristic-optimized least-squares support vector regression
Junfei Zhang, Yuhang Wang
Scale-aware feature pyramid architecture for marine object detection
Fengqiang Xu, Huibing Wang, Jinjia Peng, Xianping Fu
RemNet: remnant convolutional neural network for camera model identification
Abdul Muntakim Rafi, Thamidul Islam Tonmoy, Uday Kamal, Q. M. Jonathan Wu, Md. Kamrul Hasan
Multi-scale generative adversarial network for improved evaluation of cell–cell interactions observed in organ-on-chip experiments
M. C. Comes, J. Filippi, A. Mencattini, P. Casti, G. Cerrato, A. Sauvat, E. Vacchelli, A. De Ninno, D. Di Giuseppe, M. D’Orazio, F. Mattei, G. Schiavoni, L. Businaro, C. Di Natale, G. Kroemer, E. Martinelli
Subspace data stream clustering with global and local weighting models
Mohammed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes
Novel multivariate compositional data’s model for structurally analyzing sub-industrial energy consumption with economic data
Hui Chen, Xinping Xiao, Jianghui Wen
A neural integrator model for planning and value-based decision making of a robotics assistant
Weronika Wojtak, Flora Ferreira, Paulo Vicente, Luís Louro, Estela Bicho, Wolfram Erlhagen
Learning Chinese word representation better by cascade morphological n-gram
Zongyang Xiong, Ke Qin, Haobo Yang, Guangchun Luo
A span-based model for aspect terms extraction and aspect sentiment classification
Yanxia Lv, Fangna Wei, Ying Zheng, Cong Wang, Cong Wan, Cuirong Wang
Twin-parametric margin support vector machine with truncated pinball loss
Huiru Wang, Yitian Xu, Zhijian Zhou
A solution to statistical and multidisciplinary design optimization problems using hGWO-SA algorithm
Ashutosh Bhadoria, Sanjay Marwaha, Vikram Kumar Kamboj
HINDIA: a deep-learning-based model for spell-checking of Hindi language
Shashank Singh, Shailendra Singh
A hybridized intelligence model to improve the predictability level of strength index parameters of rocks
Abbas Abbaszadeh Shahri, Reza Asheghi, Mohammad Khorsand Zak
An automatic evaluation metric for Ancient-Modern Chinese translation
Kexin Yang, Dayiheng Liu, Qian Qu, Yongsheng Sang, Jiancheng Lv