Ausgabe 12/2021
Inhalt (50 Artikel)
Multiple ACO-based method for solving dynamic MSMD traffic routing problem in connected vehicles
Tri-Hai Nguyen, Jason J. Jung
Spatiotemporal dynamic of a coupled neutral-type neural network with time delay and diffusion
Wenjie Hu, Xing Qiao, Tao Dong
Three-dimensional CNN-inspired deep learning architecture for Yoga pose recognition in the real-world environment
Shrajal Jain, Aditya Rustagi, Sumeet Saurav, Ravi Saini, Sanjay Singh
The Mode-Fisher pooling for time complexity optimization in deep convolutional neural networks
Dou El Kefel Mansouri, Bachir Kaddar, Seif-Eddine Benkabou, Khalid Benabdeslem
Improved coral reefs optimization with adaptive -hill climbing for feature selection
Shameem Ahmed, Kushal Kanti Ghosh, Laura Garcia-Hernandez, Ajith Abraham, Ram Sarkar
Molten steel temperature prediction using a hybrid model based on information interaction-enhanced cuckoo search
Qiangda Yang, Yichuan Fu, Jie Zhang
Random-based networks with dropout for embedded systems
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Periodically intermittent control for finite-time synchronization of delayed quaternion-valued neural networks
Chaouki Aouiti, Mayssa Bessifi
Applications of metaheuristic algorithms for optimal operation of cascaded hydropower plants
Thang Trung Nguyen, Thuan Thanh Nguyen, Thai Dinh Pham
In-depth analysis of SVM kernel learning and its components
Ibai Roman, Roberto Santana, Alexander Mendiburu, Jose A. Lozano
Medical image fusion method based on dense block and deep convolutional generative adversarial network
Cheng Zhao, Tianfu Wang, Baiying Lei
Multiple delay-dependent finite-time boundedness and input–output finite-time mean square stabilization of uncertain semi-Markovian jump systems with input constraint
Yongheng Pang, Xin Wang, Ting Li, Shuowei Jin, Shaoxin Sun
A new hybrid model to foretell thermal power efficiency from energy performance certificates at residential dwellings applying a Gaussian process regression
Paulino José García-Nieto, Esperanza García-Gonzalo, José Pablo Paredes-Sánchez, Antonio Bernardo Sánchez
Design of a supply chain network for determining the optimal number of items at the inventory groups based on ABC analysis: a comparison of exact and meta-heuristic methods
Omid Abdolazimi, Mitra Salehi Esfandarani, Davood Shishebori
Classification of operation cases in electric arc welding wachine by using deep convolutional neural networks
Hidir Selcuk Nogay, Tahir Cetin Akinci
Neural-assisted image-dependent encryption scheme for medical image cloud storage
C. Lakshmi, K. Thenmozhi, John Bosco Balaguru Rayappan, Sundararaman Rajagopalan, Rengarajan Amirtharajan, Nithya Chidambaram
Benchmarking deep neural network approaches for Indian Sign Language recognition
Ashish Sharma, Nikita Sharma, Yatharth Saxena, Anuraj Singh, Debanjan Sadhya
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Hybrid classification of Android malware based on fuzzy clustering and the gradient boosting machine
Altyeb Altaher Taha, Sharaf Jameel Malebary
Window of multistability and its control in a simple 3D Hopfield neural network: application to biomedical image encryption
Zeric Tabekoueng Njitacke, Sami Doubla Isaac, Tsafack Nestor, Jacques Kengne
Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical network
Partha P. Biswas, Parul Arora, R. Mallipeddi, P. N. Suganthan, B. K. Panigrahi
Optimal power flow solution with stochastic wind power using the Lévy coyote optimization algorithm
Enes Kaymaz, Serhat Duman, Ugur Guvenc
Adaptive RBF neural network-based control of an underactuated control moment gyroscope
Jorge Montoya-Cháirez, Fracisco G. Rossomando, Ricardo Carelli, Víctor Santibáñez, Javier Moreno-Valenzuela
Artificial intelligence simulation of suspended sediment load with different membership functions of ANFIS
Meisam Babanezhad, Iman Behroyan, Azam Marjani, Saeed Shirazian
CNNFOIL: convolutional encoder decoder modeling for pressure fields around airfoils
Cihat Duru, Hande Alemdar, Özgür Uğraş Baran
Flexible data representation with graph convolution for semi-supervised learning
Fadi Dornaika
Artificial neural network models for prediction of net radiation over a tropical region
Olusola Samuel Ojo, Babatunde Adeyemi, Daniel Oluwagbenga Oluleye
Multi-granularity semantic representation model for relation extraction
Ming Lei, Heyan Huang, Chong Feng
Robust and high-order correlation alignment for unsupervised domain adaptation
Zhaowei Cheng, Chao Chen, Zhihong Chen, Ke Fang, Xinyu Jin
Hybrid soft computational approaches for modeling the maximum ultimate bond strength between the corroded steel reinforcement and surrounding concrete
Mohamed El Amine Ben Seghier, Hocine Ouaer, Mohammed Abdelfetah Ghriga, Nait Amar Menad, Duc-Kien Thai
Innovative deep learning models for EEG-based vigilance detection
Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
Two-layered ant colony system to improve engraving robot’s efficiency based on a large-scale TSP model
Zhou Wu, Junjun Wu, Mingbo Zhao, Liang Feng, Kai Liu
Recurrent neural network-based prediction of compressive and flexural strength of steel slag mixed concrete
Tanvi Gupta, S. N. Sachdeva
An entropy-based initialization method of K-means clustering on the optimal number of clusters
Kuntal Chowdhury, Debasis Chaudhuri, Arup Kumar Pal
Homoclinic and heteroclinic motions of delayed inertial neural networks
Houssem Achouri, Chaouki Aouiti
Signature verification using geometrical features and artificial neural network classifier
Anamika Jain, Satish Kumar Singh, Krishna Pratap Singh
CSCF: a chaotic sine cosine firefly algorithm for practical application problems
Bryar A. Hassan
A novel statistical approach to numerical and multidisciplinary design optimization problems using pattern search inspired Harris hawks optimizer
Ardhala Bala Krishna, Sobhit Saxena, Vikram Kumar Kamboj
Machine learning models for ecological footprint prediction based on energy parameters
Radmila Janković, Ivan Mihajlović, Nada Štrbac, Alessia Amelio
Design of sparse Bayesian echo state network for time series prediction
Lei Wang, Zhong Su, Junfei Qiao, Cuili Yang
Dual-attention network with multitask learning for multistep short-term speed prediction on expressways
Yanyun Tao, Guoqi Yue, Xiang Wang
DL-SCALE: a novel deep learning-based model order upscaling scheme for solving topology optimization problems
Nikos Ath. Kallioras, Nikos D. Lagaros
Hybrid crow search and uniform crossover algorithm-based clustering for top-N recommendation system
Walaa H. El-Ashmawi, Ahmed F. Ali, Adam Slowik
An intelligent feature selection approach based on moth flame optimization for medical diagnosis
Ruba Abu Khurmaa, Ibrahim Aljarah, Ahmad Sharieh
The detection, tracking, and temporal action localisation of swimmers for automated analysis
Ashley Hall, Brandon Victor, Zhen He, Matthias Langer, Marc Elipot, Aiden Nibali, Stuart Morgan
Product failure prediction with missing data using graph neural networks
Seokho Kang
An efficient and secure feature location approach in source code using Jacobian matrix-based clustering
N. Balaji, S. Lakshmi, M. Anand, M. Anbarasan, P. Mathiyalagan
Automated organization of interaction between modules of information systems based on neural network data channels
Artem D. Obukhov, Mikhail N. Krasnyanskiy
Online reliability optimization for URLLC in HetNets: a DQN approach
Leyou Yang, Jie Jia, Jian Chen, Xingwei Wang
Deep learning feature selection to unhide demographic recommender systems factors
J. Bobadilla, Á. González-Prieto, F. Ortega, R. Lara-Cabrera