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Neural Computing and Applications

Neural Computing and Applications 12/2021

Issue 12/2021

Table of Contents ( 50 Articles )

06-10-2020 | Original Article | Issue 12/2021

Multiple ACO-based method for solving dynamic MSMD traffic routing problem in connected vehicles

Tri-Hai Nguyen, Jason J. Jung

15-10-2020 | Original Article | Issue 12/2021

Spatiotemporal dynamic of a coupled neutral-type neural network with time delay and diffusion

Wenjie Hu, Xing Qiao, Tao Dong

09-10-2020 | Original Article | Issue 12/2021

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

15-10-2020 | Original Article | Issue 12/2021

The Mode-Fisher pooling for time complexity optimization in deep convolutional neural networks

Dou El Kefel Mansouri, Bachir Kaddar, Seif-Eddine Benkabou, Khalid Benabdeslem

21-10-2020 | Original Article | Issue 12/2021

Improved coral reefs optimization with adaptive -hill climbing for feature selection

Shameem Ahmed, Kushal Kanti Ghosh, Laura Garcia-Hernandez, Ajith Abraham, Ram Sarkar

23-10-2020 | Original Article | Issue 12/2021 Open Access

Molten steel temperature prediction using a hybrid model based on information interaction-enhanced cuckoo search

Qiangda Yang, Yichuan Fu, Jie Zhang

21-10-2020 | Original Article | Issue 12/2021 Open Access

Random-based networks with dropout for embedded systems

Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo

17-10-2020 | Original Article | Issue 12/2021

Periodically intermittent control for finite-time synchronization of delayed quaternion-valued neural networks

Chaouki Aouiti, Mayssa Bessifi

15-10-2020 | Original Article | Issue 12/2021

Applications of metaheuristic algorithms for optimal operation of cascaded hydropower plants

Thang Trung Nguyen, Thuan Thanh Nguyen, Thai Dinh Pham

21-10-2020 | Original Article | Issue 12/2021

In-depth analysis of SVM kernel learning and its components

Ibai Roman, Roberto Santana, Alexander Mendiburu, Jose A. Lozano

13-10-2020 | Original Article | Issue 12/2021

Medical image fusion method based on dense block and deep convolutional generative adversarial network

Cheng Zhao, Tianfu Wang, Baiying Lei

12-11-2020 | Original Article | Issue 12/2021

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

16-10-2020 | Original Article | Issue 12/2021

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

20-10-2020 | Original Article | Issue 12/2021

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

20-10-2020 | Original Article | Issue 12/2021

Classification of operation cases in electric arc welding wachine by using deep convolutional neural networks

Hidir Selcuk Nogay, Tahir Cetin Akinci

13-11-2020 | Original Article | Issue 12/2021

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

24-10-2020 | Original Article | Issue 12/2021

Benchmarking deep neural network approaches for Indian Sign Language recognition

Ashish Sharma, Nikita Sharma, Yatharth Saxena, Anuraj Singh, Debanjan Sadhya

27-10-2020 | Original Article | Issue 12/2021 Open Access

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

30-10-2020 | Original Article | Issue 12/2021

Hybrid classification of Android malware based on fuzzy clustering and the gradient boosting machine

Altyeb Altaher Taha, Sharaf Jameel Malebary

05-11-2020 | Original Article | Issue 12/2021

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

05-11-2020 | Original Article | Issue 12/2021

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

18-11-2020 | Original Article | Issue 12/2021

Optimal power flow solution with stochastic wind power using the Lévy coyote optimization algorithm

Enes Kaymaz, Serhat Duman, Ugur Guvenc

20-11-2020 | Original Article | Issue 12/2021

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

13-11-2020 | Original Article | Issue 12/2021

Artificial intelligence simulation of suspended sediment load with different membership functions of ANFIS

Meisam Babanezhad, Iman Behroyan, Azam Marjani, Saeed Shirazian

06-11-2020 | Original Article | Issue 12/2021

CNNFOIL: convolutional encoder decoder modeling for pressure fields around airfoils

Cihat Duru, Hande Alemdar, Özgür Uğraş Baran

12-11-2020 | Original Article | Issue 12/2021

Flexible data representation with graph convolution for semi-supervised learning

Fadi Dornaika

10-11-2020 | Original Article | Issue 12/2021

Artificial neural network models for prediction of net radiation over a tropical region

Olusola Samuel Ojo, Babatunde Adeyemi, Daniel Oluwagbenga Oluleye

10-11-2020 | Original Article | Issue 12/2021

Multi-granularity semantic representation model for relation extraction

Ming Lei, Heyan Huang, Chong Feng

04-01-2021 | Original Article | Issue 12/2021

Robust and high-order correlation alignment for unsupervised domain adaptation

Zhaowei Cheng, Chao Chen, Zhihong Chen, Ke Fang, Xinyu Jin

12-11-2020 | Original Article | Issue 12/2021

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

11-11-2020 | Original Article | Issue 12/2021

Innovative deep learning models for EEG-based vigilance detection

Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui

18-11-2020 | Original Article | Issue 12/2021

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

12-11-2020 | Original Article | Issue 12/2021

Recurrent neural network-based prediction of compressive and flexural strength of steel slag mixed concrete

Tanvi Gupta, S. N. Sachdeva

10-11-2020 | Original Article | Issue 12/2021

An entropy-based initialization method of K-means clustering on the optimal number of clusters

Kuntal Chowdhury, Debasis Chaudhuri, Arup Kumar Pal

09-11-2020 | Original Article | Issue 12/2021

Homoclinic and heteroclinic motions of delayed inertial neural networks

Houssem Achouri, Chaouki Aouiti

10-11-2020 | Original Article | Issue 12/2021

Signature verification using geometrical features and artificial neural network classifier

Anamika Jain, Satish Kumar Singh, Krishna Pratap Singh

19-11-2020 | Original Article | Issue 12/2021

CSCF: a chaotic sine cosine firefly algorithm for practical application problems

Bryar A. Hassan

03-01-2021 | Original Article | Issue 12/2021

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

17-11-2020 | Original Article | Issue 12/2021

Machine learning models for ecological footprint prediction based on energy parameters

Radmila Janković, Ivan Mihajlović, Nada Štrbac, Alessia Amelio

06-11-2020 | Original Article | Issue 12/2021

Design of sparse Bayesian echo state network for time series prediction

Lei Wang, Zhong Su, Junfei Qiao, Cuili Yang

23-11-2020 | Original Article | Issue 12/2021

Dual-attention network with multitask learning for multistep short-term speed prediction on expressways

Yanyun Tao, Guoqi Yue, Xiang Wang

10-11-2020 | Original Article | Issue 12/2021

DL-SCALE: a novel deep learning-based model order upscaling scheme for solving topology optimization problems

Nikos Ath. Kallioras, Nikos D. Lagaros

11-11-2020 | Original Article | Issue 12/2021 Open Access

Hybrid crow search and uniform crossover algorithm-based clustering for top-N recommendation system

Walaa H. El-Ashmawi, Ahmed F. Ali, Adam Slowik

16-11-2020 | Original Article | Issue 12/2021

An intelligent feature selection approach based on moth flame optimization for medical diagnosis

Ruba Abu Khurmaa, Ibrahim Aljarah, Ahmad Sharieh

18-11-2020 | Original Article | Issue 12/2021

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

10-11-2020 | Original Article | Issue 12/2021

Product failure prediction with missing data using graph neural networks

Seokho Kang

21-01-2021 | Original Article | Issue 12/2021

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

11-11-2020 | Original Article | Issue 12/2021

Automated organization of interaction between modules of information systems based on neural network data channels

Artem D. Obukhov, Mikhail N. Krasnyanskiy

16-11-2020 | Original Article | Issue 12/2021

Online reliability optimization for URLLC in HetNets: a DQN approach

Leyou Yang, Jie Jia, Jian Chen, Xingwei Wang

23-11-2020 | Original Article | Issue 12/2021

Deep learning feature selection to unhide demographic recommender systems factors

J. Bobadilla, Á. González-Prieto, F. Ortega, R. Lara-Cabrera

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