Volume 34, Issue 18 | Neural Computing and Applications

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Volume 34, Issue 18

September 2022

Special Issue on Large-Scale Neural Computing and Cybersecurity Opportunities Using Artificial Intelligence (pp.15099/15312)

Issue Editors:

Sumarga Kumar Sah Tyagi,
Elias Pimenidis,
Sanjeev Jain,
Will Serrano

60 articles in this issue

Special issue on large-scale neural computing and cybersecurity opportunities using artificial intelligence
Sumarga Kumar Sah Tyagi
Elias Pimenidis
Will Serrano
Editorial 28 June 2022 Pages: 15099 - 15100
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
Mitigation of black hole attacks using firefly and artificial neural network
Pooja Rani
Kavita
Sonali Dash
S.I. : LSNC & OUAI 07 February 2022 Pages: 15101 - 15111
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
C-ANN: a deep leaning model for detecting black-marketed colluders in Twitter social network
Suruchi Gera
Adwitiya Sinha
S.I. : LSNC & OUAI 20 January 2022 Pages: 15113 - 15127
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
RETRACTED ARTICLE: CanarDeep: a hybrid deep neural model with mixed fusion for rumour detection in social data streams
Deepak Kumar Jain
Akshi Kumar
Akshat Shrivastava
S.I.: LSNC & OUAI 08 January 2022 Pages: 15129 - 15140
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
Detecting and responding to hostile disinformation activities on social media using machine learning and deep neural networks
Barry Cartwright
Richard Frank
Karmvir Padda
S.I. : LSNC & OUAI Open access 09 June 2022 Pages: 15141 - 15163
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
HamDroid: permission-based harmful android anti-malware detection using neural networks
Saeed Seraj
Siavash Khodambashi
Nikolaos Polatidis
S.I. : LSNC & OUAI 13 January 2022 Pages: 15165 - 15174
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
DFE: efficient IoT network intrusion detection using deep feature extraction
Amir Basati
Mohammad Mehdi Faghih
S.I. : LSNC & OUAI 29 January 2022 Pages: 15175 - 15195
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
Learning from data streams for automation and orchestration of 6G industrial IoT: toward a semantic communication framework
Shiva Raj Pokhrel
S.I.: LSNC & OUA Open access 19 March 2022 Pages: 15197 - 15206
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
Variational restricted Boltzmann machines to automated anomaly detection
Konstantinos Demertzis
Lazaros Iliadis
Panagiotis Kikiras
S.I.: LSNC & OUAI 01 March 2022 Pages: 15207 - 15220
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
Pipeline risk big data intelligent decision-making system based on machine learning and situation awareness
Xiong Zhong
Xinsheng Zhang
Ping Zhang
S.I: LSNC & OUAI 31 January 2022 Pages: 15221 - 15239
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
An integrated cyber security risk management framework and risk predication for the critical infrastructure protection
Halima Ibrahim Kure
Shareeful Islam
Haralambos Mouratidis
S.I. : LSNC & OUAI 02 February 2022 Pages: 15241 - 15271
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
Non-intrusive load monitoring algorithm based on household electricity use habits
Bo Yin
Zhenhuan Li
Zehua Du
S.I. : LSNC & OUAI Open access 21 May 2021 Pages: 15273 - 15291
Part of 2 collections:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence

Computer Science SDG 7: Affordable and Clean Energy
Delve into balanced and accurate approaches for ship detection in aerial images
Boyong He
Bo Huang
Liaoni Wu
S.I.: LSNC & OUAI 24 July 2021 Pages: 15293 - 15312
Part of 1 collection:

Special Issue on Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence
Machine learning applications for COVID-19 outbreak management
Arash Heidari
Nima Jafari Navimipour
Shiva Toumaj
Review 10 June 2022 Pages: 15313 - 15348
An automatic fire detection system based on deep convolutional neural networks for low-power, resource-constrained devices
Pedro Vinícius A. B. de Venâncio
Adriano C. Lisboa
Adriano V. Barbosa
Review 30 June 2022 Pages: 15349 - 15368
Bike sharing usage prediction with deep learning: a survey
Weiwei Jiang
Review 10 June 2022 Pages: 15369 - 15385
A stacked ensemble learning model for intrusion detection in wireless network
Hariharan Rajadurai
Usha Devi Gandhi
Original Article 21 May 2020 Pages: 15387 - 15395
Part of 1 collection:

Special Issue on New Trends in Brain Computer Interface
Advances in computer–human interaction for detecting facial expression using dual tree multi band wavelet transform and Gaussian mixture model
Jenni Kommineni
Satria Mandala
Parvathaneni Midhu Chakravarthy
Original Article 12 June 2020 Pages: 15397 - 15408
Part of 1 collection:

Special Issue on New Trends in Brain Computer Interface
A genetic programming-based convolutional neural network for image quality evaluations
Kit Yan Chan
Hak-Keung Lam
Huimin Jiang
Original Article Open access 22 April 2022 Pages: 15409 - 15427
Enhanced graph convolutional network based on node importance for document-level relation extraction
Qi Sun
Kun Zhang
Tiancheng Xu
Original Article 22 April 2022 Pages: 15429 - 15439
A novel approach of data race detection based on CNN-BiLSTM hybrid neural network
Yang Zhang
Jiali Yan
Hongbin Gao
Original Article 22 April 2022 Pages: 15441 - 15455
Forecasting traffic flow with spatial–temporal convolutional graph attention networks
Xiyue Zhang
Yong Xu
Yizhen Shao
Original Article 23 April 2022 Pages: 15457 - 15479
Standalone and ensemble-based machine learning techniques for particle Froude number prediction in a sewer system
Deepti Shakya
Vishal Deshpande
Bimlesh Kumar
Original Article 23 April 2022 Pages: 15481 - 15497
A low latency traffic sign detection model with an automatic data labeling pipeline
Jiapeng Luo
Zhongfeng Wang
Original Article 23 April 2022 Pages: 15499 - 15512
A hybrid algorithm based on modified chemical reaction optimization and best-first search algorithm for solving minimum vertex cover problem
Hebatullah Khattab
Basel A. Mahafzah
Ahmad Sharieh
Original Article 23 April 2022 Pages: 15513 - 15541
Image based rainfall amount estimation for auto-wiping of vehicles
Seung Hoon Lee
Jung Ho Jeon
Byung Cheol Song
Original Article 24 April 2022 Pages: 15543 - 15554
Fast homomorphic SVM inference on encrypted data
Ahmad Al Badawi
Ling Chen
Saru Vig
Original Article 25 April 2022 Pages: 15555 - 15573
A meta-heuristic-based energy efficient route modeling for EV on non-identical road surfaces
Ashwani Kumar
Ravinder Kumar
Ashutosh Aggarwal
Original Article 25 April 2022 Pages: 15575 - 15588
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Photonic-aware neural networks
Emilio Paolini
Lorenzo De Marinis
Nicola Andriolli
Original Article Open access 25 April 2022 Pages: 15589 - 15601
Audiovisual speech recognition for Kannada language using feed forward neural network
R. Shashidhar
S. Patilkulkarni
Original Article 25 April 2022 Pages: 15603 - 15615
Efficient deep learning-based semantic mapping approach using monocular vision for resource-limited mobile robots
Aditya Singh
Raghav Narula
G. C. Nandi
Original Article 25 April 2022 Pages: 15617 - 15631
Time-series prediction of hourly atmospheric pressure using ANFIS and LSTM approaches
Mehmet Bilgili
Akın Ilhan
Şaban Ünal
Original Article 25 April 2022 Pages: 15633 - 15648
Bio-plausible digital implementation of a reward modulated STDP synapse
Fernando M. Quintana
Fernando Perez-Peña
Pedro L. Galindo
Original Article Open access 26 April 2022 Pages: 15649 - 15660
LW-Net: an interpretable network with smart lifting wavelet kernel for mechanical feature extraction and fault diagnosis
Jing Yuan
Shuwei Cao
Qian Zhao
Original Article 26 April 2022 Pages: 15661 - 15672
An integrated interval-valued intuitionistic fuzzy AHP-TOPSIS methodology to determine the safest route for cash in transit operations: a real case in Istanbul
Aslihan Yildiz
Ali Fuat Guneri
Alev Taskin
Original Article 26 April 2022 Pages: 15673 - 15688
Wavelet-based self-supervised learning for multi-scene image fusion
Shaolei Liu
Linhao Qu
Zhijian Song
Original Article 26 April 2022 Pages: 15689 - 15704
An improved binary sparrow search algorithm for feature selection in data classification
Ahmed G. Gad
Karam M. Sallam
Amr A. Abohany
Original Article Open access 27 April 2022 Pages: 15705 - 15752
Correction to: An improved binary sparrow search algorithm for feature selection in data classification
Ahmed G. Gad
Karam M. Sallam
Amr A. Abohany
Correction Open access 31 July 2022 Pages: 15753 - 15753
A novel TS Fuzzy-GMDH model optimized by PSO to determine the deformation values of rock material
Hooman Harandizadeh
Danial Jahed Armaghani
Soheil Jahandari
Original Article 28 April 2022 Pages: 15755 - 15779
An application of machine learning regression to feature selection: a study of logistics performance and economic attribute
Suriyan Jomthanachai
Wai Peng Wong
Khai Wah Khaw
Original Article Open access 28 April 2022 Pages: 15781 - 15805
Heterogeneous feature ensemble modeling with stochastic configuration networks for predicting furnace temperature of a municipal solid waste incineration process
Aijun Yan
Jingcheng Guo
Dianhui Wang
Original Article 28 April 2022 Pages: 15807 - 15819
Whole constraint and partial triplet-center loss for infrared-visible re-identification
Zhihan Lv
Songhao Zhu
Zhiwei Liang
Original Article 28 April 2022 Pages: 15821 - 15834
Data-driven multi-objective affective product design integrating three-dimensional form and color
Zeng Wang
Weidong Liu
Minglang Yang
Original Article 29 April 2022 Pages: 15835 - 15861
A multi-layer perceptron neural network model for predicting the hydrate equilibrium conditions in multi-component hydrocarbon systems
Qazi Nasir
Humbul Suleman
Yasir Elsheikh Elfadol
Original Article 29 April 2022 Pages: 15863 - 15887
New loss functions to improve deep learning estimation of heat transfer
Mohammad Edalatifar
Mohammad Ghalambaz
Farbod Setoudeh
Original Article 02 May 2022 Pages: 15889 - 15906
A multi-variate heart disease optimization and recognition framework
Hossam Magdy Balaha
Ahmed Osama Shaban
Mahmoud M. Saafan
Original Article Open access 02 May 2022 Pages: 15907 - 15944
Part of 1 collection:

Computer Science Open Access SDG 3: Good Health and Well-Being
Heterogeneous graph convolutional network pre-training as side information for improving recommendation
Phuc Do
Phu Pham
Original Article 02 May 2022 Pages: 15945 - 15961
Ordinal regression with representative feature strengthening for face anti-spoofing
Fangling Jiang
Pengcheng Liu
Xiang-Dong Zhou
Original Article 02 May 2022 Pages: 15963 - 15979
Enhanced decision making in multi-scenarios for autonomous vehicles using alternative bidirectional Q network
Mohamed Saber Rais
Khouloud Zouaidia
Rachid Boudour
Original Article 02 May 2022 Pages: 15981 - 15996
A physics-informed dynamic deep autoencoder for accurate state-of-health prediction of lithium-ion battery
Zhaoyi Xu
Yanjie Guo
Joseph Homer Saleh
Original Article 02 May 2022 Pages: 15997 - 16017
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy