Volume 32, Issue 23

Search all Neural Computing and Applications articles

December 2020

Special Issue on Emerging applications of Deep Learning and Spiking ANN (pp.17119/17378)

Issue Editors:

Lazaros Iliadis,
Chrisina Jayne

48 articles in this issue

Emerging applications of Deep Learning and Spiking ANN
Lazaros S. Iliadis
Chrisina Jayne
Editorial 29 October 2020 Pages: 17119 - 17124
Affective analysis of patients in homecare video-assisted telemedicine using computational intelligence
A. Kallipolitis
M. Galliakis
I. Maglogiannis
S.I. : Emerging applications of Deep Learning and Spiking ANN 22 July 2020 Pages: 17125 - 17136
Online meta-learning firewall to prevent phishing attacks
Hongpeng Zhu
S.I. : Emerging applications of Deep Learning and Spiking ANN 08 June 2020 Pages: 17137 - 17147
A novel validation framework to enhance deep learning models in time-series forecasting
Ioannis E. Livieris
Stavros Stavroyiannis
Panagiotis Pintelas
S.I. : Emerging applications of Deep Learning and Spiking ANN 08 July 2020 Pages: 17149 - 17167
A semi-self-taught network intrusion detection system
Feng Zhao
Hao Zhang
Sang-Gyun Na
S.I. : Emerging applications of Deep Learning and Spiking ANN 30 April 2020 Pages: 17169 - 17179
An adversarial semi-supervised approach for action recognition from pose information
George Pikramenos
Eirini Mathe
Phivos Mylonas
S.I. : Emerging applications of Deep Learning and Spiking ANN 08 July 2020 Pages: 17181 - 17195
Critical infrastructure protection based on memory-augmented meta-learning framework
Xie Bing
S.I. : Emerging applications of Deep Learning and Spiking ANN 24 February 2020 Pages: 17197 - 17208
Building an efficient OCR system for historical documents with little training data
Jiří Martínek
Ladislav Lenc
Pavel Král
S.I. : Emerging applications of Deep Learning and Spiking ANN Open access 09 May 2020 Pages: 17209 - 17227
A deep Q-learning portfolio management framework for the cryptocurrency market
Giorgio Lucarelli
Matteo Borrotti
S.I. : Emerging applications of Deep Learning and Spiking ANN Open access 20 September 2020 Pages: 17229 - 17244
Change detection and convolution neural networks for fall recognition
Spiros V. Georgakopoulos
Sotiris K. Tasoulis
Ilias G. Maglogiannis
S.I. : Emerging applications of Deep Learning and Spiking ANN 28 July 2020 Pages: 17245 - 17258
Fake consumer review detection using deep neural networks integrating word embeddings and emotion mining
Petr Hajek
Aliaksandr Barushka
Michal Munk
S.I. : Emerging applications of Deep Learning and Spiking ANN 01 February 2020 Pages: 17259 - 17274
On time series representations for multi-label NILM
Christoforos Nalmpantis
Dimitris Vrakas
S.I.: Emerging applications of Deep Learning and Spiking ANN 02 May 2020 Pages: 17275 - 17290
Estimating cooling production and monitoring efficiency in chillers using a soft sensor
Serafín Alonso
Antonio Morán
Manuel Domínguez
S.I. : Emerging applications of Deep Learning and Spiking ANN 10 July 2020 Pages: 17291 - 17308
A transformer-based approach to irony and sarcasm detection
Rolandos Alexandros Potamias
Georgios Siolas
Andreas - Georgios Stafylopatis
S.I. : Emerging applications of Deep Learning and Spiking ANN Open access 22 June 2020 Pages: 17309 - 17320
The effect of reduced training in neural architecture search
George Kyriakides
Konstantinos Margaritis
S.I. : Emerging applications of Deep Learning and Spiking ANN 20 April 2020 Pages: 17321 - 17332
Privacy preserving distributed training of neural networks
Spyridon Nikolaidis
Ioannis Refanidis
S.I. : Emerging applications of Deep Learning and Spiking ANN 11 May 2020 Pages: 17333 - 17350
A CNN–LSTM model for gold price time-series forecasting
Ioannis E. Livieris
Emmanuel Pintelas
Panagiotis Pintelas
S.I. : Emerging applications of Deep Learning and Spiking ANN 13 April 2020 Pages: 17351 - 17360
Anomaly detection via blockchained deep learning smart contracts in industry 4.0
Konstantinos Demertzis
Lazaros Iliadis
Panagiotis Kikiras
S.I. : Emerging applications of Deep Learning and Spiking ANN 21 July 2020 Pages: 17361 - 17378
Applying artificial neural networks for modelling ship speed and fuel consumption
Wieslaw Tarelko
Krzysztof Rudzki
Review Open access 16 June 2020 Pages: 17379 - 17395
A systematic mapping study on solving university timetabling problems using meta-heuristic algorithms
Abeer Bashab
Ashraf Osman Ibrahim
Ajith Abraham
Review 19 June 2020 Pages: 17397 - 17432
A comprehensive review on water cycle algorithm and its applications
Mohammad Nasir
Ali Sadollah
Joong Hoon Kim
Review 19 June 2020 Pages: 17433 - 17488
Multi-scale attention vehicle re-identification
Aihua Zheng
Xianmin Lin
Bin Luo
Review 23 June 2020 Pages: 17489 - 17503
An online self-organizing algorithm for feedforward neural network
Jun-fei Qiao
Xin Guo
Wen-jing Li
Original Article 27 April 2020 Pages: 17505 - 17518
Anatomical region identification in medical X-ray computed tomography (CT) scans: development and comparison of alternative data analysis and vision-based methods
Odai S. Salman
Ran Klein
Original Article 06 May 2020 Pages: 17519 - 17531
Double graphs-based discriminant projections for dimensionality reduction
Jianping Gou
Ya Xue
Jia Ke
Original Article 07 May 2020 Pages: 17533 - 17550
Robust mixed-norm constrained regression with application to face recognitions
Xiaoshuang Sang
Yesong Xu
Jianfeng Lu
Original Article 07 May 2020 Pages: 17551 - 17567
LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings
Fatma Mtibaa
Kim-Khoa Nguyen
Mohamed Cheriet
Original Article 04 May 2020 Pages: 17569 - 17585
TileGAN: category-oriented attention-based high-quality tiled clothes generation from dressed person
Wei Zeng
Mingbo Zhao
Zhao Zhang
Original Article 08 May 2020 Pages: 17587 - 17600
Electronic word-of-mouth effects on studio performance leveraging attention-based model
Yang Liu
Hao Fei
Joaquín Ordieres Meré
Original Article 23 April 2020 Pages: 17601 - 17622
Similarity-aware neural machine translation: reducing human translator efforts by leveraging high-potential sentences with translation memory
Tianfu Zhang
Heyan Huang
Xiaochi Wei
Original Article 10 May 2020 Pages: 17623 - 17635
Aggregating neighborhood information for negative sampling for knowledge graph embedding
Hai Liu
Kairong Hu
Tianyong Hao
Original Article 08 May 2020 Pages: 17637 - 17653
Forecasting significant stock price changes using neural networks
Firuz Kamalov
Original Article 04 May 2020 Pages: 17655 - 17667
Care2Vec: a hybrid autoencoder-based approach for the classification of self-care problems in physically disabled children
Sayan Putatunda
Original Article 04 May 2020 Pages: 17669 - 17680
Camera calibration by using weighted differential evolution algorithm: a comparative study with ABC, PSO, COBIDE, DE, CS, GWO, TLBO, MVMO, FOA, LSHADE, ZHANG and BOUGUET
Mehmet Akif Gunen
Erkan Besdok
Umit Haluk Atasever
Original Article 29 April 2020 Pages: 17681 - 17701
A novel hybrid multi-verse optimizer with K-means for text documents clustering
Ammar Kamal Abasi
Ahamad Tajudin Khader
Sharif Naser Makhadmeh
Original Article 11 May 2020 Pages: 17703 - 17729
Extension of labeled multiple attribute decision making based on fuzzy neighborhood three-way decision
Mingliang Suo
Yujie Cheng
Laifa Tao
Original Article 14 May 2020 Pages: 17731 - 17758
Online Bayesian shrinkage regression
Waqas Jamil
Abdelhamid Bouchachia
Original Article 27 May 2020 Pages: 17759 - 17767
Time series prediction using deep echo state networks
Taehwan Kim
Brian R. King
Original Article 30 April 2020 Pages: 17769 - 17787
A chaotic sequence-guided Harris hawks optimizer for data clustering
Tribhuvan Singh
Original Article 15 May 2020 Pages: 17789 - 17803
Correction to: Neural networks catching up with finite differences in solving partial differential equations in higher dimension
Vsevolod I. Avrutskiy
Correction 10 April 2020 Pages: 17805 - 17805
Correction to: Predictive reliability and validity of hospital cost analysis with dynamic neural network and genetic algorithm
Le Hoang Son
Angelo Ciaramella
Pham Van Hai
Correction 12 May 2020 Pages: 17807 - 17807
Correction to: Generative image completion with image-to-image translation
Shuzhen Xu
Qing Zhu
Jin Wang
Correction 24 July 2020 Pages: 17809 - 17809
Retraction Note to: Predicting the total specific pore volume of geopolymers produced from waste ashes by gene expression programming
Ali Nazari
Retraction Note 04 July 2020 Pages: 17811 - 17811
Retraction Note to: Application of artificial neural networks for analytical modeling of Charpy impact energy of functionally graded steels
Ali Nazari
Retraction Note 17 August 2020 Pages: 17813 - 17813
Retraction Note: Analytical modeling of tensile strength of functionally graded steels
A. Nazari
Retraction Note 25 August 2020 Pages: 17815 - 17815
Retraction Note: Modeling the correlation between Charpy impact energy and chemical composition of functionally graded steels by artificial neural networks
Ali Nazari
Retraction Note 25 August 2020 Pages: 17817 - 17817
Retraction Note: Prediction microhardness profile of functionally graded steels by ANFIS
Hamid Bohlooli
Ali Nazari
Mohammad Mehdi Kaykha
Retraction Note 25 August 2020 Pages: 17819 - 17819
Retraction Note to: Artificial neural networks for prediction Charpy impact energy of Al6061/SiCp-laminated nanocomposites
Ali Nazari
Vahid Reza Abdinejad
Retraction Note 09 October 2020 Pages: 17821 - 17821

Volume 32, Issue 23

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