Volume 34, Issue 1

Search all Neural Computing and Applications articles

January 2022

Special Issue on WSOM + 2019 (pp.1/152)

Issue Editors:

Alfredo Vellido,
Cecilio Angulo,
Karina Gibert

50 articles in this issue

A self-organizing world: special issue of the 13th edition of the workshop on self-organizing maps and learning vector quantization, clustering and data visualization, WSOM + 2019
Alfredo Vellido
Cecilio Angulo
Karina Gibert
Editorial 19 July 2021 Pages: 1 - 3
SOM-based aggregation for graph convolutional neural networks
Luca Pasa
Nicolò Navarin
Alessandro Sperduti
S.I. : WSOM 2019 Open access 17 November 2020 Pages: 5 - 24
Part of 1 collection:

S.I. : WSOM 2019
DM-pruning CADJ graphs for SOM clustering
Josh Taylor
Erzsébet Merényi
S.I.: WSOM 2019 19 May 2021 Pages: 25 - 38
Part of 1 collection:

S.I. : WSOM 2019
Self-organizing mappings on the flag manifold with applications to hyper-spectral image data analysis
Xiaofeng Ma
Michael Kirby
Chris Peterson
S.I.: WSOM 2019 Open access 27 March 2021 Pages: 39 - 49
Part of 1 collection:

S.I.: WSOM 2019
Topographic mapping for quality inspection and intelligent filtering of smart-bracelet data
Davide Bacciu
Gioele Bertoncini
Davide Morelli
S.I. : WSOM 2019 04 January 2021 Pages: 51 - 65
Learning vector quantization as an interpretable classifier for the detection of SARS-CoV-2 types based on their RNA sequences
Marika Kaden
Katrin Sophie Bohnsack
Thomas Villmann
S.I. : WSOM 2019 Open access 27 April 2021 Pages: 67 - 78
Part of 1 collection:

S.I. : WSOM 2019
Quantum-inspired learning vector quantizers for prototype-based classification
Thomas Villmann
Alexander Engelsberger
Marika Kaden
S.I. : WSOM 2019 Open access 24 November 2020 Pages: 79 - 88
Part of 1 collection:

S.I. : WSOM 2019
Passive concept drift handling via variations of learning vector quantization
Moritz Heusinger
Christoph Raab
Frank-Michael Schleif
S.I. : WSOM 2019 Open access 13 August 2020 Pages: 89 - 100
Part of 1 collection:

S.I. : WSOM 2019
Supervised learning in the presence of concept drift: a modelling framework
M. Straat
F. Abadi
M. Biehl
S.I. : WSOM 2019 Open access 27 April 2021 Pages: 101 - 118
Part of 1 collection:

S.I. : WSOM 2019
Automatic identification of the number of clusters in hierarchical clustering
Ashutosh Karna
Karina Gibert
S.I. : WSOM 2019 13 March 2021 Pages: 119 - 134
Part of 1 collection:

S.I. : WSOM 2019
Continually trained life-long classification
Rudolf Szadkowski
Jan Drchal
Jan Faigl
S.I. : WSOM 2019 09 June 2021 Pages: 135 - 152
Part of 1 collection:

S.I. : WSOM 2019
A review of artificial intelligence applied to path planning in UAV swarms
Alejandro Puente-Castro
Daniel Rivero
Enrique Fernandez-Blanco
Review 14 October 2021 Pages: 153 - 170
A state-of-the-art review on shading mitigation techniques in solar photovoltaics via meta-heuristic approach
Pawan Kumar Pathak
Anil Kumar Yadav
P. A. Alvi
Review 15 October 2021 Pages: 171 - 209
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Glioma segmentation of optimized 3D U-net and prediction of multi-modal survival time
Qihong Liu
Kai Liu
Ling He
Original Article 31 July 2021 Pages: 211 - 225
Longitudinal wind field prediction based on DDPG
Zhenping Yu
Panlong Tan
Zengqiang Chen
Original Article 31 July 2021 Pages: 227 - 239
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Inverse optimal synchronization control of competitive neural networks with constant time delays
Xiaomin Liu
Chunyu Yang
Song Zhu
Original Article 31 July 2021 Pages: 241 - 251
A bi-directional facial attribute transfer framework: transfer your single facial attribute to a portrait illustration
Rong-xiao Shi
Dong-yi Ye
Zhao-jiong Chen
Original Article 05 August 2021 Pages: 253 - 270
Artificial neural network for prediction of thermal conductivity of rGO–metal oxide nanocomposite-based nanofluids
Divya P. Barai
Bharat A. Bhanvase
Shekhar L. Pandharipande
Original Article 05 August 2021 Pages: 271 - 282
Multidomain image-to-image translation model based on hidden space sharing
Ding Yuxin
Wang Longfei
Original Article 05 August 2021 Pages: 283 - 298
A novel nature-inspired maximum power point tracking (MPPT) controller based on ACO-ANN algorithm for photovoltaic (PV) system fed arc welding machines
Badreddine Babes
Amar Boutaghane
Noureddine Hamouda
Original Article 06 August 2021 Pages: 299 - 317
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Memristor-based circuit implementation of Competitive Neural Network based on online unsupervised Hebbian learning rule for pattern recognition
Mian Li
Qinghui Hong
Xiaoping Wang
Original Article 07 August 2021 Pages: 319 - 331
Thermal-based early breast cancer detection using inception V3, inception V4 and modified inception MV4
Mohammed Abdulla Salim Al Husaini
Mohamed Hadi Habaebi
F. M. Suliman
Original Article Open access 07 August 2021 Pages: 333 - 348
An integration framework of topology method, enhanced adaptive neuro-fuzzy inference system, water cycle algorithm with evaporation rate for design optimization for a flexure gripper
Van Bang Dinh
Ngoc Thoai Tran
Thanh-Phong Dao
Original Article 07 August 2021 Pages: 349 - 374
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Infinite impulse response system identification using average differential evolution algorithm with local search
Burhanettin Durmuş
Original Article 07 August 2021 Pages: 375 - 390
Robust penalized extreme learning machine regression with applications in wind speed forecasting
Yang Yang
Hu Zhou
Liya Fu
Original Article 09 August 2021 Pages: 391 - 407
A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves
Malik Braik
Mohammad Hashem Ryalat
Hussein Al-Zoubi
Original Article 09 August 2021 Pages: 409 - 455
Decision-making in machine learning using novel picture fuzzy divergence measure
Adeeba Umar
Ram Naresh Saraswat
Original Article 11 August 2021 Pages: 457 - 475
An adaptive backpropagation algorithm for long-term electricity load forecasting
Nooriya A. Mohammed
Ammar Al-Bazi
Original Article 11 August 2021 Pages: 477 - 491
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Asset criticality and risk prediction for an effective cybersecurity risk management of cyber-physical system
Halima Ibrahim Kure
Shareeful Islam
Maruf Pasha
Original Article 11 August 2021 Pages: 493 - 514
Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction
Hai Tao
Salih Muhammad Awadh
Zaher Mundher Yaseen
Original Article 13 August 2021 Pages: 515 - 533
A conjugate gradient algorithm based on double parameter scaled Broyden–Fletcher–Goldfarb–Shanno update for optimization problems and image restoration
Dan Luo
Yong Li
Gonglin Yuan
Original Article 13 August 2021 Pages: 535 - 553
Effective forecasting of stock market price by using extreme learning machine optimized by PSO-based group oriented crow search algorithm
Sudeepa Das
Tirath Prasad Sahu
Binod Kumar Sahu
Original Article 13 August 2021 Pages: 555 - 591
Context-guided feature enhancement network for automatic check-out
Yihan Sun
Tiejian Luo
Zhen Zuo
Original Article 14 August 2021 Pages: 593 - 606
A neural network training algorithm for singular perturbation boundary value problems
T. E. Simos
Ioannis Th. Famelis
Original Article 16 August 2021 Pages: 607 - 615
Adaptive NN prescribed performance control design for uncertain switching nonlinear systems with periodically time-varying parameters
Xiaoli Yang
Jing Li
Xiaobo Li
Original Article 17 August 2021 Pages: 617 - 629
Detection of surface defects on pharmaceutical solid oral dosage forms with convolutional neural networks
Domen Rački
Dejan Tomaževič
Danijel Skočaj
Original Article 17 August 2021 Pages: 631 - 650
UQSCM-RFD: A query–knowledge interfacing approach for diversified query recommendation in semantic search based on river flow dynamics and dynamic user interaction
Gerard Deepak
A. Santhanavijayan
Original Article 21 August 2021 Pages: 651 - 675
SSPSNet: a single shot panoptic segmentation network for accurate scene parsing
Qi Wang
Yuanshuai Wang
Xiangde Zhang
Original Article 22 August 2021 Pages: 677 - 688
A hybrid moth flame optimization and variable neighbourhood search technique for optimal design of IIR filters
Teena Mittal
Original Article 23 August 2021 Pages: 689 - 704
Ensemble deep transfer learning model for Arabic (Indian) handwritten digit recognition
Rami S. Alkhawaldeh
Moatsum Alawida
Ammar Almasri
Original Article 26 August 2021 Pages: 705 - 719
Deep learning for prediction of depressive symptoms in a large textual dataset
Md Zia Uddin
Kim Kristoffer Dysthe
Petter Bae Brandtzaeg
Original Article Open access 27 August 2021 Pages: 721 - 744
Part of 1 collection:

Computer Science Open Access SDG 3: Good Health and Well-Being
A novel concept of domination in m-polar interval-valued fuzzy graph and its application
Sanchari Bera
Madhumangal Pal
Original Article 29 August 2021 Pages: 745 - 756
EPMC: efficient parallel memory compression in deep neural network training
Zailong Chen
Shenghong Yang
Keqin Li
Original Article 29 August 2021 Pages: 757 - 769
AENeT: an attention-enabled neural architecture for fake news detection using contextual features
Vidit Jain
Rohit Kumar Kaliyar
Yashvardhan Sharma
Original Article 29 August 2021 Pages: 771 - 782
A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment
Eyyup Ensar Başakın
Ömer Ekmekcioğlu
Mehmet Özger
Original Article 30 August 2021 Pages: 783 - 812
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Correction to: Building an efficient OCR system for historical documents with little training data
Jiří Martínek
Ladislav Lenc
Pavel Král
Correction Open access 10 March 2021 Pages: 813 - 813
Correction to: Fault detection in distillation column using NARX neural network
Syed A. Taqvi
Lemma Dendana Tufa
Fahim Uddin
Correction 30 May 2021 Pages: 815 - 815
Correction to: Linking place records using multi-view encoders
Vinícius Cousseau
Luciano Barbosa
Correction 16 May 2021 Pages: 817 - 817
Correction to: Innovative deep learning models for EEG-based vigilance detection
Souhir Khessiba
Ahmed Ghazi Blaiech
Mohamed Hédi Bedoui
Correction 18 June 2021 Pages: 819 - 819
Correction to: Extensive framework based on novel convolutional and variational autoencoder based on maximization of mutual information for anomaly detection
Qien Yu
Muthu Subash Kavitha
Takio Kurita
Correction 02 August 2021 Pages: 821 - 821

Volume 34, Issue 1

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