Issue 1/2022
Special Issue on WSOM + 2019 (pp.1/152)
Content (50 Articles)
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
SOM-based aggregation for graph convolutional neural networks
Luca Pasa, Nicolò Navarin, Alessandro Sperduti
Self-organizing mappings on the flag manifold with applications to hyper-spectral image data analysis
Xiaofeng Ma, Michael Kirby, Chris Peterson
Topographic mapping for quality inspection and intelligent filtering of smart-bracelet data
Davide Bacciu, Gioele Bertoncini, Davide Morelli
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, Mirko Weber, Mateusz Kudła, Kaja Gutowska, Jacek Blazewicz, Thomas Villmann
Quantum-inspired learning vector quantizers for prototype-based classification
Thomas Villmann, Alexander Engelsberger, Jensun Ravichandran, Andrea Villmann, Marika Kaden
Passive concept drift handling via variations of learning vector quantization
Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
Supervised learning in the presence of concept drift: a modelling framework
M. Straat, F. Abadi, Z. Kan, C. Göpfert, B. Hammer, M. Biehl
Automatic identification of the number of clusters in hierarchical clustering
Ashutosh Karna, Karina Gibert
Continually trained life-long classification
Rudolf Szadkowski, Jan Drchal, Jan Faigl
A review of artificial intelligence applied to path planning in UAV swarms
Alejandro Puente-Castro, Daniel Rivero, Alejandro Pazos, Enrique Fernandez-Blanco
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
Glioma segmentation of optimized 3D U-net and prediction of multi-modal survival time
Qihong Liu, Kai Liu, Antonio Bolufé-Röhler, Jing Cai, Ling He
Longitudinal wind field prediction based on DDPG
Zhenping Yu, Panlong Tan, Qinglin Sun, Hao Sun, Zengqiang Chen
Inverse optimal synchronization control of competitive neural networks with constant time delays
Xiaomin Liu, Chunyu Yang, Song Zhu
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
Artificial neural network for prediction of thermal conductivity of rGO–metal oxide nanocomposite-based nanofluids
Divya P. Barai, Bharat A. Bhanvase, Shekhar L. Pandharipande
Multidomain image-to-image translation model based on hidden space sharing
Ding Yuxin, Wang Longfei
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
Memristor-based circuit implementation of Competitive Neural Network based on online unsupervised Hebbian learning rule for pattern recognition
Mian Li, Qinghui Hong, Xiaoping Wang
Thermal-based early breast cancer detection using inception V3, inception V4 and modified inception MV4
Mohammed Abdulla Salim Al Husaini, Mohamed Hadi Habaebi, Teddy Surya Gunawan, Md Rafiqul Islam, Elfatih A. A. Elsheikh, F. M. Suliman
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
Infinite impulse response system identification using average differential evolution algorithm with local search
Burhanettin Durmuş
Robust penalized extreme learning machine regression with applications in wind speed forecasting
Yang Yang, Hu Zhou, Yuchao Gao, Jinran Wu, You-Gan Wang, Liya Fu
A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves
Malik Braik, Mohammad Hashem Ryalat, Hussein Al-Zoubi
Decision-making in machine learning using novel picture fuzzy divergence measure
Adeeba Umar, Ram Naresh Saraswat
An adaptive backpropagation algorithm for long-term electricity load forecasting
Nooriya A. Mohammed, Ammar Al-Bazi
Asset criticality and risk prediction for an effective cybersecurity risk management of cyber-physical system
Halima Ibrahim Kure, Shareeful Islam, Mustansar Ghazanfar, Asad Raza, Maruf Pasha
Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction
Hai Tao, Salih Muhammad Awadh, Sinan Q. Salih, Shafik S. Shafik, Zaher Mundher Yaseen
A conjugate gradient algorithm based on double parameter scaled Broyden–Fletcher–Goldfarb–Shanno update for optimization problems and image restoration
Dan Luo, Yong Li, Junyu Lu, Gonglin Yuan
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, Rekh Ram Janghel, Binod Kumar Sahu
Context-guided feature enhancement network for automatic check-out
Yihan Sun, Tiejian Luo, Zhen Zuo
A neural network training algorithm for singular perturbation boundary value problems
T. E. Simos, Ioannis Th. Famelis
Adaptive NN prescribed performance control design for uncertain switching nonlinear systems with periodically time-varying parameters
Xiaoli Yang, Jing Li, Shuiyan Wu, Xiaobo Li
Detection of surface defects on pharmaceutical solid oral dosage forms with convolutional neural networks
Domen Rački, Dejan Tomaževič, Danijel Skočaj
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
SSPSNet: a single shot panoptic segmentation network for accurate scene parsing
Qi Wang, Yuanshuai Wang, Yuan Zhou, Jing Wang, Wuming Jiang, Xiangde Zhang
A hybrid moth flame optimization and variable neighbourhood search technique for optimal design of IIR filters
Teena Mittal
Ensemble deep transfer learning model for Arabic (Indian) handwritten digit recognition
Rami S. Alkhawaldeh, Moatsum Alawida, Nawaf Farhan Funkur Alshdaifat, Wafa’ Za’al Alma’aitah, Ammar Almasri
Deep learning for prediction of depressive symptoms in a large textual dataset
Md Zia Uddin, Kim Kristoffer Dysthe, Asbjørn Følstad, Petter Bae Brandtzaeg
A novel concept of domination in m-polar interval-valued fuzzy graph and its application
Sanchari Bera, Madhumangal Pal
EPMC: efficient parallel memory compression in deep neural network training
Zailong Chen, Shenghong Yang, Chubo Liu, Yikun Hu, Kenli Li, Keqin Li
AENeT: an attention-enabled neural architecture for fake news detection using contextual features
Vidit Jain, Rohit Kumar Kaliyar, Anurag Goswami, Pratik Narang, Yashvardhan Sharma
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, Hatice Çıtakoğlu, Mehmet Özger
Correction to: Building an efficient OCR system for historical documents with little training data
Jiří Martínek, Ladislav Lenc, Pavel Král
Correction to: Fault detection in distillation column using NARX neural network
Syed A. Taqvi, Lemma Dendana Tufa, Haslinda Zabiri, Abdulhalim Shah Maulud, Fahim Uddin
Correction to: Linking place records using multi-view encoders
Vinícius Cousseau , Luciano Barbosa
Correction to: Innovative deep learning models for EEG-based vigilance detection
Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
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