Issue 8/2023
Content (12 Articles)
Review
Data management in digital twins: a systematic literature review
Jaqueline B. Correia, Mara Abel, Karin Becker
Open Access
Regular Paper
A combined approach for improving humanoid robots autonomous cognitive capabilities
Kurosh Madani, Antonio M. Rinaldi, Cristiano Russo, Cristian Tommasino
Regular Paper
Physics-guided machine learning from simulated data with different physical parameters
Shengyu Chen, Nasrin Kalanat, Yiqun Xie, Sheng Li, Jacob A. Zwart, Jeffrey M. Sadler, Alison P. Appling, Samantha K. Oliver, Jordan S. Read, Xiaowei Jia
Regular Paper
Stable and semi-stable sampling approaches for continuously used samples
Nikita Astrakhantsev, Deepak Roy Chittajallu, Nabeel Kaushal, Vladislav Mokeev
Regular Paper
Grier: graph repairing based on iterative embedding and rules
Chen Ye, Hong Xu, Hua Zhang, Yifan Wu, Guojun Dai
Regular Paper
Mining frequent generators and closures in data streams with FGC-Stream
Tomas Martin, Petko Valtchev, Louis-Romain Roux
Regular Paper
A new interest extraction method based on multi-head attention mechanism for CTR prediction
Haifeng Yang, Linjing Yao, Jianghui Cai, Yupeng Wang, Xujun Zhao
Regular Paper
COOT optimization algorithm on training artificial neural networks
Ayşenur Özden, İsmail İşeri
Open Access
Regular Paper
The impact of prior knowledge on causal structure learning
Anthony C. Constantinou, Zhigao Guo, Neville K. Kitson
Regular Paper
Fast data-free model compression via dictionary-pair reconstruction
Yangcheng Gao, Zhao Zhang, Haijun Zhang, Mingbo Zhao, Yi Yang, Meng Wang
Regular Paper
DisGeReExT: a knowledge discovery system for exploration of disease–gene associations through large-scale literature-wide analysis study
Balu Bhasuran, Jeyakumar Natarajan
Regular Paper
A new fuzzy time series forecasting model based on clustering technique and normal fuzzy function
Luan Nguyen-Huynh, Tai Vo-Van