Table of contents
Improving anti-money laundering in bitcoin using evolving graph convolutions and deep neural decision forest
Anuraj Mohan, Karthika P.V., Parvathi Sankar, K. Maya Manohar, Amala PeterMoney laundering is the process of concealing unlawfully obtained funds by presenting them as coming from a legitimate source. Criminals use crypto money laundering to hide the…
SanMove: next location recommendation via self-attention network
Bin Wang, Huifeng Li, Le Tong, Qian Zhang, Sulei Zhu, Tao YangThis paper aims to address the following issues: (1) most existing methods are based on recurrent network, which is time-consuming to train long sequences due to not allowing for…
TikTok app usage behavior: the role of hedonic consumption experiences
Amir Zaib Abbasi, Natasha Ayaz, Sana Kanwal, Mousa Albashrawi, Nadine KhairTikTok social media app has become one of the most popular forms of leisure and entertainment activities, but how hedonic consumption experiences (comprising fantasy, escapism…
Educational data mining in the academic setting: employing the data produced by blended learning to ameliorate the learning process
Konstantinos Chytas, Anastasios Tsolakidis, Evangelia Triperina, Christos SkourlasThe purpose of this paper is to introduce an interactive system that relies on the educational data generated from the online Universities services to assess, correct and…
A novel twin-support vector machine for binary classification to imbalanced data
Jingyi Li, Shiwei ChaoBinary classification on imbalanced data is a challenge; due to the imbalance of the classes, the minority class is easily masked by the majority class. However, most existing…
A sensor data mining process for identifying root causes associated with low yield in semiconductor manufacturing
Eunji Kim, Jinwon An, Hyun-Chang Cho, Sungzoon Cho, Byeongeon LeeThe purpose of this paper is to identify the root cause of low yield problems in the semiconductor manufacturing process using sensor data continuously collected from…
Multimodal Fast–Slow Neural Network for learning engagement evaluation
Lizhao Zhang, Jui-Long Hung, Xu Du, Hao Li, Zhuang HuStudent engagement is a key factor that connects with student achievement and retention. This paper aims to identify individuals' engagement automatically in the classroom with…
ISSN:
2514-9288Renamed from:
Program: electronic library and information systemsOnline date, start – end:
2018Copyright Holder:
Emerald Publishing LimitedOpen Access:
hybridEditor:
- Prof Miguel-Ángel Sicilia-Urban