Issue 8/2020
Content (16 Articles)
A survey of state-of-the-art approaches for emotion recognition in text
Nourah Alswaidan, Mohamed El Bachir Menai
Random walk-based entity representation learning and re-ranking for entity search
Takahiro Komamizu
Exploiting review embedding and user attention for item recommendation
Yatong Sun, Guibing Guo, Xu Chen, Penghai Zhang, Xingwei Wang
Supervised learning as an inverse problem based on non-smooth loss function
Soufiane Lyaqini, Mohamed Quafafou, Mourad Nachaoui, Abdelkrim Chakib
Decision support for personalized hospital choice using the DEX hierarchical model with SMAA
Yi Chen, Shuai Ding, Handong Zheng, Yanchun Zhang, Shanlin Yang
Online anomaly search in time series: significant online discords
Paolo Avogadro, Luca Palonca, Matteo Alessandro Dominoni
L-BiX: incremental sliding-window aggregation over data streams using linear bidirectional aggregating indexes
Savong Bou, Hiroyuki Kitagawa, Toshiyuki Amagasa
Improved covering-based collaborative filtering for new users’ personalized recommendations
Zhipeng Zhang, Yasuo Kudo, Tetsuya Murai, Yonggong Ren
SUM-optimal histograms for approximate query processing
Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
Lexifield: a system for the automatic building of lexicons by semantic expansion of short word lists
Suzanne Mpouli, Michel Beigbeder, Christine Largeron
Simple supervised dissimilarity measure: Bolstering iForest-induced similarity with class information without learning
Jonathan R. Wells, Sunil Aryal, Kai Ming Ting
Feature extraction from null and non-null spaces of kernel local discriminant embedding
A. Bosaghzadeh, F. Dornaika
The examination of the effect of the criterion for neural network’s learning on the effectiveness of the qualitative analysis of multidimensional data
Dariusz Jamróz
CAMAR: a broad learning based context-aware recommender for mobile applications
Tingting Liang, Lifang He, Chun-Ta Lu, Liang Chen, Haochao Ying, Philip S. Yu, Jian Wu
A scalable and effective rough set theory-based approach for big data pre-processing
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah