Volume 59, Number 2, October 2022
Enhancing aspect and opinion terms semantic relation for aspect sentiment triplet extraction.

Yongsheng Zhang Qi Ding Zhenfang Zhu Peiyu Liu Fu Xie

SentiCode: A new paradigm for one-time training and global prediction in multilingual sentiment analysis.

Mohamed Raouf Kanfoud Abdelkrim Bouramoul

Forecasting and explaining emergency department visits in a public hospital.

Spyridon Petsis Areti Karamanou Evangelos Kalampokis Konstantinos A. Tarabanis

Obtaining synthetic indications and sorting relevant structures from complex hierarchical clusters of multivariate data.

Damiano Fustioni Federica Vignati Alfonso Niro

A distantly supervised approach for enriching product graphs with user opinions.

Johny Moreira Tiago de Melo Luciano Barbosa Altigran Soares da Silva

A case study comparing machine learning with statistical methods for time series forecasting: size matters.

Vítor Cerqueira Luís Torgo Carlos Soares

Expanding Normalized Systems from textual domain descriptions using TEMOS.

David Senkýr Marek Suchánek Petr Kroha Herwig Mannaert Robert Pergl

Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound.

Skander Hamdi Mourad Oussalah Abdelouahab Moussaoui Mohamed Saidi

Approaches and algorithms to mitigate cold start problems in recommender systems: a systematic literature review.

Deepak Kumar Panda Sanjog Ray

Multimodal time-aware attention networks for depression detection.

Ju-Chun Cheng Arbee L. P. Chen

Handling inconsistencies in tables with nulls and functional dependencies.

Dominique Laurent Nicolas Spyratos

Enhanced density peak-based community detection algorithm.

Lei Chen Heding Zheng Yuan Li Zhaohua Liu Lv Zhao Hongzhong Tang


Volume 59, Number 1, August 2022
A comprehensive Benchmark for fake news detection.

Antonio Galli Elio Masciari Vincenzo Moscato Giancarlo Sperlí

MAA-PTG: multimodal aspect-aware product title generation.

Mengli Zhang Gang Zhou Wanting Yu Ningbo Huang Wenfen Liu

Summarizing consumer reviews.

Michael Peal Md. Shafaeat Hossain Jundong Chen

Fake news detection based on statement conflict.

Danchen Zhang Jiawei Xu Vladimir I. Zadorozhny John Grant

Incremental and accurate computation of machine learning models with smart data summarization.

Sikder Tahsin Al-Amin Carlos Ordonez

A relational tsetlin machine with applications to natural language understanding.

Rupsa Saha Ole-Christoffer Granmo Vladimir I. Zadorozhny Morten Goodwin

Rating behavior evaluation and abnormality forensics analysis for injection attack detection.

Zhihai Yang Qindong Sun Zhaoli Liu Jinpei Yan Yaling Zhang

LOD search engine: A semantic search over linked data.

Hiteshwar Kumar Azad Akshay Deepak Amisha Azad

Local feature selection for multiple instance learning.

Aliasghar Shahrjooihaghighi Hichem Frigui

LexTex: a framework to generate lexicons using WordNet word senses in domain specific categories.

Danilo Dessì Diego Reforgiato Recupero

Predicting temporary deal success with social media timing signals.

Yihong Zhang Masumi Shirakawa Takahiro Hara