Volume 57, Number 3, December 2021
Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis.

Magdalena Biesialska Katarzyna Biesialska Henryk Rybinski

How to raise artwork prices using action rules, personalization and artwork visual features.

Laurel Powell Anna Gelich Zbigniew W. Ras

Making design decisions under uncertainties: probabilistic reasoning and robust product design.

Paul Christoph Gembarski Stefan Plappert Roland Lachmayer

Performing arithmetic using a neural network trained on images of digit permutation pairs.

Marcus D. Bloice Peter M. Roth Andreas Holzinger

Music emotion recognition using recurrent neural networks and pretrained models.

Jacek Grekow

Issues in clustering algorithm consistency in fixed dimensional spaces. Some solutions for k-means.

Mieczyslaw A. Klopotek Robert A. Klopotek

Explanations for over-constrained problems using QuickXPlain with speculative executions.

Cristian Vidal Alexander Felfernig José A. Galindo Müslüm Atas David Benavides

Towards psychology-aware preference construction in recommender systems: Overview and research issues.

Müslüm Atas Alexander Felfernig Seda Polat Erdeniz Andrei Popescu Thi Ngoc Trang Tran Mathias Uta

Interpretable segmentation of medical free-text records based on word embeddings.

Adam Gabriel Dobrakowski Agnieszka Mykowiecka Malgorzata Marciniak Wojciech Jaworski Przemyslaw Biecek

Leveraging colour-based pseudo-labels to supervise saliency detection in hyperspectral image datasets.

Annalisa Appice Angelo Cannarile Antonella Falini Donato Malerba Francesca Mazzia Cristiano Tamborrino

SI: methodologies for intelligent systems.

Gerhard Leitner Martin Stettinger


Volume 57, Number 2, October 2021
Depression detection from sMRI and rs-fMRI images using machine learning.

Marzieh Mousavian Jianhua Chen Zachary Traylor Steven G. Greening

Mining emotion-aware sequential rules at user-level from micro-blogs.

Marjana Prifti Skenduli Marenglen Biba Corrado Loglisci Michelangelo Ceci Donato Malerba

UTLDR: an agent-based framework for modeling infectious diseases and public interventions.

Giulio Rossetti Letizia Milli Salvatore Citraro Virginia Morini

Smart integration of sensors, computer vision and knowledge representation for intelligent monitoring and verbal human-computer interaction.

Thanassis Mavropoulos Spyridon Symeonidis Athina Tsanousa Panagiotis Giannakeris Maria Rousi Eleni Kamateri Georgios Meditskos Konstantinos Ioannidis Stefanos Vrochidis Ioannis Kompatsiaris

A novel deep recommend model based on rating matrix and item attributes.

Liping Sun Xiaoqing Liu Yuanjun Liu Tao Wang Liangmin Guo Xiaoyao Zheng Yonglong Luo

Selecting the most helpful answers in online health question answering communities.

Cheng Ying Lin Yi-Hung Wu Arbee L. P. Chen

Addressing the complexity of personalized, context-aware and health-aware food recommendations: an ensemble topic modelling based approach.

Mansura A. Khan Barry Smyth David Coyle

Compact representations for efficient storage of semantic sensor data.

Farah Karim Maria-Esther Vidal Sören Auer


Volume 57, Number 1, August 2021
Recommender systems in the healthcare domain: state-of-the-art and research issues.

Thi Ngoc Trang Tran Alexander Felfernig Christoph Trattner Andreas Holzinger

CAESAR: context-aware explanation based on supervised attention for service recommendations.

Lei Li Li Chen Ruihai Dong

Financial markets sentiment analysis: developing a specialized Lexicon.

Mehdi Yekrangi Neda Abdolvand

An enhanced opinion retrieval approach via implicit feature identification.

Sarah Saad Eldin Ammar Mohammed Ahmed Sharaf Eldin Hesham Ahmed Hefny

A survey of Big Data dimensions vs Social Networks analysis.

Michele Ianni Elio Masciari Giancarlo Sperlí

Community detection in complex networks using network embedding and gravitational search algorithm.

Sanjay Kumar B. S. Panda Deepanshu Aggarwal

A survey on data fusion: what for? in what form? what is next?

Gabrielle Karine Canalle Ana Carolina Salgado Bernadette Farias Lóscio

Uncertain distance-based outlier detection with arbitrarily shaped data objects.

Fabrizio Angiulli Fabio Fassetti