Poppe, Ronald van der Zee, Sophie Taylor, Paul J Anderson, Ross J Veltkamp, Remco C
Published in
Journal of nonverbal behavior
A significant body of research has investigated potential correlates of deception and bodily behavior. The vast majority of these studies consider discrete, subjectively coded bodily movements such as specific hand or head gestures. Such studies fail to consider quantitative aspects of body movement such as the precise movement direction, magnitude...
Petersen, Kai
Context: Rainer and Wohlin showed that case studies are not well understood by reviewers and authors and thus they say that a given research is a case study when it is not. Objective: Rainer and Wohlin proposed a smell indicator (inspired by code smells) to identify case studies based on the frequency of occurrences of words, which performed better...
Mohamed, Shaheer Haghighat, Maryam Fernando, Tharindu Sridharan, Sridha Fookes, Clinton Moghadam, Peyman
Hyperspectral images (HSIs) contain rich spectral and spatial information. Motivated by the success of transformers in the field of natural language processing and computer vision where they have shown the ability to learn long-range dependencies within input data, recent research has focused on using transformers for HSIs. However, current state-o...
Liu, Lei Zhang, Peng Liang, Yunji Liu, Junrui Morra, Lia Guo, Bin Yu, Zhiwen Zhang, Yanyong Zeng, Daniel D.
Training deep neural networks (DNNs) on largescale datasets is often inefficient with large computational needs and significant energy consumption. Although great efforts have been taken to optimize DNNs, few studies focused on the inefficiency caused by the data samples with less value for model training. In this article, we empirically demonstrat...
Soni, Vaishnavi
Background: Rewriting the approach to automotive software development, AU-TOSAR introduces a standardized structure that enhances adaptability, facilitatescollaboration among multiple stakeholders, and optimizes the development process. However, the complexity introduced by AUTOSAR's modular structure also presentschallenges, particularly in unders...
Janssens, Bram Bogaert, Matthias Bagué, Astrid Van den Poel, Dirk
The purpose of this paper is to enhance current practices in business-to-business (B2B) customer churn prediction modelling. Following the recent trend from accuracy-based to profit-driven evaluation business-to-customer churn prediction, we present a novel expected maximum profit measure for B2B customer churn (EMPB), which is used to demonstrate ...
Yasin, Affan Fatima, Rubia Ghazi, Ahmad Nauman Wei, Ziqi
Context The Google Play Store is widely recognized as one of the largest platforms for downloading applications, both free and paid1. On a daily basis, millions of users avail themselves of this marketplace, sharing their thoughts through various means such as star ratings, user comments, suggestions, and feedback. These insights, in the form of co...
Nevoret, Camille Tran, Yohann Guendouz, Soulef Lavenu, Audrey Katsahian, Sandrine Damy, Thibaud Tropeano, Anne-Isabelle
Aims: The primary objectives of this study were to analyse the nationwide healthcare trajectories of heart failure (HF) patients in France, 2 years after their first hospitalization, and to measure sequence similarities. Secondary objectives were to identify the association between trajectories and the risk of mortality.Methods and results: A retro...
Spridzans, Alfreds
This study investigates the format of crisis communication by analysing a news archive dataset from Krisinformation.se, a Swedish website dedicated to sharing information about crises. The primary goal is to assess the dataset's structure and efficacy in meeting the Common Alerting Protocol (CAP) criteria, an internationally recognised format for e...
van Dreven, Jonne Boeva, Veselka Abghari, Shahrooz Grahn, Håkan Al Koussa, Jad
This study introduces a novel systematic approach to address the challenge of labeled data scarcity for fault detection and diagnosis (FDD) in District Heating (DH) systems. To replicate real-world DH fault scenarios, we have created a controlled laboratory emulation of a generic DH substation integrated with a climate chamber. Furthermore, we pres...
