Nabil Ibtehaz, M. Sohel Rahman
In recent years Deep Learning has brought about a breakthrough in Medical Image Segmentation. In this regard, U-Net has been the most popular architecture in the medical imaging community. Despite outstanding overall performance in segmenting multimodal medical images, through extensive experimentat...
Ashraf Dewan, Yasushi Yamaguchi
Stanislav Kolenikov, Gustavo Ángeles
The last several years have seen a growth in the number of publications in economics that use principal component analysis (PCA) in the area of welfare studies. This paper explores the ways discrete data can be incorporated into PCA. The effects of discreteness of the observed variables on the PCA a...
Thomas Cherian, Kim Mulholland, John B. Carlin, H Ostensen et al.
BACKGROUND: Although radiological pneumonia is used as an outcome measure in epidemiological studies, there is considerable variability in the interpretation of chest radiographs. A standardized method for identifying radiological pneumonia would facilitate comparison of the results of vaccine trial...
Mahmud Akhter Shareef, Bhasker Mukerji, Yogesh K. Dwivedi, Nripendra P. Rana et al.
This study was conducted to conceptualise advertising value and consumer attitudes towards advertisements. The research was developed to reveal the effect of the source of advertisements on credibility perception through the theoretical framework of Ducoffe's (1995) advertising value model. The rese...
Siwan Anderson, Mukesh Eswaran
Philip J. Ashworth, Sean J. Bennett, Jim Best, Stuart McLelland
List of Contributors. Acknowledgements. Coherent Flow Structures in Smooth-wall Turbulent Boundaary Layers: Facts, Mechnaisms and Speculations (C. Smith). Generalized Scaling of Coherent Bursting Structures in the Near-wall Region of Turbulent Flow over Smooth and Rough Boundaries (A. Grass and M. M...
Eklas Hossain, Imtiaj Khan, Fuad Un-Noor, Sarder Shazali Sikander et al.
This paper conducts a comprehensive study on the application of big data and machine learning in the electrical power grid introduced through the emergence of the next-generation power system-the smart grid (SG). Connectivity lies at the core of this new grid infrastructure, which is provided by the...
Shahadat Iqbal, Charisma F. Choudhury, Pu Wang, Marta C. González
In this research, we propose a methodology to develop OD matrices using mobile phone Call Detail Records (CDR) and limited traffic counts. CDR, which consist of time stamped tower locations with caller IDs, are analyzed first and trips occurring within certain time windows are used to generate tower...
Yogesh K. Dwivedi, Mahmud Akhter Shareef, Antonis C. Simintiras, Banita Lal et al.
Which antecedents affect the adoption by users is still often a puzzle for policy-makers. Antecedents examined in this research include technological artefacts from the Unified Theory of Acceptance and Use of Technology (UTAUT), consumer context from UTAUT2 and psychological behaviour concepts such ...
Guohua Dong, Suzhi Li, Mouteng Yao, Ziyao Zhou et al.
Flexible ferroelectrics High-quality ferroelectric materials, which polarize in response to an electric field, are usually oxides that crack when bent. Dong et al. found that high-quality membranes of barium titanate are surprisingly flexible and super-elastic. These films accommodate large strains ...
Md. Rafiqul Islam, Muhammad Ashad Kabir, Ashir Ahmed, Abu Raihan Mostofa Kamal et al.
Purpose Social networks have been developed as a great point for its users to communicate with their interested friends and share their opinions, photos, and videos reflecting their moods, feelings and sentiments. This creates an opportunity to analyze social network data for user's feelings and sen...
Md. Ashfanoor Kabir, Celia Shahnaz
Michaela Blott, Thomas B. Preußer, Nicholas J. Fraser, Giulio Gambardella et al.
Convolutional Neural Networks have rapidly become the most successful machine-learning algorithm, enabling ubiquitous machine vision and intelligent decisions on even embedded computing systems. While the underlying arithmetic is structurally simple, compute and memory requirements are challenging. ...
Shahidul M. Islam