Browsing Data Science Institute by Title
Now showing items 85-104 of 544
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Cross-lingual sentence embedding using multi-task learning
(Association for Computational Linguistics, 2021-11-07)Multilingual sentence embeddings capture rich semantic information not only for measuring similarity between texts but also for catering to a broad range of downstream cross-lingual NLP tasks. State-of-the-art multilingual ... -
CURED4NLG: A dataset for table-to-text generation
(University of Galway, 2023)We introduce CURED4NLG, a dataset for the task of table-to-text generation focusing on the public health domain. The dataset consists of 280 pairs of tables and documents extracted from weekly epidemiological reports ... -
D-FOAF - Distributed Identity Management based on Social Networks
(2006)Contemporary Web consists of more than just information, it provides a large number of services, which often require identi¿cation of it¿s users. Since distributed or shared identi¿cation systems are not yet widely adopted ... -
D-FOAF - Security Aspects in Distributed User Management System
(IEEE, 2005)The contemporary Internet offers various services ranging from electronic newspapers to on- line social networks. To authorize themselves, users have to register to on-line services. However, most of the ... -
D-FOAF: Distributed Identity Management with Access Rights Delegation
(2006)WWW provides a large number of services, which often require identification of it¿s users. This has lead to the fact that today users have to maintain a large number of different credentials for different websites - ... -
Data and Process Mediation Support for B2B Integration
(2008)In this paper we present how Semantic Web Service technology can be used to overcome process and data heterogeneity in a B2B integration scenario. While one partner uses standards like RosettaNet for product purchase and ... -
The data ethics challenges of explainable AI and their knowledge-based solutions
(IOS Press, 2020-05)Abstract. Explainable AI has recently gained momentum as an approach to overcome some of the more obvious ethical implications of the increasingly widespread application of AI (mostly machine learning). It is however not ... -
Data Portability with SIOC and FOAF
(2008)Data portability has become an important requirement on the Social Web. This paper describes how data and social network portability can be achieved by building upon existing Semantic Web developments such as SIOC and FOAF. ... -
A dataset for troll classification of Tamil memes
(European Language Resources Association (ELRA), 2020-05-11)Social media are interactive platforms that facilitate the creation or sharing of information, ideas or other forms of expression among people. This exchange is not free from offensive, trolling or malicious contents ... -
DAW: Duplicate-AWare Federated Query Processing over the Web of Data
(Springer, 2013)Over the last years the Web of Data has developed into a large compendium of interlinked data sets from multiple domains. Due to the decentralised architecture of this compendium, several of these datasets contain duplicated ... -
A decade of Semantic Web research through the lenses of a mixed methods approach
(IOS Press, 2019-06-20)The identification of research topics and trends is an important scientometric activity, as it can help guide the direction of future research. In the Semantic Web area, initially topic and trend detection was primarily ... -
Decomposing Discussion Forums using User Roles
(http://www.websci10.org, 2010)Discussion forums are a central part of Web 2.0 and Enterprise 2.0 infrastructures. The health and sustainability of forums is dependent on the information exchange behaviour of its members. Such behaviour needs to be ... -
Deep convolution neural network model to predict relapse in breast cancer
(IEEE, 2018-12-17)A mishap in anti-cancer drug distribution is critical in breast cancer patients due to poor prediction model to identify the treatment regime in ER+ve and ER-ve (Estrogen Receptor (ER)) patients. The traditional method for ... -
A deep learning approach to genomics data for population scale clustering and ethnicity prediction
(CEUR-WS.org, 2017-05-28)The understanding of variations in genome sequences assists us in identifying people who are predisposed to common diseases, solving rare diseases, and finding corresponding population group of the individuals from a ... -
Defying Wikidata: Validation of terminological relations in the web of data
(National University of Ireland Galway, 2020-05-16)In this paper we present an approach to validate terminological data retrieved from open encyclopaedic knowledge bases. This need arises from the enrichment of automatically extracted terms with information from existing ... -
Demo: Visual Programming for the Semantic Desktop with Konduit
(2008)In this demo description, we present Konduit, a desktop-based platform for visual programming with RDF data. Based on the idea of the semantic desktop, non-technical users can create, manipulate and mash-up RDF data with ... -
Demonstrating a linked data platform for finite element biosimulations of cochlear mechanics
(CEUR-WS.org, 2015-10-11)Biosimulations employ Finite Element Method (FEM) to simulate complex biological systems in order to understand different aspects of human organs. The applications of FEM biosimulations range from human ear cochlear mechanics, ... -
Demonstrating a linked data visualiser for finite element biosimulations
(IEEE, 2016-02-04)Healthcare experts have recently turned towards the use of Biosimulation models to understand the multiple or different causative factors that cause impairment in human organs. The applications of biosimulations have been ... -
Describing Linked Datasets - On the Design and Usage of voiD, the 'Vocabulary of Interlinked Datasets'
(2009)In this paper we discuss the design and implementation of voiD, the \Vocabulary Of Interlinked Datasets", a vocabulary that allows to formally describe linked RDF datasets. We report on use cases for voiD, the current state ... -
Detecting bot behaviour in social media using digital DNA compression
(AICS (Artificial Intelligence and Cognitive Science) 2019, 2019-12-05)A major challenge faced by online social networks such as Facebook and Twitter is the remarkable rise of fake and automated bot accounts over the last few years. Some of these accounts have been reported to engage in ...