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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 ...
BEARS: Towards an evaluation framework for bandit-based interactive recommender systems
(NUI Galway, 2018-10-06)
Recommender Systems (RS) deployed in fast-paced dynamic scenarios must quickly learn to adapt in response to user evaluative feedback. In these settings, the RS faces an online learning problem where each decision should ...
A comparison of statistical and neural machine translation for Slovene, Serbian and Croatian
(Language Technologies and Digital Humanities 2018, 2018-09-20)
In this paper we present a comparison of translation quality using of Statistical Machine Translation (SMT) and Neural Machine Translation (NMT), considering translation directions between English, Slovene, Serbian and ...
Automatic enrichment of terminological resources: the IATE RDF example
(European Language Resources Association, 2018-05-07)
Terminological resources have proven necessary in many organizations and institutions to ensure communication between experts.
However, the maintenance of these resources is a very time-consuming and expensive process. ...
Improving wordnets for under-resourced languages using machine translation
(Global Wordnet Association, 2018-01-08)
Wordnets are extensively used in natural
language processing, but the current approaches for manually building a wordnet from scratch involves large research
groups for a long period of time, which are
typically not ...
Knowledge base completion using distinct subgraph paths
(ACM, 2018-04-09)
Graph feature models facilitate efficient and interpretable predictions of missing links in knowledge bases with network structure (i.e. knowledge graphs). However, existing graph feature models-e.g. Subgraph Feature ...
On lexicographical networks
(NUI Galway, 2018-12-06)
In this study, we analyze various aspects of lexicographical networks. We would like to answer our research questions of what are the characteristics of the lexicographical networks? In addition to the existing notions of ...
SemR-11: a multi-lingual gold-standard for semantic similarity and relatedness for eleven languages
(European Language Resources Association, 2018-05-07)
This work describes SemR-11, a multi-lingual dataset for evaluating semantic similarity and relatedness for 11 languages (German,
French, Russian, Italian, Dutch, Chinese, Portuguese, Swedish, Spanish, Arabic and Persian). ...
FinSentiA: sentiment analysis in English financial microblogs
(NUI Galway, 2018-05-14)
The objective of this paper is to report on the building of a Sentiment Analysis (SA) system dedicated
to financial microblogs in English. The purpose of our work is to build a financial classifier that predicts the
sentiment ...
Rewriting simplified text into a controlled natural language
(IOS Press, 2018-08-27)
While machine processable Controlled Natural Languages (CNLs) as a natural language interface have proven a popular, unambiguous and user friendly method for non experts to engineer formal knowledge-bases, human-oriented ...