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Recent Submissions
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TALP at eHealth-KD Challenge 2020: Multi-level recurrent and convolutional neural networks for joint classification of key-phrases and relations
(CEUR-WS.org, 2020)
Conference report
Open AccessThis article describes the model presented by the TALP Team to IberLEF’s eHealth Knowledge Discovery 2020 shared task[1]. The model iterates over the idea of using a single model for simultaneously identify key-phrases and ... -
Extracting annotations from textual descriptions of processes
(Springer, 2020)
Conference report
Open AccessOrganizations often have textual descriptions as a way to document their main processes. These descriptions are primarily used by the company’s personnel to understand the processes, specially for those ones that cannot ... -
Textual visual semantic dataset for text spotting
(Institute of Electrical and Electronics Engineers (IEEE), 2020)
Conference report
Open AccessText Spotting in the wild consists of detecting and recognizing text appearing in images (e.g. signboards, traffic signals or brands in clothing or objects). This is a challenging problem due to the complexity of the context ... -
Enhancing text spotting with a language model and visual context information
(IOS Press, 2018)
Conference report
Open AccessThis paper addresses the problem of detecting and recognizing text in images acquired ‘in the wild’. This is a severely under-constrained problem which needs to tackle a number of challenges including large occlusions, ... -
Semantic relatedness based re-ranker for text spotting
(2019)
Conference lecture
Open AccessApplications such as textual entailment, plagiarism detection or document clustering rely on the notion of semantic similarity, and are usually approached with dimension reduction techniques like LDA or with embedding-based ... -
Visual re-ranking with natural language understanding for text spotting
(2018)
Conference lecture
Open AccessMany scene text recognition approaches are based on purely visual information and ignore the semantic relation between scene and text. In this paper, we tackle this problem from natural language processing perspective to ... -
From process models to chatbots
(Springer, 2019)
Conference report
Open AccessThe effect of digital transformation in organizations needs to go beyond automation, so that human capabilities are also augmented. A possibility in this direction is to make formal representations of processes more ... -
Approximate computation of alignments of business processes through relaxation labelling
(Springer, 2019)
Conference report
Open AccessA fundamental problem in conformance checking is aligning event data with process models. Unfortunately, existing techniques for this task are either complex, or can only be applicable to restricted classes of models. This ... -
Formal reasoning on natural language descriptions of processes
(Springer, 2019)
Conference report
Open AccessThe existence of unstructured information that describes processes represents a challenge in organizations, mainly because this data cannot be directly referred into process-aware ecosystems due to ambiguities. Still, this ... -
eHealth Eurocampus: An innovative educational framework to train qualified professionals in the emerging ehealth sector
(International Association of Technology, Education and Development (IATED), 2019)
Conference lecture
Open AccessThe aim of this paper is to present the results of an initiative called the eHealth Eurocampus (http://ehealtheurocampus.eu), whose main goal is to define a framework to prepare professionals for the eHealth work environment. ... -
eHealth Eurocampus Project: preparing innovative ICT professionals
(International Association of Technology, Education and Development (IATED), 2019)
Conference lecture
Open AccessThe eHealth Eurocampus project, an EU-funded project, aims at preparing innovative professionals able to cope with the challenge of fostering a spirit of innovation in eHealth in Europe as the way forward to ensure better ... -
Learning based on challenges in the context of multidisciplinary teamwork in ehealth: an evaluation of the students' experience
(International Association of Technology, Education and Development (IATED), 2019)
Conference report
Open AccessEducation in eHealth is becoming of transcendental importance in the European social context. The progressive aging of the population has generated an increase in the prevalence of people with disabilities who demand more ...
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