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Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering
(Springer, 2019)
Clustering analysis is one of the most commonly used techniques for uncovering patterns in data mining. Most clustering methods require establishing the number of clusters beforehand. However, due to the size of the data ...
Ponencia
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Home Hospital e-Health Centers for Barrier-Free and Cross-Border Telemedicine
(SpringerLink, 2019-06)
The goal of the presented project is to develop the concept of home ehealth centers for barrier-free and cross-border telemedicine. AAL technologies are already present on the market but there is still a gap to close ...
Ponencia
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Random Hyper-parameter Search-Based Deep Neural Network for Power Consumption Forecasting
(Springer, 2019)
In this paper, we introduce a deep learning approach, based on feed-forward neural networks, for big data time series forecasting with arbitrary prediction horizons. We firstly propose a random search to tune the multiple ...
Ponencia
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Systematic Development of ERP Modules using a Model-Driven Strategy Focusing on the Users
(ScitePress, 2019)
ERP systems are composed of different functional modules on which each one addresses a different business area. Developments on these modules are managed independently on each one, which allow to handle and address the ...
Artículo
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Deep Web crawling: a survey
(Springer, 2019)
Deep Web crawling refers to the problem of traversing the collection of pages in a deep Web site, which are dynamically generated in response to a particular query that is submitted using a search form. To achieve this, ...
Ponencia
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A Method to Improve the Early Stages of the Robotic Process Automation Lifecycle
(Springer, 2019)
The robotic automation of processes is of much interest to organizations. A common use case is to automate the repetitive manual tasks (or processes) that are currently done by back-office staff through some information ...
Ponencia
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Security Assessment of Systems of Systems
(IEEE Computer Society, 2019)
Engineering Systems of Systems is one of the new chal-lenges of the last few years. This depends on the increasing number of systems that must interact one with another to achieve a goal. One peculiarity of Systems of ...
Artículo
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Automated analysis of two-layered feature models with feature attributes
(Elsevier, 2019)
The proliferation of features and platforms in variability intensive systems, coupled with substantial technolo-gical progress, imposes several challenges for software developers and equipment manufacturers—in some cases ...
Ponencia
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Metamorphic Relation Patterns for Query-Based Systems
(IEEE Computer Society, 2019)
Searching and displaying data based on user queries is a key feature of most software applications such as information systems, web portals, web APIs, and data analytic platforms. The large volume of data managed by these ...
Capítulo de Libro
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Constraint-Driven Fault Diagnosis
(Springer, 2019)
Constraint-Driven Fault Diagnosis (CDD) is based on the concept of constraint suspension [6], which was proposed as an approach to fault detection and diagnosis. In this chapter, its capabilities are demonstrated by ...