Peer-reviewed Articles

31 downloads
209 views

Over the last decades, clinical decision support systems have been gaining importance. They help clinicians to make effective use of the overload of available information to obtain correct diagnoses and appropriate treatments. However, their power often comes at...

["Data Mining and Machine Learning","Data Science","Optimization Theory and Computation"]
doi:10.7717/peerj-cs.150
39 downloads
193 views

Most of Python and R scientific packages incorporate compiled scientific libraries to speed up the code and reuse legacy libraries. While several semi-automatic solutions exist to wrap these compiled libraries, the process of wrapping a large library is cumbersome...

["Data Science","Scientific Computing and Simulation","Programming Languages","Software Engineering"]
doi:10.7717/peerj-cs.149
43 downloads
208 views

Background Labels are a way to add some information on a text, such as functional annotations such as genes on a DNA sequences. V(D)J recombinations are DNA recombinations involving two or three short genes in lymphocytes. Sequencing this short region (500 bp or...

["Bioinformatics","Computational Biology","Algorithms and Analysis of Algorithms"]
doi:10.7717/peerj-cs.148
77 downloads
669 views

The relationship between a driver’s glance orientation and corresponding head rotation is highly complex due to its nonlinear dependence on the individual, task, and driving context. This paper presents expanded analytic detail and findings from an effort that...

["Human-Computer Interaction","Data Mining and Machine Learning"]
doi:10.7717/peerj-cs.146
286 downloads
2,489 views

This article describes the motivation, design, and progress of the Journal of Open Source Software (JOSS). JOSS is a free and open-access journal that publishes articles describing research software. It has the dual goals of improving the quality of the software...

["Data Science","Digital Libraries","Scientific Computing and Simulation","Software Engineering"]
doi:10.7717/peerj-cs.147
134 downloads
686 views

Finding useful patterns in datasets has attracted considerable interest in the field of visual analytics. One of the most common tasks is the identification and representation of clusters. However, this is non-trivial in heterogeneous datasets since the data needs...

["Data Science","Visual Analytics"]
doi:10.7717/peerj-cs.145
318 downloads
2,182 views

We describe best practices for providing convenient, high-speed, secure access to large data via research data portals. We capture these best practices in a new design pattern, the Modern Research Data Portal, that disaggregates the traditional monolithic web-based...

["Computer Networks and Communications","Data Science","Distributed and Parallel Computing","Security and Privacy","World Wide Web and Web Science"]
doi:10.7717/peerj-cs.144
110 downloads
908 views

Despite most Spatial Data Infrastructures offering service-based visualization of geospatial data, requirements are often at a very basic level leading to poor quality of maps. This is a general observation for any geospatial architecture as soon as open standards...

["Spatial and Geographic Information Systems","World Wide Web and Web Science"]
doi:10.7717/peerj-cs.143
2 citations
298 downloads
2,916 views

Computer science offers a large set of tools for prototyping, writing, running, testing, validating, sharing and reproducing results; however, computational science lags behind. In the best case, authors may provide their source code as a compressed archive and...

["Data Science","Digital Libraries","Scientific Computing and Simulation","Social Computing"]
doi:10.7717/peerj-cs.142
106 downloads
712 views

The continuous increase of unbound streaming data poses several challenges to established data stream processing engines. One of the most important challenges is the cost-efficient enactment of stream processing topologies under changing data volume. These data...

["Adaptive and Self-Organizing Systems","Distributed and Parallel Computing"]
doi:10.7717/peerj-cs.141
88 downloads
728 views

Open-source lab equipment is becoming more widespread with the popularization of fabrication tools such as 3D printers, laser cutters, CNC machines, open source microcontrollers and open source software. Although many pieces of common laboratory equipment have...

["Network Science and Online Social Networks","Social Computing"]
doi:10.7717/peerj-cs.139
113 downloads
637 views

Betweenness, a widely employed centrality measure in network science, is a decent proxy for investigating network loads and rankings. However, its extremely high computational cost greatly hinders its applicability in large networks. Although several parallel algorithms...

["Distributed and Parallel Computing","Network Science and Online Social Networks"]
doi:10.7717/peerj-cs.140
234 downloads
1,347 views

With a code injection attack (CIA) an attacker can introduce malicious code into a computer program or system that fails to properly encode data that comes from an untrusted source. A CIA can have different forms depending on the execution context of the application...

["Security and Privacy"]
doi:10.7717/peerj-cs.136
70 downloads
778 views

The accurate knowledge of Heat Transfer Coefficients is essential for the design of precise heat transfer operations. The determination of these values requires Inverse Heat Transfer Calculations, which are usually based on heuristic optimisation techniques, like...

["Distributed and Parallel Computing","Graphics","Scientific Computing and Simulation","Software Engineering"]
doi:10.7717/peerj-cs.138
1 citation
239 downloads
1,122 views

Background Artificial neural networks (ANNs) are a robust class of machine learning models and are a frequent choice for solving classification problems. However, determining the structure of the ANNs is not trivial as a large number of weights (connection links)...

["Algorithms and Analysis of Algorithms","Artificial Intelligence","Data Mining and Machine Learning"]
doi:10.7717/peerj-cs.137

Refine by manuscript type

Top subject areas - Articles

Top subject areas - People

View all subject areas