85 downloads
250 views

We propose a simple neural network model which can learn relation between sentences by passing their representations obtained from Long Short Term Memory(LSTM) through a Relation Network. The Relation Network module tries to extract similarity between multiple...

["Artificial Intelligence","Data Science","Natural Language and Speech"]
doi:10.7287/peerj.preprints.26847v2
65 downloads
200 views

A problem facing healthcare record systems throughout the world is how to share the medical data with more stakeholders for various purposes without sacrificing data privacy and integrity. Blockchain, operating in a state of consensus, is the underpinning technology...

["Computer Networks and Communications","Cryptography","Data Science","Security and Privacy"]
doi:10.7287/peerj.preprints.26942v1
34 downloads
67 views

Flow cytometry (FCM) is a powerful analytical tool that is widely used worldwide, as it allows the depiction of the innate complexity of a vast range of biological systems in few seconds. It is a technique based on the spectroscopic properties of suspended particles...

["Bioinformatics","Computational Biology","Ecology","Ecosystem Science","Data Science"]
doi:10.7287/peerj.preprints.26934v1
117 downloads
400 views

Statistical books are an opportunity for accessing relatively deeper insights into statistics and software even outside the introductory classroom setting. There are however many resources available to the practitioner in addition to the traditional text model....

["Bioinformatics","Computer Education","Data Science","Programming Languages"]
doi:10.7287/peerj.preprints.26924v1
46 downloads
127 views

The leachate generated by the direct disposal of solid waste into the soil of terrace number one of the Romerillos sanitary landfill site contaminates the environment. This is visible from an average distance of up to 20m with the presence of dry vegetation cover...

["Data Science","Environmental Impacts"]
doi:10.7287/peerj.preprints.26907v2
520 downloads
480 views

The rapid increase in volume and complexity of biomedical data requires changes in research, communication, training, and clinical practices. This includes learning how to effectively integrate automated analysis with high-data-density visualizations that clearly...

["Computational Biology","Science and Medical Education","Human-Computer Interaction","Data Science"]
doi:10.7287/peerj.preprints.26896v1
89 downloads
302 views

Clustering is a scientific method which finds the clusters of data and many related methods are traditionally researched for long terms. Bayesian nonparametrics is statistics which can treat models having infinite parameters. Chinese restaurant process is used...

["Data Mining and Machine Learning","Data Science","Software Engineering"]
doi:10.7287/peerj.preprints.26533v2
825 downloads
3,311 views

There is a massive crisis of confidence in statistical inference, which has largely been attributed to overemphasis on and abuse of hypothesis testing. Much of the abuse stems from failure to recognize that statistical tests not only test hypotheses, but countless...

["Science and Medical Education","Science Policy","Statistics","Data Science"]
doi:10.7287/peerj.preprints.26857v1
83 downloads
475 views

Malaria is a blood disease caused by the Plasmodium parasites transmitted through the bite of female Anopheles mosquito. Microscopists commonly examine thick and thin blood smears to diagnose disease and compute parasitemia. However, their accuracy depends on smear...

["Infectious Diseases","Computational Science","Data Mining and Machine Learning","Data Science"]
doi:10.7717/peerj.4568
185 downloads
977 views

A new layer of complexity, constituted of networks of information token recurrence, has been identified in socio-technical systems such as the Wikipedia online community and the Zooniverse citizen science platform. The identification of this complexity reveals...

["Data Mining and Machine Learning","Data Science","Network Science and Online Social Networks","Social Computing","World Wide Web and Web Science"]
doi:10.7287/peerj.preprints.2789v2
150 downloads
492 views

Many data include time or have longitudinal dimensionalilty. When these data include an index of time, i.e. measures at regular or periodically successive intervals, statistics that use time sequencing in some capacity are appropriate. Consequently, investing time...

["Bioinformatics","Computational Biology","Data Science"]
doi:10.7287/peerj.preprints.26842v1
46 downloads
418 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
71 downloads
500 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
115 downloads
247 views

Identifying and counting individual fish on videos is a crucial task to cost-effectively monitor marine biodiversity, but it remains a difficult and time-consuming task. In this paper, we present a method to assist the automated identification of fish species on...

["Biodiversity","Computational Science","Data Science"]
doi:10.7287/peerj.preprints.26818v1
46 downloads
145 views

To better understand the species latitudinal and depth gradients in the NW Pacific and its adjacent Arctic Ocean, distribution records of all marine species were extracted from the Ocean Biogeographic Information System (OBIS) and Global Biodiversity Information...

["Biodiversity","Biogeography","Marine Biology","Data Science"]
doi:10.7287/peerj.preprints.26756v1

Top subject areas - Articles & Preprints

Top subject areas - People

View all subject areas