Peer-reviewed Articles

1 citation
211 downloads
1,011 views

Container-based application deployments have received significant attention in recent years. Operating system virtualization based on containers as a mechanism to deploy and manage complex, large-scale software systems has become a popular mechanism for application...

["Adaptive and Self-Organizing Systems","Distributed and Parallel Computing","Software Engineering"]
doi:10.7717/peerj-cs.66
266 downloads
999 views

It is a well-known fact that some criminals follow perpetual methods of operations known as modi operandi. Modus operandi is a commonly used term to describe the habits in committing crimes. These modi operandi are used in relating criminals to crimes for which...

["Algorithms and Analysis of Algorithms","Artificial Intelligence","Data Mining and Machine Learning"]
doi:10.7717/peerj-cs.65
142 downloads
808 views

Hypertension or high blood pressure is a condition on the rise. Not only does it affect the elderly but is also increasingly spreading to younger sectors of the population. Treating it involves exhaustive monitoring of patients. A tool adapted to the particular...

["Computer Networks and Communications","Distributed and Parallel Computing"]
doi:10.7717/peerj-cs.69
6 citations
1,076 downloads
2,006 views

Online news reading has become a widely popular way to read news articles from news sources around the globe. With the enormous amount of news articles available, users are easily overwhelmed by information of little interest to them. News recommender systems help...

["Agents and Multi-Agent Systems","World Wide Web and Web Science"]
doi:10.7717/peerj-cs.63
9 citations
426 downloads
1,823 views

Software process improvement (SPI) has been around for decades: frameworks are proposed, success factors are studied, and experiences have been reported. However, the sheer mass of concepts, approaches, and standards published over the years overwhelms practitioners...

["Software Engineering"]
doi:10.7717/peerj-cs.62
2 citations
245 downloads
1,526 views

Ebooks of the future may respond to the emotional experience of the reader. (Neuro-) physiological measures could capture a reader’s emotional state and use this to enhance the reading experience by adding matching sounds or to change the storyline therewith creating...

["Human\u2013Computer Interaction","Brain\u2013Computer Interface","Multimedia"]
doi:10.7717/peerj-cs.60
1 citation
271 downloads
1,986 views

Annotation of bioassay protocols using semantic web vocabulary is a way to make experiment descriptions machine-readable. Protocols are communicated using concise scientific English, which precludes most kinds of analysis by software algorithms. Given the availability...

["Bioinformatics","Computational Biology","Human-Computer Interaction","Data Science"]
doi:10.7717/peerj-cs.61
3 citations
256 downloads
1,170 views

We study the interplay between a dynamical process and the structure of the network on which it unfolds using the parameterized Laplacian framework. This framework allows for defining and characterizing an ensemble of dynamical processes on a network beyond what...

["Network Science and Online Social Networks"]
doi:10.7717/peerj-cs.57
4 citations
194 downloads
1,145 views

Scaling up psychotherapy services such as for addiction counseling is a critical societal need. One challenge is ensuring quality of therapy, due to the heavy cost of manual observational assessment. This work proposes a speech technology-based system to automate...

["Human\u2013Computer Interaction","Computational Linguistics","Emerging Technologies","Natural Language and Speech"]
doi:10.7717/peerj-cs.59
189 downloads
959 views

Identifying a temporal pattern of events is a fundamental task of online (real-time) verification. We present efficient schemes for online monitoring of events for identifying desired/undesired patterns of events. The schemes use preprocessing to ensure that the...

["Algorithms and Analysis of Algorithms","Theory and Formal Methods"]
doi:10.7717/peerj-cs.53
2 citations
453 downloads
1,577 views

We consider the problem of detecting and quantifying the periodic component of a function given noise-corrupted observations of a limited number of input/output tuples. Our approach is based on Gaussian process regression, which provides a flexible non-parametric...

["Data Mining and Machine Learning","Optimization Theory and Computation"]
doi:10.7717/peerj-cs.50
1 citation
355 downloads
1,067 views

Matrix Depot is a Julia software package that provides easy access to a large and diverse collection of test matrices. Its novelty is threefold. First, it is extensible by the user, and so can be adapted to include the user’s own test problems. In doing so, it...

["Algorithms and Analysis of Algorithms","Data Science","Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.58
22 citations
3,235 downloads
19,474 views

Probabilistic programming allows for automatic Bayesian inference on user-defined probabilistic models. Recent advances in Markov chain Monte Carlo (MCMC) sampling allow inference on increasingly complex models. This class of MCMC, known as Hamiltonian Monte Carlo,...

["Data Mining and Machine Learning","Data Science","Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.55
6 citations
893 downloads
2,534 views

In this work, DAE Tools modelling, simulation and optimisation software, its programming paradigms and main features are presented. The current approaches to mathematical modelling such as the use of modelling languages and general-purpose programming languages...

["Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.54
142 downloads
762 views

Research has suggested that adding contextual information such as reference markers to data sonification can improve interaction with auditory graphs. This paper presents results of an experiment that contributes to quantifying and analysing the extent of such...

["Human\u2013Computer Interaction"]
doi:10.7717/peerj-cs.51

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