Peer-reviewed Articles

1 citation
2,655 downloads
22,164 views

Recent advances in Natural Language Processing and Machine Learning provide us with the tools to build predictive models that can be used to unveil patterns driving judicial decisions. This can be useful, for both lawyers and judges, as an assisting tool to rapidly...

["Artificial Intelligence","Computational Linguistics","Data Mining and Machine Learning","Data Science","Natural Language and Speech"]
doi:10.7717/peerj-cs.93
95 downloads
578 views

The reality gap is the discrepancy between simulation and reality—the same behavioural algorithm results in different robot swarm behaviours in simulation and in reality (with real robots). In this paper, we study the effect of the reality gap on the psychophysiological...

["Human-Computer Interaction","Adaptive and Self-Organizing Systems","Agents and Multi-Agent Systems","Artificial Intelligence","Robotics"]
doi:10.7717/peerj-cs.82
275 downloads
1,055 views

Due to the rapid development of information technology, the Internet has gradually become a part of everyday life. People would like to communicate with friends to share their opinions on social networks. The diverse behavior on socials networks is an ideal reflection...

["Artificial Intelligence","Natural Language and Speech","Social Computing"]
doi:10.7717/peerj-cs.81
3 citations
145 downloads
1,446 views

The ubiquity of uncertainty across application domains generates a need for principled support for uncertainty management in semantically aware systems. A probabilistic ontology provides constructs for representing uncertainty in domain ontologies. While the literature...

["Artificial Intelligence","World Wide Web and Web Science","Software Engineering"]
doi:10.7717/peerj-cs.77
111 downloads
786 views

Our aim was to determine the possibility of detecting cognitive emotion information (neutral, disgust, shameful, “sensory pleasure”) by using a remote eye tracker within an approximate range of 1 meter. Our implementation was based on a self-learning ANN used for...

["Human-Computer Interaction","Artificial Intelligence","Computer Vision"]
doi:10.7717/peerj-cs.75
140 downloads
1,011 views

We describe a method for assessing data set complexity based on the estimation of the underlining probability distribution and Hellinger distance. In contrast to some popular complexity measures, it is not focused on the shape of a decision boundary in a classification...

["Algorithms and Analysis of Algorithms","Artificial Intelligence","Data Mining and Machine Learning"]
doi:10.7717/peerj-cs.76
157 downloads
782 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
143 downloads
894 views

We describe and experimentally validate a question-asking framework for machine-learned linguistic knowledge about human emotions. Using the Socratic method as a theoretical inspiration, we develop an experimental method and computational model for computers to...

["Agents and Multi-Agent Systems","Artificial Intelligence","Computational Linguistics","Data Mining and Machine Learning","Natural Language and Speech"]
doi:10.7717/peerj-cs.40
4 citations
543 downloads
2,127 views

Motivation. Finding relevant scientific literature is one of the essential tasks researchers are facing on a daily basis. Digital libraries and web information retrieval techniques provide rapid access to a vast amount of scientific literature. However, no further...

["Artificial Intelligence","Digital Libraries","Natural Language and Speech"]
doi:10.7717/peerj-cs.37
235 downloads
1,130 views

An activity fundamental to science is building mathematical models. These models are used to both predict the results of future experiments and gain insight into the structure of the system under study. We present an algorithm that automates the model building...

["Artificial Intelligence","Data Mining and Machine Learning","Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.31
1 citation
242 downloads
784 views

In this communication a representation of the links between DNA-relatives based on Graph Theory is applied to the analysis of personal genomic data to obtain genealogical information. The method is tested on both simulated and real data and its applicability to...

["Computational Biology","Artificial Intelligence","Visual Analytics"]
doi:10.7717/peerj-cs.27
4 citations
337 downloads
1,349 views

We propose a measure based upon the fundamental theoretical concept in algorithmic information theory that provides a natural approach to the problem of evaluating n-dimensional complexity by using an n-dimensional deterministic Turing machine. The technique is...

["Computational Biology","Artificial Intelligence","Theory and Formal Methods"]
doi:10.7717/peerj-cs.23

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