Results 1 to 10 of about 59,770 (264)
Semi-automated text classification [PDF]
ACM SIGIR Forum, 2014 There is currently a high demand for information systems that automatically analyze textual data, since many organizations, both private and public, need to process large amounts of such data as part of their daily routine, an activity that cannot be performed by means of human work only. One of the answers to this need is text classification (TC), the
Berardi G, Esuli A, Sebastiani F
+14 more sources
Automated software bug severity classification using ensemble machine learning scheme: A real case study. [PDF]
PLoS ONESoftware bug report classification is one of the most significant processes in software development for determining the nature and severity of faults based on their causes and effects.
Mohammadreza Namdar +3 more
doaj +2 more sources
EntailClass: A Classification Approach to EntailSum and End-to-End Document Extraction, Identification, and Evaluation [PDF]
Journal of Universal Computer Science, 2023 The novelty of zero-shot text classification can address the fundamental challenge of the lack of labeled training data. With the current plethora of multidisciplinary, unstandardized text data, scalable classification models favor unsupervised methods ...
Purvaja Balaji +2 more
doaj +3 more sources
Applied Sciences, 2021 Software bug report classification is a critical process to understand the nature, implications, and causes of software failures. Furthermore, classification enables a fast and appropriate reaction to software bugs. However, for large-scale projects, one
Ömer Köksal, Bedir Tekinerdogan
doaj +1 more source
Automated big text security classification [PDF]
2016 IEEE Conference on Intelligence and Security Informatics (ISI), 2016 Pre-print of Best Paper Award IEEE Intelligence and Security Informatics (ISI) 2016 ...
Alzhrani, Khudran +3 more
openaire +2 more sources
Automated classification of text sentiment [PDF]
Proceedings of the South African Institute of Computer Scientists and Information Technologists, 2017 In "2017 Annual Conference of the South African Institute of Computer Scientists and Information"
Dufourq, Emmanuel, Bassett, Bruce A.
openaire +2 more sources
JMIR Mental Health, 2021 BackgroundA growing body of literature has detailed the use of qualitative analyses to measure the therapeutic processes and intrinsic effectiveness of psychotherapies, which yield small databases.
Alexandre Hudon +5 more
doaj +1 more source
Semi-Automated Text Classification for Sensitivity Identification [PDF]
Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, 2015 Sensitive documents are those that cannot be made public, e.g., for personal or organizational privacy reasons. For instance, documents requested through Freedom of Information mechanisms must be manually reviewed for the presence of sensitive information before their actual release.
Berardi G +4 more
openaire +2 more sources
Applied Sciences, 2023 Issue reports are valuable resources for the continuous maintenance and improvement of software. Managing issue reports requires a significant effort from developers.
Changwon Kwak, Pilsu Jung, Seonah Lee
doaj +1 more source
Text mining in the classification of digital documents
Biblios, 2016 Objective: Develop an automated classifier for the classification of bibliographic material by means of the text mining. Methodology: The text mining is used for the development of the classifier, based on a method of type supervised, conformed by two ...
Marcial Contreras Barrera
doaj +1 more source