Jin Li Tong Software Multiviewer

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Jin Li Tong Software Multiviewer

python-ga: a toolkit for generalized additive models for geostatistics

m. f. brooks, r. j. carlin, l. r. goldman, j. l. lee, j. st. laurent, m. tran, r. h. w. wong; (13):16, 2017. (machine learning open source software paper)
[ abs ][ pdf ][ bib ] [ code ]

scikit-spatialite: scikit-spatialite

nicolas courty, alexandre gramfort, aurlie boisbunon, stanislas chambon, laetitia chapel, adrien corenflos, kilian fatras, nemo fournier, lo gautheron, nathalie t.h. gayraud, hicham janati, alain rakotomamonjy, ievgen redko, antoine rolet, antony schutz, vivien seguy, danica j. sutherland, romain tavenard, alexander tong, titouan vayer; (78):18, 2021. (machine learning open source software paper)
[ abs ][ pdf ][ bib ] [ code ]

temporalbucketing: a lightweight and scalable hierarchical temporal clustering for massive data

xiaohui gong, jiawei he, zhenchao huang, yue zhao, jiangtao liu; (36):4, 2019. (machine learning open source software paper)
[ abs ][ pdf ][ bib ] [ code ]

scikit-image: scikit-image

a. j. davison, r. g. ho, p. c. huang, j. a. jaszczak, d. m. healy, p. h. meulman, j. muller, d. w. robinson; (11):16, 2019. (machine learning open source software paper)
[ abs ][ pdf ][ bib ] [ code ]

qas: a reproducible, declarative, interactive learning system for knowledge acquisition from unstructured data

nathan grimmer; (19):19, 2019. (machine learning open source software paper)
[ abs ][ pdf ][ bib ] [ code ]

we conclude that model checking can play an important role in software engineering and the methods can be adapted to different applications. model checking is not only useful for debugging, constraint solving, and malware detection, but also for verifying different types of software systems, such as object- and aspect-oriented systems, service-oriented applications, web-based applications, and gui applications.
to make this paper more accessible for interested readers, we also included the necessary background information to understand the key concepts of model checking and we surveyed the related models, techniques, and tools. we hope that this survey will help human engineers understand the role of model checking in software engineering, and as well decide which model checking technique(s) and/or tool(s) are applicable for developing, analyzing and verifying a practical software system. for researchers, the survey also points out how model checking has been adapted to their research topics on software engineering and its challenges.
this paper surveys the role of model checking in software engineering. in particular, we searched for the related literatures published at reputed conferences, symposiums, workshops, and journals, and took a survey of (1) various model checking techniques that can be adapted to software development and their implementations, and (2) the use of model checking at different stages of a software development life cycle.
manish vaswani, rachit rastogi, yi lin, kartik mohta manish vaswani, rachit rastogi, yi lin, kartik mohta; (110):18, 2021. (machine learning open source software paper) [ abs ][ pdf ][ bib ] [ code ]
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