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Analyzing and Forecasting Near-Miss Clones in Evolving Software: An Empirical Study

Minhaz F. Zibran, Ripon K. Saha, Muhammad Asaduzzaman, Chanchal K. Roy
2011 2011 16th IEEE International Conference on Engineering of Complex Computer Systems  
This paper presents a study on the evolution of near-miss clones at release level in medium to large open source software systems of different types (operating systems, database systems, editors, etc.)  ...  Thus it is important to understand the proportion and evolution of clones in evolving software systems for cost estimation or the like.  ...  there may be in an evolving software.  ... 
doi:10.1109/iceccs.2011.36 dblp:conf/iceccs/ZibranSAR11 fatcat:2i7sseiz3rh3tbewkuabh4js64

A survey and taxonomy of approaches for mining software repositories in the context of software evolution

Huzefa Kagdi, Michael L. Collard, Jonathan I. Maletic
2007 Journal of Software Maintenance and Evolution Research and Practice  
A comprehensive literature survey on approaches for mining software repositories (MSR) in the context of software evolution is presented.  ...  In particular, this survey deals with those investigations that examine multiple versions of software artifacts or other temporal information.  ...  The authors described their study on five NASA applications. Various data-mining tools LSR, M5, J48, and ROCKY were used to automatically generate defect detectors.  ... 
doi:10.1002/smr.344 fatcat:zri7uxf7aba6forbe77gkmw2ru

Software Development Process Mining: Discovery, Conformance Checking and Enhancement

Joao Caldeira, Fernando Brito e Abreu
2016 2016 10th International Conference on the Quality of Information and Communications Technology (QUATIC)  
[S32] designed and executed an empirical study on six open source Java systems to better understand the life expectancy of clones.  ...  An empirical study of configuration changes and adoption in Android apps Journal of Systems and Software S03 10 2017 Hassan et al.  ...  This Appendix presents the tools used to perform current research and in writing this dissertation. A.1 Companion Tools  ... 
doi:10.1109/quatic.2016.061 dblp:conf/quatic/CaldeiraA16 fatcat:acb3seoe7vh6hamsvwor2qzcou

An Experimental Evaluation of Imbalanced Learning and Time-Series Validation in the Context of CI/CD Prediction

Bohan Liu, He Zhang, Lanxin Yang, Liming Dong, Haifeng Shen, Kaiwen Song
2020 Proceedings of the Evaluation and Assessment in Software Engineering  
Method: We conduct an experimental study that evaluates 67 CI/CD predictive models using both cross-validation and time-series-validation.  ...  CCS CONCEPTS • Software and its engineering → Software verification and validation; • Computing methodologies → Machine learning algorithms; Cross-validation.  ...  [47] is most similar to the research in this paper. They conducted an empirical study to evaluate the effects of imbalance and noise on predicting fault-prone software modules.  ... 
doi:10.1145/3383219.3383222 dblp:conf/ease/LiuZYDSS20 fatcat:izp6qbaabjhobgakp27ku57j5e

What is Your Code Clone Detection and Evolution Research Made Of?

Chaman Wijesiriwardana, Prasad Wimalaratne
2021 Computing and informatics  
Over the past few decades, clone detection and evolution have become a major area of study in software engineering.  ...  Besides, the proposed experimental testbed is proven beneficial in conducting and replicating clone detection experiments.  ...  They have presented an empirical study to investigate clone genealogies using 17 open source software systems.  ... 
doi:10.31577/cai_2021_3_690 fatcat:x6r4tn2wrrbvzlaglbby6jonqa

Physical Principles and Visual-OMP Software for Optimal PCR Design [chapter]

John SantaLucia
2007 Msphere  
As GT, GG, and GA mismatches are stable and occur commonly when a primer is scanned against an entire genome, such a short word length can result in BLAST missing thermodynamically important hybridization  ...  At DNA Software, Inc., further empirical equations have been measured (under NIH SBIR funding) for magnesium, DMSO, glycerol, formamide, urea, many fluorophores, and many modified nucleotides including  ...  Acknowledgments I am thankful to all my previous graduate students and coworkers at DNA Software, Inc. for their hard work and contributions to the fields of DNA thermodynamics and software development  ... 
doi:10.1007/978-1-59745-528-2_1 pmid:17951788 fatcat:tghqvlsslzcspmi673q4m4q32m

Automatic Formative Assessment in Computer Science: Guidance to Model-Driven Design

Marina Marchisio, Tiziana Margaria, Matteo Sacchet
2020 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)  
Wuhan University, China), Wenfei Guo (Wuhan University, China), and Xiaxian Wang (Wuhan University, China) Software Product Line Configuration and Traceability: An Empirical Study on SMarty Class and Component  ...  Tarek Saadawi (City University of New York, USA) An Empirical Investigation into the Effects of Code Comments on Issue Resolution Code Inspection Support for Recurring Changes with Deep Learning in Evolving  ... 
doi:10.1109/compsac48688.2020.00035 dblp:conf/compsac/MarchisioMS20 fatcat:nudzvwviyrcklectabhuyranq4

Report on the Third Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE3)

Daniel S. Katz, Sou-Cheng T. Choi, Kyle E. Niemeyer, James Hetherington, Frank Löffler, Dan Gunter, Ray Idaszak, Steven R. Brandt, Mark A. Miller, Sandra Gessing, Nick D. Jones, Nic Weber (+9 others)
2016 Journal of Open Research Software  
It also summarizes a set of lightning talks in which speakers highlighted to-the-point lessons and challenges pertaining to sustaining scientific software.  ...  The report includes a description of the keynote presentation of the workshop, which served as an overview of sustainable scientific software.  ...  Hetherington was funded by the Software Sustainability Institute, RCUK grants EP/H043160/1 and EP/N006410/1.  ... 
doi:10.5334/jors.118 fatcat:xhycdlnixrapnj4qwayutzefba

Present State of CFD Softwares Application for Launch Vehicle Analysis
발사체 해석을 위한 CFD 소프트웨어 적용 현황

Hwanghui Jeong, Jae Yeol Kim, Jae-Ryul Shin
2020 Journal of the Korean Society of Propulsion Engineers  
This software program takes an XML representation of the contents of a Hierarchical Data Format-Earth Observing System (HDF-EOS) file and recreates the file from that description .  ...  It evolves graphs using genetic software techniques and has applications in designing drugs, circuits, or any other system that is easily represented by graphs .  ...  Open Source Lightning Forecasting Algorithm (LFA) MFS-33225-1 The Lightning Forecasting Algorithm (LFA) is an algorithm that may be implemented within any cloudallowing or cloud-resolving numerical forecast  ... 
doi:10.6108/kspe.2020.24.3.071 fatcat:trxkhiuqrjakll32bcjxskgwju

A systematic mapping study of clone visualization

Muhammad Hammad, Hamid Abdul Basit, Stan Jarzabek, Rainer Koschke
2020 Computer Science Review  
Knowing code clones (similar code fragments) is helpful in software maintenance and re-engineering.  ...  Our mapping study will aid tool users in selecting clone visualization tools suitable for the task at hand, tool vendors in improving capabilities of their tools, and researchers in identifying open problems  ...  The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.  ... 
doi:10.1016/j.cosrev.2020.100266 fatcat:upe5wxfu45h7dikc5l3fxuzkmi

Developing a modern data workflow for evolving data [article]

Glenda M Yenni, Erica M Christensen, Ellen K Bledsoe, Sarah R Supp, Renata M Diaz, Ethan P White, S K Morgan Ernest
2018 bioRxiv   pre-print
"Evolving data" present unique challenges in quality assurance and control, data publication, archiving, and reproducibility.  ...  An emerging challenge that has received limited attention in biology is managing, working with, and providing access to data under continual active collection.  ...  We use these data for ecological forecasting which requires the data to be updated in the main database in near real-time.  ... 
doi:10.1101/344804 fatcat:mbkxalkznfb2zfxqmgqsf6l7km

Biological data becomes computer literate: new advances in bioinformatics

N Goodman
2002 Current Opinion in Biotechnology  
Bioinformatics is also essential in studies of evolution and phylogeny.  ...  ), and the determination of protein structure either empirically or computationally.  ...  The official website for a suite of software that is widely used by sequencing groups to analyze chromatographs from raw reads, assemble raw reads into longer contiguous regions, and to edit and review  ... 
doi:10.1016/s0958-1669(02)00287-2 pmid:11849961 fatcat:frpf3kqv7vdctphdykjk5anwlq

Reducing Efficiency of Connectivity-Splitting Attack on Newscast via Limited Gossip [chapter]

Jakub Muszyński, Sébastien Varrette, Pascal Bouvry
2016 Lecture Notes in Computer Science  
Empirical results on 10 datasets with missing values using C4.5 for an evaluation and particle swarm optimisation as a search technique in feature selection show that a wrapper feature selection for missing  ...  We report an evaluation of this approach in a software engineering case study. A novel approach is proposed for fast anomaly detection by one-class classification.  ... 
doi:10.1007/978-3-319-31204-0_20 fatcat:27rnwllk75cv5kncys2u7utreq

A sequential distance-based approach for imputing missing data: Forward Imputation

Nadia Solaro, Alessandro Barbiero, Giancarlo Manzi, Pier Alda Ferrari
2016 Advances in Data Analysis and Classification  
An empirical power study and power comparisons with other tests are also provided.  ...  Simulations and empirical applications document the merits of the proposed approach both in forecasting and in structural analysis.  ... 
doi:10.1007/s11634-016-0243-0 fatcat:yvrqlgllsbesbnvnzzci2egpl4

A Comprehensive Review of the Load Forecasting Techniques Using Single and Hybrid Predictive Models

Abdullah Al Mamun, Md. Sohel, Naeem Mohammad, Md. Samiul Haque Sunny, Debopriya Roy Dipta, Eklas Hossain
2020 IEEE Access  
VSTLF is popular for load forecasting from few seconds to few minutes. In VSTLF the load in the near future can be forecasted by the load in the past [13] .  ...  The missing values and erratic data are corrected.  ... 
doi:10.1109/access.2020.3010702 fatcat:doeqmfo7eveijlfdvzdyzwgweq
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