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Simsax: A measure of project similarity based on symbolic approximation method and software defect inflow

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-60598-3_2openalex-snapshot
Cost estimation of software projects through case base reasoning
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Improving Algorithmic Optimisation Method by Spectral Clustering
inferredcites →https://doi.org/10.1007/978-3-642-38314-4_12openalex-snapshot
A Metrics Model to Measure the Impact of an Agile Transformation in Large Software Development Organizations
inferredcites →https://doi.org/10.1007/978-3-662-44845-8_37openalex-snapshot
GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series
inferredcites →https://doi.org/10.1007/s10115-004-0172-7openalex-snapshot
Clustering of time-series subsequences is meaningless: implications for previous and future research
inferredcites →https://doi.org/10.1007/s10618-007-0064-zopenalex-snapshot
Experiencing SAX: a novel symbolic representation of time series
inferredcites →https://doi.org/10.1016/0022-2836(70)90057-4openalex-snapshot
A general method applicable to the search for similarities in the amino acid sequence of two proteins
inferredcites →https://doi.org/10.1016/j.engappai.2010.09.007openalex-snapshot
A review on time series data mining
inferredcites →https://doi.org/10.1016/j.infsof.2010.05.005openalex-snapshot
A method for forecasting defect backlog in large streamline software development projects and its industrial evaluation
inferredcites →https://doi.org/10.1016/j.infsof.2014.07.013openalex-snapshot
Analogy-based software development effort estimation: A systematic mapping and review
inferredcites →https://doi.org/10.1016/j.infsof.2017.12.009openalex-snapshot
Evaluating subset selection methods for use case points estimation
inferredcites →https://doi.org/10.1016/j.is.2015.04.007openalex-snapshot
Time-series clustering – A decade review
inferredcites →https://doi.org/10.1016/j.jss.2014.08.033openalex-snapshot
Selecting software reliability growth models and improving their predictive accuracy using historical projects data
inferredcites →https://doi.org/10.1016/j.jss.2016.03.029openalex-snapshot
Quantitatively measuring a large-scale agile transformation
inferredcites →https://doi.org/10.1016/s0898-1221(00)90203-7openalex-snapshot
Experimentation in software engineering: An introduction
inferredcites →https://doi.org/10.1038/nbt0406-423openalex-snapshot
What are DNA sequence motifs?
inferredcites →https://doi.org/10.1049/iet-sen.2011.0210openalex-snapshot
Increasing the accuracy of software development effort estimation using projects clustering
inferredcites →https://doi.org/10.1109/52.820015openalex-snapshot
Benchmarking software development productivity
inferredcites →https://doi.org/10.1109/52.951491openalex-snapshot
Organizational benchmarking using the ISBSG Data Repository
inferredcites →https://doi.org/10.1109/access.2019.2891878openalex-snapshot
Categorical Variable Segmentation Model for Software Development Effort Estimation
inferredcites →https://doi.org/10.1109/ieeeconf10694.2005openalex-snapshot
11th IEEE International Software Metrics Symposium (METRICS'05)
inferredcites →https://doi.org/10.1109/metrics.2005.4openalex-snapshot
A Replicated Comparison of Cross-Company and Within-Company Effort Estimation Models Using the ISBSG Database
inferredcites →https://doi.org/10.1109/nafips.2001.944298openalex-snapshot
Evaluating software project similarity by using linguistic quantifier guided aggregations
inferredcites →https://doi.org/10.1109/tse.2012.83openalex-snapshot
Local versus Global Lessons for Defect Prediction and Effort Estimation
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Proceedings of the 2008 SIAM International Conference on Data Mining
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Exact Discovery of Time Series Motifs
inferredcites →https://doi.org/10.1145/1159733openalex-snapshot
Proceedings of the 2006 ACM/IEEE international symposium on Empirical software engineering
inferredcites →https://doi.org/10.1145/1159733.1159747openalex-snapshot
Cross-company and single-company effort models using the ISBSG database
inferredcites →https://doi.org/10.1145/2379776.2379788openalex-snapshot
Time-series data mining
inferredcites →https://doi.org/10.1145/882082openalex-snapshot
Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
inferredcites →https://doi.org/10.1145/882082.882086openalex-snapshot
A symbolic representation of time series, with implications for streaming algorithms
inferredcites →https://doi.org/10.19153/cleiej.18.1.4openalex-snapshot
Simulation Based Studies in Software Engineering: A Matter of Validity

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-030-35510-4_7openalex-snapshot
On Identifying Similarities in Git Commit Trends—A Comparison Between Clustering and SimSAX
inferred← citeshttps://doi.org/10.1007/978-3-031-49266-2_14openalex-snapshot
Comparing Machine Learning Algorithms for Medical Time-Series Data
inferred← citeshttps://doi.org/10.1007/s42524-025-4133-zopenalex-snapshot
Clustering new product development projects from the perspective of knowledge management
inferred← citeshttps://doi.org/10.1016/j.infsof.2020.106489openalex-snapshot
Exploring the software repositories of embedded systems: An industrial experience
inferred← citeshttps://doi.org/10.1016/j.infsof.2021.106662openalex-snapshot
Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction
inferred← citeshttps://doi.org/10.1088/1742-6596/2025/1/012100openalex-snapshot
Improving Cross-Project Defect Prediction with Weighted Software Modules via Transfer Learning
inferred← citeshttps://doi.org/10.1109/aiotcs58181.2022.00024openalex-snapshot
Automatic Software Defect Assignment Method Based on Deep Learning Processing Algorithm
inferred← citeshttps://doi.org/10.1109/ms.2020.2971894openalex-snapshot
LegacyPro—A DNA-Inspired Method for Identifying Process Legacies in Software Development Organizations
inferred← citeshttps://doi.org/10.1155/2023/5365673openalex-snapshot
Time Series Symbolization Method for the Data Mining K-Means Algorithm
inferred← citeshttps://doi.org/10.3390/s21227535openalex-snapshot
An Empirical Study of Training Data Selection Methods for Ranking-Oriented Cross-Project Defect Prediction
inferred← citeshttps://doi.org/10.38124/ijisrt/25apr2002openalex-snapshot
Adaptive Risk Management in Agile Projects Using Predictive Analytics and Real-Time Velocity Data Visualization Dashboard
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