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Predicting Delivery Capability in Iterative Software Development

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What this work says

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

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Principles of Proper Validation: use and abuse of re‐sampling for validation
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A Hitchhiker's guide to statistical tests for assessing randomized algorithms in software engineering
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Ensemble Methods in Machine Learning
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Software Risk Prediction Based on the Hybrid Algorithm of Genetic Algorithm and Decision Tree
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Input decimated ensembles
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Studying re-opened bugs in open source software
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Comparison of the predicted and observed secondary structure of T4 phage lysozyme
inferredcites →https://doi.org/10.1016/0198-9715(90)90050-4openalex-snapshot
Statistical power analysis for the behavioral sciences
inferredcites →https://doi.org/10.1016/0377-2217(87)90230-xopenalex-snapshot
Software engineering metrics and models
inferredcites →https://doi.org/10.1016/j.csda.2009.07.017openalex-snapshot
Taxonomy for characterizing ensemble methods in classification tasks: A review and annotated bibliography
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A simulation-based risk network model for decision support in project risk management
inferredcites →https://doi.org/10.1016/j.dss.2012.11.001openalex-snapshot
Software project risk analysis using Bayesian networks with causality constraints
inferredcites →https://doi.org/10.1016/j.eswa.2006.09.022openalex-snapshot
An association rule mining method for estimating the impact of project management policies on software quality, development time and effort
inferredcites →https://doi.org/10.1016/j.infsof.2011.12.008openalex-snapshot
Evaluating prediction systems in software project estimation
inferredcites →https://doi.org/10.1016/j.infsof.2014.12.006openalex-snapshot
ELBlocker: Predicting blocking bugs with ensemble imbalance learning
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Multi-class ROC analysis from a multi-objective optimisation perspective
inferredcites →https://doi.org/10.1016/j.patrec.2010.03.014openalex-snapshot
Variable selection using random forests
inferredcites →https://doi.org/10.1016/s0167-9473(01)00065-2openalex-snapshot
Stochastic gradient boosting
inferredcites →https://doi.org/10.1023/a:1007607513941openalex-snapshot
An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
inferredcites →https://doi.org/10.1023/a:1011419012209openalex-snapshot
Eigentaste: A Constant Time Collaborative Filtering Algorithm
inferredcites →https://doi.org/10.1023/a:1025809010217openalex-snapshot
COCOMO-Based Effort Estimation for Iterative and Incremental Software Development
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What accuracy statistics really measure
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Error Correlation and Error Reduction in Ensemble Classifiers
inferredcites →https://doi.org/10.1108/10650751111106528openalex-snapshot
Understanding agile project management methods using Scrum
inferredcites →https://doi.org/10.1109/ase.2011.6100061openalex-snapshot
Towards more accurate retrieval of duplicate bug reports
inferredcites →https://doi.org/10.1109/ase.2013.6693086openalex-snapshot
Detecting bad smells in source code using change history information
inferredcites →https://doi.org/10.1109/ase.2013.6693087openalex-snapshot
Personalized defect prediction
inferredcites →https://doi.org/10.1109/ase.2015.55openalex-snapshot
Predicting Delays in Software Projects Using Networked Classification (T)
inferredcites →https://doi.org/10.1109/csmr-wcre.2014.6747167openalex-snapshot
An empirical study of bug report field reassignment
inferredcites →https://doi.org/10.1109/dsn.2008.4630070openalex-snapshot
Automated duplicate detection for bug tracking systems
inferredcites →https://doi.org/10.1109/esem.2007.16openalex-snapshot
Effort Prediction in Iterative Software Development Processes -- Incremental Versus Global Prediction Models
inferredcites →https://doi.org/10.1109/esem.2007.40openalex-snapshot
A Critical Analysis of Empirical Research in Software Testing
inferredcites →https://doi.org/10.1109/esem.2009.5316025openalex-snapshot
Optimized assignment of developers for fixing bugs an initial evaluation for eclipse projects
inferredcites →https://doi.org/10.1109/icse.2003.1201207openalex-snapshot
Understanding and predicting effort in software projects
inferredcites →https://doi.org/10.1109/icse.2007.32openalex-snapshot
Detection of Duplicate Defect Reports Using Natural Language Processing
inferredcites →https://doi.org/10.1109/icse.2012.6227112openalex-snapshot
Characterizing and predicting which bugs get reopened
inferredcites →https://doi.org/10.1109/icse.2012.6227173openalex-snapshot
Graph-based analysis and prediction for software evolution
inferredcites →https://doi.org/10.1109/icsm.2008.4658082openalex-snapshot
Duplicate bug reports considered harmful … really?
inferredcites →https://doi.org/10.1109/icsm.2008.4658083openalex-snapshot
Automated severity assessment of software defect reports
inferredcites →https://doi.org/10.1109/icsm.2010.5609560openalex-snapshot
Studying the impact of dependency network measures on software quality
inferredcites →https://doi.org/10.1109/icsme.2014.50openalex-snapshot
An Empirical Study of Delays in the Integration of Addressed Issues
inferredcites →https://doi.org/10.1109/infcom.1996.493353openalex-snapshot
How to model an internetwork
inferredcites →https://doi.org/10.1109/isda.2009.230openalex-snapshot
Evaluation Measures for Ordinal Regression
inferredcites →https://doi.org/10.1109/msr.2007.13openalex-snapshot
How Long Will It Take to Fix This Bug?
inferredcites →https://doi.org/10.1109/msr.2007.25openalex-snapshot
Predicting Eclipse Bug Lifetimes
inferredcites →https://doi.org/10.1109/msr.2010.5463284openalex-snapshot
Predicting the severity of a reported bug
inferredcites →https://doi.org/10.1109/msr.2015.33openalex-snapshot
Characterization and Prediction of Issue-Related Risks in Software Projects
inferredcites →https://doi.org/10.1109/tse.2003.1245300openalex-snapshot
A simulation study of the model evaluation criterion mmre
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Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings
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Predicting Project Velocity in XP Using a Learning Dynamic Bayesian Network Model
inferredcites →https://doi.org/10.1109/tse.2011.111openalex-snapshot
On the Value of Ensemble Effort Estimation
inferredcites →https://doi.org/10.1109/tsmcc.2011.2161285openalex-snapshot
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
inferredcites →https://doi.org/10.1145/1150402.1150450openalex-snapshot
Topics over time
inferredcites →https://doi.org/10.1145/1321631.1321639openalex-snapshot
Modeling bug report quality
inferredcites →https://doi.org/10.1145/1368088.1368151openalex-snapshot
An approach to detecting duplicate bug reports using natural language and execution information
inferredcites →https://doi.org/10.1145/1368088.1368161openalex-snapshot
Predicting defects using network analysis on dependency graphs
inferredcites →https://doi.org/10.1145/1370788.1370804openalex-snapshot
Confidence in software cost estimation results based on MMRE and PRED
inferredcites →https://doi.org/10.1145/1386352.1386388openalex-snapshot
Language modeling for bag-of-visual words image categorization
inferredcites →https://doi.org/10.1145/1414004.1414015openalex-snapshot
Comparative studies of the model evaluation criterions mmre and pred in software cost estimation research
inferredcites →https://doi.org/10.1145/1808920.1808933openalex-snapshot
Predicting the fix time of bugs
inferredcites →https://doi.org/10.1145/1858996.1859027openalex-snapshot
Text mining in supporting software systems risk assurance
inferredcites →https://doi.org/10.1145/1985441.1985472openalex-snapshot
Bug-fix time prediction models
inferredcites →https://doi.org/10.1145/1985793.1985795openalex-snapshot
A practical guide for using statistical tests to assess randomized algorithms in software engineering
inferredcites →https://doi.org/10.1145/2000791.2000794openalex-snapshot
Reducing the effort of bug report triage
inferredcites →https://doi.org/10.1145/2020390.2020401openalex-snapshot
Studying the fix-time for bugs in large open source projects
inferredcites →https://doi.org/10.1145/2133806.2133823openalex-snapshot
What agile teams think of agile principles
inferredcites →https://doi.org/10.1145/2351676.2351687openalex-snapshot
Duplicate bug report detection with a combination of information retrieval and topic modeling
inferredcites →https://doi.org/10.1145/2382577.2382579openalex-snapshot
Leakage in data mining
inferredcites →https://doi.org/10.1145/2480362.2480560openalex-snapshot
A model to detect problems on scrum-based software development projects
inferredcites →https://doi.org/10.1145/2597073.2597099openalex-snapshot
Characterizing and predicting blocking bugs in open source projects
inferredcites →https://doi.org/10.1145/2639490.2639503openalex-snapshot
Effort estimation in agile software development
inferredcites →https://doi.org/10.1145/2745802.2745813openalex-snapshot
Effort estimation in agile software development
inferredcites →https://doi.org/10.1145/2884781.2884830openalex-snapshot
Multi-objective software effort estimation
inferredcites →https://doi.org/10.1145/800174.809754openalex-snapshot
Computer-based readability indexes
inferredcites →https://doi.org/10.1214/aos/1013203451openalex-snapshot
Greedy function approximation: A gradient boosting machine.
inferredcites →https://doi.org/10.1371/journal.pone.0041882openalex-snapshot
A Comparison of MCC and CEN Error Measures in Multi-Class Prediction
inferredcites →https://doi.org/10.1613/jair.614openalex-snapshot
Popular Ensemble Methods: An Empirical Study
inferredcites →https://doi.org/10.2139/ssrn.2229735openalex-snapshot
Why Your IT Project May Be Riskier than You Think
inferredcites →https://doi.org/10.2307/1270020openalex-snapshot
Statistical Power Analysis for the Behavioral Sciences
inferredcites →https://doi.org/10.3844/jcssp.2011.387.393openalex-snapshot
A Novel Ensemble Method for Regression via Classification Problems
inferredcites →https://doi.org/10.48550/arxiv.2010.16061openalex-snapshot
Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation
inferredcites →https://doi.org/10.5555/2337223.2337273openalex-snapshot
Graph-based analysis and prediction for software evolution
inferredcites →https://doi.org/10.5555/2337223.2337363openalex-snapshot
Characterizing and predicting which bugs get reopened
inferredcites →https://doi.org/10.5555/2627435.2697065openalex-snapshot
Do we need hundreds of classifiers to solve real world classification problems

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

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