Search results for "fault prediction"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Yue Jiang, Bojan Cukic, Yan Ma	Techniques for evaluating fault prediction models.	Empirical Software Engineering	2008	DBLP DOI BibTeX RDF	Fault-prediction models, Predictive models in software engineering, Empirical studies, Model evaluation
3	Cagatay Catal, Banu Diri	A Fault Prediction Model with Limited Fault Data to Improve Test Process.	PROFES	2008	DBLP DOI BibTeX RDF	YATSI, AIRS, artificial immune systems, Semi-supervised learning, software fault prediction
3	Cagatay Catal, Banu Diri	A Conceptual Framework to Integrate Fault Prediction Sub-Process for Software Product Lines.	TASE	2008	DBLP DOI BibTeX RDF	Software product lines, domain engineering, application engineering, software fault prediction
3	Taghi M. Khoshgoftaar, Naeem Seliya	Fault Prediction Modeling for Software Quality Estimation: Comparing Commonly Used Techniques.	Empirical Software Engineering	2003	DBLP DOI BibTeX RDF	neural networks, software metrics, case-based reasoning, CART, fault prediction, multiple linear regression, Software quality prediction, S-PLUS
3	Taghi M. Khoshgoftaar, Naeem Seliya	Tree-Based Software Quality Estimation Models For Fault Prediction.	IEEE METRICS	2002	DBLP DOI BibTeX RDF	least absolute deviation, least squares, cart, regression trees, software fault prediction, s-plus
3	Chrissanthi Angeli, Avraam Chatzinikolaou	Fault Prediction and Compensation Functions in a Diagnostic Knowledge-Based System for Hydraulic Systems.	Journal of Intelligent and Robotic Systems	1999	DBLP DOI BibTeX RDF	on-line expert systems, fault compensation, hydraulic systems, model-based diagnosis, fault prediction
2	Tracy Hall, Sarah Beecham, David Bowes, David Gray, Steve Counsell	Developing Fault-Prediction Models: What the Research Can Show Industry.	IEEE Software	2011	DBLP DOI BibTeX RDF	fault-prediction models
2	Cagatay Catal, Ugur Sevim, Banu Diri	Clustering and Metrics Thresholds Based Software Fault Prediction of Unlabeled Program Modules.	ITNG	2009	DBLP DOI BibTeX RDF	unlabeled program modules, metrics thresholds, clustering, unsupervised learning, software fault prediction
2	Yunhong Gao, Yibo Li	Fault Prediction Model Based on Phase Space Reconstruction and Least Squares Support Vector Machines.	HIS	2009	DBLP DOI BibTeX RDF	fault prediction model, gyroscope drift, least squares support vector machines, phase space reconstruction
2	Yue Jiang, Jie Lin, Bojan Cukic, Tim Menzies	Variance Analysis in Software Fault Prediction Models.	ISSRE	2009	DBLP DOI BibTeX RDF	fault prediction models, machine learning, variance
2	Igor Santos, Javier Nieves, Yoseba K. Penya, Pablo Garcia Bringas	Optimising Machine-Learning-Based Fault Prediction in Foundry Production.	IWANN	2009	DBLP DOI BibTeX RDF	data mining, Machine learning, fault prediction
2	Yonghee Shin, Robert M. Bell, Thomas J. Ostrand, Elaine J. Weyuker	Does calling structure information improve the accuracy of fault prediction?	MSR	2009	DBLP DOI BibTeX RDF
2	Bindu Goel, Yogesh Singh	Empirical Investigation of Metrics for Fault Prediction on Object-Oriented Software.	Computer and Information Science	2008	DBLP DOI BibTeX RDF	fault prone classes, OO metrics, software engineering, prediction models, logistic regression, linear regression
2	Yue Jiang, Bojan Cukic, Tim Menzies	Cost Curve Evaluation of Fault Prediction Models.	ISSRE	2008	DBLP DOI BibTeX RDF
2	Lucas Layman, Gunnar Kudrjavets, Nachiappan Nagappan	Iterative identification of fault-prone binaries using in-process metrics.	ESEM	2008	DBLP DOI BibTeX RDF	code churn, regression, statistical models, fault prediction
2	Kehan Gao, Taghi M. Khoshgoftaar	A Comprehensive Empirical Study of Count Models for Software Fault Prediction.	IEEE Transactions on Reliability	2007	DBLP DOI BibTeX RDF
2	Zhan Li, Marek Reformat	A practical method for the software fault-prediction.	IRI	2007	DBLP DOI BibTeX RDF
2	Cagatay Catal, Banu Diri, Bulent Ozumut	An Artificial Immune System Approach for Fault Prediction in Object-Oriented Software.	DepCoS-RELCOMEX	2007	DBLP DOI BibTeX RDF
2	Cagatay Catal, Banu Diri	Software Fault Prediction with Object-Oriented Metrics Based Artificial Immune Recognition System.	PROFES	2007	DBLP DOI BibTeX RDF
2	Thomas J. Ostrand, Elaine J. Weyuker	How to measure success of fault prediction models.	SOQUA	2007	DBLP DOI BibTeX RDF
2	Rubing Duan, Radu Prodan, Thomas Fahringer	Data Mining-based Fault Prediction and Detection on the Grid.	HPDC	2006	DBLP DOI BibTeX RDF	resource-workflow-based information, grid based data mining, fault tolerance requirement, fault detection, fault prediction
2	Piotr Tomaszewski, Jim Håkansson, Lars Lundberg, Håkan Grahn	The Accuracy of Fault Prediction in Modified Code - Statistical Model vs. Expert Estimation.	ECBS	2006	DBLP DOI BibTeX RDF
2	Okuthe P. Kogeda, Johnson I. Agbinya, Christian W. Omlin	A Probabilistic Approach To Faults Prediction in Cellular Networks.	ICN/ICONS/MCL	2006	DBLP DOI BibTeX RDF	Probabilisticmodels, services and simulation, Bayesian network, Cellular networks, causality, fault management, conditional probability, Fault Prediction
2	Matej Mertik, Mitja Lenic, Gregor Stiglic, Peter Kokol	Estimating Software Quality with Advanced Data Mining Techniques.	ICSEA	2006	DBLP DOI BibTeX RDF	Multimethod data mining, Software fault prediction models, Software quality, Supervised learning
2	Taghi M. Khoshgoftaar, Naeem Seliya, Nandini Sundaresh	An empirical study of predicting software faults with case-based reasoning.	Software Quality Journal	2006	DBLP DOI BibTeX RDF	Solution algorithm, Software quality, Software metrics, Case-based reasoning, Similarity functions, Software fault prediction
2	Peter G. Bishop, Robin E. Bloomfield	Worst Case Reliability Prediction Based on a Prior Estimate of Residual Defects.	ISSRE	2002	DBLP DOI BibTeX RDF	worst case reliability bound, residual fault prediction, reliability prediction, reliability testing
2	Juan A. Prieto, Adoración Rueda, Ian A. Grout, Eduardo J. Peralías, José L. Huertas, Andrew M. D. Richardson	An Approach to Realistic Fault Prediction and Layout Design for Testability in Analog Circuits.	DATE	1998	DBLP DOI BibTeX RDF
1	Partha S. Bishnu, Vandana Bhattacherjee	Software Fault Prediction Using Quad Tree-Based K-Means Clustering Algorithm.	IEEE Trans. Knowl. Data Eng.	2012	DBLP DOI BibTeX RDF
1	Yonghee Shin, Robert M. Bell, Thomas J. Ostrand, Elaine J. Weyuker	On the use of calling structure information to improve fault prediction.	Empirical Software Engineering	2012	DBLP DOI BibTeX RDF
1	Jehad Al-Dallal	The impact of accounting for special methods in the measurement of object-oriented class cohesion on refactoring and fault prediction activities.	Journal of Systems and Software	2012	DBLP DOI BibTeX RDF
1	Ahmad Alzghoul, Magnus Löfstrand, Björn Backe	Data stream forecasting for system fault prediction.	Computers & Industrial Engineering	2012	DBLP DOI BibTeX RDF
1	Jehad Al-Dallal	Fault prediction and the discriminative powers of connectivity-based object-oriented class cohesion metrics.	Information & Software Technology	2012	DBLP DOI BibTeX RDF
1	Gerrit Hanselmann	On the principle of heterogeneous redundancy based Bayesian approach to integrate static and dynamic fault prediction models.		2011	RDF
1	Cagatay Catal, Ugur Sevim, Banu Diri	Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Cagatay Catal	Software fault prediction: A literature review and current trends.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Xiao-Sheng Si, Chang-Hua Hu, Jian-Bo Yang, Qi Zhang	On the dynamic evidential reasoning algorithm for fault prediction.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Michael Jong Kim, Rui Jiang, Viliam Makis, Chi-Guhn Lee	Optimal Bayesian fault prediction scheme for a partially observable system subject to random failure.	European Journal of Operational Research	2011	DBLP DOI BibTeX RDF
1	Mahmoud O. Elish, Ali H. Al-Yafei, Muhammed Al-Mulhem	Empirical comparison of three metrics suites for fault prediction in packages of object-oriented systems: A case study of Eclipse.	Advances in Engineering Software	2011	DBLP DOI BibTeX RDF
1	Ruchika Malhotra, Ankita Jain	Software fault prediction for object oriented systems: a literature review.	ACM SIGSOFT Software Engineering Notes	2011	DBLP DOI BibTeX RDF
1	Partha S. Bishnu, Vandana Bhattacherjee	Application of K-Medoids with Kd-Tree for software fault prediction.	ACM SIGSOFT Software Engineering Notes	2011	DBLP DOI BibTeX RDF
1	Puneet Mittal, Satwinder Singh, K. S. Kahlon	Identification of Error Prone Classes for Fault Prediction Using Object Oriented Metrics.	ACC	2011	DBLP DOI BibTeX RDF
1	Robert M. Bell, Thomas J. Ostrand, Elaine J. Weyuker	Does measuring code change improve fault prediction?	PROMISE	2011	DBLP DOI BibTeX RDF
1	Huihua Lu, Bojan Cukic, Mark Culp	An iterative semi-supervised approach to software fault prediction.	PROMISE	2011	DBLP DOI BibTeX RDF
1	Bharavi Mishra, K. K. Shukla	Support Vector Machine Based Fuzzy Classification Model for Software Fault Prediction.	IICAI	2011	DBLP BibTeX RDF
1	Mohammed Shatnawi, Matei Ripeanu	Failure Avoidance through Fault Prediction Based on Synthetic Transactions.	CCGRID	2011	DBLP DOI BibTeX RDF
1	Qian Yin, Ruiyi Luo, Ping Guo	Software Fault Prediction Framework Based on aiNet Algorithm.	CIS	2011	DBLP DOI BibTeX RDF
1	Syed Nadeem Ahsan, Franz Wotawa	Fault Prediction Capability of Program File's Logical-Coupling Metrics.	IWSM/Mensura	2011	DBLP DOI BibTeX RDF
1	Yasutaka Kamei, Hiroki Sato, Akito Monden, Shinji Kawaguchi, Hidetake Uwano, Masataka Nagura, Ken-ichi Matsumoto, Naoyasu Ubayashi	An Empirical Study of Fault Prediction with Code Clone Metrics.	IWSM/Mensura	2011	DBLP DOI BibTeX RDF
1	Emad Shihab, Audris Mockus, Yasutaka Kamei, Bram Adams, Ahmed E. Hassan	High-impact defects: a study of breakage and surprise defects.	SIGSOFT FSE	2011	DBLP DOI BibTeX RDF
1	Elaine J. Weyuker, Thomas J. Ostrand, Robert M. Bell	Comparing the effectiveness of several modeling methods for fault prediction.	Empirical Software Engineering	2010	DBLP DOI BibTeX RDF
1	Xiao-Sheng Si, Changhua Hu, Zhijie Zhou	Fault prediction model based on evidential reasoning approach.	SCIENCE CHINA Information Sciences	2010	DBLP DOI BibTeX RDF
1	Erik Arisholm, Lionel C. Briand, Eivind B. Johannessen	A systematic and comprehensive investigation of methods to build and evaluate fault prediction models.	Journal of Systems and Software	2010	DBLP DOI BibTeX RDF
1	Andre B. de Carvalho, Aurora Pozo, Silvia Regina Vergilio	A symbolic fault-prediction model based on multiobjective particle swarm optimization.	Journal of Systems and Software	2010	DBLP DOI BibTeX RDF
1	Thomas J. Ostrand, Elaine J. Weyuker, Robert M. Bell	Programmer-based fault prediction.	PROMISE	2010	DBLP DOI BibTeX RDF
1	Shinsuke Matsumoto, Yasutaka Kamei, Akito Monden, Ken-ichi Matsumoto, Masahide Nakamura	An analysis of developer metrics for fault prediction.	PROMISE	2010	DBLP DOI BibTeX RDF
1	Thomas J. Ostrand, Elaine J. Weyuker	Software fault prediction tool.	ISSTA	2010	DBLP DOI BibTeX RDF	gui tool, negative binomial, prediction, fault, defect
1	Le Truong Giang, Dongwon Kang, Doo-Hwan Bae	Software Fault Prediction Models for Web Applications.	COMPSAC Workshops	2010	DBLP DOI BibTeX RDF
1	Ana Erika Camargo Cruz	Exploratory study of a UML metric for fault prediction.	ICSE	2010	DBLP DOI BibTeX RDF	CK metrics, fault-prone code, fault-proneness prediction, UML, logistic regression
1	Elaine J. Weyuker, Robert M. Bell, Thomas J. Ostrand	We're Finding Most of the Bugs, but What are We Missing?.	ICST	2010	DBLP DOI BibTeX RDF	ranking model, fault-percentile-average, fault prediction, classification model
1	Andre B. de Carvalho, Aurora Pozo, Silvia Regina Vergilio	A Non-ordered Rule Induction Algorithm through Multi-Objective Particle Swarm Optimization: Issues and Applications.	Multi-Objective Swarm Intelligent System	2010	DBLP DOI BibTeX RDF
1	Zhengguo Xu, Yindong Ji, Donghua Zhou	A New Real-Time Reliability Prediction Method for Dynamic Systems Based on On-Line Fault Prediction.	IEEE Transactions on Reliability	2009	DBLP DOI BibTeX RDF
1	Shumin Hou, Yourong Li	Short-term fault prediction based on support vector machines with parameter optimization by evolution strategy.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Cagatay Catal, Banu Diri	A systematic review of software fault prediction studies.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Cagatay Catal, Banu Diri	Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem.	Inf. Sci.	2009	DBLP DOI BibTeX RDF
1	David Binkley, Henry Feild, Dawn J. Lawrie, Maurizio Pighin	Increasing diversity: Natural language measures for software fault prediction.	Journal of Systems and Software	2009	DBLP DOI BibTeX RDF
1	Cagatay Catal, Banu Diri	Unlabelled extra data do not always mean extra performance for semi-supervised fault prediction.	Expert Systems	2009	DBLP DOI BibTeX RDF
1	Yue Jiang, Bojan Cukic	Misclassification cost-sensitive fault prediction models.	PROMISE	2009	DBLP DOI BibTeX RDF
1	Marie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, Jérôme Lacaille, Michel Verleysen	Fault Prediction in Aircraft Engines Using Self-Organizing Maps.	WSOM	2009	DBLP DOI BibTeX RDF	aircraft engine maintenance, self-organizing maps, fault detection, general linear models
1	Chengying Mao	Software faults prediction based on grey system theory.	ACM SIGSOFT Software Engineering Notes	2009	DBLP DOI BibTeX RDF	software maintenance, preciseness, fault prediction, grey system theory
1	Okuthe P. Kogeda, Simbarashe Nyika	Automating Cellular Network Faults Prediction Using Mobile Intelligent Agents.	NCM	2009	DBLP DOI BibTeX RDF	Mobile Intelligent Agents, Bayesian Networks, Cellular Networks, Fault Prediction
1	Yogesh Singh, Arvinder Kaur, Ruchika Malhotra	Prediction of Software Quality Model Using Gene Expression Programming.	PROFES	2009	DBLP DOI BibTeX RDF	Object-oriented, Metrics, Software Quality, Empirical validation, Gene expression programming, Fault prediction
1	ZhengGuo Xu, YinDong Ji, DongHua Zhou	Real-time reliability prediction for dynamic systems with both deteriorating and unreliable components.	Science in China Series F: Information Sciences	2009	DBLP DOI BibTeX RDF	failure prognostics, interacting multiple model, predictive maintenance, reliability, particle filtering, dynamic systems, fault prediction, exponential smoothing
1	Danhua Shao, Sarfraz Khurshid, Dewayne E. Perry	Semantic Impact and Faults in Source Code Changes: An Empirical Study.	Australian Software Engineering Conference	2009	DBLP DOI BibTeX RDF
1	Yixun Liu, Denys Poshyvanyk, Rudolf Ferenc, Tibor Gyimóthy, Nikos Chrisochoides	Modeling class cohesion as mixtures of latent topics.	ICSM	2009	DBLP DOI BibTeX RDF
1	Oral Alan, Cagatay Catal	An outlier detection algorithm based on object-oriented metrics thresholds.	ISCIS	2009	DBLP DOI BibTeX RDF
1	Chihoon Lee, Doohyung Lee, Jahwan Koo, Jin-Wook Chung	Proactive Fault Detection Schema for Enterprise Information System Using Statistical Process Control.	HCI	2009	DBLP DOI BibTeX RDF	Proactive Fault detection, EWMA, System management, Statistical Process Control, Early Detection
1	Andrian Marcus, Denys Poshyvanyk, Rudolf Ferenc	Using the Conceptual Cohesion of Classes for Fault Prediction in Object-Oriented Systems.	IEEE Trans. Software Eng.	2008	DBLP DOI BibTeX RDF	Code documentation, Document analysis, Maintainability, Restructuring, Document indexing, Metrics/Measurement, reverse engineering and reengineering, Quality analysis and evaluation
1	Xiaohua Wang, Mingzhe Rong, Juan Qiu, Dingxin Liu, Biao Su, Yi Wu	Research on Mechanical Fault Prediction Algorithm for Circuit Breaker Based on Sliding Time Window and ANN.	IEICE Transactions	2008	DBLP DOI BibTeX RDF
1	Olivier Vandecruys, David Martens, Bart Baesens, Christophe Mues, Manu De Backer, Raf Haesen	Mining software repositories for comprehensible software fault prediction models.	Journal of Systems and Software	2008	DBLP DOI BibTeX RDF
1	Deepali Gupta	Software Fault Prediction Based on Machine Learning Techniques Using Software Metrics.	JDIM	2008	DBLP BibTeX RDF
1	Zhijie Zhou, Changhua Hu, Hongdong Fan, Jin Li	Fault prediction of the nonlinear systems with uncertainty.	Simulation Modelling Practice and Theory	2008	DBLP DOI BibTeX RDF
1	Elaine J. Weyuker, Thomas J. Ostrand	What Can Fault Prediction Do for YOU?.	TAP	2008	DBLP DOI BibTeX RDF
1	Yonghee Shin, Laurie Williams	Is complexity really the enemy of software security?	QoP	2008	DBLP DOI BibTeX RDF	vulnerability prediction, reliability, software metrics, security metrics, software complexity, fault prediction
1	Michael Wedel, Uwe Jensen, Peter Göhner	Mining software code repositories and bug databases using survival analysis models.	ESEM	2008	DBLP DOI BibTeX RDF	early fault prediction, time-dependent fault occurrence
1	Thomas J. Ostrand, Elaine J. Weyuker	Progress in Automated Software Defect Prediction.	Haifa Verification Conference	2008	DBLP DOI BibTeX RDF	negative binomial model, automated tool, software fault prediction
1	Elaine J. Weyuker, Thomas J. Ostrand	Comparing methods to identify defect reports in a change management database.	DEFECTS	2008	DBLP DOI BibTeX RDF
1	Ping Guo, Xin Liu, Qian Yin	Methodology for Reliability Evaluation of N-Version Programming Software Fault Tolerance System.	CSSE	2008	DBLP DOI BibTeX RDF
1	Andre B. de Carvalho, Aurora Pozo, Silvia Regina Vergilio, Alexandre Lenz	Predicting Fault Proneness of Classes Trough a Multiobjective Particle Swarm Optimization Algorithm.	ICTAI	2008	DBLP DOI BibTeX RDF
1	Elaine J. Weyuker, Thomas J. Ostrand, Robert M. Bell	Do too many cooks spoil the broth? Using the number of developers to enhance defect prediction models.	Empirical Software Engineering	2008	DBLP DOI BibTeX RDF	Negative binomial model, Developer counts, Empirical study, Software faults
1	Piotr Tomaszewski, Jim Håkansson, Håkan Grahn, Lars Lundberg	Statistical models vs. expert estimation for fault prediction in modified code - an industrial case study.	Journal of Systems and Software	2007	DBLP DOI BibTeX RDF
1	S. Kanmani, V. Rhymend Uthariaraj, V. Sankaranarayanan, P. Thambidurai	Object-oriented software fault prediction using neural networks.	Information & Software Technology	2007	DBLP DOI BibTeX RDF
1	Thomas J. Ostrand, Elaine J. Weyuker	An industrial research program in software fault prediction.	Software Engineering (Workshops)	2007	DBLP BibTeX RDF
1	Satish Narayanasamy, Ayse Kivilcim Coskun, Brad Calder	Transient fault prediction based on anomalies in processor events.	DATE	2007	DBLP DOI BibTeX RDF
1	Yue Jiang, Bojan Cukic, Tim Menzies	Fault Prediction using Early Lifecycle Data.	ISSRE	2007	DBLP DOI BibTeX RDF
1	Vincent Almering, Michiel van Genuchten, Ger Cloudt, Peter J. M. Sonnemans	Using Software Reliability Growth Models in Practice.	IEEE Software	2007	DBLP DOI BibTeX RDF	estimation methods, modeling, software testing, software reliability, fault prediction
1	Piotr Tomaszewski, Lars Lundberg, Håkan Grahn	Improving Fault Detection in Modified Code - A Study from the Telecommunication Industry.	J. Comput. Sci. Technol.	2007	DBLP DOI BibTeX RDF	metrics, testing and debugging, fault prediction
1	Hanna Scott, Philip M. Johnson	Generalizing fault contents from a few classes.	ESEM	2007	DBLP DOI BibTeX RDF
1	Danhua Shao, Sarfraz Khurshid, Dewayne E. Perry	Evaluation of Semantic Interference Detection in Parallel Changes: an Exploratory Experiment.	ICSM	2007	DBLP DOI BibTeX RDF
1	Taghi M. Khoshgoftaar, Kehan Gao	Count Models for Software Quality Estimation.	IEEE Transactions on Reliability	2007	DBLP DOI BibTeX RDF
1	Elena Pérez-Miñana, Jean-Jacques Gras	Improving fault prediction using Bayesian networks for the development of embedded software applications.	Softw. Test., Verif. Reliab.	2006	DBLP DOI BibTeX RDF