Статті в журналах з теми "SOFTWARE PREDICTION MODELS"
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Balogun, A. O., A. O. Bajeh, H. A. Mojeed, and A. G. Akintola. "Software defect prediction: A multi-criteria decision-making approach." Nigerian Journal of Technological Research 15, no. 1 (April 30, 2020): 35–42. http://dx.doi.org/10.4314/njtr.v15i1.7.
Повний текст джерелаMalhotra, Ruchika, and Juhi Jain. "Predicting Software Defects for Object-Oriented Software Using Search-based Techniques." International Journal of Software Engineering and Knowledge Engineering 31, no. 02 (February 2021): 193–215. http://dx.doi.org/10.1142/s0218194021500054.
Повний текст джерелаVandecruys, Olivier, David Martens, Bart Baesens, Christophe Mues, Manu De Backer, and Raf Haesen. "Mining software repositories for comprehensible software fault prediction models." Journal of Systems and Software 81, no. 5 (May 2008): 823–39. http://dx.doi.org/10.1016/j.jss.2007.07.034.
Повний текст джерелаZaim, Amirul, Johanna Ahmad, Noor Hidayah Zakaria, Goh Eg Su, and Hidra Amnur. "Software Defect Prediction Framework Using Hybrid Software Metric." JOIV : International Journal on Informatics Visualization 6, no. 4 (December 31, 2022): 921. http://dx.doi.org/10.30630/joiv.6.4.1258.
Повний текст джерелаKalouptsoglou, Ilias, Miltiadis Siavvas, Dionysios Kehagias, Alexandros Chatzigeorgiou, and Apostolos Ampatzoglou. "Examining the Capacity of Text Mining and Software Metrics in Vulnerability Prediction." Entropy 24, no. 5 (May 5, 2022): 651. http://dx.doi.org/10.3390/e24050651.
Повний текст джерелаShatnawi, Raed. "Software fault prediction using machine learning techniques with metric thresholds." International Journal of Knowledge-based and Intelligent Engineering Systems 25, no. 2 (July 26, 2021): 159–72. http://dx.doi.org/10.3233/kes-210061.
Повний текст джерелаEldho, K. J. "Impact of Unbalanced Classification on the Performance of Software Defect Prediction Models." Indian Journal of Science and Technology 15, no. 6 (February 15, 2022): 237–42. http://dx.doi.org/10.17485/ijst/v15i6.2193.
Повний текст джерелаKarunanithi, N., D. Whitley, and Y. K. Malaiya. "Prediction of software reliability using connectionist models." IEEE Transactions on Software Engineering 18, no. 7 (July 1992): 563–74. http://dx.doi.org/10.1109/32.148475.
Повний текст джерелаFenton, N. E., and M. Neil. "A critique of software defect prediction models." IEEE Transactions on Software Engineering 25, no. 5 (1999): 675–89. http://dx.doi.org/10.1109/32.815326.
Повний текст джерелаLawson, John S., Craig W. Wesselman, and Del T. Scott. "Simple Plots Improve Software Reliability Prediction Models." Quality Engineering 15, no. 3 (April 2003): 411–17. http://dx.doi.org/10.1081/qen-120018040.
Повний текст джерелаRadliński, Łukasz. "The Impact of Data Quality on Software Testing Effort Prediction." Electronics 12, no. 7 (March 31, 2023): 1656. http://dx.doi.org/10.3390/electronics12071656.
Повний текст джерелаGANESAN, K., TAGHI M. KHOSHGOFTAAR, and EDWARD B. ALLEN. "CASE-BASED SOFTWARE QUALITY PREDICTION." International Journal of Software Engineering and Knowledge Engineering 10, no. 02 (April 2000): 139–52. http://dx.doi.org/10.1142/s0218194000000092.
Повний текст джерелаAlsolai, Hadeel, and Marc Roper. "The Impact of Ensemble Techniques on Software Maintenance Change Prediction: An Empirical Study." Applied Sciences 12, no. 10 (May 22, 2022): 5234. http://dx.doi.org/10.3390/app12105234.
Повний текст джерелаYang, Xinli, Jingjing Liu, and Denghui Zhang. "A Comprehensive Taxonomy for Prediction Models in Software Engineering." Information 14, no. 2 (February 10, 2023): 111. http://dx.doi.org/10.3390/info14020111.
Повний текст джерелаCHALLAGULLA, VENKATA UDAYA B., FAROKH B. BASTANI, I.-LING YEN, and RAYMOND A. PAUL. "EMPIRICAL ASSESSMENT OF MACHINE LEARNING BASED SOFTWARE DEFECT PREDICTION TECHNIQUES." International Journal on Artificial Intelligence Tools 17, no. 02 (April 2008): 389–400. http://dx.doi.org/10.1142/s0218213008003947.
Повний текст джерелаJohn, Boby. "A Brief Review of Software Reliability Prediction Models." International Journal for Research in Applied Science and Engineering Technology V, no. IV (April 27, 2017): 990–97. http://dx.doi.org/10.22214/ijraset.2017.4180.
Повний текст джерелаSchneidewind, Norman. "Experience with Risk-Based Software Defect Prediction Models." Journal of Aerospace Computing, Information, and Communication 4, no. 1 (January 2007): 619–27. http://dx.doi.org/10.2514/1.26507.
Повний текст джерелаKoru, A. G., and Hongfang Liu. "Building Defect Prediction Models in Practice." IEEE Software 22, no. 6 (November 2005): 23–29. http://dx.doi.org/10.1109/ms.2005.149.
Повний текст джерелаJiang, Yue, Bojan Cukic, and Yan Ma. "Techniques for evaluating fault prediction models." Empirical Software Engineering 13, no. 5 (August 12, 2008): 561–95. http://dx.doi.org/10.1007/s10664-008-9079-3.
Повний текст джерелаMalhotra, Ruchika, and Juhi Jain. "Predicting defects in imbalanced data using resampling methods: an empirical investigation." PeerJ Computer Science 8 (April 29, 2022): e573. http://dx.doi.org/10.7717/peerj-cs.573.
Повний текст джерелаMa, Baojun, Huaping Zhang, Guoqing Chen, Yanping Zhao, and Bart Baesens. "Investigating Associative Classification for Software Fault Prediction: An Experimental Perspective." International Journal of Software Engineering and Knowledge Engineering 24, no. 01 (February 2014): 61–90. http://dx.doi.org/10.1142/s021819401450003x.
Повний текст джерелаMariño, Perfecto, Francisco Poza, Santiago Otero, and Fernando Machado. "Multidisciplinary Software Developments in a Power Transformers Scenario." Key Engineering Materials 293-294 (September 2005): 635–42. http://dx.doi.org/10.4028/www.scientific.net/kem.293-294.635.
Повний текст джерелаKumar, Ajay, and Kamaldeep Kaur. "SOM-FTS: A Hybrid Model for Software Reliability Prediction and MCDM-Based Evaluation." International Journal of Engineering and Technology Innovation 12, no. 4 (June 27, 2022): 308–21. http://dx.doi.org/10.46604/ijeti.2022.8546.
Повний текст джерелаCanaparo, Marco, and Elisabetta Ronchieri. "Data Mining Techniques for Software Quality Prediction in Open Source Software." EPJ Web of Conferences 214 (2019): 05007. http://dx.doi.org/10.1051/epjconf/201921405007.
Повний текст джерелаJIANG, YUE, BOJAN CUKIC, TIM MENZIES, and JIE LIN. "INCREMENTAL DEVELOPMENT OF FAULT PREDICTION MODELS." International Journal of Software Engineering and Knowledge Engineering 23, no. 10 (December 2013): 1399–425. http://dx.doi.org/10.1142/s0218194013500447.
Повний текст джерелаSCHNEIDEWIND, NORMAN. "SOFTWARE RISK ANALYSIS." International Journal of Reliability, Quality and Safety Engineering 16, no. 02 (April 2009): 117–36. http://dx.doi.org/10.1142/s0218539309003320.
Повний текст джерелаIslam, Mohammad Rubyet, and Peter Sandborn. "Demonstration of a Response Time Based Remaining Useful Life (RUL) Prediction for Software Systems." Journal of Prognostics and Health Management 3, no. 1 (February 25, 2023): 9–36. http://dx.doi.org/10.22215/jphm.v3i1.3641.
Повний текст джерелаGradišnik, Mitja, Tina Beranič, and Sašo Karakatič. "Impact of Historical Software Metric Changes in Predicting Future Maintainability Trends in Open-Source Software Development." Applied Sciences 10, no. 13 (July 3, 2020): 4624. http://dx.doi.org/10.3390/app10134624.
Повний текст джерелаTimonidis, Nestor, Rembrandt Bakker, and Paul Tiesinga. "Prediction of a Cell-Class-Specific Mouse Mesoconnectome Using Gene Expression Data." Neuroinformatics 18, no. 4 (May 24, 2020): 611–26. http://dx.doi.org/10.1007/s12021-020-09471-x.
Повний текст джерелаSiswantoro, Muhammad Zain Fawwaz Nuruddin, and Umi Laili Yuhana. "Software Defect Prediction Based on Optimized Machine Learning Models: A Comparative Study." Teknika 12, no. 2 (June 30, 2023): 166–72. http://dx.doi.org/10.34148/teknika.v12i2.634.
Повний текст джерелаZighed, Narimane, Nora Bounour, and Abdelhak-Djamel Seriai. "Comparative Analysis of Object-Oriented Software Maintainability Prediction Models." Foundations of Computing and Decision Sciences 43, no. 4 (December 1, 2018): 359–74. http://dx.doi.org/10.1515/fcds-2018-0018.
Повний текст джерелаDiwan, Sinan, and Abdul Syukor Mohamad. "Machine Learning Empowered Software Prediction System." Wasit Journal of Computer and Mathematics Science 1, no. 3 (October 1, 2022): 54–64. http://dx.doi.org/10.31185/wjcm.61.
Повний текст джерелаDesai, Bhoushika, and Roopesh Kevin Sungkur. "Software Quality Prediction Using Machine Learning." International Journal of Software Innovation 10, no. 1 (January 2022): 1–35. http://dx.doi.org/10.4018/ijsi.297997.
Повний текст джерелаHong, Euy-Seok. "Taxonomy Framework for Metric-based Software Quality Prediction Models." Journal of the Korea Contents Association 10, no. 6 (June 28, 2010): 134–43. http://dx.doi.org/10.5392/jkca.2010.10.6.134.
Повний текст джерелаMURAKAMI, Yukasa, Masateru TSUNODA, and Koji TODA. "Evaluation of Software Fault Prediction Models Considering Faultless Cases." IEICE Transactions on Information and Systems E103.D, no. 6 (June 1, 2020): 1319–27. http://dx.doi.org/10.1587/transinf.2019kbp0019.
Повний текст джерелаChamoli, Shilpee, Gil Tenne, and Sanjay Bhatia. "Analysing Software Metrics for Accurate Dynamic Defect Prediction Models." Indian Journal of Science and Technology 8, S4 (February 1, 2015): 96. http://dx.doi.org/10.17485/ijst/2015/v8is4/63111.
Повний текст джерелаSyeed, M. M. Mahbubul, Imed Hammouda, and Tarja Systä. "Prediction Models and Techniques for Open Source Software Projects." International Journal of Open Source Software and Processes 5, no. 2 (April 2014): 1–39. http://dx.doi.org/10.4018/ijossp.2014040101.
Повний текст джерелаMahesha, Pandit, and Gupta Deepali. "Performance of Genetic Programming-based Software Defect Prediction Models." International Journal of Performability Engineering 17, no. 9 (2021): 787. http://dx.doi.org/10.23940/ijpe.21.09.p5.787795.
Повний текст джерелаLaMotte, Lynn R., and Jeffrey D. Wells. "Inverse prediction for heteroscedastic response using mixed models software." Communications in Statistics - Simulation and Computation 46, no. 6 (January 25, 2017): 4490–98. http://dx.doi.org/10.1080/03610918.2015.1118508.
Повний текст джерелаMiyazaki, Y., A. Takanou, H. Nozaki, N. Nakagawa, and K. Okada. "Method to estimate parameter values in software prediction models." Information and Software Technology 33, no. 3 (April 1991): 239–43. http://dx.doi.org/10.1016/0950-5849(91)90139-3.
Повний текст джерелаLaMotte, Lynn R., and Jeffrey D. Wells. "Inverse prediction for multivariate mixed models with standard software." Statistical Papers 57, no. 4 (August 4, 2016): 929–38. http://dx.doi.org/10.1007/s00362-016-0815-2.
Повний текст джерелаBalogun, Abdullateef Oluwagbemiga, Shuib Basri, Said Jadid Abdulkadir, and Ahmad Sobri Hashim. "Performance Analysis of Feature Selection Methods in Software Defect Prediction: A Search Method Approach." Applied Sciences 9, no. 13 (July 9, 2019): 2764. http://dx.doi.org/10.3390/app9132764.
Повний текст джерелаMabayoje, Modinat Abolore, Abdullateef Olwagbemiga Balogun, Hajarah Afor Jibril, Jelili Olaniyi Atoyebi, Hammed Adeleye Mojeed, and Victor Elijah Adeyemo. "Parameter tuning in KNN for software defect prediction: an empirical analysis." Jurnal Teknologi dan Sistem Komputer 7, no. 4 (August 10, 2019): 121–26. http://dx.doi.org/10.14710/jtsiskom.7.4.2019.121-126.
Повний текст джерелаGoyal, Somya, and Pradeep Kumar Bhatia. "Comparison of Machine Learning Techniques for Software Quality Prediction." International Journal of Knowledge and Systems Science 11, no. 2 (April 2020): 20–40. http://dx.doi.org/10.4018/ijkss.2020040102.
Повний текст джерелаYanjun Li, Yanjun Li, Huan Huang Yanjun Li, Qiang Geng Huan Huang, Xinwei Guo Qiang Geng, and Yuyu Yuan Xinwei Guo. "Fairness Measures of Machine Learning Models in Judicial Penalty Prediction." 網際網路技術學刊 23, no. 5 (September 2022): 1109–16. http://dx.doi.org/10.53106/160792642022092305019.
Повний текст джерелаAli, Awad, Mohammed Bakri Bashir, Alzubair Hassan, Rafik Hamza, Samar M. Alqhtani, Tawfeeg Mohmmed Tawfeeg, and Adil Yousif. "Design-Time Reliability Prediction Model for Component-Based Software Systems." Sensors 22, no. 7 (April 6, 2022): 2812. http://dx.doi.org/10.3390/s22072812.
Повний текст джерелаAlmayyan, Waheeda. "Towards Predicting Software Defects with Clustering Techniques." International Journal of Artificial Intelligence & Applications 12, no. 1 (January 31, 2021): 39–54. http://dx.doi.org/10.5121/ijaia.2021.12103.
Повний текст джерелаYuan, Yuyu, Chenlong Li, and Jincui Yang. "An Improved Confounding Effect Model for Software Defect Prediction." Applied Sciences 13, no. 6 (March 8, 2023): 3459. http://dx.doi.org/10.3390/app13063459.
Повний текст джерелаKakkar, Misha, Sarika Jain, Abhay Bansal, and P. S. Grover. "Nonlinear Geometric Framework for Software Defect Prediction." International Journal of Decision Support System Technology 12, no. 3 (July 2020): 85–100. http://dx.doi.org/10.4018/ijdsst.2020070105.
Повний текст джерелаPan, Cong, Minyan Lu, and Biao Xu. "An Empirical Study on Software Defect Prediction Using CodeBERT Model." Applied Sciences 11, no. 11 (May 23, 2021): 4793. http://dx.doi.org/10.3390/app11114793.
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