{"id":323,"date":"2025-07-04T13:22:47","date_gmt":"2025-07-04T17:22:47","guid":{"rendered":"https:\/\/carleton.ca\/ravensoft\/?page_id=323"},"modified":"2025-08-06T14:23:27","modified_gmt":"2025-08-06T18:23:27","slug":"applications-of-ai-ml-to-software-engineering","status":"publish","type":"page","link":"https:\/\/carleton.ca\/ravensoft\/research\/applications-of-ai-ml-to-software-engineering\/","title":{"rendered":"Applications of AI\/ML to Software Engineering"},"content":{"rendered":"\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 100%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h1 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] pb-5 after:w-10 text-cu-black-700 not-prose\">\n                        Applications of AI\/ML to Software Engineering\n                    <\/h1>\n                \n                                \n                            <\/header>\n\n                    <\/div>\n\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ahmadreza Saboor Yaraghi, Darren Holden, Nafiseh Kahani, and Lionel Briand. <a href=\"https:\/\/www.computer.org\/csdl\/journal\/ts\/2025\/04\/10883022\/24fKrRT1Kbm\">Automated Test Case Repair Using Language Models<\/a>. IEEE Transactions on Software Engineering (TSE), 2025.<\/li>\n\n\n\n<li>Fatemeh Mirshafiee, Nafiseh Kahani. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/11051224\">Detecting Gender Bias to Enhance Inclusivity in Software Engineering Education.<\/a> 6th Workshop on Gender Equality, Diversity, and Inclusion in Software Engineering (GE@ICSE), 2025.<\/li>\n\n\n\n<li>Ali Mohammadi Esfahani, Nafiseh Kahani and Samuel A. Ajila. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10837857\">Understanding Defects in Generated Codes by Language Models<\/a>. 34th International Conference on Collaborative Advances in Software and COmputiNg (CASCON). 2024.<\/li>\n\n\n\n<li>Arvin Samiei, Nafiseh Kahani, Mohammadreza Dehghanitafti and Mojtaba Ahmadi. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10838116\">Worst Case Execution Time Analysis of Real-Time Robotic Algorithms using Reinforcement Learning<\/a>.&nbsp;34th International Conference on Collaborative Advances in Software and COmputiNg (CASCON). 2024.<\/li>\n\n\n\n<li>Chibuike Ejikeme, Nafiseh Kahani and Samuel Ajila. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10837833\">Optimizing Distributed Denial of Service (DDoS) Detection with Time Series Transformers<\/a>.&nbsp;34th International Conference on Collaborative Advances in Software and COmputiNg (CASCON). 2024.<\/li>\n\n\n\n<li>Rinkesh Joshi and Nafiseh Kahani. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10589896\">Comparative Study of Reinforcement Learning in&nbsp;GitHub Pull Request Outcome Predictions<\/a>.<em>&nbsp;IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)<\/em>. 2024.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":5,"featured_media":332,"parent":53,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_cu_dining_location_slug":"","footnotes":"","_links_to":"","_links_to_target":""},"cu_page_type":[34],"class_list":["post-323","page","type-page","status-publish","has-post-thumbnail","hentry","cu_page_type-research-area"],"acf":{"cu_post_thumbnail":""},"_links":{"self":[{"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/pages\/323","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/comments?post=323"}],"version-history":[{"count":3,"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/pages\/323\/revisions"}],"predecessor-version":[{"id":395,"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/pages\/323\/revisions\/395"}],"up":[{"embeddable":true,"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/pages\/53"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/media\/332"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/media?parent=323"}],"wp:term":[{"taxonomy":"cu_page_type","embeddable":true,"href":"https:\/\/carleton.ca\/ravensoft\/wp-json\/wp\/v2\/cu_page_type?post=323"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}