{"id":210,"date":"2013-08-12T12:33:00","date_gmt":"2013-08-12T12:33:00","guid":{"rendered":"http:\/\/jmlda.org\/?p=210"},"modified":"2024-02-17T18:33:54","modified_gmt":"2024-02-17T18:33:54","slug":"call-for-papers-machine-learning-journal-special-issue-on-data-analysis-and-intelligent-optimization-with-applications","status":"publish","type":"post","link":"https:\/\/m1p.org\/jmlda\/archives\/210","title":{"rendered":"Call for Papers: Machine Learning journal Special Issue on  \u201cData Analysis and Intelligent Optimization with Applications\u201d"},"content":{"rendered":"<p>Machine Learning Journal (Springer) invites submissions to a special issue on \u201cData Analysis and Intelligent Optimization with Applications\u201d. The aim of this special issue is to bring together researchers working in different areas \u00a0elated\u00a0to analytics and\/or intelligent optimization. The special issue includes both the theory and the\u00a0practice of Data Analysis and Intelligent Optimization. Papers devoted to statistical as well as\u00a0heuristic methods of Machine Learning are welcome. This special issue welcomes papers\u00a0devoted to optimization problems in Data Analysis and Machine Learning. A non-exhaustive list of topics of interest is given below.<\/p>\n<h2>Methods<\/h2>\n<ul>\n<li><span style=\"font-size: 16px;\">Intelligent Optimization,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Model Selection and Model Complexity,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Predictive Modeling and Optimization,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Computational Complexity and Optimization,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Pattern Recognition and Classification,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Regression and Forecasting,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Models of Data and Measurements,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Feature Selection,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Soft Computing,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Learning Theory,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Treatment of Imbalanced Data Sets,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">All kinds of data analysis models (e.g. Support Vector Machines, Neural Networks,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Bayesian Networks, Rule Induction and Ensemble Learning).<\/span><\/li>\n<\/ul>\n<h2>Applications<\/h2>\n<ul>\n<li><span style=\"font-size: 16px;\">Business applications,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Health care applications,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Security related applications,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Applications in logistics,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Computer Vision,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Speech Recognition,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Information Technologies,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Economics and Sociology,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Finance and Risk Analysis, <\/span><\/li>\n<li><span style=\"font-size: 16px;\">Text Mining, Web Mining, and Information Retrieval,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Bioinformatics and Chemistry,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Medicine and Biology,<\/span><\/li>\n<li><span style=\"font-size: 16px;\">Earth Science.<\/span><\/li>\n<\/ul>\n<p>The journal publishes carefully refereed papers that deal with all theoretical, computational, and applied aspects. Of special note, readers will find thoughtful examinations of problems arising from applications.<\/p>\n<h2>Important Dates<\/h2>\n<p>Submission deadline of full papers: December 31st, 2013.However, we encourage early submission and will start the review process as soon as we receive a manuscript.<\/p>\n<p>For more information visit <a href=\"http:\/\/www.springer.com\/computer\/ai\/journal\/10994\">MLJ website<\/a>.<\/p>\n<p><a href=\"https:\/\/m1p.org\/jmlda\/papers\/doc\/MLJ\/authors_guide.pdf\">Author's guide (Preparing of a Tex Submission for Editorial Manager).<\/a><\/p>\n<p><a href=\"https:\/\/m1p.org\/jmlda\/papers\/doc\/MLJ\/\">Article template and other utils.<\/a><\/p>\n<p><em>In case of any question, please contact by e-mail one of the following guest editors:<\/em> S\u00fcreyyaOzogur-Aky\u00fcz Department of Mathematics and Computer Science Bahcesehir University Istanbul, Turkey e-mail: sureyya.akyuz@bahcesehir.edu.tr VadimStrijov Computing Center of the Russian Academy of Sciences Moscow, Russia e-mail: strijov@ccas.ru Gerhard-Wilhelm Weber Institute of Applied Mathematics Middle East Technical University Ankara, Turkey e-mail: gweber@metu.edu.tr Richard Weber Department of Industrial Engineering Universidad de Chile Santiago, Chile rweber@dii.uchile.cl<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine Learning Journal (Springer) invites submissions to a special issue on \u201cData Analysis and Intelligent Optimization with Applications\u201d. The aim of this special issue is to bring together researchers working in different areas \u00a0elated\u00a0to analytics and\/or intelligent optimization. The special &hellip; <a href=\"https:\/\/m1p.org\/jmlda\/archives\/210\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"_links":{"self":[{"href":"https:\/\/m1p.org\/jmlda\/wp-json\/wp\/v2\/posts\/210"}],"collection":[{"href":"https:\/\/m1p.org\/jmlda\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/m1p.org\/jmlda\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/m1p.org\/jmlda\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/m1p.org\/jmlda\/wp-json\/wp\/v2\/comments?post=210"}],"version-history":[{"count":0,"href":"https:\/\/m1p.org\/jmlda\/wp-json\/wp\/v2\/posts\/210\/revisions"}],"wp:attachment":[{"href":"https:\/\/m1p.org\/jmlda\/wp-json\/wp\/v2\/media?parent=210"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/m1p.org\/jmlda\/wp-json\/wp\/v2\/categories?post=210"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/m1p.org\/jmlda\/wp-json\/wp\/v2\/tags?post=210"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}