{"id":47,"date":"2020-01-14T11:11:07","date_gmt":"2020-01-14T09:11:07","guid":{"rendered":"https:\/\/coursepages.uta.fi\/mttts11\/?page_id=47"},"modified":"2021-02-17T18:47:20","modified_gmt":"2021-02-17T16:47:20","slug":"previous-masters-theses-in-computational-big-data-analytics","status":"publish","type":"page","link":"https:\/\/coursepages2.tuni.fi\/mttts11\/previous-masters-theses-in-computational-big-data-analytics\/","title":{"rendered":"Previous master&#8217;s theses in computational big data analytics"},"content":{"rendered":"<p>Below are links to a  subset of previous master&#8217;s theses in Tampere University&#8217;s international master&#8217;s programme in Computational Big Data Analytics. For additional relevant theses, search Tampere University&#8217;s <a href=\"https:\/\/trepo.tuni.fi\/\">TREPO publication archive<\/a>.<\/p>\n<ul>\n<li>Jin Gong. <b>White Matter Hyperintensity and Multi-region Brain MRI Segmentation Using Convolutional Neural Network<\/b>. Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/121034\">Open access publication<\/a>.\n<p><\/p>\n<li>Janni Juntunen. <b>New Statistical Tools For Modeling Children&#8217;s Body Mass Index<\/b>. Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/122739\">Open access publication<\/a>.\n<p><\/p>\n<li>Amna Khan. <b>Comparison of machine learning approaches for classification of invoices<\/b>. Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/120493\">Open access publication<\/a>.\n<p><\/p>\n<li>Jenni Laukkanen. <b>Data Vault 2.0 Automation Solutions for Commercial Use<\/b>. Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/123026\">Open access publication<\/a>.\n<p><\/p>\n<li>Aatu H&auml;rk&ouml;nen. <b>Detecting the hydrodynamic pressure signal of a ship using adaptive filtering<\/b>. Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/120537\">Link to publication<\/a>.\n<p><\/p>\n<li>Joonas Toimela. <b>Spatio-Temporal Prediction for Mobile Network Quality Analysis<\/b>. Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/123621\">Open access publication<\/a>.\n<p><\/p>\n<li>Irfan Aziz. <b>Deep Learning: An Overview of Convolutional Neural Network(CNN)<\/b> Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/121936\">Open access publication<\/a>.\n<p><\/p>\n<li>Mika Mahosenaho. <b>Bayesian switching model for forecasting GDP growth rates<\/b>. Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/122606\">Open access publication<\/a>.\n<p><\/p>\n<li>Waleed Imtiaz. <b>Fairness in Variational Autoencoders Recommenders<\/b>. Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/121479\">Open access publication<\/a>.\n<p><\/p>\n<li>Jimi Laakso. <b>Customer Move Prediction In Electricity Sales Using Deep Learning Neural Networks<\/b>. Master&#8217;s thesis, Tampere University, 2020. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/122555\">Link to publication<\/a>.\n<p><\/p>\n<li>Lauri Nevasalmi. <b>Forecasting multinomial stock returns using machine learning methods<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/116090\">Open access publication<\/a>.\n<p><\/p>\n<li>Syed Mustufain Abbas Rizvi. <b>Attribution modelling of online advertising<\/b> Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/115941\">Open access publication<\/a>.\n<p><\/p>\n<li>Ilona V&auml;nni. <b>Poikkeavien havaintojen tunnistus koneoppimismenetelmin<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/118676\">Open access publication<\/a>.\n<li>Hussain Syed. <b>Combining Association Rule Mining and Clustering<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/117811\">Open access publication<\/a>.\n<p><\/p>\n<li>Yasir Hussain. <b>Predicting customer satisfaction with product reviews: A comparitive study of some machine learning approaches<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/118686\">Open access publication<\/a>.\n<p><\/p>\n<li>Omer Shafiq. <b>Anomaly Detection In Blockchain<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/118552\">Open access publication<\/a>.\n<p><\/p>\n<li>Heng Gui, Jr. <b>Stock Prediction Based on Social Media Data via Sentiment Analysis: a Study on Reddit<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/118242\">Open access publication<\/a>.\n<p><\/p>\n<li>Feranmi Akanni. <b>Application of Machine Learning Methods on Predictive Maintenance<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/118871\">Open access publication<\/a>.\n<p><\/p>\n<li>Juho Luoma. <b>Finite mixture models in comparison to k-means clustering in both simulated and real world data<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/116184\">Open access publication<\/a>.\n<p><\/p>\n<li>Bruno Rubio. <b>Analyzing cryptocurrency groups using topic modeling on Twitter posts<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/116193\">Open access publication<\/a>.\n<p><\/p>\n<li>Ilona V&auml;nni. <b>Poikkeavien havaintojen tunnistus koneoppimismenetelmin<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/118676\">Open access publication<\/a>.\n<p><\/p>\n<li>Lauri Nevasalmi. <b>Forecasting multinomial stock returns using machine learning methods<\/b>. Master&#8217;s thesis, Tampere University, 2019. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/116090\">Open access publication<\/a>.\n<p><\/p>\n<li>Pauli Peltokangas. <b>Asiakastyytyv&auml;isyystasojen automatisoitu ennustaminen<\/b>. Master&#8217;s thesis, University of Tampere, 2018. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/104748\">Open access publication<\/a>.\n<p><\/p>\n<li>Chien Lu. <b>An Improved Nearest Neighbor Based Entropy Estimator with Local Ellipsoid Correction and its Application to Evaluation of MCMC Posterior Samples<\/b>. Master&#8217;s thesis, University of Tampere, 2018. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/104066\">Open access publication<\/a>.\n<p><\/p>\n<li>Ali El Adi. <b>Deep neural networks to forecast cardiac and respiratory deterioration of intensive care patients<\/b>. Master&#8217;s thesis, University of Tampere, 2018. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/104957\">Open access publication<\/a>.\n<p><\/p>\n<li>Ananda Manoj Kumara Poonem Kristhombuge. <b>Performance analysis : a case study on network management system using machine learning<\/b>. Master&#8217;s thesis, University of Tampere, 2018. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/104011\">Open access publication<\/a>.\n<p><\/p>\n<li>Hatem Bouabana. <b>Predicting Deterioration of Patients in the Intensive Care Unit<\/b>. Master&#8217;s thesis, University of Tampere, 2018. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/103811\">Open access publication<\/a>.\n<p><\/p>\n<li>Mikko Korhonen. <b>Katoanalyysi nuorten terveystutkimuksessa<\/b>. Master&#8217;s thesis, University of Tampere, 2017. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/101704\">Open access publication<\/a>.\n<p><\/p>\n<li>Bolarinwa Akindaini. <b>Machine learning applications in mortgage default prediction<\/b>. Master&#8217;s thesis, University of Tampere, 2017. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/102533\">Open access publication<\/a>.\n<p><\/p>\n<li>Elina Tuominen. <b>Satunnaisvaikutuksia sis\u00e4lt&auml;v&auml;t regressiosplinisovitteet pitkitt&auml;isaineistolle<\/b>. Master&#8217;s thesis, University of Tampere, 2017. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/101848\">Open access publication<\/a>.\n<p><\/p>\n<li>Julius Kallio. <b>Support Vector Machine and Deep Learning in Medical Applications<\/b>. Master&#8217;s thesis, University of Tampere, 2017. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/101911\">Open access publication<\/a>.\n<p><\/p>\n<li>Niina Matikainen. <b>Auton arvon aleneminen i\u00e4n ja k\u00e4yt\u00f6n my\u00f6t\u00e4<\/b>. Master&#8217;s thesis, University of Tampere, 2017. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/101700\">Open access publication<\/a>.\n<p><\/p>\n<li>Essi Syrj&auml;l&auml;. <b>Lasten painoindeksien mallinnus ja painoindeksin k&auml;&auml;nnepisteen ajankohtaan yhteydess&auml; olevien tekij&ouml;iden tutkiminen<\/b>. Master&#8217;s thesis, University of Tampere, 2016. <a href=\"https:\/\/trepo.tuni.fi\/handle\/10024\/99280\">Open access publication<\/a>. (Thesis in statistics, relevant to CBDA programme)\n<p>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Below are links to a subset of previous master&#8217;s theses in Tampere University&#8217;s international master&#8217;s programme in Computational Big Data Analytics. For additional relevant theses, search Tampere University&#8217;s TREPO publication archive. Jin Gong. White Matter Hyperintensity and Multi-region Brain MRI Segmentation Using Convolutional Neural Network. Master&#8217;s thesis, Tampere University, 2020. Open access publication. Janni Juntunen. &hellip; <a href=\"https:\/\/coursepages2.tuni.fi\/mttts11\/previous-masters-theses-in-computational-big-data-analytics\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Previous master&#8217;s theses in computational big data analytics<\/span><\/a><\/p>\n","protected":false},"author":16,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-47","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/coursepages2.tuni.fi\/mttts11\/wp-json\/wp\/v2\/pages\/47","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coursepages2.tuni.fi\/mttts11\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/coursepages2.tuni.fi\/mttts11\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/coursepages2.tuni.fi\/mttts11\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/coursepages2.tuni.fi\/mttts11\/wp-json\/wp\/v2\/comments?post=47"}],"version-history":[{"count":29,"href":"https:\/\/coursepages2.tuni.fi\/mttts11\/wp-json\/wp\/v2\/pages\/47\/revisions"}],"predecessor-version":[{"id":109,"href":"https:\/\/coursepages2.tuni.fi\/mttts11\/wp-json\/wp\/v2\/pages\/47\/revisions\/109"}],"wp:attachment":[{"href":"https:\/\/coursepages2.tuni.fi\/mttts11\/wp-json\/wp\/v2\/media?parent=47"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}