Theses
Theses
Brajczuk, Dale Allan (2011) Mining frequent sequences in one database scan using distributed computers. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [(x+1)+157=] 168 pages. ISBN 978-0-494-84516-5 [PQ]
Braun, Peter (2018) Transportation mode classification. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, viii+89 pages
Carmichael, Christopher Lee (2013) Visualization for frequent pattern mining. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [(viii+1)+113=] 122 pages. ISBN 978-0-494-95685-4 [PQ]
Deng, Deyu (2021) Dynamic pricing for predictive analytics in parking. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, viii+69 pages
Faisal, Fahim (2023) Privacy-preserving synthetic image data generation and classification. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada
Fung, Daryl Lerh Xing (2022) Deep learning for microbiome-based disease prediction and rheumatoid arthritis hand joint detection. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada
Hadipour, Hamid (2023) Deep learning-enhanced drug discovery: innovative molecule clustering and interaction prediction through graph analysis. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada
Han, Zhao (2016) Delivering scalable frequent pattern mining for non-expert data miners. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, ix+95 pages
Hao, Boyu (2010) Mining frequent itemsets from uncertain data: extensions to constrained mining and stream mining. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [x+131=] 141 pages. ISBN 978-0-494-70137-9 [PQ]
Hayduk, Yaroslav (2012) Mining frequent patterns from uncertain data with MapReduce. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [(viii+1)+84=] 93 pages. ISBN 978-0-494-95820-9 [PQ]
Hoi, Calvin Soen Him (2020) Visualization for frequent pattern mining. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, x+126 pages
Hoque, Tariqul (2007) A constraint based interactive frequent pattern mining algorithm for large databases. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [viii+] 64 pages. ISBN 978-0-494-26117-0 [PQ]
Hryhoruk, Connor (2023) Rare pattern mining from noisy data. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada
Islam, Saqib Al (2023) Early detection of diabetic foot ulceration from thermograms and rheumatoid arthritis joint and damage prediction using artificial intelligence. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada
Jiang, Fan (2012) Frequent pattern mining of uncertain data streams. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [(x+1)+87=] 98 pages. ISBN 978-0-494-92366-5 [PQ]
Jiang, Fan (2017) Efficient frequent pattern mining from big data and its applications. Ph.D. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, xiv+138 pages
Khan, Quamrul Islam (2006) Constraint-based frequent itemset mining from data streams. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [viii+] 102 pages. ISBN 978-0-494-22528-8 [PQ]
Li, Borui (2022) Understanding live chat streams and detecting spam messages with a case study on VTubers. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, viii+78 pages
Li, Zhan (2006) Exploring Boolean combinations of succinct constraints for frequent pattern mining. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [viii+] 84 pages. ISBN 978-0-494-22549-3 [PQ]
MacKinnon, Richard Kyle (2015) Seeing the forest for the trees: tree-based uncertain frequent pattern mining. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, xvii+289 pages
Mai, Jiaxing (2022) Scalable high-utility pattern mining from data streams. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, ix+113 pages
Mateo, Mark Anthony F. (2008) A multi-layer quality control tool for weather-driven agricultural decision support models. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [ix+] 89 pages. ISBN 978-0-494-50561-8 [PQ]
Pawliszak, Tomasz (2019) An operon-based data science approach for the inference of tRNA gene evolution. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, viii+93 pages
Pazdor, Adam G.M. (2019) Revolving drivers: data mining and discovering the causes of driver turnover. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, x+85 pages
Souza, Joglas do Nascimento (2021) Explainable artificial intelligence for human-friendly explanations to predictive analytics in big data. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, viii+82 pages
Wen, Qi (2022) Personalized privacy-preserving recommendation system. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, viii+75 pages
Wodi, Bryan H. (2022) A hybrid database solution to support transportation analytics with case studies on improving emergency medical service response times. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, viii+104 pages
Yu, Jialiang (2018) Fast and scalable MapReduce-based vertical mining. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, viii+83 pages
Zammit, Judah (2023) End-to-end trainable deep tensor completion algorithms with multimodal data fusion for anticancer drug synergy prediction. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada
Zhang, Hao (2016) Scalable vertical mining for big data analytics. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, ix+76 pages
Zhang, Haonan (2005) Parallel processing techniques for electronic commerce systems. M.Sc. Thesis, Department of Computer Science, The University of Manitoba, Winnipeg, MB, Canada, [x+] 112 [=102+10] pages. ISBN 978-0-494-22935-4 [PQ]