Thomaz, Andrea Lockerd,
Social interaction will be key to enabling robots and machines in general to learn new tasks from ordinary people (not experts in robotics or machine learning). Everyday people who need to teach their...
complete descriptionhttp://dspace.mit.edu/handle/1721.1/36160
Jaakkola, Tommi S. (Tommi Sakari),
Principles, techniques, and algorithms in machine learning from the point of view of statistical inference; representation, generalization, and model selection; and methods such as linear/additive mod...
complete descriptionhttp://hdl.handle.net/1721.1/46320
Sharma, Oliver,
Worms are malicious programs that spread over the Internet without human intervention. Since worms generally spread faster than humans can respond, the only viable defence is to automate their detecti...
complete descriptionhttp://theses.gla.ac.uk/469/
Qahwaji, Rami S. R., Colak, Tufan, Al-Omari, M., Ipson, Stanley S.,
Machine-learning algorithms are applied to explore the relation between significant flares and their associated CMEs. The NGDC flares catalogue and the SOHO/LASCO CME catalogue are processed to associ...
complete descriptionhttp://hdl.handle.net/10454/4093
Shcherbina, Anna,
Short tandem repeat (STR) DNA profiles have multiple uses in forensic analysis, kinship identification, and human biometrics. However, as biotechnology progresses, there is a growing concern that STR ...
complete descriptionhttp://hdl.handle.net/1721.1/77020
Yogesh Singh, Pradeep Kumar Bhatia, Omprakash Sangwan,
This paper provides an extensive review of studies related to expert estimation of software development using Machine-Learning Techniques (MLT). Machine learning in this new era, is demonstrating the ...
complete descriptionhttp://www.cscjournals.org/csc/manuscript/Journals/IJCSS/Volume1/Issue1/IJCSS-7.pdf
Ziegler, Andreas, MacCluer, Jean W., Almasy, Laura,
Genetics Analysis Workshop 17 provided common and rare genetic variants from exome sequencing data and simulated binary and quantitative traits in 200 replicates. We provide a brief review of the mach...
complete descriptionhttp://hdl.handle.net/2027.42/88012
Choudhury, A.,
Traditional machine learning has been largely concerned with developing techniques for small or modestly sized datasets. These techniques fail to scale up well for large data problems, a situation bec...
complete descriptionPeng, Yonghong,
Microarray data analysis and classification has demonstrated convincingly that it provides an effective methodology for the effective diagnosis of diseases and cancers. Although much research has been...
complete descriptionhttp://hdl.handle.net/10454/3688
Alomari, Mohammad Hani,
Coronal Mass Ejections (CMEs) and solar flares are energetic events taking place at the Sun that can affect the space weather or the near-Earth environment by the release of vast quantities of electro...
complete descriptionhttp://hdl.handle.net/10454/4248