Background In recent years, the introduction of single-cell RNA sequencing (scRNA-seq)
has enabled the analysis of a cell's transcriptome at an unprecedented granularity and …

The introduction of hardware transactional memory (HTM) into commercial processors
opens a door for designing and implementing scalable synchronization mechanisms. One …

NASA's Exploration Initiative (EI) will push space exploration missions to the limit. Future
missions will be required to be self-managing as well as self-directed, in order to meet the …

Existing data mining techniques, more particularly iterative learning algorithms, become
overwhelmed with big data. While parallelism is an obvious and, usually, necessary …

Existing data mining techniques, more particularly iterative learning algorithms, become
overwhelmed with big data. While parallelism is an obvious and, usually, necessary …

Random Forests have been used as effective ensemble models for classification. We
present in this paper a new type of Random Forests (RFs) called Red (uced) RF that adopts …

Machine learning (ML) has recently made a major contribution to the fields of Material
Science (MS). In this study, ML algorithms are used to learn atoms types over structural …

Bazı hastalık belirtilerinin birçok tıbbi tedavi alanıyla ilgili olması, hastaların tedavi için
randevu alırken zorlanmalarına sebep olmaktadır. Örneğin; karın ağrısı rahatsızlığı bulunan …

Background: In recent years, the introduction of single-cell RNA sequencing (scRNA-seq)
has enabled the analysis of a cell's transcriptome at an unprecedented granularity and …

Stellar data, only a few years ago, measured in the. 1M of objects. Now, sets are routinely
1M. With the launch of ESA's Gaia in 2013, we expect 1000M stellar objects measured more …