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NATURE COMMUNICATIONS, ISSN 2041-1723, 07/2019, Volume 10, Issue 1, pp. 3193 - 11
Journal Article
Statistical Applications in Genetics and Molecular Biology, ISSN 1544-6115, 04/2012, Volume 11, Issue 3, p. Article 11
Journal Article
Bioinformatics, ISSN 1367-4803, 07/2010, Volume 26, Issue 17, pp. 2085 - 2092
Journal Article
IBM Journal of Research and Development, ISSN 0018-8646, 01/2017, Volume 61, Issue 1, pp. 98 - 109
The Predictive Analytics for Server Incident Reduction (PASIR) solution developed at IBMhas been broadly deployed to 130 ITenvironments since the beginning of... 
Degradation | Manuals | Cleaning | Data models | Hardware | Labeling | Servers | MINING FREQUENT PATTERNS | COMPUTER SCIENCE, SOFTWARE ENGINEERING | COMPUTER SCIENCE, INFORMATION SYSTEMS | COMPUTER SCIENCE, HARDWARE & ARCHITECTURE | COMPUTER SCIENCE, THEORY & METHODS
Journal Article
Scientific Reports, ISSN 2045-2322, 03/2015, Volume 5, Issue 1, p. 9346
Food - drug interactions are well studied, however much less is known about cuisine - drug interactions. Non-native cuisines are becoming increasingly more... 
MULTIDISCIPLINARY SCIENCES | FOOD | Food-Drug Interactions | Humans | Pharmacists | Food
Journal Article
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, ISSN 2153-4063, 2017, Volume 2017, p. 239
We present a mixture-of-experts approach for HIV therapy selection. The heterogeneity in patient data makes it difficult for one particular model to succeed at... 
Journal Article
Proceedings of the 22nd ACM SIGKDD International Conference on knowledge discovery and data mining, 08/2016, Volume 13-17-, pp. 39 - 48
Disks are among the most frequently failing components in today's IT environments. Despite a set of defense mechanisms such as RAID, the availability and... 
changepoint | time series | classification | disk replacement | Changepoint | Disk replacement | Classification | Time series
Conference Proceeding
Proceedings of the 25th international conference on machine learning, 07/2008, pp. 56 - 63
We address the problem of learning classifiers for a large number of tasks. We derive a solution that produces resampling weights which match the pool of all... 
Conference Proceeding
Proceedings of the 21th ACM SIGKDD International Conference on knowledge discovery and data mining, 08/2015, Volume 2015-, pp. 1711 - 1720
We present a novel technique that optimizes the dispatching of incident tickets to the agents in an IT Service Support Environment. Unlike the common... 
fuzzy clustering, ticket clustering | graph cut | combined affinity matrix | ticket dispatching | spectral clustering | Ticket dispatching | Spectral clustering | Fuzzy clustering | Ticket clustering | Graph cut | Combined affinity matrix
Conference Proceeding
Proceedings of the 23rd ACM International Conference on conference on information and knowledge management, 11/2014, pp. 221 - 230
We present a new methodology for solving linear Support Vector Machines (SVMs) that capitalizes on multiple 1D projections. We show that the approach... 
coordinate descent | random projections | support vector machines (svm) | classification | data mining | Random projections | Data mining | Coordinate descent | Support vector machines (SVM) | Classification
Conference Proceeding
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