Scientific Research Publishing

Read full paper at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=52267#.VI-sxcnQrzE Author(s) Sergio Pissanetzky Affiliation(s) School of Science and Computer Engineering, University of Houston, Clear Lake, Texas, USA . ABSTRACT The big problem of Big Data is the lack of a machine learning process that scales and finds meaningful features. Humans fill in for the insufficient automation, but the complexity of the tasks outpaces the human mind’s capacity to comprehend the data. Heuristic partition methods may help but still need humans to adjust the parameters. The same problems exist in many other disciplines and technologies that depend on Big Data or Machine Learning. Proposed here is a frac...

Read full paper at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=52267#.VI5IJcnQrzE \ Author(s) Sergio Pissanetzky Affiliation(s) School of Science and Computer Engineering, University of Houston, Clear Lake, Texas, USA . ABSTRACT The big problem of Big Data is the lack of a machine learning process that scales and finds meaningful features. Humans fill in for the insufficient automation, but the complexity of the tasks outpaces the human mind’s capacity to comprehend the data. Heuristic partition methods may help but still need humans to adjust the parameters. The same problems exist in many other disciplines and technologies that depend on Big Data or Machine Learning. Proposed here is a fr...

Read full paper at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=51548#.VG2rMmfHRK0 Author(s)   Ke Ming , Lu Mengxing Affiliation(s) Beijing Wuzi University, Beijing, China . ABSTRACT From the perspectives of the innovation of teaching methods and the kind of thinking ability that the society in the future may require, this article explores the prospect of reform of pedagogy in colleges and universities in the new big-data era. After discussing the demand of the information- based teaching platform, the article designs an innovative teaching platform to help teachers to change old and backward teaching methods. KEYWORDS Big Data...