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Past research has challenged us with the task of showing relational patterns between text-based data and then clustering for predictive analysis using Golay Code technique. We focus on a novel approach to extract metaknowledge in multimedia datasets. Our collaboration has been an on-going task of studying the relational patterns between data points based on met features extracted from metaknowledge...
The global influence of Big Data is not only growing but seemingly endless. The trend is leaning towards knowledge that is attained easily and quickly from massive pools of Big Data. Today we are living in the technological world that Dr. Usama Fayyad and his distinguished research fellows discussed in the introductory explanations of Knowledge Discovery in Databases (KDD) [1] predicted nearly two...
Even though some of the present-day technologies provide a number of solutions for handling large amounts of data, the increasing accumulation of data -- also termed as Big Data -- from the Internet such as emails, videos, images, and text as well as the digital data in medicine, genetics, and sensors and wireless devices is demanding efficient organizational and engineering designs. Many forms of...
This poster paper proposes a novel processing technique to optimize on-the-fly clusterization of disorganized and unclassified Big data from a vast number of sources. The technique is based on the fuzzy logic using fault-tolerant indexing with error-correction codes. This research aims to introduce a processing template for this demanding "Big Data" processing methodology -- clustering of...
We are living and facing an unprecedented growth of available large-scale structured and unstructured data both. From different broad range of online websites and applications, data is being collected at significantly exceptional rate. For instance, as described in [11] "Facebook reports about 6 billion new photos every month and 72 hours of video are uploaded to YouTube every minute". Researchers...
Nowadays, we are witnessing formation of a new technological marvel: Internet of Things. This construction is able to combine in a particular operational entity all the bits and pieces of the world around us. Thus, why could not this unique establishment present the long-sought essence in the Nature of Things? The two pillars of modern fundamental science-relativity and quantum mechanics-are just...
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