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Research by Abdulla-Al-Maruf - Data mining - Time Series Similarity

Research done by Abdulla Al Maruf in Ritsumeikan University on Time series classification, data mining and machine learning. Current status, skills and resume of Abdulla Al Maruf.

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Research by Abdulla-Al-Maruf - Data mining - Time Series Similarity | research.soykot.com Reviews
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Research done by Abdulla Al Maruf in Ritsumeikan University on Time series classification, data mining and machine learning. Current status, skills and resume of Abdulla Al Maruf.
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4 textual approximation
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6 alternative representation of time series
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Research by Abdulla-Al-Maruf - Data mining - Time Series Similarity | research.soykot.com Reviews

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Research done by Abdulla Al Maruf in Ritsumeikan University on Time series classification, data mining and machine learning. Current status, skills and resume of Abdulla Al Maruf.

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Research by Abdulla-Al-Maruf - Data mining - Time Series Similarity

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Abdulla-Al-Maruf, Hung-Hsuan Huang, Kyoji Kawagoe. Textual Approximation Methods for Time Series Classification: TAX and l-TAX. In Transactions of IEICE on Information and Systems, 2014. Abdulla-Al-Maruf, Kyoji Kawagoe, Hung-Hsuan Huang. Time Series Classification Method Using Longest Common Subsequence and Textual Approximation. In Proceedings of the Seventh International Conference on Digital Information Management, pages 130-137, ICDIM 2012, August 22-24, Macau, China. Last update: August 2, 2014.

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Research by Abdulla-Al-Maruf - Data mining - Time Series Similarity

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Time Series Similarity Search Using Textual Approximation. We used semi-supervised and unsupervised machine learning algorithms to train our system. We mainly applied different types of clustering for automatic document classification. Then, we used the trained system to classify and retrieve time series document from different domains. Our focus was to improve the time series classification accuracy. Our method achieved high recall values in classification task. Last update: August 2, 2014.

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Abdulla-Al-Maruf

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I was born on 12 November, 1984 at 11:42 PM. I can not remember exactly what second that was :( but I can remember it was a cold night. In my childhood, I went to 7 different schools. I passed my S.S.C. examination in 2000 from Residential Model College. And HS.C from Notre Dame College. In 2002. After that I joined Computer Science Department, North South University in 2003 and graduated in 2007. I started my professional career on 15 September, 2005. I joined a software firm, Infrablue Technology.

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Abdulla-Al-Maruf

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I just have the club :D. Still I do not know what will be added here. My Education and work. I do not like music because it is beyond my scope. I love movies. I do not know how many nights I have passed by watching movies one after another. Once upon a time, I used to play cricket. But most of the time I passed by learning Karate (Shotokan Karate). And Kung fu (Le Wado Shaolin Kung fu). I got this template from Free Website Templates.

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Time Series Similarity Search Using Textual Approximation. We used semi-supervised and unsupervised machine learning algorithms to train our system. We mainly applied different types of clustering for automatic document classification. Then, we used the trained system to classify and retrieve time series document from different domains. Our focus was to improve the time series classification accuracy. Our method achieved high recall values in classification task. Last update: August 2, 2014.

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