I have recently gained interest in big data/data mining, and have been reading up on my own. When I surfed through Internet about it, I found mechanisms like map-reduce jobs,distributed file system etc.
I want to know what are the major algorithms that are used in this field for real time problems.
I suggest head/tail breaks for both data clustering and data visualization:
Jiang B. (2015a), Head/tail breaks for visualization of city structure and dynamics, Cities, 43, 69-77.
Jiang B. (2013), Head/tail breaks: A new classification scheme for data with a heavy-tailed distribution, The Professional Geographer, 65 (3), 482 – 494.
https://www.researchgate.net/publication/283017967_Big_Data_Is_not_just_a_New_Type_but_a_New_Paradigm
Research Big Data Is a New Paradigm
Hi,
i am mostly agreed with first answer of this question. he had something very good for your kind of information. Next you will have to decide which tool is best for you. i am recommending you R and Weka if you will have good programming skills. if you do not have then Rapid-miner is suitable for you.
Regards
Muddsair
Put Big Data into context in real time
"Smart cities, plants, and machines rely on smart analytics to put big data into context in real time and optimize decision-making. Powering today’s analytics tools are advanced algorithms, artificial intelligence (AI), machine learning, and digital twins that pull disorganized, disconnected, and “dark” (captured but unused) data into the mix of available information and make it actionable.
Elevating industrial intelligence
Strategic algorithms and cognitive computing improve operational acuity. Seeq software uses end-user-focused advanced computing algorithms to collect and analyze time-series data from manufacturing systems and process historians in real time. Trending, pattern and limit searches, outlier detection, modeling, and illustrative visualizations are among the capabilities that can be applied directly to the data sources without assistance from data scientists or IT experts..."
https://www.plantservices.com/articles/2018/technology-toolbox-put-big-data-into-context-in-real-time/?utm_source=hs_email&utm_medium=email&utm_content=63122974&_hsenc=p2ANqtz-88ZeKrAhM6Dua8vbGVgdeygRRyZ7PpdnkLWy1daXdVWJCreh4PvqtL5swDg5O_SoDB7SYJHMCIDomMXvAdmCdAL-9Egg&_hsmi=63122974
this link is useful
https://dabai.dk/...domains/research-theme-big-data-analysis-algorith...
regards
no idea i want how to ready paper ,for big data analytics healthcare
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