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Press Release on Data Mining Research: August-2018

August 31, 2018August 31, 2018 by Editor NetKumar

Using data mining to make sense of climate change

Experts have developed a replacement means of mining knowledge from climate knowledge sets that’s additional self-contained than ancient tools. The methodology brings out commonalities of knowledge sets while not the maximum amount experience from the user, permitting scientists to trust the information and acquire additional strong — and clear — results. [1]

Development of datamining software for the city water supply company

The article considers issues of datamining software development for city water supply enterprises. Main stages of OLAP and datamining systems development are proposed. The system will allow water supply companies analyse accumulated data. [2]

Data mining a medieval medical text reveals patterns in ingredient choice that reflect biological activity against the causative agents of specified infections

The book employed by physicians and lay individuals in medieval Europe have mostly been pink-slipped as placebo or belief. whereas we tend to currently recognize that a number of the pharmacological medicine employed by medieval physicians might have had helpful biological properties, analysis during this space is prescribed by the effortful method of looking and deciphering historical medical texts. Here, we tend to demonstrate the potential power of turning medieval medical texts into contextualized electronic databases amenable to exploration by algorithmic rule. [3]

Integration of Bluetooth, vehicle count data and transport model results by means of data mining techniques. The application to the regional highway S.G.C. Fi-Pi-Li linking Florence to Leghorn and Pisa

The present article describes the analysis drained collaboration with the Department of Roads coming up with and Project of Tuscany Region. The analysis studies the traffic and its main components concerning the most regional street passageway linking Florence with Pisa and skimmer. The study integrates 3 completely different knowledge sources, that’s to mention, Bluetooth sensors knowledge, traffic counts knowledge and transport modeling results to review period of time, Origin/Destination and different data concerning this road. [4]

Application of Data Mining Techniques to Audiometric Data among Professionals in India

Aims: Noise-induced hearing impairment (NIHL) is among the principal activity hazard. parenthetically that, so as to complement the information on mensuration standing and quick dissemination of knowledgebase, data processing techniques are imperative tools.

Study Design: A cross-sectional study style was used.

Place and period of Study: auditory sensation mensuration knowledge of each ear of drivers that have ten years operating expertise and workplace employees from city town, Bharat were recorded.

Methodology: the info were subjected to each unattended and supervised learning techniques, in turn, so as to coach the classifier that determines the clusters for fresh generated cases. Expectation Maximization (EM), k-means, Linear Vector quantization (LVQ), and Self Organization Map (SOM) unattended learning techniques were utilized. [5]

Reference

[1] Using data mining to make sense of climate change
New methodology puts emphasis on data to test climate models
Date: January 18, 2018,Source: Georgia Institute of Technology (web link)

[2] Development of datamining software for the city water supply company

O G Orlinskaya1 and E V Boiko2

Published under licence by IOP Publishing Ltd (web link)

[3] Data mining a medieval medical text reveals patterns in ingredient choice that reflect biological activity against the causative agents of specified infections

Connelly E, del Genio CI, Harrison F. Datamining a medieval medical text reveals patterns in ingredient choice that reflect biological activity against the causative agents of specified infections. arXiv preprint arXiv:1807.07127. 2018 Jul 18. (web link)

[4] Integration of Bluetooth, vehicle count data and transport model results by means of data mining techniques. The application to the regional highway S.G.C. Fi-Pi-Li linking Florence to Leghorn and Pisa

Pratelli A, Petri M, Di Matteo M, Marco I. Integration of Bluetooth, vehicle count data and transport model results by means of data mining techniques. The application to the regional highway SGC Fi-Pi-Li linking Florence to Leghorn and Pisa. InConference Proceedings of IEEE 2018 International Conference on Environment and Electrical Engineering (EEEIC/I&CPS Europe) 2018 (pp. 1-6). EEEIC International. (Web link)

[5] Application of Data Mining Techniques to Audiometric Data among Professionals in India

J. Majumder1 and L. K. Sharma1*

1National Institute of Occupational Health (ICMR), Ahmedabad-380016, India.(web link)

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