AI SearchHeart disease prediction system using data mining techniques (Record no. 54566)
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| fixed length control field | 200707s2017 th uu m rtt 0| a1eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b12346093 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT RSPR no.IM-17-11 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Yadav, Sudheer |
| 245 10 - TITLE STATEMENT | |
| Title | Heart disease prediction system using data mining techniques |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Pathum Thani, Thailand : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 75 p. : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Research studies project report ; |
| Volume/sequential designation | no. IM-17-11 |
| 500 ## - GENERAL NOTE | |
| General note | A research submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Information Management, School of Engineering and Technology |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Research studies project report (M. Eng.) - Asian Institute of Technology, 2017 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Data mining is about extracting useful information from huge databases. These days to overcome the problem of massive data management most of the organizations have shifted their traditional way of recording data to electronic based systems. Data mining techniques are being used by various organizations to have better outcomes or predictions. Healthcare is one of the industries using data mining techniques. In this paper, data mining techniques are used to predict risk level of having heart diseases of a patient. These days there are lots of deaths due to heart attacks and heart diseases. Patients go through too many tests to know the actual disease to get treated. This process of too many tests either costs them lot of money or sometimes lives too. To overcome this problem, a system is developed which can predict heart diseases in a patient looking at the basic attributes like age, gender, blood pressure, cholesterol level and few more. The main objective of the research is to create a system which predicts risk levels of heart diseases and apply KNN and ID3 data mining techniques to know the better technique for accurate results. The results show that KNN algorithm gives better performance than ID3 algorithm. This system is helpful to have quick solutions to know the likelihood of having heart diseases of a patient. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining |
| General subdivision | Technological innovations |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Heart Diseases |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vatcharaporn Esichaikul, |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sumanta, Guha, |
| Relator term | Examination Committee |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chutiporn Anutariya, |
| Relator term | Examination committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology Fellowship , |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Research studies project report ; |
| Volume/sequential designation | no. IM-17-11 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B06934">http://203.159.5.9/ait-thesis/detail.php?q=B06934</a> |
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| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type | Cost, normal purchase price |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT RSPR no.IM-17-11 | 30050120890818 | 18/08/2026 | 1 | 18/08/2026 | 40-Archives | |||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT RSPR no.IM-17-11 | 18/08/2026 | 18/08/2026 | 61-CD-ROM | |||||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | AIT RSPR no.IM-17-11 | 30050120982664 | 18/08/2026 | 1 | 18/08/2026 | 20-AIT Publication | 50.00 | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | AIT RSPR no.IM-17-11 | 30050120982656 | 18/08/2026 | 2 | 18/08/2026 | 20-AIT Publication | 50.00 |