Call for Papers:Vol.11 Issue.3

Submission
Last date		 28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING
PaperId: :  14676
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14676
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SANDHYA K SIES COLLEGE OF ENGINEERING
SHEJINA N MIES COLLEGE OF ENGINEERING

Abstract

Computer science engineering
Flood, Machine learning , K Nearest Neighbor, Support vector machine , Decision Tree ,Random Forest
Floods are natural disasters.They are most commonly caused by excessive precipitation and runoffs which lead the adjoining land areas to be submerged by water which causes huge loss to human lives and properties, which includes damaging buildings, bridges ,power supply network and crippling the transportation and bringing economic hardships on the people. In order to decrease the damages caused by the flood, it is essential to implement an intelligent system for the early detection. Over the years, multiple measures have been taken to pre- determine flood warnings which have been implemented using sensor technology and active monitoring of the parameters. This leads to the creation of a wide number of data-sets which can be employed for future purposes.With the availability of data analytics techniques including Machine Learning, the datasets can be directly employed to allow based upon this, and can create a model which helps to predict future outcomes. In this paper,machine learning algorithms like k-nearest neighbor(KNN), decision tree, random forest, and support vector machine (SVM) are used.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE SANDHYA K S, and SHEJINA N M. "FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 2800-2806
MLA SANDHYA K S, and SHEJINA N M. "FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 2800-2806.
APA SANDHYA K S, & SHEJINA N M. (2021). FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 2800-2806.
Chicago SANDHYA K S, and SHEJINA N M. "FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 2800-2806.
Oxford SANDHYA K S, and SHEJINA N M. 'FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 2800-2806. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/FLOOD_FORECASTING_AN_INTELLIGENT_SYSTEM_USING_MACHINE_LEARNING_ijariie14676.pdf (Accessed : 26 March 2024).
Harvard SANDHYA K S, and SHEJINA N M. (2021) 'FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 2800-2806IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/FLOOD_FORECASTING_AN_INTELLIGENT_SYSTEM_USING_MACHINE_LEARNING_ijariie14676.pdf (Accessed : 26 March 2024)
IEEE SANDHYA K S, and SHEJINA N M, "FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 2800-2806, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/FLOOD_FORECASTING_AN_INTELLIGENT_SYSTEM_USING_MACHINE_LEARNING_ijariie14676.pdf [Accessed : 26 March 2024].
Turabian SANDHYA K S, and SHEJINA N M. "FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 (26 March 2024).
Vancouver SANDHYA K S, and SHEJINA N M. FLOOD FORECASTING:AN INTELLIGENT SYSTEM USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 26 March 2024]; 7(3) : 2800-2806. Available from: https://ijariie.com/AdminUploadPdf/FLOOD_FORECASTING_AN_INTELLIGENT_SYSTEM_USING_MACHINE_LEARNING_ijariie14676.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 3/26/2024 5:29:58 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
PREDICTING GENETIC VARIANTS PATHOGENECITYComputer EngineeringSyed Arbeena Kausar Download
ANDROID MALWARE DETECTION USING MACHINE LEARNING TECHNIQUESCOMPUTER SCIENCE AND ENGINEERINGS. Saiful Islam Download
IMPROVING HEALTHCARE PREDICTION OF DIABETIC PATIENTS USING KNN IMPUTED FEATURES AND TRI-ENSEMBLE MODELCOMPUTER SCIENCE AND ENGINEERINGS. Mahammad Arif Download
MONEY LAUNDERING DETECTION USING MACHINE LEARNING METHODSCOMPUTER SCIENCE AND ENGINEERINGY B. Shashank Raj Download
LEVERAGING SPATIOTEMPORAL PATTERNS FOR CYBER ATTACK DETECTION IN DISTRIBUTION SYSTEMCOMPUTER SCIENCE AND ENGINEERINGV. Kumar Download
Real-Time Heart Disease Prediction Using Machine LearningCOMPUTER SCIENCE AND ENGINEERINGP. Sri Pavan Hari Charan Download
HAND AND FACE LANDMARKS DETECTION USING MEDIA PIPE AND AICOMPUTER SCIENCE AND ENGINEERINGK. V. Bharath Kumar Download
VEHICLES SPEED DETECTION SYSTEM USING OPENCVCOMPUTER SCIENCE AND ENGINEERINGS. Santosh Download
SUSPICIOUS HUMAN ACTIVITY RECOGNITION FROM SURVEILLANCE VIDEOS USING DEEP LEARNINGCOMPUTER SCIENCE AND ENGINEERINGM. Lakshmi kanth Download
DETECTION OF THYROID DISORDERS USING MACHINE LEARNING APPOARCHCOMPUTER SCIENCE AND ENGINEERINGP. Shamiulla Download
Events Recommendation SystemComputer Science and EngineeringDharsana S Download
Online Attendance Using Web ApplicationComputer EngineeringMrs. P. Saranya Download
Automated Pneumonia Detection Using ResNet50 Deep Learning ModelDepartment of Computer Science & Engineering, D.Y.Patil Technical Campus, Shivaji University, KolhapurSohan Sanjay Kamalakar Download
MULTI-DISEASE DETECTION USING MACHINE LEARNINGComputer EngineeringNamithadevi N N Download
NETWORK TRAFFIC ANALYSIS WITH BIG DATA AND DEEP LEARNING TECHNIQUESCOMPUTER SCIENCE AND ENGINEERINGD VYSHNAVI Download
12