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Results for “"Rony Chowdhury Ripan"”

12 results

A Data-Driven Heart Disease Prediction Model Through K-Means Clustering-Based Anomaly Detection

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Rony Chowdhury Ripan, Iqbal H. Sarker, Syed Md. Minhaz Hossain, Md Musfique Anwar et al.

Journal: SN Computer ScienceYear: 2021Citations: 88
Physical Sciences
Computer Science
Artificial Intelligence
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Effectively predicting cyber‐attacks through isolation forest learning‐based outlier detection

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Rony Chowdhury Ripan, Md. Moinul Islam, Hamed Alqahtani, Iqbal H. Sarker

Journal: Security and PrivacyYear: 2022Citations: 9

Abstract Due to the popularity of Internet of Things devices, the exponential progress of computer networks, and a plethora of associated applications, cybersecurity has recently attracted much attention in light of today's security problems . As a result, detecting various cyber‐attacks within a ne...

Physical SciencesComputer ScienceComputer Networks and Communications
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An Effective Heart Disease Prediction Model based on Machine Learning Techniques

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Rony Chowdhury Ripan, Iqbal H. Sarker, Md. Hasan Furhad, Md Musfique Anwar et al.

Journal: Preprints.orgYear: 2020Citations: 9

This paper presents an effective heart disease prediction model through detecting the anomalies, also known as outliers, in healthcare data using the unsupervised K-means clustering algorithm. Most existing approaches for detecting anomalies are based on constructing profiles of normal instances. Ho...

Health SciencesHealth ProfessionsHealth Information ManagementOpen Access
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Digital health inclusion towards achieving universal health coverage for Bangladesh utilizing general practitioner model

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Moinul H. Chowdhury, Rony Chowdhury Ripan, A. K. M. Nazmul Islam, Rubaiyat Alim Hridhee et al.

Journal: Health Policy and TechnologyYear: 2023Citations: 4
Health SciencesHealth ProfessionsGeneral Health ProfessionsOpen Access
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An Effective Heart Disease Prediction Model Based on Machine Learning Techniques

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Rony Chowdhury Ripan, Iqbal H. Sarker, Md. Hasan Furhad, Md Musfique Anwar et al.

Journal: Advances in intelligent systems and computingYear: 2021Citations: 4
Health SciencesHealth ProfessionsHealth Information Management
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An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies

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Rony Chowdhury Ripan, Iqbal H. Sarker, Musfique Anwar, Md. Hasan Furhad et al.

Journal: Advances in intelligent systems and computingYear: 2021Citations: 4

. Cybersecurity has recently gained considerable interest in today’s security issues because of the popularity of the Internet-of-Things (IoT), the considerable growth of mobile networks, and many related apps. Therefore, detecting numerous cyber-attacks in a network and cre-ating an effective intrus...

Physical SciencesComputer ScienceComputer Networks and CommunicationsOpen Access
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Feature Engineering Based Credit Card Fraud Detection for Risk Minimization in E-Commerce

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Md. Moinul Islam, Rony Chowdhury Ripan, Saralya Roy, Fazle Rahat

Journal: Lecture notes in networks and systemsYear: 2021Citations: 3
Physical SciencesComputer ScienceArtificial Intelligence
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Prevalence of Stroke in Rural Bangladesh: A Population Based Study

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Md. Mashiar Rahman, Rony Chowdhury Ripan, Farhana Sarker, Moinul H. Chowdhury et al.

Journal: Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications EngineeringYear: 2023Citations: 2
Health SciencesMedicineEpidemiology
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Prevalence and Risk Factors of Stroke in Rural Bangladesh: A Survey with Community Health Workers on 1·3 million people (Preprint)

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Farhana Sarker, Rony Chowdhury Ripan, Moinul H. Chowdhury, AKM Nazmul Islam et al.

Year: 2023

<sec> <title>UNSTRUCTURED</title> Stroke is a leading cause of death and long-term disability worldwide, with an estimated 6.2 million deaths each year. In Bangladesh, data on stroke prevalence and risk factors in rural areas is limited, making it difficult to develop effective early prevention and ...

Health SciencesHealth ProfessionsHealth Information ManagementOpen Access
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Digital Health Inclusion to Achieve Universal Health Coverage in the Era of 4th Industrial Revolution

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Farhana Sarker, Moinul H. Chowdhury, Rony Chowdhury Ripan, Tanvir Islam et al.

Journal: Studies in autonomic, data-driven and industrial computingYear: 2023
Physical SciencesComputer ScienceInformation Systems
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Stroke Prevalence and Risk Factors in Rural Communities Within a Resource-Constrained South Asian Setting: Population-Based Study of 1.3 Million Individuals

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Farhana Sarker, Rony Chowdhury Ripan, Moinul H. Chowdhury, AKM Nazmul Islam et al.

Journal: JMIR Public Health and SurveillanceYear: 2023

Background: Stroke is a leading cause of death and long-term disability worldwide, with an estimated 6.2 million deaths each year. In Bangladesh, data on stroke prevalence and risk factors in rural areas are limited, making it difficult to develop effective early prevention and intervention programs...

Health SciencesMedicineEpidemiologyOpen Access
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An Automated Candidate Selection System Using Bangla Language Processing

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Md. Moinul Islam, Farzana Yasmin, Mohammad Shamsul Arefin, Zaber Al Hassan Ayon et al.

Journal: Advances in intelligent systems and computingYear: 2021
Physical SciencesComputer ScienceInformation Systems
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