GAURAV DHIMAN

Dr. GAURAV DHIMAN

GOVERNMENT BIKRAM COLLEGE OF COMMERCE, PATIALA
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Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 November 2018 in Knowledge-Based Systems
Verified
Journal Article
Closed access
GDGAURAV DHIMAN
GAURAV DHIMAN
VKVijay Kumar
Vijay Kumar

1 January 2021 in Computational Intelligence and Neuroscience
Verified
Journal Article
Open access
PDF file
RBRohit Bharti
Rohit Bharti
AKAditya Khamparia
Aditya Khamparia
Mohammad ShabazMohammad Shabaz
Mohammad Shabaz
GDGAURAV DHIMAN
GAURAV DHIMAN
SPSagar Dhanraj Pande
Sagar Dhanraj Pande
PSParneet Singh
Parneet Singh
The correct prediction of heart disease can prevent life threats, and incorrect prediction can prove to be fatal at the same time. In this paper different machine learning algorithms and deep learning are applied to compare the results and analysis of the UCI Machine Learning Heart Disease dataset. The dataset consists of 14 main attributes used for performing the analysis. Various promising results are achieved and are validated using accuracy and confusion matrix. The dataset consists of some irrelevant features which are handled using Isolation Forest, and data are also normalized for getting better results. And how this study can be combined with some multimedia technology like mobile devices is also discussed. Using deep learning approach, 94.2% accuracy was obtained.

6 October 2020 in Journal of Ambient Intelligence and Humanized Computing
Verified
Journal Article
Closed access
PDF file
GDGAURAV DHIMAN
GAURAV DHIMAN
MGMeenakshi Garg
Meenakshi Garg
Atulya K NagarAtulya K Nagar
Atulya K Nagar
VKVijay Kumar
Vijay Kumar
Mohammad DehghaniMohammad Dehghani
Mohammad Dehghani

25 May 2021 in Journal of Food Quality
Verified
Journal Article
Open access
PDF file
PRPranav Ratta
Pranav Ratta
AKAmanpreet Kaur
Amanpreet Kaur
SPARSH SHARMASPARSH SHARMA
SPARSH SHARMA
Mohammad ShabazMohammad Shabaz
Mohammad Shabaz
GDGAURAV DHIMAN
GAURAV DHIMAN
Internet of Things (IoT) is one of the recent innovations in Information Technology, which intends to interconnect the physical and digital worlds. It introduces a vision of smartness by enabling communication between objects and humans through the Internet. IoT has diverse applications in almost all sectors like Smart Health, Smart Transportation, and Smart Cities, etc. In healthcare applications, IoT eases communication between doctors and patients as the latter can be diagnosed remotely in emergency scenarios through body sensor networks and wearable sensors. However, using IoT in healthcare systems can lead to violation of the privacy of patients. Thus, security should be taken into consideration. Blockchain is one of the trending research topics nowadays and can be applied to the majority of IoT scenarios. Few major reasons for using the Blockchain in healthcare systems are its prominent features, i.e., Decentralization, Immutability, Security and Privacy, and Transparency. This paper’s main objective was to enhance the functionality of healthcare systems using emerging and innovative computer technologies like IoT and Blockchain. So, initially, a brief introduction to the basic concepts of IoT and Blockchain is provided. After this, the applicability of IoT and Blockchain in the medical sector is explored in three major areas—drug traceability, remote patient-monitoring, and medical record management. At last, the challenges of deploying IoT and Blockchain in healthcare systems are discussed.


1 June 2018 in Knowledge-Based Systems
Verified
Journal Article
Closed access
GDGAURAV DHIMAN
GAURAV DHIMAN
VKVijay Kumar
Vijay Kumar