Sonali Agarwal

About Sonali Agarwal

Sonali Agarwal, With an exceptional h-index of 32 and a recent h-index of 28 (since 2020), a distinguished researcher at Indian Institute of Information Technology Allahabad, specializes in the field of Advance Data Mining, Big Data Mining, Big Data Storage and Computing Tools, Support Vector Machines, Twin Support Vector Machine.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multimodal image fusion on ECG signals for congestive heart failure classification

Rule based complex event processing for IoT applications: Review, classification and challenges

Rule based Complex Event Processing for an Air Quality Monitoring System in Smart City

A model fusion approach for severity prediction of diabetes with respect to binary and multiclass classification

Blockchain and IoT based Smart Healthcare Systems

Diabetic Retinopathy Prediction Based on CNN and AlexNet Model

Rule Extraction using Machine Learning Classifiers for Complex Event Processing

Deep Neural Networks for Brain Tumor Image Segmentation and Detection

Sonali Agarwal Information

University

Position

Associate Professor India

Citations(all)

4769

Citations(since 2020)

3600

Cited By

2280

hIndex(all)

32

hIndex(since 2020)

28

i10Index(all)

81

i10Index(since 2020)

61

Email

University Profile Page

Google Scholar

Sonali Agarwal Skills & Research Interests

Advance Data Mining

Big Data Mining

Big Data Storage and Computing Tools

Support Vector Machines

Twin Support Vector Machine

Top articles of Sonali Agarwal

Multimodal image fusion on ECG signals for congestive heart failure classification

Multimedia Tools and Applications

2024/4/30

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Rule based complex event processing for IoT applications: Review, classification and challenges

2024/3/30

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Rule based Complex Event Processing for an Air Quality Monitoring System in Smart City

arXiv preprint arXiv:2403.14701

2024/3/16

Sonali Agarwal
Sonali Agarwal

H-Index: 19

A model fusion approach for severity prediction of diabetes with respect to binary and multiclass classification

International Journal of Information Technology

2024/3

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Blockchain and IoT based Smart Healthcare Systems

2024/2/22

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Diabetic Retinopathy Prediction Based on CNN and AlexNet Model

2024/1/18

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Rule Extraction using Machine Learning Classifiers for Complex Event Processing

2023/9/20

Ashutosh Kumar
Ashutosh Kumar

H-Index: 25

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Deep Neural Networks for Brain Tumor Image Segmentation and Detection

2023/9/20

Sonali Agarwal
Sonali Agarwal

H-Index: 19

A Real-Time Approach for Smart Building Operations Prediction Using Rule-Based Complex Event Processing and SPARQL Query

arXiv preprint arXiv:2309.10822

2023/8/28

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Semantic web-based diagnosis and treatment of vector-borne diseases using SWRL rules

Knowledge-Based Systems

2023/8/15

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Navjot Singh
Navjot Singh

H-Index: 1

Predicting Habitable Exoplanets in Different Star-Systems Using Deep Learning Based Anomaly Detection Approach

2023/6/18

Neural Information Processing: 29th International Conference, ICONIP 2022, Virtual Event, November 22–26, 2022, Proceedings, Part I

2023/4/12

Handling catastrophic forgetting using cross-domain order in incremental deep learning

Journal of Electronic Imaging

2023/3/1

Ashutosh Kumar
Ashutosh Kumar

H-Index: 25

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Target-class guided sample length reduction and training set selection of univariate time-series

Applied Intelligence

2023/3

Sanjay Kumar Sonbhadra
Sanjay Kumar Sonbhadra

H-Index: 6

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Proceedings of the 16th Innovations in Software Engineering Conference

2023/2/23

Empirical analysis of chronic disease dataset for multiclass classification using optimal feature selection based hybrid model with spark streaming

Future Generation Computer Systems

2023/2/1

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Semantic rule Web-based Diagnosis and Treatment of Vector-Borne Diseases using SWRL rules

arXiv preprint arXiv:2301.03013

2023/1/8

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Navjot Singh
Navjot Singh

H-Index: 1

Advanced Machine Intelligence and Signal Processing

2022/6/25

Mukesh Prasad
Mukesh Prasad

H-Index: 19

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Transmission network planning for realistic Egyptian systems via encircling prey based algorithms

Turkish Journal of Electrical Engineering and Computer Sciences

2023

Predictive Stream Analytics for Threshold based Approach: A Case Study of Temperature Anomaly

2023/12/15

Sonali Agarwal
Sonali Agarwal

H-Index: 19

Ashutosh Kumar
Ashutosh Kumar

H-Index: 25

See List of Professors in Sonali Agarwal University(Indian Institute of Information Technology Allahabad)

Co-Authors

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