Dr.Rajesh Wadhvani
Associate Professor And HOC
Google Scholar: https://scholar.google.co.in/citations?user=nRIypicAAAAJ
Scopus: https://www.scopus.com/authid/detail.uri?authorId=56708789200
ORCID: https://orcid.org/0000-0002-2048-997X
Vidwan: https://vidwan.inflibnet.ac.in/profile/61719
|
U.G |
Computer System Organization |
|
Statistical Methods |
|
|
Statistical Models for Data Interpretation and Analysis |
|
|
P.G |
Mathematical Foundations of Computer Science |
|
Organization |
Start Date |
End Date |
Designation |
Nature of Work |
|
Maulana Azad National Institute of Technology, Bhopal. |
24/12/2024 |
Continuing |
Associate Professor Level 13 (A2) |
Teaching and research |
|
Maulana Azad National Institute of Technology, Bhopal. |
01/01/2006 |
23/12/202 |
Assistant Professor Grade-I |
Teaching and research |
|
Maulana Azad National Institute of Technology, Bhopal. |
17/08/2005 |
31/12/2005 |
Assistant Professor Grade-II |
Teaching and research |
|
UIT RGPV Bhopal |
July 2002 |
16/08/2005 |
Lecturer |
Teaching |
|
Name of the Student |
Topic |
Year of Award |
Co-Supervisor (if any) |
|
Mr. Anil Kumar Kushwah |
Non-stationary wind time series forecasting using hybrid approaches |
2022 |
NIL |
|
Ms. Banalaxmi Brahma |
Investigation of dataset characteristics for design of RNN models in time series applications
|
2022 |
Nil |
|
Mr. Muktesh Gupta |
Change Point Detection-Based Prediction for Time Series Data Applications |
2024 |
Dr. Akhtar Rasool |
|
Ms. B.Sowkarthika |
Efficient Data Complexity based Machine Learning for Real World Problems |
Thesis Submitted |
Supervisor: Dr. Manasi Gyanchandani |
|
Ms. Manali Chandnani |
Traffic Sign Recognition in harsh environment |
Ongoing |
Supervisor: Dr. Sanyam Shukla |
|
Ms. Juhi Kumari |
Optimization of Machine Learning algorithms using data complexity measures |
Ongoing |
Dr. Sanyam Shukla |
| Mr. Surendra Meena | Human Activity Recognition |
Ongoing |
-- |
|
Title |
Sponsoring Agency |
Duration |
Amount |
Co-PI (if any) |
|
Long Short-Term Memory Neural Network based Model for Solar Irradiance Forecasting. |
Madhya Pradesh Council of Science and Technology |
24 Months | 4.6 L | Yes |
|
Title |
Sponsoring Agency |
Duration |
Amount |
Co-Investigator (if any) |
| Acceptance Testing of HMS | BMHRC, Bhopal | 05 Months | 4.93 | Yes |
|
Authors |
Title |
Journal |
VOL. NO., PAGE NO |
YEAR |
SCI/ Scopus |
IMPACT FACTOR |
| Rakesh Batchala, Priyank Jain, Manasi Gyanchandani, Sanyam Shukla, Rajesh Wadhvani | Enhance differential privacy mechanisms for clinical data analysis using CNNs and reinforcement learning | Big Data | 12, 178 | 2025 | SCI | 8.6 |
| Muktesh Gupta, Rajesh Wadhvani, Akhtar Rasool |
Deep learning-based real-time diagnosis of cardiac diseases through behavioral changes in ECG signals | Biomedical Signal Processing and Control, | 104 | 2025 | SCI | 4.9 |
|
Rishita Raj, Rajesh Wadhvani, Akhtar Rasool and Muktesh Gupta |
Analyzing feature impacts in wind turbine power output modelling using quantile regression | Wind Engineering | 49(2) | 2024 | Scopus | 1.5 |
| Muktesh Gupta, Rajesh Wadhvani, Akhtar Rasool |
Comprehensive analysis of change-point dynamics detection in time series data: A review | Expert Systems with Applications | 248 | 2024 | SCI | 8.5 |
| B. Sowkarthika, Manasi Gyanchandani, Rajesh Wadhvani, Sanyam Shukla |
Data complexity measures for classification of a multi-concept dataset. | Multimedia Tools and Applications | 1-32 | 2024 | SCI | 2.5 |
| Manali Chandnani, Sanyam Shukla, Rajesh Wadhvani. | Multistage traffic sign recognition under harsh environment | Multimedia Tools and Applications | 1-33 | 2024 | SCI | 2.5 |
| B. Sowkarthika, Manasi Gyanchandani, Rajesh Wadhvani, Sanyam Shukla |
Data complexity-based dynamic ensembling of SVMs in classification | Expert Systems with Applications | 216 | 2024 | SCI | 8.5 |
| Vivek Kumar Patidar, Rajesh Wadhvani, Muktesh Gupta | Analysis of wind power curve modeling using multi-model regression | Wind Engineering | 48 | 2023 | Scopus | 1.5 |
|
Muktesh Gupta, Rajesh Wadhvani, |
A real-time adaptive model for bearing fault classification and remaining useful life estimation using |
Knowledge- Based Systems |
259 |
2023 |
SCI |
8.1 |
|
B. Sowkarthika, Manasi Gyanchandani, Rajesh Wadhvani, Sanyam Shukla |
Data complexity-based dynamic ensembling of SVMs in classification |
Expert Systems with Applications |
216 |
2023 |
SCI |
8.5 |
|
Banalaxmi Brahma, Rajesh Wadhvani |
A residual ensemble learning approach for solar irradiance forecasting |
Multimedia Tools and Applications |
1-23 |
2023 |
SCI |
2.5 |
|
Muktesh Gupta, Rajesh Wadhvani, |
Real-time Change-Point Detection: A deep neural network-based adaptive approach for detecting changes in |
Expert Systems with Applications |
209 |
2022 |
SCI |
8.5 |
|
Anil Kumar Kushwah, Rajesh Wadhvani |
Trend triplet based data clustering for eliminating nonlinear trend components of wind time series to improve the performance of |
Multimedia Tools and Applications |
81,33927- |
2022 |
SCI |
2.5 |
|
Banalaxmi Brahma, Rajesh Wadhvani |
Visualizing solar irradiance data in ArcGIS and forecasting based on a novel deep neural network |
Multimedia Tools and Applications |
81,9015- |
2022 |
SCI |
2.5 |
|
Anil Kumar Kushwah, Rajesh Wadhvani |
Data complexity-based hybrid approach to select a model for wind speed forecasting |
Energy Sources, Part A: Recovery, Utilization, and Environmental Effects |
1-18 |
2021 |
SCI |
2.92 |
|
Trupti Chandak, Sanyam Shukla, Rajesh Wadhvani |
An analysis of “A feature reduced intrusion detection system using ANN classifier” by Akashdeep et al. expert systems with applications (2017) |
Expert Systems with Applications |
130,79-83 |
2019 |
SCI |
8.5 |
|
Anil Kumar Kushwah, Rajesh Wadhvani |
Performance monitoring of wind turbines using advanced statistical methods |
Sadhana |
44,1-11 |
2019 |
SCI |
1.2 |
|
Sukirty Jain, Sanyam Shukla, Rajesh Wadhvani |
Dynamic selection of normalization techniques using data complexity measures |
Expert Systems with Applications |
106,252- |
2018 |
SCI |
8.5 |
|
Title |
Year |
Agency |
Co-Investigator(if any) |
Published/Granted |
| System and Method of Detecting and Regulating Parameters in a Greenhouse Environment | 562965 | The Patent office, Govt. of India | 20/03/25 | Granted |
