faculty-profile

Dr. Shivani Goel

info

Sr. Professor and Dean Mentoring

Computer Science And Artificial Intelligence

Thapar Institute of Engineering and Technology, Patiala

24 years

Artificial Intelligence

Artificial Intelligence, Software Engineering, Education Pedagogy

Educational
Qualifications
(From Highest)

2012

PhD (Thapar Institute of Engineering and Technology, Patiala, Panjab, India)

2006

M.E. (Software Engineering) (Thapar Institute of Engineering and Technology, Patiala, Panjab, India)

1998

BE. (Computer Engineering) (Thapar Institute of Engineering and Technology, Patiala, Panjab, India)

Professional
Experience

2016

Professor at Bennett University, Greater Noida, from 2016-07-04 to 2023-07-31.

Student
Supervision

8

Ph.D

35

PG

10

UG

Key Publications

1. Smita Tiwari, Shivani Goel, Arpit Bhardwaj, Classification of imagined speech of vowels from EEG signals using multi-headed CNNs feature fusion network, Digital Signal Processing, (Elsevier, SCIE, IF 3.52) vol. 148, 104447, May 2024. doi: https://doi.org/10.1016/j.dsp.2024.104447

Rachna Sable, Shivani Goel, Pradeep Chatterjee, “Deep Learning Model for Fusing Spatial and Temporal Data for Stock Market Prediction”, Computational Economics (Springer, SCIE IF 1.8), Oct 2023, https://doi.org/10.1007/s10614-023-10464-6.

Youddha Beer Singh, Shivani Goel, A Systematic Literature Review of Speech Emotion Recognition Approaches, Neurocomputing, Elsevier, IF: 5.7 (SCIE), 492, 245-263, Apr 2022. https://doi.org/10.1016/j.neucom.2022.04.028

Megha Bhushan, Shivani Goel, Ajay Laura, "A Classification and Systematic Review of Product Line Feature Model Defects", Software Quality Journal, Springer, (SCIE IF 1.8) Vol 28, pp. 1507–1550, 2020. https://link.springer.com/article/10.1007/s11219-020-09522-1

Sukhvir Kaur, Shreelekha Pandey, Shivani Goel, “Plants disease identification and classification through leaf images: A survey”, Archives of Computational Methods in Engineering, 26, 507-530, Jan 2018, IF: 8.9(SCIE), DOI: 10.1007/s11831-018-9255-6

Research Projects / Patents

Innovative research in pedagogy for Mini-MOOCs blended with instruction strategies to enhance quality of Higher Education

Under Role of Lead Zonal Institutions in Newton Bhabha Project (Royal Academy of Engineering and FICCI, India) £100,000.00 (Mar 2016 to Mar 2018) as Co-PI

Automated Personality Prediction using EEG Signals

Bennett University, Greater Noida 6.2 lacs (Jan 2019 to Oct 2021) as PI

Image-based Robust Security Password Generation and Authentication System Using Hand Postures for IoT Enabled Devices

DSCI Rs. 5 lacs (Feb 2023-Sep 2023) as PI

AUTOMATED PERSONALITY PREDICTION

India, Application No.202111001636 A, publication date: 22/01/2021

CONTACTLESS BIOMETRIC AUTHENTICATION SYSTEM THROUGH HAND GESTURES

Application no. 202411020548, Bennett University, publication date: 09/08/2024

REAL-TIME WEARABLE INTEGRATED DEEP LEARNING SYSTEM FOR DIABETES MONITORING AND INTERVENTION

Sirisha Veluri, Vijay Kumar Jadala, Shivani Goel, Published: Mar 2025

Books

Artificial Intelligence- Express Learning

Shivani Goel

Pearson

Test Your Skills in Python

Shivani Goel

BPB