Dr. Sakshi

About

Dr. Sakshi is a highly accomplished academic, holding Bachelor's and Master's degrees in Computer Science with dual Gold Medals during her Master's at Guru Nanak Dev University, Punjab. She has a Ph.D. from Chitkara University, Punjab, and boasts over four years of teaching and research experience. Her expertise lies in computer vision, image processing, and deep learning, complemented by certifications in Machine and Deep Learning. Dr. Sakshi has authored 9 SCI research papers and published in 30+ SCOPUS-indexed journals and conferences. As an innovator, she has filed more than 15 patents and published 05 patents, showcasing her commitment to practical research applications. Notably, Dr. Sakshi is dedicated to establishing a research lab to mentor and inspire future research enthusiasts and students, further enhancing her commitment to education and research.

Experience

• 4+ years

Qualification

• Ph.D. CSE

Award & Recognition

• Research Excellence Awardee for Max Research Publication Award during Ph.D.
• Invited Session Chair and Guest Speaker at several workshops and conferences
• Reviewer of Several SCI Journals
• Selected as attendee in Women in Neuroscience workshop at IIT Delhi
• 2 times University topper in Masters

Research

• 9 SCIEs, 2 Scopus, 20+ Conference articles, several book chapters and 15 patents.

List of Publications:

• Recent Trends in Mathematical Expressions Recognition: An LDA-Based Analysis Published in SCIE journal “Expert Systems with Applications” h-index 236, IF-8.665 Manuscript Number: ESWA-D-21-03384R2 (first author SCIE)
• A DIVE IN WHITE AND GREY SHADES OF ML AND NON-ML LITERATURE: A MULTIVOCAL ANALYSIS OF MATHEMATICAL EXPRESSIONS Published in SCIE journal “Artificial Intelligence Review” h-index 86, IF- 8.946, Number: AIRE-D-21- 00799R1 (first author SCIE)
• A retrospective study on handwritten mathematical symbols and expressions: Classification and recognition published in SCIE Journal “Engineering Applications of Artificial Intelligence” h-index 114, IF-8.7 (first author SCIE)
  Link: https://www.sciencedirect.com/science/article/abs/pii/S0952197621001391
• Machine learning models for mathematical symbol recognition: A stem to stern literature analysis published in SCIE Journal “Multimedia Tools and Applications” h-index 80, IF-3.158 (corresponding author SCIE)
  Link: https://link.springer.com/article/10.1007/s11042-022-12644-2
• Image Segmentation Techniques: Statistical, Comprehensive, SemiAutomated Analysis and an Application Perspective Analysis of Mathematical Expressions published in SCIE Journal “Archives of Computational Methods in Engineering” h-index 71, IF- 7.302 (first author SCIE)
  Link: https://www.sciencedirect.com/science/article/abs/pii/S0952197621001391
• Machine Learning and Non-Machine Learning Methods in Mathematical Recognition Systems: Two decades Systematic Literature Review will be published in SCIE Journal “ Multimedia Tools and Applications” h-index 80,IF-3.158 available online in few weeks. (first author SCIE)
• Latent Dirichlet allocation (LDA) based information modelling on BLOCKCHAIN technology: a review of trends and research patterns used in integration published in SCIE Journal “ Multimedia Tools and Applications” h-index 80,IF-3.158
  Link: https://link.springer.com/article/10.1007/s11042-022-13500-z
• Impact of Varying Strokes on Recognition Rate: A Case Study on Handwritten Mathematical Expressions published in Scopus Indexed Journal in International Journal Computing and Digital Systems (first author scopus)
• Neural Network based approach to diagnose and classify Monkeypox disease published in Scopus Indexed Journal in International Journal Computing and Digital Systems (first author scopus)
• A new median-average round Robin scheduling algorithm: An optimal approach for reducing turnaround and waiting time published in SCIE Journal “Alexandria Engineering Journal” h-index 68, IF-3.732 (first author SCIE)
  Link: https://www.sciencedirect.com/science/article/pii/S1110016822002599
• Security and Privacy Issues in Blockchained IoT published in Book titled “Blockchain Technology” by (Taylor and Francis Group). (DOI : 10.1201/9781003138082-3)
  Link: https://www.taylorfrancis.com/chapters/edit/10.1201/9781003138082-3/
• Advanced Attendance Management Systems: Technologies and Applications published in Scopus Journal “Edelweiss Applied Science and Technology” (first author SCIE)
  Link:https://edelweisspublications.com/edelweiss/article/advanced-attendance-management-systems-technologies-applications.pdf
• Deep Neural Network for Recognition of Enlarged Mathematical Corpus Presented in 2022 International Conference on Decision Aid Sciences and Applications (DASA), 2022 Link: https://ieeexplore.ieee.org/document/9764978 (first author scopus conference)
• A Novel Approach to Detect Mathematical Expressions: Recognition Based Convex Hulls Presented in 2022 8th International Conference on Information Technology Trends (ITT), 2022 (first author scopus conference)
  Link: https://ieeexplore.ieee.org/document/9863958
• Segmentation and Contour Detection for handwritten mathematical expressions using OpenCV Presented in 2022 International Conference on Decision Aid Sciences and Applications (first author scopus conference)
  Link: https://ieeexplore.ieee.org/abstract/document/9765142/
• A Hybrid SVC-CNN based Classification Model for Handwritten Mathematical Expressions (Numbers and Operators) 2022 International Conference on Decision Aid Sciences and Applications (first author scopus conference)
  Link: https://ieeexplore.ieee.org/abstract/document/9765141/
• CNN-Based Handwritten Mathematical Symbol Recognition Model Cyber Intelligence and Information Retrieval, Springer, 2022 (first author scopus conference)
  Link: https://link.springer.com/chapter/10.1007/978-981-16-4284-5_35
• The Survey on Handwritten Mathematical Expressions Recognition Cyber Intelligence and Information Retrieval, Springer, 2022 (first author scopus conference)
  Link: https://link.springer.com/chapter/10.1007/978-981-16-4284-5_12
• Deep Learning: An Application Perspective Cyber Intelligence and Information Retrieval, Springer, 2022 (first author scopus conference)
  Link: https://link.springer.com/chapter/10.1007/978-981-16-4284-5_28
• Handwritten Mathematical Symbols Classification Using WEKA Applications of Artificial Intelligence and Machine Learning, Springer (first author scopus conference)
  Link: https://link.springer.com/chapter/10.1007/978-981-16-3067-5_4
• Recognition and classification of mathematical expressions using machine learning and deep learning methods 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO). IEEE (first author scopus conference)
  Link: https://ieeexplore.ieee.org/abstract/document/9596161
• Prediction of heart disease mortality rate using data mining April 2021 at CEUR Workshop Proceedings (CEUR-WS.org)
  Link: http://ceur-ws.org/Vol-2823/Paper18.pdf
• Features contributing towards heart disease prediction using machine learning April 2021 at CEUR Workshop Proceedings (CEUR-WS.org)
  Link: http://ceur-ws.org/Vol-2823/Paper11.pdf
• Cause Analysis of Students Dropout Rate Using PSPP August 2021 at Machine Learning, Advances in Computing, Renewable Energy and Communication. Lecture Notes in Electrical Engineering
  Link: https://link.springer.com/chapter/10.1007/978-981-16-2354-7_41
• GAN-based synthetic data augmentation for increased CNN performance in Vehicle Number Plate Recognition 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)
  Link:https://ieeexplore.ieee.org/abstract/document/9297625?casa_token=wf92X9TM_BUAAAAA:MtjoyraZxcJdCAcgeSdLm6PBlfoYSoVvGMzOzergJ8WPbap1UN_EYTOON0W8OFHqBbcqnc
• Mustard Downy Mildew Disease Severity Detection using Deep Learning Model 2021 International Conference on Decision Aid Sciences and Application (DASA)
  Link:https://ieeexplore.ieee.org/abstract/document/9682305/?casa_token=dfdeQ608D0AAAAA:bYHrF25GtR0FCmhGTtMHVBYLuY9x9odXCDTXO1N4rUJu85foIBgF5BZf390o-NWghJWCpCQ
• What factors impact Online Education? A factor analysis approach Journal of Engineering Education Transformations 
  Link:https://sciresol.s3.us-east2.amazonaws.com/srs-j/jeet/pdf/volume34/specialissue/JEET619.pdf
• Applying deep learning in Mars exploration: a neural network-based study to classify Martian terrain features published in IEEE 10th INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (ICRITO'2022)
• DenseNet-based Attention Network to recognize handwritten mathematical expressions published in IEEE 10th INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (ICRITO'2022)
• End to End Deep Neural Network: An approach to clean noisy documents published in IEEE 10th INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (ICRITO'2022)
• Role and impact of human resource information system (HRIS) on organizational activities published in AIP Conference Proceedings (Vol. 2558, No. 1).

List of Patents Filed / Granted:

• APPARATUS FOR CLEANING BOARD Patent filed at Indian Patent Office (IPO) on 5th November 2020 Application No. 202011048389
• SYSTEM AND METHOD FOR RECOGNITION AND EVALUATION OF HANDWRITTEN MATHEMATICAL TEXT Patent Title filed at Indian Patent Office (IPO) on 29th June 2021 Application No. TEMP/E 1/32374/2021- 2880 DEL
• COOKING APPLIANCE Patent Title filed at Indian Patent Office (IPO) on 11th November 2020 Application No. 202011049181.
• DRYING APPARATUS Patent Title filed at Indian Patent Office (IPO) on 24th March 2021 Application No. 202111012814.
• DEVICE FOR APPLYING FLUID MATERIAL Patent Title filed at Indian Patent Office (IPO) on 15th December 2020 Application No. 202011054563.
• WATER PIPE CLEANER Patent Title filed at Indian Patent Office (IPO) on 1st June 2021 Application No. 202111024428.
• ACCESSORY HOLDER ASSEMBLY WITH FLAT PANEL WALL MOUNT Patent Title filed at Indian Patent Office (IPO) on 28th April 2021 Application No. 202111019534.
• MATTRESS TO CONTROL TEMPERATURE AND PROVIDING MASSAGE Patent Title filed at Indian Patent Office (IPO) on 3rd August 2021 Application No. 202111035007.
• BIOMETRIC MOUSE GLOVE Patent Title filed at Indian Design Office (IDO) on 24th April 2021 Application No. 342775-001.
• PORTABLE MOBILE PHONE CHARGER STAND Patent granted at at Indian Design Office (IDO) on 14th May, 2021 Design no. 343461001
• 360 DEGREE MOVABLE SET-TOP BOX STAND Patent Title filed and granted at Indian Design Office (IDO) on 12th November 2020 Design No. 335196-001.
• COOLER WITH CARBON FILTER Patent granted at Indian Design Office (IDO) on 11th September, 2020 Design no. 333089-001
• WIPER Patent Title filed at Indian Design Office (IDO) on 26th July 2021 Application No. 346777-001.
• TOOTHBRUSH STERILIZATION CABINET Patent Title” filed at Indian Patent Office (IPO) on 29th January 2022 Application No. 202211004982
• Smart Instant Geyser PIE Form Patent Title” filed at Indian Patent Office (IPO) on n1st February, 2022 Application No. 357700001
   

Certifications

• Certifications completed in Artificial Intelligence and Machine Learning

Area of Interest

• Computer Vision, Image Vision and Deep Learning