Garima Jain, Deputy Head of the CSBS department, is a seasoned professional with six years of experience, including one year in the industry, and a profound commitment to research. She specializes in the dynamic domains of Artificial Intelligence and Machine Learning (AIML) and Blockchain in Healthcare.
Garima is a prolific researcher with approximately 25 published papers and six book chapters in esteemed journals, indexed by Scopus, IEEE, Springer, Elsevier, Wiley, Taylor and Francis, which reflect her expertise in these cutting-edge areas. Her work has been recognized with a Best Paper Award in an international conference and publication in high-impact factor journals indexed by SCI and ESCI. Notably, she also serves as a dedicated reviewer for Scopus-indexed conferences and contributes her insights to three prominent scientific journals.
In addition to her research accomplishments, Garima is deeply involved in the academic life of the CSBS department, where she has been instrumental in developing innovative curriculum enhancements that integrate the latest advancements in AIML and Blockchain. Her contributions to the department's academic programs have been invaluable, ensuring that students receive a cutting-edge education that prepares them for success in the rapidly evolving fields of technology and healthcare.
Education
ML & Blockchain, Dayalbagh University, Agra, India
APJ Technical University, Lucknow, India
APJ Technical University, Lucknow, India
Research
Resource Provisioning in Cloud and Edge Computing environment & Blockchain
Key Publications
- Jain, Garima, and Bhawna Mallick. “A Review on Weather forecasting."" IJARCCE (2016)
- Jain, Garima, and Bhawna Mallick. ""A Study of Time Series Models ARIMA and ETS."" IJMECS (2017).
- Garima Jain, Er, and Dr Bhawna Mallick. "The Weather Forecasting using Sliding Window Algorithm. IJRCCT 6.4 (2017): 099-105." Jain, Garima. ""Time-Series analysis for wind speed forecasting."" Malaya Journal of Matematik (MJM) 1, (2018): 55-61.
- Jain, Garima, and Namit Kumar. "Homomorphic Technique for Secure Data Transmission in Cloud Computing." Jain, Garima, and Maurya, Diksha. “Extraction of Association Rule Mining using Apriori algorithm with Wolf Search Optimisation in R Programming” IJRTE.
- Jain, Garima. (2020).” Dbscan clustering algorithm on hadoop environment”. International Journal of Advanced Science and Technology, 29(3s), 1647 - 1654. Retrieved from http://sersc.org/journals/index.php/IJAST/article/view/6221.
- Jain, Garima, and Rajeev Ranjan Prasad. ""Multi-antenna communication security with deep learning network and internet of things."" Blockchain Technology for Data Privacy Management. CRC Press, 2021. 61-80.
- Jain, G. (2017). Paper title ""A comparative Study of Time Series Forecasting Model ARIMA and ETS."" In Proceedings of National Conference held in Indarapasta Engineering College (NCRTEE2017), awarded as ""Best paper presentation Award"" (pp. 157-164). ISBN: 978-93-86432-66-7.
- Jain, G. (2017). Paper title ""Time Series Forecasting of Some Meteorological Parameters using Statistical Model."" In Proceedings of 3rd International Conference on Technological and Managerial Strategies for Next Generation Transformation at Mangalmay Group of Institution in Blooms Burry Journals (pp. 442-452). ISBN: 978-930-86238-13-9.
- Jain, G. (2017). Paper title ""Time Series Analysis for Wind Speed Forecasting."" In Proceedings of ICSCMM 17, KIET College of Engineering and Technology.
- Jain, G. (2019). Paper title ""Homomorphic Technique for secure data transmission in Cloud Computing."" In Proceedings of Emerging Trends in Technology and Application ICETTA 2019, Rajkiya Engineering College, Kannauj.
- Jain, G. (2019). Paper title ""Extraction of Association Rule Mining using Apriori algorithm with Wolf Search Optimisation in R Programming."" In Proceedings of ICRAMSTEL 2019, JIMS College of Engineering and Technology Greater Noida.
- Jain, G. (2019). Paper Title ""Student e-Card Management System: A modern-day methodology to handle future’s Technocrats."" In LNNS Proceedings in Adaptation, Learning and Optimization Springer, International Conference on Sustainable and Innovative Solution for current Challenges in engineering & Technology (ICSISCET - 2019), Madhav Institute of Technology & Science, Gwalior.
- Jain, G. (2019). Paper Title ""Awareness Learning Analysis of Malware and Ransomware."" In LNNS Springer Series, International Conference on Computing, Communications and Cyber-Security (IC4S-2019), October 12-13, 2019.
- Jain, G. (2020). Paper Title ""Obstacle Avoidance with Sensors using Soft Computing Techniques."" In Smart Innovation, System and Technologies Springer, Fourth International Conference on Smart Trends for Computing and Communications (SMART COM-2020), Global Knowledge Research Foundation, Bangkok.
- Jain, G. (2020). Paper Title ""DBSCAN Clustering Algorithm on Hadoop Environment."" In International Conference on Recent Trends in Humanities, Technology, Management & Social Development (RTHTMS 2020), Krishna Institute of Engineering Technology College, Ghaziabad.
- Jain, G. (2020). Paper Title ""Machine Learning Prophet and XG Boost Algorithm: Analysis of Traffic forecasting in Telecom Networks with Time series Data."" In IEEE 8th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO'2020), Amity University Uttar Pradesh, Sector – 125, Noida, Delhi NCR.
- Jain, G. (2020). Paper Title ""IoT enabled Multi-Antenna communication channel with Deep learning network."" In International Conference on Recent Advances in Computational Techniques e-IC-RACT-2020 in SSRN proceeding Elsevier, Amity University, Mumbai.
- Jain, G. (2021). Paper Title ""Application of SNORT and Wireshark in Network Traffic Analysis."" In IOP Conference Series: Materials Science and Engineering, Volume 1119, International Conference on Advances in Materials Science, Communication and Microelectronics (ICAMCM 2021), February 19-20, 2021, Jaipur, India.
- Jain, G. (2021). Paper Title ""Securing Artificial Intelligence Applications using Protector Hiding."" Presented in 3rd International Conference on Recent Trends Science and Technology ICRTST-2021.
- Jain, G. (2021). Paper Title ""Genetic algorithms with Cloud computing for data security and performance enhancements."" Presented in International Conference on Robotics and Intelligent Manufacturing ICRIM-2021.
- Jain, G. (2021). Paper Title ""Crops protection system using IoT and UAV in 5G."" Presented in conference Robotics and Intelligent Manufacturing ICRIM-2021.
- Jain, G. (2021). Paper Title ""Secure Covid-19 Treatment with Blockchain & IoT Based Framework."" Presented in conference 5th World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4 2021).
- Jain, G. (2021). Paper Title ""Design of a CPW-Fed Microstrip Elliptical Patch UWB range Antenna for 5G Communication application."" Presented in conference 5th World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4 2021).
- Jain, G. (Year). ""Paper Title in Review 'Design of a CPW-Fed Microstrip Elliptical Patch UWB range Antenna for 5G Communication application.'"" Presented in conference 5th World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4 2021).
- Jain, A. ., Jain, G. ., R., P. ., & Dadhich, A. . (2023). Stacked Autoencoder Based Neural Network for Identifying Malicious Traffic in SDN. International Journal of Intelligent Systems and Applications in Engineering, 11(8s), 206–214. Retrieved from https://www.ijisae.org/index.php/IJISAE/article/view/3042
- Sharma, S. ., Jain, G. ., D., P. ., & Bhardwaj, S. . (2023). High Performance Computing (Hpc) in the Cloud: A Proactive Fault Tolerance (Pft) Strategy. International Journal of Intelligent Systems and Applications in Engineering, 11(8s), 71–78. Retrieved from https://www.ijisae.org/index.php/IJISAE/article/view/3023
- S. Kukreja and G. Jain, ""The Innovation Development of Data Prediction and Clustered Compressive Sensing (CCS) in Environmental Application,"" 2023 International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE), Ballar, India, 2023, pp. 1-7, doi: 10.1109/ICDCECE57866.2023.10151340.
- Pal, A., Jain, G., Roy, I., Sharma, S. (2023). Prediction of COVID-19 Cases Using the ARIMA Model and Machine Learning. In: Mandal, J.K., De, D. (eds) Frontiers of ICT in Healthcare . Lecture Notes in Networks and Systems, vol 519. Springer, Singapore. https://doi.org/10.1007/978-981-19-5191-6_37
- Ahmed, A., Jain, G., Sharma, A., Hashim, M., Raj, A. (2023). A Comprehensive Survey on Visualization of Human Action Recognition: By Hidden Markov Model and Convolution Neural Network. In: Sharma, R.,Kannojiya, R., Garg, N., Gautam, S.S. (eds) Advances in Engineering Design. FLAME 2022. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-99-3033-3_17
- Blockchain for 5G-enabled networks in healthcare service based on several aspects G Jain, A Jain -Blockchain Applications for Healthcare Informatics, 2022
- Applications of AI, IoT, and Robotics in Healthcare Service Based on Several Aspects G Jain, A Jain -Blockchain Technology in Healthcare Applications, 2022
- Jaiswal, Anuj, Garima Jain, and Subhash Goswami. Assessment of Satisfaction Level for Existing Public Transport Systems using Machine Learning: A Case of Bhopal (India), European Transport\Trasporti Europei. 2023. [ESCI]
Professional Distinctions
- Membership of AUN Research labs.
- Selected as a Programm Committee Member of Conference “International Conference of Computer and
- Applied Engineering-2021 ICCAE2021-GOA April 23rd and 24th 2021"" Springer, Elsevier Scopus Indexed. Selected as a Program Committee Member of Conference ""Innovations in Information and Communication Technologies (IICT-2020)"" Springer, Scopus Indexed. Invited as a Reviewer to review a manuscript for Financial Innovation, Springer, and Scopus Indexed and Multimedia Tools and Application (SCI Journal).
- Acceptance and selection of innovative Idea for publication and Video presentation for the Webinar organized by Vivekanand Education Society’s College of Arts, Science and Commerce on the theme “Steering HEIs in the wake of Covid-19: The way ahead for Academia” from 9th to 12th June 2020.
- Innovation Idea- Stand for phone mask and sanitizer
- Innovation Idea- Corona Red Button App
- A comparative Study of Time Series Forecasting Model ARIMA and ETS published in proceedings of National Conference held in Indraprastha Engineering College (NCRTEE2017) and awarded as “Best paper presentation Award”. pp 157-164.2017.04.16, ISBN: 978-93-86432-66-7.
Appreciation Letter
- Recommendation Letter from Dharvendra Pratap Yadav, Scientist/ Engineer SE, ISRO Telemeter Tracking and Command Network (ISTRAC) , Bangalore for working with him on paper “Obstacle Avoidance with sensors using soft computing Techniques.
Awards
- Best Paper Presentation Award Issued by Noida Institute of Engineering and Technology NICSET Conference · Jun 2023 Best Paper Presentation Award Best Paper Presentation Award Issued by Noida Institute of ENgineering and Technology EmergIN Conference · Mar 2023
- Star Performer of the YearStar Performer of the Year Issued by Noida Institute of Engineering and Technology · Oct 2022
- Best Paper Award Issued by INDERPRASTHA ENGINEERING COLLEGE ·
- A STUDY OF TIME SERIES MODELS ARIMA AND ETS"", was recently listed on SSRN's Top Ten download list for: Environmental Science & Climate Change eJournal.""A STUDY OF TIME SERIES MODELS ARIMA AND ETS"", was recently listed on SSRN's Top Ten download list for: Environmental Science & Climate Change eJournal. Issued by SSRN · Jul 2023
- Published Book “Emerging Technologies: Redefining Healthcare- Empowering Health through Technology” at BLUEROSE PUBLISHERS, India
Key Research Projects
- Australian Patent: Mobile traffic noise measurement and prediction method using machine learning algorithms grant on 13th january grant on 13th January 2021 Patent No. 2020103374.
- Indian Patent: Method to analyze thermal sensation response through static environment variables and dynamic physical parameters in populated indoor locations published on 5th February 2021. Patent No. 202141003424.
- Australian Patent: Self aware continual pose estimator in act video recording and animations published on 30th June 2021. Patent No. 2021102838.
- Indian Patent: Lightweight intelligent fully autonomous humanoid Robot.
- Indian Patent: Robotic system for hospital
- Indian Patent: Method to analyze thermal sensation response through static environment variables and dynamic physical parameters in populated indoor locations.