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• PhD in Data Mining from VNIT Nagpur (2017)
• M.Tech in CSE from Devi Ahilya Vishwa Vidyalaya, Indore
• B.E. in Computer Science from RGPV Jabalpur

• August 2024 to till date - Assistant Professor, IIIT Nagpur
• July 2016 to July 2024 – Assistant Professor, RCOEM, Nagpur
• Jan 2011 to June 2016 – Research Scholar (Full Time), VNIT Nagpur.
• August 2011 to December 2011 – Adjunct Assistant Professor, RCOEM, Nagpur
• May 2010 to May 2011-Research Intern Computer Centre, RRCAT, Indore

• Programming Language C
• Design and Analysis of Algorithm
• Data Structures
• Software Engineering
• Operating System

Area of Research

• Hyperspectral Imaging, Image Processing
• Machine Learning, Deep Learning models
• Multidimensional Modeling, Time series modeling
• Spatial data mining

Funded Research Projects

 Sponsored project:

1. Status: Completed (15 March 2021- 15 September 2022)

Project Title: Development of Coal Quality Exploration Technique based on Convolutional Neural Network and Hyperspectral. Funded by Ministry of Coal. Cost: 103.4 Lakhs. In association with Central Institute of Fuel and Mining Research-CIMFR. Role: Project Co-ordinator.

2. Status: Ongoing (Started: 1 September 2023)

Project Title: Indigenous development of NIR spectroscope for instant prediction of Coal Quality Parameters. Funded by Ministry of Coal. Cost: 110.75 Lakhs. In association with Central Institute of Fuel and Mining Research-CIMFR. Role: Project Co-ordinator.

Reviewer for Journals / Conferences:

• IEEE Access
• Journal of Intelligent and Fuzzy Systems
• Computers in Biology and Medicines
• Knowledge Based Systems
• Scientific reports
• Journal of Supercomputing

PATENT DETAILS:

GRANTED:

• Sarang Mishra, Swati Hira. “A system and method for managing a patient health information”. Application No: 202121047395.

PUBLISHED:

• Swati Hira, Snehal NerKar, Harshal Fating. “A System for Virtual Reality Assisted Training and Learning”. Application No: 202021049277.
• Swati Hira, Sarang Mishra. A Communication system for Operating Agriculture Appliances. Application No: 202221053439
• Swati Hira, M. B. Chandak, Method For Predicting Fruit Sugar And Carbohydrate Using Hyperspectral Camera Application No: 202321016546.
• Swati Hira, Shubhangi Neware, “A Snake Detection Alarm System”, Application No: 202321016546.

RESEARCH PUBLICATION:

• Swati Hira, M. B. Chandak , D.K. Sakhre , L.K. Sahoo, “Development of Coal Quality Exploration Technique based on Convolutional Neural Network and   Hyperspectral Imaging ”, nt. J. Oil, Gas and Coal Technology (Accepted).
• S. Hira, Dr. P. S. Deshpande, “Automated heuristic based Context Dependent ETL Process to Generate Multidimensional Model for Tabular Data”. Concurrency and Computation. November-2022. https://doi.org/10.1002/cpe.7459. SCI
• Hira, S., Bai, A. A Novel Map Reduced Based Parallel Feature Selection and Extreme Learning for Micro Array Cancer Data Classification. Wireless Pers Commun (2021). https://doi.org/10.1007/s11277-021-09196-3.SCI
• Bai, Anita, and Swati Hira. "An intelligent hybrid deep belief network model for predicting students employability." Soft Computing 25.14 (2021): 9241-9254.SCI
• Hira, Swati, Anita Bai, and Sanchit Hira. "An automatic approach based on CNN architecture to detect Covid-19 disease from chest X-ray images." Applied Intelligence (2020): 1-26. SCI.
• Kher, Anupam Anant, and Swati Hira. "An Approach to Identify Product Purchase Processing Time by Applying Business Intelligence in Steel Coated production." Bioscience Biotechnology Research Communications (Special issue) Volume 13, Issue 12, 2020 (Dec 2020 issue). Web of Science
•  Anita Bai, Swati Hira, International Journal of Data Analysis Techniques and Strategies, Micro array cancer classification using feature extraction based Ensemble Learning Method, Forthcoming Article, and paper in press. https://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijdats. Scopus
• Swati Hira, An Approach to Predict Coronavirus Disease (COVID-19) in India Using ARIMA Model, Bioscience Biotechnology Research Communications (Special issue) Volume 13, Issue 12, 2020. Web of Science
• Dipika Ramchandani, Vinuthna Alla, Shyamali Nandanwar, Swati Hira, An Ensemble approach to Identify Hindi Speech Emotions, Journal of Advance Research in Dynamical and Control Systems, Vol, 11, Issue-05,2019. Scopus.
• Swati Hira, Samir Ajani, Pratibha Kokardikar, Shubhangi Neware, “IPV4 and IPV6 Based Hybrid Approach for Spam and Virus Detection”, International Journal of Engineering and Technology, 7 (2.4), 2018. Scopus.
• Swati Hira, Anita Bai, Estimating the difference of agriculture productivity in ASIAN regions, 7 (2.4), 2018. Scopus
• Anita Bai, Swati Hira, Dr. P. S. Deshpande, “Recurrence based Interrelationship Identification of Climate Data”, Discrete dynamics in nature and society, 19 July 2017. SCI, Scopus
• Swati Hira, Dr. P. S. Deshpande, “Mining Precise Cause-effect rules in large time series data of socio-economic indicators”, Springer Plus, September 2016. SCI, Scopus
• Swati Hira, Dr. P. S. Deshpande, “Intelligent Multidimensional Modeling”, Global Science and Technology Forum, Singapore, 2012, JoC Vol.2 No.3.
• Anita Bai, Swati Hira, Renuka Gowardhan, P.S. Deshpande, “ The Impact of Economic Parameters on Government Total Expenditure in 5 Richest Countries”, Australian Journal of Basic and Applied Sciences, Vol 9(6), Pages: 77-82, Jordan 2015.
• Swati Hira, Anita Bai, Dr. P. S. Deshpande,” Designing Multidimensional Model From Relational Schema”, International Journal of Advanced and Applied Sciences, April, 2016. Web of Science
• Anita Bai, Swati Hira, Dr. P. S. Deshpande, “Economic Evaluation of world cities based on factor Analysis”, Journal of Advanced and Applied Sciences, May, 2016. Web of Science.
• Anita Bai, Swati Hira, Dr. P. S. Deshpande,” An Estimation Model to Evaluate Country Economic Rank”, International Journal of Information Processing (IJIP), November, 2015.
• Swati Hira, Dr. P. S. Deshpande,” A Multidimensional Approach to Analyze Agriculture Productivity”, International Journal of Information Processing (IJIP), December, 2015.

CONFERENCE PUBLICATIONS:-

• Anuj Pophali, Arun Bhangdiya, Varad Bhagalkar, Prathmesh Sharma, Swati Hira, “Medicinal Leaves Classification Using Hyperspectral Imaging”, 2nd Congress on Control, Robotics, and Mechatronics (CRM 2024) February 03-04, 2024.
• Swati Hira, Shubhangi Neware, “Optimizing Transport Routing using Travelling Salesman Problem”, 14th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2023, 2023, 2023-June, pp. 968–972.
• Hira, S, Mishra, S.K., Dahiwale, K.K., Shende, V.S., “A Novel Approach to Operate Appliances: Remotely Enabled Communication System”, 14th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2023, 2023, 2023-June, pp. 973–979.
• Swati Hira, Dr. P. S. Deshpande,” Analysis Of Various Economic Parameters Using Multidimensional Analysis And Data Mining”, IDRBT Doctoral Colloquium , Hyderabad, Dec 2012.
• Swati Hira, Priyanka Garg, S. Chaudhari, S.S. Tomar, A. Rawat, ”High Throughput Multilevel Anti spam Antivirus and Email Setup with IPV4 and IPV6 Support” , IEEE Computer Society 4th National Conference on Information and Software Engineering , Chennai, Mar., 9-10, 2012.
• Swati Hira, Anita Bai, Dr. P. S. Deshpande,” Estimating the Similarities of G7 Countries using Economic Parameters”, 3^rd International Conference on Information System Design and Intelligent Application-2016, January 8-9, 2016, Visakhapatnam.
• Swati Hira, Dr. P. S. Deshpande,” Data Analysis using Multidimensional Modeling, Statistical Analysis and Data Mining on Agriculture Parameters”, Elsevier Procedia Computer Science, Vol (54), pp 431-439, 2015.
• Anita Bai, Swati Hira, Dr. P. S. Deshpande,” An Application of Factor Analysis in the Evaluation of Country Economic Rank”, Elsevier Procedia Computer Science, Vol (54), pp 311-317, 2015.

Book Chapter

• Swati Hira and Sanchit Hira, “Smart Energy Management using Vehicle-to- Vehicle and Vehicle-to-Everything Communication”, May 2024.

• B.Tech Projects: More than 15 projects guided
• M.Tech Projects: 2
• Research Internship: 5