Ms. Aradhana Behura

Department:
Computer Science & Engineering
Faculty Id:
VCE1544
Designation:
Assistant Professor
Vidwan-ID:

Years of Experience:
1 Year 6 Months
Employment Status:
Full Time – NOT RATIFIED BY JNTU-H

Date of Birth:

8th July 1996

Qualification:

Ph.D. Degree in VANET, CONTD. , National Institute of Technology, Rourkela.
PG Degree: M. Tech in Computer Science and Engineering, Veer Surendra Sai University of Technology, Odisha.
UG Degree: Bachelor of Technology (IT), Veer Surendra Sai University of Technology, Odisha.

Areas of Specialization:

Machine Learning, Deep Learning, Network Security, Image Processing, and Wireless Sensor Network

Subjects Taught:

Analysis of Algorithms, Machine Learning, Data mining and Data Warehousing, IoT, and Computer Networks.

Papers Published:

  1. Aradhana Behura, Manas Ranjan Kabat; “Kerala Road accident rate analysis and prediction using Deep Learning”, IEEE, ICCCNT, IIT, Kharagpur, 10.1109/ICCCNT49239.2020.9225336;
  2. Aradhana Behura, Manas Ranjan Kabat; ”Congetion Control Technique for Wireless Sensor Networks Using Seagull Optimization Algorithm”, Springer(ICAMCI-2020).
  3. Aradhana Behura, Manas Ranjan Kabat,”Energy Efficient Optimization Based routing technique for wireless sensor network using Machine Learning”, At ICCAN, Springer, KIIT University, BBSR https://doi.org/10.1007/978-981-15-2414-1_56.
  4. Aradhana Behura” Counterfeit Product Detection Analysis and Prevention as well as Prepackage Coverage Assessment using Machine Learning”,At the International Conference on Computing Analytics and Networking (Springer), KIIT, https://doi.org/10.1007/978-981-15-2414-1_49.
  5. Aradhana Behura, Sushree Bibhuprada B. Priyadarshini, “ Assessment of load in Cloud Computing Environment using C-means clustering algorithm”, In the International Conference on Intelligent and Cloud Computing(Springer), 2019, https://doi.org/10.1007/978-981-15- 5971-6_23
  6. Aradhana Behura, M. Srinivas, Manas Ranjan Kabat, “Giraffe kicking optimization algorithm provides efficient routing mechanism in the field of vehicular ad hoc networks”, Journal of Ambient Intelligence & Humanized Computing, Published by Springer.
  7. Aradhana Behura,” Energy efficient optimization based routing scheme for vehicular ad-hoc network “International Journal of Information Technology, Springer. https://doi.org/10.1007/s41870-021-00634-w.
  8. M. Buvana, Aradhana Behura, R. Jayavadivel, “Improved resource management and utilization based on a fog computing system with IOT incorporated with classifier system”, Microprocessor and Microsystems, Elsevier, Scopus, SCI. https://doi.org/10.1016/j.micpro.2020.103815.

Patents Published:

  1. A RNN based Spatio Temporal Data Mining model for urban road planning (GRANTED).

Research Projects Undertaken:

None

Books Published:

  1. Aradhana Behura, Manas Ranjan Kabat, Internet Of Things : Basic Concept and Decorum of Smart Service ” book entitled as “ Internet of Things – Behavioural Applications”, Springer (Scopus), https://doi.org/10.1007/978-3-030-77528-5_10.
  2. Aradhana Behura “ Application of the Internet of Things (IoT) in Biomedical Engineering: Present Scenario and Challenges” book entitled as “ Internet of Things – Behavioural Applications”, Springer (Scopus), https://doi.org/10.1007/978-3-030-77528-5_10.
  3. Aradhana Behura “ The Fusion Of IOT with Wireless Body Area Network”, book entitled as “Internet of Things – Behavioural Applications”, Springer (Scopus), https://doi.org/10.1007/978-3-030-77528-5_10.
  4. Aradhana Behura “Congruence of Deep Learning in Biomedical Engineering: Future prospects and challenges”, Handbook of deep learning in biomedical engineering techniques and applications, Elsevier, ISBN 9780128230145.
  5. Aradhana Behura “ Intelligent Automotive sector with IoT (Internet Of Things) and its consequential impact in Vehicular Ad Hoc Networks ” book entitled as “ Internet of Things – Behavioural Applications”, Springer (Scopus),https://doi.org/10.1007/978-3-030-77528-5_10.
  6. Aradhana Behura, “ The Cluster Analysis and Feature Selection: Perspective of Machine Learning and Image Processing “ book entitled as “Data Analytics in Bioinformatics: A Machine Learning Perspective”, Willy (Scopus). https://doi.org/10.1002/9781119785620.ch10 ISBN: 9781119785620
  7. Shibani Sahu, Aradhana Behura, Manas Ranjan Kabat, ”Advancement of Machine Learning and Cloud Computing in the field of Smart Health Care” book entitled as “Machine Learning Approach for Cloud Data Analytics in IOT” Willy (Scopus), ISBN 9781119785804.
  8. Aradhana Behura, Sanjaya Kumar Panda “Machine Learning Bumps into the field of Big Data” book entitled as “Handbook of Research Big Data : Concepts and Techniques” CRC Press (2019), ISBN 9781771889803.
  9. Aradhana Behura, “Congruence of Deep Learning in Medical Signal and Image processing: Future prospects and challenges” book entitled as “ Technical Advancements of Machine Learning in Healthcare”, Springer, Scopus (2020), https://doi.org/10.1007/978-981-33-4698-7_10.
  10. Aradhana Behura,“Smart Technology Application for COVID-19 Detection, Prediction and Analysis “book entitled as “Computational Intelligence Techniques For Combating COVID-19”.
  11. Aradhana Behura, Manas Ranjan Kabat , “A deep learning approach to detect corona virus“ book entitled as “Computational Intelligence Techniques For Combating COVID-19”.
  12. Aradhana Behura, M.R.Kabat “Blockchain Technology: The Future of Security System (BCTFSS)” book entitled as “Blockchain Technology and Big Data Analytics”, John Wiley and Sons (2020).
  13. Aradhana Behura , Sushree Bibhuprada B. Priyadarshini ” Application of IOT for Biomedical Peregrination and Smart Healthcare” book entitled as “The Congruence of IOT in Biomedical Engineering: Future prospects and challenges”, CRC Press (2019), ISBN 9780367 4030729.
  14. Sushree Bibhuprada B. Priyadarshini , Aradhana Behura ” Starring role of internet of things in the field of bio-medical peregrination for modern society” book entitled as “The Congruence of IOT in Biomedical Engineering: Future prospects and challenges”, CRC Press (2019), ISBN 9780367422455.
  15. Aradhana Behura,” How IIoT (Industrial Internet of Things ) is poised to jump-start the next revolution” book entitled as “ Handbook of Research on Intelligent Industrial IOT”, CRC.
  16. Aradhana Behura, Manas Ranjan Kabat, “ Blockchain enabled secure data sharing and authenticity in telemedicine and smart health care” book entitled as “ Wearable telemedicine technology for healthcare industry”, Elsevier.