Profile
Assistant Professor in the field of Computer Science & Engineering
Database and Data Warehousing, Applied Machine Learning and Deep Learning, Soft Computing.
- M.Tech & Ph.D
School of Computer and Systems Sciences, Jawaharlal Nehru University, New Delhi
- Aug 2017-July 2019 Assistant Professor
Galgotias University, Greater Noida
- July 2019-Aug 2022 Assistant Professor
DIT University, Dehradun
- Aug 2022-Aug 2024 Assistant Professor
Thapar Institute of Engineering & Technology, Patiala
Research
Areas or Specialisation / Project Activities / Publications / Books
Data Warehousing, Applied Machine Learning and Deep Learning, Soft Computing.
- Parimala N. and Ranjeet Kumar Ranjan, “Mapping extended rationale diagrams to OLAP queries,” ACM SIGSOFT Software Engineering Notes, Volume 38 Number 3, ISSN: 0163-5948, 2013. DOI:https://doi.org/10.1145/2464526.2464538
- Ranjeet Kumar Ranjan and Parimala N. “A bottom-up approach for creating goal hierarchy using olap query recommendation technique,” International Journal of Business Information Systems, InderScience, Vol. 28, No. 4, pp.425–446, ISSN: 1746-0980, 2018. DOI: https://doi.org/10.1504/IJBIS.2018.093656. (SCOPUS)
- Amit Singh, Ranjeet Kumar Ranjan, and Abhishek Kumar, “Credit Card Fraud Detection under Extreme Imbalanced Data: A Comparative Study of Data-level Algorithms,” Journal of Experimental & Theoretical Artificial Intelligence, Taylor & Francis, Vol. 34 Issue 4, pp.571-598, ISSN: 1362-3079, 2021, DOI: https://doi.org/10.1080/0952813X.2021.1907795. (SCIE, IF = 1.8)
- Bibek Kumar, Ranjeet Kumar Ranjan, and Arshad Husain, “A Multi-Objective Enhanced Fruit Fly Optimization (MO-EFOA) Framework for Despeckling SAR Images using DTCWT based Local Adaptive Thresholding,” International Journal of Remote Sensing, Taylor & Francis, Vol. 42, No. 14, pp. 5497–5518, ISSN: 1366-5901, 2021. DOI: https://doi.org/10.1080/01431161.2021.1921875.(SCI/SCIE, IF= 3.0)
- Chirag Joshi, Ranjeet Kumar Ranjan, and Vishal Bharti, “A Fuzzy Logic based Feature Engineering Approach for Botnet Detection Using ANN,” Journal of King Saud University - Computer and Information Sciences, Elsevier, Vol. 34, No. 9, pp. 6872-6882, ISSN: 2213-1248, 2021. DOI: https://doi.org/10.1016/j.jksuci.2021.06.018. (SCI Expanded, IF = 5.2)
- Chirag Joshi, Ranjeet Kumar Ranjan, and Vishal Bharti, “ANN-based Multiclass classification of P2P Botnet,” International Journal of Computing and Digital Systems (IJCDS), University of Bahrain Scientific Journals, Vol. 11, No. 1, pp. 1391-1325, ISSN: 2210-142X, 2022.DOI: https://dx.doi.org/10.12785/ijcds/1101107. (SCOPUS)
- Bibek Kumar, Ranjeet Kumar Ranjan, and Arshad Husain, “A Survey on Techniques Used for De-speckling of SAR Images,” International Journal of Social Ecology and Sustainable Development (IJSESD), IGI Global, Vol. 13 (1), pp. 1-14, ISSN: 1947-8402, 2022. DOI: http://doi.org/10.4018/IJSESD.298331. (SCOPUS)
- Madhu Sharma, Ranjeet Kumar Ranjan, and Vishal Bharti, “A pseudo-random bit generator based on chaotic maps enhanced with a bit-XOR operation,” Journal of Information Security and Applications (JISA), Elsevier, Vol. 69, pp.103299, ISSN: 2214-2134, 2022, DIO: https://doi.org/10.1016/j.jisa.2022.103299.(SCIE, IF=3.8)
- Madhu Sharma, Ranjeet Kumar Ranjan, and Vishal Bharti, “An image encryption algorithm based on a novel hyperchaotic Henon Sine map,” Multimedia Tools and Applications, Springer, Vol. 82, pp. 11949–11972, ISSN: 1573-7721, 2022. DOI: https://doi.org/10.1007/s11042-022-13733-y.(SCIE, IF= 3.0).
- Madhu Sharma, Ranjeet Kumar Ranjan, and Vishal Bharti, “An Improved image encryption algorithm using a new byte-shuffled Henon map,” International Journal of Information Technology, Springer, Vol. 15, pp. 267–277, ISSN: 2511-2112, 2022. DOI: https://doi.org/10.1007/s41870-022-01092-8. (SCOPUS).
- Bibek Kumar, Ranjeet Kumar Ranjan, and Arshad Husain, “A New Synthetic Aperture Radar (SAR) Image Classification Framework using SAR Descpeckling,” International Journal of Computing and Digital Systems (IJCDS), University of Bahrain Scientific Journals, Vol. 12, No.1, pp. 1129-1144, ISSN: 2210-142X, 2022. DOI: https://dx.doi.org/10.12785/ijcds/120190. (SCOPUS).
- Ranjeet Kumar Ranjan and Amit Singh, “A Comparative Study of Deep Transfer Learning Models for Malware Classification using Image Datasets,” International Journal of Information and Computer Security, InderScience, Vol. 21, Nos. 3/4, pp. 293-319, ISSN: 1744-1773, 2023, DOI: https://doi.org/10.1504/IJICS.2023.132735. (SCOPUS).
- Ranjeet Kumar Ranjan and Vijay Kumar, “A Systematic Review on Fruit Fly Optimization Algorithm and its Applications,” Artificial Intelligence Review, Springer, Vol. 56, pp.13015–13069, ISSN: 1573-7462, 2023. DOI: https://doi.org/10.1007/s10462-023-10451-1.(SCI/SCIE, IF= 10.7).
- Vinay Gautam, Ranjeet Kumar Ranjan, Priyanka Dahiya, and Anil Kumar, “ESDNN: A Novel Ensembled Stack Deep Neural Network for Mango Leaf Disease Classification and Detection,” Multimedia Tools and Applications, Springer, Vo. 83, pp. 10989–11015, ISSN: 1573-7721, 2023. DOI: https://doi.org/10.1007/s11042-023-16012-6. (SCIE, IF= 3.0).
- Chirag Joshi, Ranjeet Kumar Ranjan, and Vishal Bharti, “ACNN-BOT: An Ant Colony Inspired Feature Selection approach for ANN based Botnet Detection,” Wireless Personal Communications, Springer, Vol. 132, pp. 1999–2021, ISSN: 1572-834X, 2023. DOI: https://doi.org/10.1007/s11277-023-10695-8. (SCIE, IF=1.9).
- Raunak Chhabra, Shailza Goswami, and Ranjeet Kumar Ranjan, “A Voting Ensemble Machine Learning based Credit Card Fraud Detection using Highly Imbalance Data,” Multimedia Tools and Applications, Springer, Vol. 83, pp. 54729–54753, ISSN: 1573-7721, 2023. DOI: https://doi.org/10.1007/s11042-023-17766-9. (SCIE, IF= 3.0)
- Manpinder Singh, Saiba Dalmia, Ranjeet Kumar Ranjan, “Detection of Diabetic Retinopathy and Age-related Macular Degeneration using DenseNet based Neural Networks,” Multimedia Tools and Applications, Springer, ISSN: 1573-7721, 2024. DOI: https://doi.org/10.1007/s11042-024-18701-2. (SCIE, IF= 3.0).
M. Tech./M.Des.
| Roll no | Name | Status | Year | Specialization | Co-guide |
|---|
Ph. D.
| Roll no | Name | Status | Year | Specialization | Co-guide |
|---|
Contact me
Feel free to contact
Ranjeet Kumar Ranjan
ranjeet.kr@iiitdmj.ac.in
https://www.linkedin.com/in/dr-ranjeet-kumar-ranjan-25b86634/
ranjeet.kr@iiitdmj.ac.in
(Fax) 91-
Gallery
Photos