Dr Deepika Kumar

International Journals: 

1.  Gulati, Vaibhav, Deepika Kumar, Daniela Elena Popescu, and Jude D. Hemanth. "Extractive Article Summarization Using Integrated TextRank and BM25+ Algorithm." Electronics 12, no. 2 (2023): 372.(SCIE IF-2.6)

2.   Madan, Chetan, Harshita Diddee, Deepika Kumar, and Mamta Mittal. "CodeFed: Federated Speech Recognition for Low-Resource Code-Switching Detection." ACM Transactions on Asian and Low-Resource Language Information Processing (2022). (SCIE)

3. Rai, Nishant, Naman Kaushik, Deepika Kumar, Chandan Raj, and Ahad Ali. "Mortality Prediction of COVID-19 Patients Using Soft Voting Classifier." International Journal of Cognitive Computing in Engineering (2022) (Scopus)

4. Srivastava, Varun, Deepika Kumar, and Sudipta Roy. "A median-based quadrilateral local quantized ternary pattern technique for the classification of dermatoscopic images of skin cancer." Computers and Electrical Engineering 102 (2022): 108259 (SCI IF- 4.1).

5. Kumar, Deepika, Varun Srivastava, Daniela E. Popescu, and Jude D. Hemanth. 2022. "Dual-Modal Transformer with Enhanced Inter- and Intra-Modality Interactions for Image Captioning" Applied Sciences 12, no. 13: 6733. https://doi.org/10.3390/app12136733(SCIE)

6. Aayush Khurana, Sweta Mittal, Deepika Kumar, Sonali Gupta, & Ayushi Gupta (2022). Tri-integrated convolutional neural network for audio image classification using Mel-frequency spectrograms. Multimedia Tools and Applications, 1-26. (SCIE)

7. Nishant Rai, Deepika Kumar, Naman Kaushik, Chandan Raj, Ahad Ali, “Fake News Classification using transformer-based enhanced LSTM and BERT”, International Journal of Cognitive Computing in Engineering, Volume 3,2022, pp 98-105, ISSN 2666-3074, https://doi.org/10.1016/j.ijcce.2022.03.003.(Scopus)

8. Walia, Inderpreet S., Deepika Kumar, Kaushal Sharma, Jude D. Hemanth, and Daniela E. Popescu. 2021. "An Integrated Approach for Monitoring Social Distancing and Face Mask Detection Using Stacked ResNet-50 and YOLOv5" Electronics 10, no. 23: 2996. https://doi.org/10.3390/electronics10232996.(SCI)

9.    Madan, C., Diddee, H., Kumar, D., Gupta, S., Jindal, S., & Lal, M. Native Accent Sensitive Voice Cloning Using Pairwise Ranking Based Decoder Models at Mechatronic Systems & Control, DOI: 10.2316/J.2022.201-0224(ESCI)

10. Anand, I., Negi, H., Kumar, D., Mittal, M., Kim, T. H., & Roy, S. (2021). Residual U-Network for Breast Tumor Segmentation from Magnetic Resonance Images. CMC-Computers Materials & Continua, 67(3), 3107-3127 (SCI)

11.  Kumari, Saloni, Deepika Kumar, and Mamta Mittal. "An ensemble approach for classification and prediction of diabetes mellitus using soft voting classifier." International Journal of Cognitive Computing in Engineering 2 (2021): 40-46. (Scopus)

12.  Manocha, Hardik, Utkarsh Upadhyay, and Deepika Kumar. "Experimental Evaluation of Security and Privacy in GSM Network Using RTL‐SDR." Smart and Sustainable Intelligent Systems (2021): 401-412.

13. Kumar, Deepika, and Usha Batra. "Classification of Invasive Ductal Carcinoma from histopathology breast cancer images using Stacked Generalized Ensemble." Journal of Intelligent & Fuzzy Systems Preprint: 1-16 (SCIE)

14.  Kumar, Deepika, and Usha Batra. "Breast Cancer Histopathology Image Classification Using Soft Voting Classifier." Proceedings of 3rd International Conference on Computing Informatics and Networks: ICCIN 2020. Springer Singapore, 2021.

15. Deepika Kumar, Nikita Jain, Aayush Khurana, Sweta Mittal, SC Satapathy, R Senkerik, D Jude Hemanth, "Automatic Detection of White Blood Cancer from Bone Marrow Microscopic Images Using Convolutional Neural Networks," in IEEE Access, vol. 8, pp. 142521-142531, 2020, doi: 10.1109/ACCESS.2020.3012292 (SCI).

16.  Aggarwal Akshay, Aniruddha Chauhan, Deepika Kumar, Mamta Mittal, Sudipta Roy, and Tai-hoon Kim. "Video Caption Based Searching Using End-to-End Dense Captioning and Sentence Embeddings." Symmetry 12, no. 6 (2020): 992 (SCIE)

17.  Aggarwal Akshay, Aniruddha Chauhan, Deepika Kumar, Mamta Mittal, & Sharad Verma,” Classification of Fake News by Fine-tuning Deep Bidirectional Transformers based Language Model”, EAI Endorsed Transactions on Scalable Information Systems Online First; EAI: Ghent, Belgium (ESCI).

18.  Ansh Mittal, Deepika Kumar, Mamta Mittal, Tanzila Saba, Ibrahim Abunadi, Amjad Rehman, and Sudipta Roy. "Detecting Pneumonia Using Convolutions and Dynamic Capsule Routing for Chest X-ray Images." Sensors 20, no. 4 (2020): 1068 (SCIE)

19.  Ansh Mittal , and Deepika Kumar. "AiCNNs (Artificially-integrated Convolutional Neural Networks) for Brain Tumor Prediction." EAI Endorsed Transactions on Pervasive Health and Technology 5, no. 17 (2019) (Scopus)

20.  Ansh Mittal, Anusurya, Deepika Kumar, Garima Kumar, ML driven Prediction of Collison of Milky Way & Andromeda”, IJRTE, Volume 8 Issue 3 , September 2019. (Scopus)

21. Deepika Kumar, Ritik Aggarwal, Siddhant Raghuvanshi, and Shourya Chand. "An Integrated Approach for Amazon Product Reviews Classification Using Sentiment Analysis." International Journal of Computer Applications & Information Technology 12, no. 2 (2020): 317-324.

22. Deepika Kumar and Usha Batra. "Epidemiology of Breast Cancer in Indian Women: Population and Hospital Based study." EAI Endorsed Transactions on Pervasive Health and Technology 4, no. 16 (2018) (Scopus).

23. Himani Negi, Tanish Bhola, Manu S Pillai and Deepika Kumar, “A Novel Approach for Depression Detection Using Audio Sentiment Analysis” (2018). International Journal of Information Systems & Management Science, Vol. 1, No. 1, 2018.

24.  Deepika Kumar & Usha Batra, “Clustering Algorithms for Gene Expression Data: A Review”. International Journal of Recent Research Aspects, 4, 122-28 (2017).

25. Mehak Jain, Rachna Jain, Deepika Kumar, “Analysis of various Security Models in Cloud Computing”, International Journal of Computer Technology & Applications, Vol 7(6),759-767, ISSN:2229-6093,2016.

26. Deepika Kumar and Poonam Verma. "Routing protocols for MANET, VANET and AANET: a survey." International Journal of Innovative Technology and Research 3, no. 2 (2015): 1953-1956.

International Conferences:

1.     Shubham Singh, Naman Gupta, Tushar Kalkal, and Deepika Kumar, “Music Genre Classification using Visual Features from Spectrogram” Summit on Computational & Web Intelligence (CI 2018), Bangkok, 2018.

2.  Srishti Bhalla, Priyanka Poddar, Palak Dhingra, Deepika Kumar,” Sign Language classification using Convolutional Neural Networks “at INDIACOM 2018.

3.     Apristya, Satyam, Deepika Kumar ,” Predicting Heart Disease using Logistic Regression”, at INDIACOM 2018

4.   Deepika Kumar, Usha Batra, “Breast Cancer Prediction using Classification and Ensemble Algorithms” at INDIACOM 2018.

5.    Priyanka Poddar, Sai Kiran, Sarthak, Deepika Kumar” Privacy and Security issues in Healthcare: A Review” at INDIACOM – 2017.

6.     Gupta, A., Gusain, K., & Kumar, D. (2016, December). Novel approach for incremental learning using Ensemble of SVMs with particle swarm optimization. In 2016 11th International Conference on Industrial and Information Systems (ICIIS) (pp. 426-430). IEEE.