International Journals:
1. Swapneel Mishra, Deepika Kumar, Ekagrah Grover, & Jude D Hemanth (2024). Realistic 3D Object Generation Using Seam Aware Landmark Detectors with Texture and Lighting. Iranian Journal of Science and Technology, Transactions of Electrical Engineering, 1-25. https://doi.org/10.1007/s40998-024-00778-y (SCIE)
2. Sarthak Arora, Vallari Agrawal, Deepika Kumar, Sarvesh Arora, and Sumit Kumar Banshal. "Sentimental impact of fake news on social media using an integrated ensemble framework." Social Network Analysis and Mining 14, no. 1 (2024): 185.(ESCI & SCOPUS) https://doi.org/10.1007/s13278-024-01334-6
3. Yuvika Gautam, Piyush Gupta, Deepika Kumar, Bhavya Kalra, Abhinav Kumar, and Jude D. Hemanth. "FusionEXNet: an interpretable fused deep learning model for skin cancer detection." International Journal of Computers and Applications (2024): vol 46, issue 9, pp743-753. (SCOPUS) https://doi.org/10.1080/1206212X.2024.2385923
4. 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, Vol23, issue 1, article 2, pp1-14, https://doi.org/10.1145/3571732 (15th Jan 2024). (SCIE)
5. Himanshi Meswal, Deepika Kumar, Aryan Gupta, Sudipta Roy (2023). A weighted ensemble transfer learning approach for melanoma classification from skin lesion images. Multimedia Tools and Applications, 1-23 (SCIE IF 3.6) https://doi.org/10.1007/s11042-023-16783-y
6. Vaibhav Gulati, Srijan Dwivedi, Deepika Kumar, Jatin Wadhwa, Devaansh Dhingra, Jude D Hemanth (2023). An automated framework to evaluate soft skills using posture and disfluency detection. Machine Vision and Applications, 34(5), 94 (SCIE IF 3.3) https://doi.org/10.1007/s00138-023-01431-0
7. Shivangi Raghav, Aastha Suri, Deepika Kumar, Aakansha Aakansha, Muskan Rathore, and Sudipta Roy. "A hierarchical clustering approach for identification of colorectal cancer molecular subtypes from gene expression data." Intelligent Medicine (2023) (ESCI & Scopus). https://doi.org/10.1016/j.imed.2023.04.002
8. Vaibhav Gulati, 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) https://doi.org/10.3390/electronics12020372
9. Nishant rai, 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) https://doi.org/10.1016/j.ijcce.2022.09.001
10. Varun Srivastava, 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). https://doi.org/10.1016/j.compeleceng.2022.108259
11. Deepika Kumar, 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)
12. 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) https://doi.org/10.1007/s11042-022-13358-1
13. 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)
14. 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)
15. 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)
16. 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) DOI:10.32604/cmc.2021.014229
17. Saloni Kumari, 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) https://doi.org/10.1016/j.ijcce.2021.01.001
18. 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. https://doi.org/10.1002/9781119752134.ch28
19. 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) DOI: 10.3233/JIFS-201702
20. Shivam Tyagi, Kanishka Aggarwal, Deepika Kumar, Shreya Garg, “Urban Sound Classification for Audio Analysis using Long Short Term Memory”, Vol1, issue 1, pp1-11, NEU Journal for Artificial Intelligence and Internet of Things. (2023)
21. 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).
22. 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 (2020): 992 (SCIE) https://doi.org/10.3390/sym12060992
23. 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). https://doi.org/10.4108/eai.13-7-2018.163973
24. 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) https://doi.org/10.3390/s20041068
25. Goyal, Mukul, Rishabh Malik, Deepika Kumar, Siddhant Rathore, and Rahul Arora. "Musculoskeletal abnormality detection in medical imaging using GnCNNr (group normalized convolutional neural networks with regularization)." SN Computer Science 1, no. 6 (2020): 1-12.(Scopus) https://doi.org/10.1007/s42979-020-00340-7
26. 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) http://dx.doi.org/10.4108/eai.12-2-2019.161976
27. Ansh Mittal, Anusurya, Deepika Kumar, Garima Kumar, ML driven Prediction of Collison of Milky Way & Andromeda”, IJRTE, Volume 8 Issue 3 , September 2019. (Scopus)
28. 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.
29. 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). https://doi.org/10.4108/eai.13-7-2018.160071
30. 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.
31. Deepika Kumar & Usha Batra, “Clustering Algorithms for Gene Expression Data: A Review”. International Journal of Recent Research Aspects, 4, 122-28 (2017).
32. 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.
33. 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. Monga, Shouryya Veer, Ritik Kumar Chaudhary, Deepika Kumar, and Vani Jain. "Predicting Mental Health Stress Levels Through Sleep Patterns using Ensemble Models and Explainable AI." In 2024 3rd Edition of IEEE Delhi Section Flagship Conference (DELCON), pp. 1-7. IEEE, 2024. ( 11.2.2025)
2. Varshney, Vipul, Ayush Goel, Deepika Kumar, Daksh Kaushik, and Anindita Sinha. "Utilizing Deep Learning and Machine Learning Models to Predict Loan Default Risk." In 2024 3rd Edition of IEEE Delhi Section Flagship Conference (DELCON), pp. 1-6. IEEE, 2024. ( 11.2.2025)
3. Shilpa Gupta, Varun Srivastava, and Deepika Kumar (2024, August). Environment Sound Classification using stacked features and convolutional neural network. In Proceedings of the 2024 Sixteenth International Conference on Contemporary Computing (pp. 42-50). https://doi.org/10.1145/3675888.3676028
4. Vanshika Jaiswal, Sanyam Gupta, Shilpa Gupta, Deepika Kumar, and Alaa Ali Hameed (2024, May). Enhancing the Heart Disease Classification Using Multi-level Perceptron and Principal Component Analysis. In International Conference on Advanced Engineering, Technology and Applications (pp. 118-132). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-70924-1_10
5. Presented paper entitled “Classification of Brain-MRI Images using a Stacked-deep-network ensemble model into multiple region-based classes” at ISBCOM-2024 on 13th – 14th July 2024.
6. Presented Paper entitled “Privacy Preserving Credit Card Fraud Detection using Federated Multilayer Perceptron Neural Network “in 3rd International Conference on Computing, IoT, and Data Analytics held in Liaoning, China during 25th –26th July 2024.
7. A. Suri, M. Rathore, D. Kumar, Aakansha and S. Raghav, "An Ensemble Learning Approach for Classifying Illicit Transactions in Bitcoin," 2023 3rd International Conference on Technological Advancements in Computational Sciences (ICTACS), Tashkent, Uzbekistan, 2023, pp. 76-81, doi: 10.1109/ICTACS59847.2023.10390133
8. 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 https://doi.org/10.1007/978-981-15-9712-1_53
9. 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.
10. Srishti Bhalla, Priyanka Poddar, Palak Dhingra, Deepika Kumar,” Sign Language classification using Convolutional Neural Networks “at INDIACOM 2018.
11. Apristya, Satyam, Deepika Kumar ,” Predicting Heart Disease using Logistic Regression”, at INDIACOM 2018
12. Deepika Kumar, Usha Batra, “Breast Cancer Prediction using Classification and Ensemble Algorithms” at INDIACOM 2018.
13. Priyanka Poddar, Sai Kiran, Sarthak, Deepika Kumar” Privacy and Security issues in Healthcare: A Review” at INDIACOM – 2017.
14. 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.