Year : 2025
Dataset creation and benchmarking for Kashmiri news snippet classification using fine-tuned transformer and LLM models in a low resource setting
Cite this Research Publication : Deheem U Deyar, Anirud Ramani, Deepa Gupta, Priyanka C. Nair, Manju Venugopalan, Dataset creation and benchmarking for Kashmiri news snippet classification using fine-tuned transformer and LLM models in a low resource setting, Scientific Reports, Springer Science and Business Media LLC, 2025, https://doi.org/10.1038/s41598-025-24451-4
Publisher : Springer Science and Business Media LLC
Year : 2024
An In-Depth Exploration of Image Captioning Training Approaches and Performance Analysis
Cite this Research Publication : K Kushal, Madhav Manoj, Kevansh Reddy, Priyanka C Nair, An In-Depth Exploration of Image Captioning Training Approaches and Performance Analysis, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10544337
Publisher : IEEE
Year : 2024
Explainable AI Insights into Skin Cancer Detection: A Comparative Study of CNN, DenseNet, and ResNet
Cite this Research Publication : Nichenametla Hima Sree, Kariveda Trisha, Padigela Srinithya Reddy, K Jitendra Vardhanacharyulu, Priyanka C Nair, Nalini Sampath, Explainable AI Insights into Skin Cancer Detection: A Comparative Study of CNN, DenseNet, and ResNet, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10543490
Publisher : IEEE
Year : 2024
Analyzing Urban Transportation Services using RideShare Data Insights
Cite this Research Publication : Kandukuri Jashwanth, Koti Leela Sai Praneeth Reddy, Munaga Sai Snehitha, Nalini Sampath, Priyanka C Nair, Analyzing Urban Transportation Services using RideShare Data Insights, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10543505
Publisher : IEEE
Year : 2024
Robust Intrusion Detection Systems: Evaluating Classical and Ensemble Models with Chi-Square Feature Selection
Cite this Research Publication : Karamala Rooshita, N. V. Vyshnavi, Nara R Sanjana Chowdary, Priyanka C Nair, Keerthana Sreekanth, Robust Intrusion Detection Systems: Evaluating Classical and Ensemble Models with Chi-Square Feature Selection, 2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS), IEEE, 2024, https://doi.org/10.1109/ickecs61492.2024.10617132
Publisher : IEEE
Year : 2024
Classification of News Category Using Contextual Features
Cite this Research Publication : M Jahnavi, K Chandana, Priyanka C Nair, K Dheeraj, Classification of News Category Using Contextual Features, 2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS), IEEE, 2024, https://doi.org/10.1109/ickecs61492.2024.10616859
Publisher : IEEE
Year : 2024
Sarcasm Detection in News Headlines Using ML and DL Models
Cite this Research Publication : Jaishitha Thambi, Sai Santhoshi Haneesha Samudrala, Sai Rishisri Vadluri, Priyanka C Nair, Manju Venugopalan, Sarcasm Detection in News Headlines Using ML and DL Models, 2024 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), IEEE, 2024, https://doi.org/10.1109/accai61061.2024.10601793
Publisher : IEEE
Year : 2024
Crop Damage Detection using Machine Learning Approaches
Cite this Research Publication : Priyanka C Nair, Nalini Sampath, P Praneeth Reddy, P Sai Shruthi, Crop Damage Detection using Machine Learning Approaches, 2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS), IEEE, 2024, https://doi.org/10.1109/raics61201.2024.10690031
Publisher : IEEE
Year : 2024
Forecasting India’s Air Quality: A Machine Learning Approach for Comprehensive Analysis and Prediction
Cite this Research Publication : Osho Kothari, Nabin Kumar Sah, Konda V S Harshith Kumar, Priyanka C Nair, Nalini Sampath, Forecasting India’s Air Quality: A Machine Learning Approach for Comprehensive Analysis and Prediction, 2023 4th International Conference on Intelligent Technologies (CONIT), IEEE, 2024, https://doi.org/10.1109/conit61985.2024.10625932
Publisher : IEEE
Year : 2024
Interpretable AI Insights in Fake News Detection: A Comparative Analysis of CNN and LSTM
Cite this Research Publication : Kanderi Johith Kumar, Kuthati Shreya, Lasya Priya Divakarla, Priyanka C Nair, Nalini Sampath, Interpretable AI Insights in Fake News Detection: A Comparative Analysis of CNN and LSTM, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724705
Publisher : IEEE
Year : 2024
Shellcode Generation: A Resource Efficient Approach using Fine-tuned LLMs
Cite this Research Publication : Madhav Ram, V Mohith Krishna, M Pranavkrishnan, Priyanka C Nair, Deepa Gupta, Shellcode Generation: A Resource Efficient Approach using Fine-tuned LLMs, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10723327
Publisher : IEEE
Year : 2024
Addressing the Cold Start Challenge through the Implementation of Content-based Filtering and Hybrid Filtering for Movie Recommendation
Cite this Research Publication : Mahi Kolli, L D Mukil, N Kartthikeyan, M Pranavkrishnan, Nalini Sampath, Priyanka C Nair, Addressing the Cold Start Challenge through the Implementation of Content-based Filtering and Hybrid Filtering for Movie Recommendation, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725528
Publisher : IEEE
Year : 2024
Solar Radiation Prediction: A Comprehensive Analysis of Machine Learning Models and Interpretability Techniques
Cite this Research Publication : Kriti Priya Shah, Subodh Narayan Sah, Kadam Prajwal Dharmaraj, Priyanka C Nair, Nalini Sampath, Solar Radiation Prediction: A Comprehensive Analysis of Machine Learning Models and Interpretability Techniques, 2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS), IEEE, 2024, https://doi.org/10.1109/iciteics61368.2024.10625082
Publisher : IEEE
Year : 2024
Gesture Recognition for Sign Language using Machine Learning
Cite this Research Publication : Pradeep Kumar Gupta, Nayantara Varadharajan, Keerthana Ajith, Priyanka C. Nair, Nalini Sampath, Kaushik Ravindran, Gesture Recognition for Sign Language using Machine Learning, 2024 5th IEEE Global Conference for Advancement in Technology (GCAT), IEEE, 2024, https://doi.org/10.1109/gcat62922.2024.10923952
Publisher : IEEE
Year : 2024
Predicting Tumor Type and Residual Status of Suprasellar Lesions Using Indian Discharge Summaries
Cite this Research Publication : Priyanka C. Nair, Deepa Gupta, Bhagavatula Indira Devi, Vani Kanjirangat, P. Deepak, Predicting Tumor Type and Residual Status of Suprasellar Lesions Using Indian Discharge Summaries, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2024, https://doi.org/10.1109/access.2024.3460976
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2021
A Survey of Text Mining Approaches, Techniques, and Tools on Discharge Summaries
Cite this Research Publication : Priyanka Vivek, Gupta, D., and Devi, B. Indira, “A Survey of Text Mining Approaches, Techniques, and Tools on Discharge Summaries”, in Advances in Computational Intelligence and Communication Technology, Singapore, 2021.
Publisher : Advances in Computational Intelligence and Communication Technology, Springer Singapore
Year : 2021
Extraction of Relation Between Attributes and Class in Breast Cancer Data Using Rule Mining Techniques
Cite this Research Publication : K. Mohan, Priyanka Vivek, Gupta, D., Nayar, R. C., and Ram, A., “Extraction of Relation Between Attributes and Class in Breast Cancer Data Using Rule Mining Techniques”, in Progress in Advanced Computing and Intelligent Engineering, Singapore, 2021.
Publisher : Progress in Advanced Computing and Intelligent Engineering, Springer Singapore
Year : 2020
Predicting the Degree of Emotional Support in an Online Health Forum for HIV Using Data Mining Techniques
Cite this Research Publication : P. Naveen, Priyanka Vivek, and Gupta, D., “Predicting the Degree of Emotional Support in an Online Health Forum for HIV Using Data Mining Techniques”, in Emerging Trends in Electrical, Communications, and Information Technologies, Singapore, 2020.
Publisher : Emerging Trends in Electrical, Communications, and Information Technologies, Springer Singapore
Year : 2019
Automated Clinical Concept-Value Pair Extraction from Discharge Summary of Pituitary Adenoma Patients
Cite this Research Publication : Priyanka Vivek, Gupta, D., Devi, B. Indira, and Bhat, N. Raghav, “Automated Clinical Concept-Value Pair Extraction from Discharge Summary of Pituitary Adenoma Patients”, in 2019 9th International Conference on Advances in Computing and Communication (ICACC), Kochi, India, 2019.
Publisher : 2019 9th International Conference on Advances in Computing and Communication (ICACC), IEEE
Year : 2019
A Machine Learning Approach for Detecting Malicious Websites using URL Features
Cite this Research Publication : A. Sushena Manjeri, R., K., M.N.V., A., and Priyanka Vivek, “A Machine Learning Approach for Detecting Malicious Websites using URL Features”, in 2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA), Coimbatore, India, 2019.
Publisher : 2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA), IEEE,
Year : 2017
Breast Cancer Diagnosis and Prognosis using Machine Learning Techniques
Cite this Research Publication : S. Suresh Shastri, Priyanka Vivek, Dr. Deepa Gupta, Nayar, R. C., Rao, R., and Ram, A., “Breast Cancer Diagnosis and Prognosis using Machine Learning Techniques”, in International Symposium on Intelligent Systems Technologies and Applications (ISTA'17), Manipal University, Karnataka, 2017.
Publisher : International Symposium on Intelligent Systems Technologies and Applications
Year : 2015
Clustering of robotic environment using image data stream
Cite this Research Publication : P. Vivek, G. Radhakrishnan, Dr. Deepa Gupta, and Dr. T.S.B. Sudarshan, “Clustering of robotic environment using image data stream”, in International Conference Communication, Control and Intelligent Systems, CCIS 2015, 2015, pp. 208-213.
Publisher : International Conference Communication, Control and Intelligent Systems, CCIS 2015