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Personal Details
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| Name | Dr Nandini Modi |
| Designation | Assistant Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Nandini.Modi@sot.pdpu.ac.in |
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Educational Qualifications
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| M.E. (Computer Science, Chitkara University), 2019 |
| Ph.D (Computer Science, Chitkara University), 2022 |
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Professional Affiliation
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Awards
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Publications / Articles / Conference
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| Published Papers in Journals |
| 'A robust, real-time camera-based eye gaze tracking system to analyze users’ visual attention using deep learning', Interactive learning environment , pp. 409-430, Jun 2024, DOI : https://www.scopus.com/record/display.uri?eid=2-s2.0-85132719571&origin=recordpage |
| 'Hybrid Deep Learning Approaches for Human Activity Recognition and Postural Transitions Using Mobile Device Sensors', SN Computer Science, Springer, pp. 1-21, Oct 2024, DOI : https://doi.org/10.1007/s42979-024-03300-7 |
| 'Automating cancer diagnosis using advanced deep learning techniques for multi-cancer image classification', Scientific Reports, Nature, pp. 1-25, Oct 2024, DOI : https://doi.org/10.1038/s41598-024-75876-2 |
| 'Comprehensive analysis of artificial intelligence techniques for gynaecological cancer: symptoms identification, prognosis and prediction', Artificial Intelligence Review, pp. 1-44, Jul 2024, DOI : https://doi.org/10.1007/s10462-024-10872-6 |
| 'An analysis of perfume packaging designs on consumer's cognitive and emotional behavior using eye gaze tracking', Multimedia tools and Applications, pp. 1-26, Mar 2024, DOI : https://doi.org/10.1007/s11042-024-18715-w |
| 'Understanding online consumer behavior at e-commerce portals using eye-gaze tracking', International journal of human computer interaction, pp. 721-742, Aug 2023, DOI : https://doi.org/10.1080/10447318.2022.2047318 |
| 'Real-time camera-based eye gaze tracking using convolutional neural network: A case study on social media website', Virtual Reality, pp. 1489-1506, May 2022, DOI : https://doi.org/10.1007/s10055-022-00642-6 |
| 'A survey of research trends in assistive technologies using information modelling techniques', Disability and Rehabilitation:Assistive technology, pp. 605-623, Sep 2022, DOI : https://doi.org/10.1080/17483107.2020.1817992 |
| 'Use of information modelling techniques to understand research trends in eye gaze estimation methods: An automated review', Heliyon, pp. 1-20, Dec 2019, DOI : https://doi.org/10.1016/j.heliyon.2019.e03033 |
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| Full Papers in Conference Proceedings |
| 'Machine Learning-Based Detection and Classification of Multiple Sclerosis for Enhanced Patient Care', 2024 IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT), pp. 1-6, Feb 2025, DOI : https://doi.org/10.1109/INSPECT63485.2024.10896067 |
| 'Human Activity Recognition using Eye Movements: A review', 4th International Conference on Data Analytics for Business and Industry, ICDABI , pp. 65-68, Aug 2024, DOI : https://doi.org/10.1109/ICDABI60145.2023.10629607 |
| 'Human Activity Recognition using Eye Movements: A review', 4th International Conference on Data Analytics for Business and Industry, ICDABI , pp. 65-68, Aug 2024, DOI : https://doi.org/10.1109/ICDABI60145.2023.10629607 |
| 'Enhancing OCT Image Classification for Retinal Disease Diagnosis: A Novel Approach Using Squeeze-and-Excitation ResNet', 2024 IEEE 3rd World Conference on Applied Intelligence and Computing (AIC), pp. 1-6, Jul 2024, DOI : https://doi.org/10.1109/AIC61668.2024.10730829 |
| 'Automatic Analysis of Disasters and infer Damage Response using Deep Learning', 2024 Asian Conference on Intelligent Technologies (ACOIT), pp. 1-6, Dec 2024, DOI : https://doi.org/10.1109/ACOIT62457.2024.10939501 |
| 'Detection and Classification of Polycystic Ovary Syndrome using Machine Learning-Based Approaches', 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), pp. 1-6, Jun 2024, DOI : https://doi.org/10.1109/IATMSI60426.2024.10503222 |
| 'Revolutionizing Metabolic Syndrome Detection and Classification with State-of-the-Art Machine Learning Techniques', 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), pp. 1-6, Jun 2024, DOI : https://doi.org/10.1109/I2CT61223.2024.10544063 |
| 'Real-Time Driver Drowsiness Detection Using Hybrid CNN-LSTM Model with Facial Feature and Behavioral Analysis', 4th International Conference on Ubiquitous Computing and Intelligent Information Systems, ICUIS 2024, pp. 197-202, Dec 2024, DOI : https://doi.org/10.1109/ICUIS64676.2024.10866692 |
| 'Machine Learning-Based Detection and Classification of Multiple Sclerosis for Enhanced Patient Care', IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT), pp. 1-6, Dec 2024, DOI : https://doi.org/10.1109/INSPECT63485.2024.10896067 |
| 'Machine Learning Based Approaches to diagnosis and detection of cancerous and non-pancreatic cancerous conditions', 2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0, pp. 1-6, Sep 2024, DOI : https://doi.org/10.1109/OTCON60325.2024.10687862 |
| 'Advancements in Environmental Sound Classification: Evaluating Machine Learning and Deep Learning Approaches on the UrbanSound8k', 7th International Conference on Image Information Processing, ICIIP, pp. 900-905, May 2024, DOI : https://doi.org/10.1109/ICIIP61524.2023.10537679 |
| 'A comparative analysis of deep learning algorithms in eye gaze estimation', International Conference on Data Analytics for Business and Industry, ICDABI , pp. 444-447, Jun 2023, DOI : https://doi.org/10.1109/ICDABI56818.2022.10041480 |
| 'Role of Eye Tracking in Human Computer Interaction', International Conference on Technologies for Smart Green Connected Society, pp. 8211-8218, Dec 2022, DOI : https://doi.org/10.1149/10701.8211ecst |
| 'A review of various state of art eye gaze estimation techniques', International Conference on Computational Intelligence and Communication Technology, CICT, pp. 501-510, May 2021, DOI : https://doi.org/10.1007/978-981-15-1275-9_41 |
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