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Personal Details
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Name | Dr Paawan Sharma |
Designation | Associate Professor |
Department | Information and Communication Technology, School of Technology |
Email | Paawan.Sharma@sot.pdpu.ac.in |
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Educational Qualifications
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| Ph.D (Engineering, Indira Gandhi Centre for Atomic Research, Kalpakkam (HBNI, Mumbai)), 2014 |
| M.Tech. (Communication Systems, SVNIT, Surat), 2008 |
| B.E. (ECE, Govt. Engineering College, Bikaner (University of Rajasthan, Jaipur)), 2005 |
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Professional Affiliation
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Member of : 1. The Institute of Electrical and Electronics Engineers (IEEE), 2. Association for Computing Machinery (ACM)
3. International Association for Pattern Recognition (IAPR-USA, IUPRAI)
4. International Association of Engineers (IAENG)
5. International Society for
Stereology & Image Analysis (ISSIA) |
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Awards
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1. Annual Research Award (2017), UPES, Dehradun, 2017.
2. Young Faculty Award (2016) by Venus International Foundation, India.
3. DST-ITS Fellowship by DST, Govt. of India, 2012.
4. DGFS-Ph.D. Fellowship by DAE, Govt. of India, 2010.
5. GATE Scholarship by MHRD, Govt. of India, 2006 |
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Publications / Articles / Conference
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Research based or onographs/Textbooks published |
| 'Recent Trends and Best Practices in Industry 4.0', River Publishers, Nov 2023 |
| 'Machine Learning and Deep Learning in Real-Time Applications', IGI Global, Mar 2020 |
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Articles/Chapters Published in the books |
| 'Analysis of acoustic emission for milling operation using artificial neural networks', De Gruyter, Apr 2022 |
| 'Prediction of coronary artery disease using logistic regression', De Gruyter, Apr 2022 |
| 'Analysis of acoustic emission for milling operation using artificial neural networks', , Apr 2022 |
| 'Prediction of coronary artery disease using logistic regression', , Apr 2022 |
| '9 Role of Artificial Intelligence Based Wireless Sensor Network for Pandemic Control: A Case Study Using CupCarbon', , May 2021 |
| 'Role of Artificial Intelligence based wireless sensor network for pandemic control : A case study using CupCarbon', , May 2021 |
| 'Cybersecurity for Smart Grid: Threats, Solutions and Standardization', , May 2020 |
| 'EMI Concerns, Measurements and Standards for Smart Grid', , May 2020 |
| 'Application of Data Mining in Smart Grid Technology', , Aug 2020 |
| 'FM Broadcast Audio Signal Analysis Using Time–Frequency Distribution Function', , Jan 2020 |
| 'Integration of Cognitive Radio with Heterogeneous Smart Grid Communication Architecture.', , Apr 2018 |
| 'Design of a Low-Cost Potato Quality Monitoring System. ', , Apr 2018 |
| 'Wireless Sensor Network Based Patient Health Monitoring and Tracking System.', , Sep 2016 |
| 'Stabilization of Underactuated Mechanical System Using LQR Technique', , Sep 2016 |
| 'HAAR like Feature-Based Car Key Detection Using Cascade Classifier.', , Sep 2016 |
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Published Papers in Journals |
| 'An explainable artificial intelligence based approach for the prediction of key performance indicators for 1 megawatt solar plant under local steppe climate conditions. Engineering Applications of Artificial Intelligence', Engineering Applications of Artificial Intelligence, pp. 107809-107809, Jan 2024, DOI : 10.1007/s11356-023-31656-5 |
| 'Spatiotemporal variations, sources, pollution status and health risk assessment of dissolved trace elements in a major Arabian Sea draining river: insights from multivariate statistical and machine learning approaches', Environmental Geochemistry and Health, pp. 1-26, Apr 2024, DOI : https://doi.org/10.1007/s10653-024-01885-9 |
| 'An explainable artificial intelligence based approach for the prediction of key performance indicators for 1 megawatt solar plant under local steppe climate conditions', Engineering Applications of Artificial Intelligence, pp. 00-00, Feb 2024, DOI : https://doi.org/10.1016/j.engappai.2023.107809 |
| 'Digital mammography dataset for breast cancer diagnosis research (DMID) with breast mass segmentation analysis', Biomedical Engineering Letters, pp. 317-330, Mar 2024, DOI : https://doi.org/10.1007/s13534-023-00339-y |
| 'Optimized ANN for LiFePO4 Battery Charge Estimation using Principal Components based Feature Generation', Green Energy and Intelligent Transportation, pp. 100175-100182, Jan 2024, DOI : https://doi.org/10.1016/j.geits.2024.100175 |
| 'Breast Lesion Classification from Mammograms using Deep Neural Network and Test Time Augmentation', Neural Computing and Applications, pp. 1-17, Feb 2024, DOI : https://doi.org/10.1007/s00521-023-09165-w |
| 'Breast lesion classification from mammograms using deep neural network and test-time augmentation', Neural Computing and Applications, pp. 2101-2117, Feb 2024, DOI : https://doi.org/10.1007/s00521-023-09165-w |
| 'An explainable artificial intelligence based approach for the prediction of key performance indicators for 1 megawatt solar plant under local steppe climate conditions', Engineering Applications of Artificial Intelligence, pp. 107809-107816, Jan 2024, DOI : https://doi.org/10.1016/j.engappai.2023.107809 |
| 'Computer-Aided Breast Cancer Diagnosis: Comparative Analysis of Breast Imaging Modalities and Mammogram Repositories', Current Medical Imaging, pp. 456-468, May 2023, DOI : https://doi.org/10.2174/1573405618666220621123156 |
| 'Deep ensemble transfer learning-based framework for mammographic image classification', Journal of Super Computing, pp. 8048-8069, May 2023, DOI : https://doi.org/10.1007/s11227-022-04992-5 |
| 'Designing Practical End-to-End System for Soft Biometric-Based Person Retrieval From Surveillance Videos', IEEE Access, pp. 133640-133657, Nov 2023, DOI : 10.1109/ACCESS.2023.3337108 |
| 'Glycine mediated colorimetric method along with image analyses algorithms for detection of Cu (II) in water', Materials Science & Engineering B, pp. 116027-116027, Sep 2022, DOI : https://doi.org/10.1016/j.mseb.2022.116027 |
| 'Deep convolutional neural networks for computer-aided breast cancer diagnostic: a survey', Neural Computing and Applications, Jan 2022 |
| 'Artificial intelligence framework for MSME sectors with focus on design and manufacturing industries', Materials Today: Proceedings, Jan 2022 |
| 'Computer-Aided Breast Cancer Diagnosis: A Study of Breast Imaging Modalities and Mammogram Repositories.', Current Medical Imaging, Aug 2022 |
| 'TRANSFER LEARNING ASSISTED CLASSIFICATION OF ARTEFACTS REMOVED AND CONTRAST IMPROVED DIGITAL MAMMOGRAMS', Scalable Computing, Practice and Experience, pp. 115-127, Oct 2022, DOI : https://doi.org/10.12694/scpe.v23i3.1992 |
| 'Structural features and solar absorption characteristics of sucrose derived spherical carbons: A case study towards solar-thermal water evaporation', Cleaner Engineering and Technology, pp. 100585-100588, Dec 2022, DOI : https://doi.org/10.1016/j.clet.2022.100585 |
| 'A Transfer Representation Learning Approach for Breast Cancer Diagnosis from Mammograms using EfficientNet Models', Scalable Computing: Practice and Experience, pp. 51-58, Aug 2022, DOI : https://doi.org/10.12694/scpe.v23i2.1975 |
| 'Image Augmentation Techniques for Mammogram Analysis', Journal of Imaging, pp. 1-22, May 2022, DOI : https://doi.org/10.3390/jimaging8050141 |
| 'Deep convolutional neural networks for computer-aided breast cancer diagnostic: a survey', Neural Computing and Applications, pp. 1815-1836, Jan 2022, DOI : https://doi.org/10.1007/s00521-021-06804-y |
| 'TRANSFER LEARNING ASSISTED CLASSIFICATION OF ARTEFACTS REMOVED AND CONTRAST IMPROVED DIGITAL MAMMOGRAMS', Scalable Computing, Practice and Experience, pp. 115-127, Oct 2022, DOI : https://doi.org/10.12694/scpe.v23i3.1992 |
| 'A Transfer Representation Learning Approach for Breast Cancer Diagnosis from Mammograms using EfficientNet Models', Scalable Computing: Practice and Experience, pp. 51-58, Aug 2022, DOI : https://doi.org/10.12694/scpe.v23i2.1975 |
| 'A bottom-up review of image analysis methods for suspicious region detection in mammograms', Journal of Imaging, Sep 2021 |
| 'Selection of three RC Branches in Equivalent Circuit Model of Lithium-ion Batteries for Improved Accuracy', Turkish Journal of Computer and Mathematics Education (TURCOMAT), Aug 2021 |
| 'A Bottom-Up Review of Image Analysis Methods for Suspicious Region Detection in Mammograms', Journal of Imaging, Sep 2021 |
| 'Frequency Based Estimation of Angular Velocity in Triple Pendulum', Mathematical Modelling of Engineering Problems, Feb 2021 |
| 'A Bottom-Up Review of Image Analysis Methods for Suspicious Region Detection in Mammograms', Journal of Imaging, pp. 1-40, Sep 2021, DOI : https://doi.org/10.3390/jimaging7090190 |
| 'Selection of three RC Branches in Equivalent Circuit Model of Lithium-ion Batteries for Improved Accuracy', Turkish Journal of Computer and Mathematics Education (TURCOMAT), Aug 2021 |
| 'Generative Adversarial Network (GANs) based training set enhancement for Stomach Adenocarcinoma Computed Tomography (CT) scan', Procedia Computer Science, Nov 2019 |
| 'Generative Adversarial Network (GANs) based training set enhancement for Stomach Adenocarcinoma Computed Tomography (CT) scan', Procedia Computer Science, Nov 2019 |
| 'Machine Learning Based Resource Utilization and Pre- estimation for Network on Chip (NoC) Communication.', Wireless Personal Communication. Springer., Feb 2018 |
| 'A BIM-based detailed electrical load estimation, costing and code checking.', International Journal of Electrical and Computer Engineering., Jan 2018 |
| 'Cross Layer Optimization and Simulation of Smart Grid Home Area Network.', Modelling and Simulation in Engineering. , May 2018 |
| 'Design, development and deployment of a RSSI based wireless network for post disaster management.', International Journal of Engineering & Technology, Feb 2018 |
| 'Wireless Sensor Node Localization based on LNSM and Hybrid TLBO- Unilateral technique for Outdoor Location.', International Journal of Electronics and Telecommunications, Sep 2017 |
| 'Communication Theories and Protocols for Smart Grid Hierarchical Network.', Journal of Electrical and Electronics Engineering, May 2017 |
| 'Pattern similarity score based on one dimensional time-series analysis.', Journal of Pattern Recognition Research, Jun 2017 |
| 'Comparative Study of High Performance QRS Complex Detection on Electrocardiogram Signal.', International Journal of Control Theory and Applications, Apr 2017 |
| 'Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control.', MDPI Electronics, Jan 2017 |
| 'Development of Wireless Data Acquisition and Control System for Smart Microgrid.', Lecture Notes in Electrical Engineering, (LNEE), Oct 2017 |
| 'Location Fingerprinting Supported Unilateral Algorithm based on Experimental Study of Localization in Disaster Prone Area. ', International Journal of Computer Science and Information Security, Oct 2016 |
| 'Design and Implementation of Remote Wireless Monitoring and Control of Smart Power System Using Personal Area Network.', Indian Journal of Science and Technology, Nov 2016 |
| 'Visual Recurrence Analysis of Chaotic and Regular Motion of a multiple pendulum system. ', Arabian Journal for Science and Engineering, Oct 2016 |
| 'Advances in floating Aerogenerators: Present status and future.', International Journal of Precision Engineering and Manufacturing, Nov 2016 |
| 'Tracing of shading effect on underachieving SPV cell of an SPV grid using wireless sensor network.', Engineering Science and Technology, an International Journal, Apr 2015 |
| 'Effect of thermocouple time constant on sensing of temperature fluctuations in a fast reactor subassembly.', Journal of Sensors and Sensor Systems, Feb 2014 |
| 'Statistical testing of temperature fluctuations for estimating thermal power in central subassembly of fast reactor.', Annals of Nuclear Energy, Jun 2013 |
| 'Signal Processing Analysis of Temperature Fluctuations for a Fuel Subassembly using SCILAB', International Journal of Modelling and Simulation, Oct 2012 |
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Full Papers in Conference Proceedings |
| 'Patch Extraction and Classifier for Abnormality Classification in Mammography Imaging', 3rd International Congress on Intelligent Systems, CIS 2022, pp. 1-9, May 2023, DOI : https://doi.org/10.1007/978-981-19-9379-4_1 |
| 'Breast Cancer Classification Using a Novel Image Processing Pipeline and a Two-Stage Deep Learning Segmentation and Classification Approach', International Conference on Computing, Communications, and Cyber-Security, pp. 725-739, Jul 2023, DOI : https://doi.org/10.1007/978-981-99-1479-1_54 |
| 'PCA based Feature Extraction Merged with ANN based Training for Liion Battery SoC Prediction', International Conference on Sustainable Energy and Clean Technologies (ICSECT-2022), pp. 231-232, Sep 2022, DOI : NA |
| 'A Drive Through Computer-Aided Diagnosis of Breast Cancer: A Comprehensive Study of Clinical and Technical Aspects', ICRIC 2021 -Recent Innovations in Computing. Lecture Notes in Electrical Engineering, vol 832. Springer, Singapore. https://doi.org/10.1007/978-981-16-8248-3_19, pp. 233-249, Mar 2022, DOI : https://doi.org/10.1007/978-981-16-8248-3_19 |
| 'Analysis of State of Health Estimation for Lithium-Ion Cell Using Unscented and Extended Kalman Filter', Mathematical Modeling, Computational Intelligence Techniques and Renewable Energy, Jan 2022 |
| 'Dangerous Object Detection for Visually Impaired People using Computer Vision', AIMV, Dec 2021 |
| 'A Comprehensive study of Machine Learning Techniques used for estimating State of Charge for Li-ion Battery', AIMV, Dec 2021 |
| 'Experiments with Multinational Cross-Course Project', 2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), Dec 2020 |
| 'An Add-in Tool for BIM-Based Electrical Load Forecast for Multi-building Microgrid Design', International Conference on Artificial Intelligence, Smart Grid and Smart City Applications, Mar 2020 |
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