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Personal Details
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| Name | Dr SANTOSH SATAPATHY |
| Designation | Assistant Professor |
| Department | Information and Communication Technology, School of Technology |
| Email | Santosh.Satapathy@sot.pdpu.ac.in |
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Educational Qualifications
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Professional Affiliation
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| Delivered a talk on Data Science and Visualization using
Python in ATAL FDP at IIIT, Chittoor
Delivered a talk on the Role of EEG Analysis in Brain-Human Interface for Sleep Disorders and Therapy at the Computer Science Dept, TGASC, Puducherry
Delivered a talk on the Role of EEG analysis in diagnosing the different types of Sleep-related Disorders at the M. Tech. (IT), Dept. of Statistics, Utkal University, Vani Vihar, Bhubaneswar, Odisha, India
Delivered a talk on Machine Learning and Its Application at the Gandhi Academy of Technology and Engineering
Delivered a talk on Data Science and Its Application at the Gandhi Institute of Science and Technology
7th IEEE International Conference on Recent Advances and Innovations in Engineering (7th IEEE ICRAIE 2022), National Institute of Technology Karnataka, Surathkal, December 1 – 3, 2022.
6th International Joint Conference on Advances in Computational Intelligence (IJCACI 2022), South Asian University, India, and Jahangirnagar University, Bangladesh, October 15-16, 2022
5th International Conference on Computational Intelligence and Data Engineering (ICCIDE-2022) 12th-13th August 2022, VIT-AP University, Andhra Pradesh, India
Congress on Smart Computing Technologies (CSCT 2022) Organized SAU and SCRIL, December 11-12,2022
Second International Workshop on Automation, Control and Communication Engineering (IWACCE2022) August 19-20, 2022
International Conference in Communication, Devices, and Networking (ICCDN 2022) ON 16th-17th December 2022, Sikkim Manipal University, Sikkim, India
International Conference on Robotics, Control, Automation and Artificial Intelligence (RCAAI-2022) From 24 - 26 November 2022 Organized by Department of Mechatronics, Manipal Institute of Technology, MAHE, Manipal, India in collaboration with Department of Mechanical Engineering, National Institute of Technology Karnataka, Surathkal, India
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Awards
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| PMYUVA Trained Faculty under MSED, Govt. of India
EDII Trained Faculty under DST-NIMAT, Govt. of India
Remote Programme Coordinator of ICT COURSE, NITTTR, Chandigarh
Best Active SPOC certified from NPTEL, IIT Madras (JUL-DEC 2017), (JAN-JUN 2018) Session
Certified as MENTOR in NPTEL course EXAM in “Problem-solving through C”, “Programming, Data Structures and Algorithm using Python”
Certified as the Entrepreneurship Educators Program (29-05-2017 to 02-06-2017)
Certified as the Entrepreneurship Educators Program WF100 and WF 101(16-08-2017 to 21-08-2017)
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Publications / Articles / Conference
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| Research based or onographs/Textbooks published |
| 'Advances in Human Activity Detection and Recognition (HADR) Systems', Springer, Mar 2024 |
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| Articles/Chapters Published in the books |
| 'Automated Sleep Staging Using Single-Channel EEG Signal Based on Machine Learning Approaches', CRC Press, Jan 2023 |
| 'Automated Sleep Staging Using Single-Channel EEG Signal Based on Machine Learning Approaches', CRC Press, Feb 2023 |
| 'SleepEEG study: Automated sleep stage system with machine learning techniques', NOVA SCIENCE, May 2023 |
| ' SleepEEG Study: Automated Sleep Stage System with Machine Learning Techniques', NOVA, Aug 2022 |
| 'SleepEEG Study: Automated Sleep Stage System with Machine Learning Techniques', Nova, Science and Technology, Aug 2022 |
| 'Intelligent System for Detecting Email Spam Messages Using GRU', Springer, Nov 2022 |
| 'Automated decision support system for diagnosing sleep diseases using machine intelligence techniques', IET, Nov 2022 |
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| Published Papers in Journals |
| 'Multi-Scale Based Approach for Denoising Real-World Noisy Image Using Curvelet Thresholding: Scope and Beyond', IEEE Access, pp. 25090-25105, Mar 2024, DOI : https://doi.org/10.1109/ACCESS.2024.3364397 |
| 'COVID-19 Detection from Chest X-ray Images Based on Deep Learning Techniques', Algorithms, pp. 494-508, Oct 2023, DOI : https://doi.org/10.3390/a16100494 |
| 'Automated classification of multi-class sleep stages classification using polysomnography signals: a nine- layer 1D-convolution neural network approach', Multimedia Tools and Applications, pp. 8049 -8091, Mar 2023, DOI : 10.1007/s11042-022-13195-2 |
| 'A Deep Learning Approach to Automated Sleep Stages Classification Using Multi-Modal Signals', Procedia Computer Science, pp. 867-876, Feb 2023, DOI : https://doi.org/10.1016/j.procs.2023.01.067 |
| 'A Deep Learning Framework for the Classification of Brazilian Coins', IEEE ACCESS , pp. 109448-109461, Oct 2023, DOI : https://doi.org/10.1109/ACCESS.2023.3321428. |
| 'Deep Learning Models for Yoga Pose Monitoring', Algorithms, pp. 1-17, Sep 2022, DOI : https://doi.org/10.3390/a15110403 |
| 'Multimodal Multiclass Machine Learning Model for Automated Sleep Staging Based on Time Series Data', SN Computer Science , pp. 1-20, May 2022, DOI : https://doi.org/10.1007/s42979-022-01156-3 |
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| Full Papers in Conference Proceedings |
| 'Review of Machine Learning Techniques in Sleep Staging using Physiological Signals', 2023 IEEE 7th Conference on Information and Communication Technology, CICT 2023, pp. 1-6, Mar 2024, DOI : 10.1109/CICT59886.2023.10455301 |
| 'Revolutionizing Social Media Marketing with Social Pilot and NodeJS Optimization Techniques', International Conference on Recent Advances in Science and Engineering Technology, ICRASET 2023, pp. 1-6, Mar 2024, DOI : 10.1109/ICRASET59632.2023.10420157 |
| 'Classification of Motor Imagery based EEG Signals Using Deep Learning Architecture', 20th IEEE India Council International Conference, INDICON 2023, pp. 806-811, Mar 2024, DOI : 10.1109/INDICON59947.2023.10440899 |
| 'Modeling Reliability for Vehicle Platoon Communications: Heading out on Expressways', 2023 IEEE Global Communications Conference, GLOBECOM 2023, pp. 6050-6055, Mar 2024, DOI : 10.1109/GLOBECOM54140.2023.10436742 |
| 'Automated Sleep Staging Classification System using EEG Signals based on Machine Learning Techniques', 2023 IEEE 20th India Council International Conference, INDICON 2023, pp. 871-876, Mar 2024, DOI : 10.1109/INDICON59947.2023.10440861 |
| 'Breast Cancer: Automatic Detection from Mammogram Images by Utilizing Deep Learning Methods', 2nd International Conference on Sustainable Technology and Advanced Computing in Electrical Engineering, ICSTACE 2023, pp. 299-309, Jan 2024, DOI : https://doi.org/10.1007/978-981-99-9235-5_22 |
| 'Deep Convolutional Neural Network for Multi-class Classification of Motor Imagery from EEG Signals', International Conference on Recent Advances in Science and Engineering Technology, ICRASET 2023, pp. 1-6, Mar 2024, DOI : 10.1109/ICRASET59632.2023.10420144 |
| 'Detection of Schizophrenia Based on EEG Signal Using Vision Transformer Techniques', 2023 2nd International Conference on Futuristic Technologies, INCOFT 2023, pp. 1-6, Mar 2024, DOI : 10.1109/INCOFT60753.2023.10425650 |
| ' A Clinical Support System for the Detection of Cancer Tumors Using Deep Learning', 1st International Conference on Machine Learning and Network Data Security, MINDS 2022, pp. 1-9, Dec 2023, DOI : https://doi.org/10.1063/5.0178530 |
| 'A Deep Learning Approach to Automated Sleep Stages Classification Using Multi-Modal Signals', International Conference on Machine Learning and Data Engineering, pp. 867-876, Sep 2023, DOI : https://doi.org/10.1016/j.procs.2023.01.067 |
| 'Building Cross-Platform Application for Optimized 3D Bin Packing Algorithm', 2023 3rd Asian Conference on Innovation in Technology (ASIANCON), pp. 1-6, Oct 2023, DOI : 10.1109/ASIANCON58793.2023.10270781 |
| 'An Efficient Deep Learning Based Vehicle Classification System for Indian Vehicle', 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-4, Mar 2023, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051313 |
| 'A Machine Learning Model for Automatic Sleep Staging Based on Single-Channel EEG Signals', 9th International Symposium on Applied Computing for Software and Smart systems (ACSS 2022), pp. 193-212, Feb 2023, DOI : https://doi.org/10.1007/978-981-19-6791-7_12 |
| 'A Deep Neural Model CNN-LSTM Network for Automated Sleep Staging Based on a Single-Channel EEG Signal', 11th International Conference on Soft Computing for Problem Solving - SocProS 2022, pp. 55-71, Mar 2023, DOI : https://doi.org/10.1007/978-981-19-6525-8_6 |
| 'A Novel Approach to Predicting the Cardiovascular Sickness', International Conference on Advances in Data Science and Computing Technologies, ASDC 2022, pp. 33-42, Oct 2023, DOI : https://doi.org/10.1007/978-981-99-3656-4_4 |
| 'Machine Learning Approach for Estimation and Novel Design of Stroke Disease Predictions using Numerical and Categorical Features', 2nd International Conference for Advancement in Technology, ICONAT 2023, pp. 1-6, Apr 2023, DOI : 10.1109/ICONAT57137.2023.10080722 |
| 'Video Generation by Summarizing the Generated Transcript', 3rd IEEE Asian Conference on Innovation in Technology, ASIANCON 2023, pp. 1-6, Oct 2023, DOI : 10.1109/ASIANCON58793.2023.10270304 |
| 'A Systematic Review on Latest Approaches of Automated Sleep Staging System Using Machine Intelligence Techniques', International Conference on Robotics, Control, Automation and Artificial Intelligence, RCAAI 2022, pp. 983-992, Nov 2023, DOI : https://doi.org/10.1007/978-981-99-4634-1_77 |
| 'Heart Disease: Automatic Prediction from the Numerical and Categorical Features by Machine Learning Methods', 2023 IEEE 8th International Conference for Convergence in Technology, I2CT 2023, pp. 1-6, May 2023, DOI : 10.1109/I2CT57861.2023.10126448 |
| 'Addressing Localization and Hole Identification Problem in Wireless Sensor Networks', International Conference on Computational Intelligence and Data Engineering, pp. 307 -317, Jun 2023, DOI : https://doi.org/10.1007/978-981-99-0609-3_21 |
| 'Automatic Breast Cancer Detection with Mammography Approach Using Deep Learning Algorithm', International Conference on Data Analytics and Insights, ICDAI 2023, pp. 379 -388, Jul 2023, DOI : https://doi.org/10.1007/978-981-99-3878-0_32 |
| 'Effective Automated Drowsiness Detection System Based on Machine Intelligence Techniques', 2023 IEEE World Conference on Applied Intelligence and Computing (AIC), pp. 1-6, Oct 2023, DOI : 10.1109/AIC57670.2023.10263966 |
| 'Empowering Digital Banking Services and Enhancing Financial Inclusion using Smart and Robust Fintech Software Solutions', 2023 World Conference on Communication & Computing (WCONF), pp. 1-6, Sep 2023, DOI : 10.1109/WCONF58270.2023.10235246 |
| 'An Automated Car Price Prediction System Using Effective Machine Learning Techniques', 2022 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), pp. 402-408, Aug 2022, DOI : https://doi.org/10.1109/CISES54857.2022.9844350 |
| 'AutoSleepNet: A Multi-Signal Framework for Automated Sleep Stage Classification', 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), 2022, pp. 1-6, Jun 2022, DOI : https://doi.org/10.1109/AIC55036.2022.9848873 |
| 'Automated Classification of Sleep Stages Using Single-Channel EEG Signal: A Machine Learning-Based Method', 6th International Conference on Advances in Computing and Data Sciences, pp. 235-247, Jul 2022, DOI : https://doi.org/10.1007/978-3-031-12641-3_20 |
| 'Automated Sleep Staging Classification System Based On Convolutional Neural Network Using Polysomnography Signals', 2022 IEEE Delhi Section Conference (DELCON), pp. 1-6, Apr 2022, DOI : https://doi.org/10.1109/DELCON54057.2022.9753132 |
| 'An Automated System for Sleep Staging using EEG Brain Signals Based on A Machine Learning Approach', 2022 IEEE 19th India Council International Conference (INDICON), pp. 1-6, Nov 2022, DOI : https://doi.org/10.1109/INDICON56171.2022.10039977 |
| 'An Effective EEG Signal-Based Sleep Staging System using Machine Learning Techniques', 2022 IEEE 6th Conference on Information and Communication Technology (CICT), pp. 1-6, Nov 2022, DOI : https://doi.org/10.1109/CICT56698.2022.9997950 |
| 'Development of Efficient Ensemble Model based on Stacking Learning for Automated Sleep Staging', 2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT), pp. 511-518, Dec 2022, DOI : https://doi.org/10.1109/3ICT56508.2022.9990772 |
| 'On Stochastic Modeling of Robustness Parameter for Resilience Communications in Vehicle Platoons', GLOBECOM 2022 - 2022 IEEE Global Communications Conference, pp. 1-6, Dec 2022, DOI : https://doi.org/10.1109/GLOBECOM48099.2022.10001346 |
| 'C2R: A mechanism for Coverage and Connectivity, Hole Recognition and Repairment in Wireless Sensor Network', 2022 International Conference on Knowledge Engineering and Communication Systems (ICKES), pp. 1-6, Dec 2022, DOI : https://doi.org/10.1109/ICKECS56523.2022.10060605 |
| 'IoT-based Database Concept Model for Effective Site Management System at Construction Sites', 2022 International Conference on Knowledge Engineering and Communication Systems (ICKES), pp. 1-6, Dec 2022, DOI : https://doi.org/10.1109/ICKECS56523.2022.10059858 |
| 'Intelligent System for Detecting Email Spam Messages Using GRU', 4th International Conference on Data and Information Sciences, ICDIS 2022, pp. 71-77, Nov 2022, DOI : https://doi.org/10.1007/978-981-19-5292-0_7 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Revolutionizing Social Media Marketing with Social Pilot and NodeJS Optimization Techniques', International Conference on Recent Advances in Science and Engineering Technology, ICRASET 2023, Nov 2023 |
| 'Breast Cancer: Automatic Detection from Mammogram Images by Utilizing Deep Learning Methods', 2nd International Conference on Sustainable Technology and Advanced Computing in Electrical Engineering, ICSTACE 2023, jan 2023 |
| 'Deep Convolutional Neural Network for Multi-class Classification of Motor Imagery from EEG Signals', International Conference on Recent Advances in Science and Engineering Technology, ICRASET 2023, Nov 2023 |
| 'Classification of Motor Imagery based EEG Signals Using Deep Learning Architecture', 2023 IEEE 20th India Council International Conference, INDICON 2023, Dec 2023 |
| 'Video Generation by Summarizing the Generated Transcript', 2023 3rd Asian Conference on Innovation in Technology, ASIANCON 2023, aug 2023 |
| 'Building Cross-Platform Application for Optimized 3D Bin Packing Algorithm', 2023 3rd Asian Conference on Innovation in Technology, ASIANCON 2023, aug 2023 |
| 'Effective Automated Drowsiness Detection System Based on Machine Intelligence Techniques', 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023, jul 2023 |
| 'Machine Learning Approach for Estimation and Novel Design of Stroke Disease Predictions using Numerical and Categorical Features', 2nd International Conference for Advancement in Technology, ICONAT 2023, jan 2023 |
| 'Automatic Breast Cancer Detection with Mammography Approach Using Deep Learning Algorithm', International Conference on Data Analytics and Insights, ICDAI 2023, may 2023 |
| 'Empowering Digital Banking Services and Enhancing Financial Inclusion using Smart and Robust Fintech Software Solutions', IEEE, jul 2023 |
| 'Review of Machine Learning Techniques in Sleep Staging using Physiological Signals', 2023 IEEE 7th Conference on Information and Communication Technology, CICT 2023, Dec 2023 |
| 'Automated Sleep Staging Classification System using EEG Signals based on Machine Learning Techniques', 2023 IEEE 20th India Council International Conference, INDICON 2023, Dec 2023 |
| 'Detection of Schizophrenia Based on EEG Signal Using Vision Transformer Techniques', 2023 2nd International Conference on Futuristic Technologies, INCOFT 2023, Nov 2023 |
| 'Heart Disease: Automatic Prediction from the Numerical and Categorical Features by Machine Learning Methods', 2023 IEEE 8th International Conference for Convergence in Technology, I2CT 2023, apr 2023 |
| 'On Stochastic Modeling of Robustness Parameter for Resilience Communications in Vehicle Platoons', GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Dec 2022 |
| 'Automated Classification of Sleep Stages Using Single-Channel EEG Signal: A Machine Learning-Based Method', Sixth International Conference on Advances in Computing and Data Sciences, apr 2022 |
| 'An Automated Car Price Prediction System Using Effective Machine Learning Techniques', 2022 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), may 2022 |
| 'Development of Efficient Ensemble Model based on Stacking Learning for Automated Sleep Staging', 2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT), Nov 2022 |
| 'An Effective EEG Signal-Based Sleep Staging System using Machine Learning Techniques', 2022 IEEE 6th Conference on Information and Communication Technology (CICT), Nov 2022 |
| 'A Deep Neural Model CNN-LSTM Network for Automated Sleep Staging Based on a Single-Channel EEG Signal', SocPros2022, may 2022 |
| 'A Machine Learning Model for Automatic Sleep Staging Based on Single-Channel EEG Signals', 10th International Symposium on Applied Computing for Software and Smart systems, sep 2022 |
| 'IoT-based Database Concept Model for Effective Site Management System at Construction Sites', 2022 International Conference on Knowledge Engineering and Communication Systems (ICKES), Dec 2022 |
| 'C2R: A mechanism for Coverage and Connectivity, Hole Recognition and Repairment in Wireless Sensor Network', 2022 International Conference on Knowledge Engineering and Communication Systems (ICKES), Dec 2022 |
| 'A Clinical Support System for the Detection of Cancer Tumors Using Deep Learning', 1st International Conference on Machine Learning and Network Data Security, MINDS 2022, feb 2022 |
| 'AutoSleepNet: A Multi-Signal Framework for Automated Sleep Stage Classification', Rajkiya Engineering College, Sonbhadra, India Technically supported by Soft Computing Research Society, jun 2022 |
| 'Automated Sleep Staging Classification System Based On Convolutional Neural Network Using Polysomnography Signals', 2022 IEEE Delhi Section Conference (DELCON), feb 2022 |
| 'A Systematic Review on Latest Approaches of Automated Sleep Staging System Using Machine Intelligence Techniques', nternational Conference on Robotics, Control, Automation and Artificial Intelligence, RCAAI 2022, Nov 2022 |
| 'Addressing Localization and Hole Identification Problem in Wireless Sensor Networks', Springer, aug 2022 |
| 'A Novel Approach to Predicting the Cardiovascular Sickness', International Conference on Advances in Data Science and Computing Technologies, ASDC 2022, jun 2022 |
| 'An Automated System for Sleep Staging using EEG Brain Signals Based on A Machine Learning Approach', 2022 IEEE 19th India Council International Conference (INDICON), Nov 2022 |
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