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Personal Details
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| Name | Dr Amitava Choudhury |
| Designation | Assistant Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Amitava.Choudhury@sot.pdpu.ac.in |
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Educational Qualifications
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| B.Tech. (Information Technology, West Bengal University of Technology, Kolkata), 2008 |
| M.Tech. (Character Recognition, Jadavpur University, Kolkata), 2013 |
| Ph.D (Machine Learning BAsed Microstructure Analysis, Indian Institute of Engineering Science and Technology. Shibpur), 2020 |
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Professional Affiliation
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| Institute of Engineers, India |
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Awards
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| 1. Teacher Associateship for Research Excellence, Science and Engineering Research Board (SERB)
2. Best Paper Award, IEEE sponsored International Conference on Emerging Trends in Science & Technology, August 2020 |
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Publications / Articles / Conference
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| Research based or onographs/Textbooks published |
| 'Digital Learning based Education', Springer, Feb 2023 |
| 'Evolution of Digitized Societies Through Advanced Technologies', Springer, Aug 2022 |
| 'Environmental Informatics', Springer, Jul 2022 |
| 'ADVANCES IN DATA SCIENCE AND COMPUTING TECHNOLOGY', CRC Press, Aug 2022 |
| 'Smart Agriculture Automation Using Advanced Technologies', Springer, Dec 2021 |
| 'Agricultural Informatics: Automation Using the IoT and Machine Learning', Wiley, Mar 2021 |
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| Articles/Chapters Published in the books |
| 'Importance of Internal and External Psychological Factors in Digital Learning', Springer, Jan 2023 |
| 'Introduction to Digital Society: An Overview', Springer, Aug 2022 |
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| Published Papers in Journals |
| 'Breaking data barriers: advancing phase prediction in high entropy alloys through a new machine learning framework', Canadian Metallurgical Quarterly , pp. 1-11, Aug 2024, DOI : https://doi.org/10.1080/00084433.2024.2395674 |
| 'A voting-based ensemble classifier to predict phases and crystal structures of high entropy alloys through thermodynamic, electronic, and configurational parameters', Journal of Alloys and Metallurgical Systems, pp. 100087-1, Sep 2024, DOI : https://doi.org/10.1016/j.jalmes.2024.100087 |
| 'Utilizing Machine Learning Algorithms to Predict Accuracy of the Index of Relative Tectonic Activity (IRTA), Dhansiri (North) River Basin in India and Bhutan', IEEE Access, pp. 60482-60495, Apr 2024, DOI : 10.1109/ACCESS.2024.3394061 |
| 'On-Demand MXene-Coupled Pyroelectricity for Advanced Breathing Sensors and IR Data Receivers', Langmuir, pp. 8897-8910, Apr 2024, DOI : https://doi.org/10.1021/acs.langmuir.4c00074 |
| 'Correlation and Prediction of Molten Steel Temperature in Steel Melting Shop Using Reliable Machine Learning (RML) Approach', Transactions of the Indian Institute of Metals, pp. 3365-3377, Dec 2023, DOI : https://doi.org/10.1007/s12666-023-03005-0 |
| 'Phase Prediction in High Entropy Alloys by Various Machine Learning Modules Using Thermodynamic and Configurational Parameters.', Metals and Materials International , Jun 2022 |
| 'Prediction and Analysis of Mechanical Properties of Low Carbon Steels Using Machine Learning', Journal of The Institution of Engineers (India): Series D, Feb 2022 |
| 'The Role of Machine Learning Algorithms in Materials Science: A State of Art Review on Industry 4.0', Archives of Computational Methods in Engineering , Apr 2021 |
| 'Random Forest Regression-Based Machine Learning Model for Accurate Estimation of Fluid Flow in Curved Pipes', Processes, Nov 2021 |
| 'CGI based syslog management system for virtual machines', Spatial Information Research, Aug 2020 |
| 'Structure Prediction of Multi-principal Element Alloys Using Ensemble Learning', Journal of Engineering Computations, Apr 2020 |
| 'Computer Vision Approach for Phase Identification from Steel Microstructure', Journal of Engineering Computations, Aug 2019 |
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| Full Papers in Conference Proceedings |
| 'Harmonizing Voices: Enhancing Speech Recognition Through Integrated Phonological Features in Bengali', 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), pp. 1-8, Feb 2024, DOI : https://doi.org/10.1109/SMARTGENCON60755.2023.10442437 |
| 'Enhancing Speech Emotion Recognition Through Multimodal Fusion and Advanced Feature Extraction Techniques', 2023 2nd International Conference on Futuristic Technologies, INCOFT 2023, 2023, pp. 1-4, Feb 2024, DOI : https://doi.org/10.1109/INCOFT60753.2023.10425376 |
| 'Elevating Bengali Speech Recognition with Phonological Harmony', 2023 2nd International Conference on Futuristic Technologies (INCOFT), pp. 1-6, Feb 2024, DOI : https://doi.org/10.1109/INCOFT60753.2023.10425164 |
| 'Optimizing the Parameters of Fluidized Bed Dryer', IEEE 9th International Conference for Convergence in Technology, I2CT 2024, pp. 1-5, Apr 2024, DOI : 10.1109/I2CT61223.2024.10543331 |
| 'Study of Security for Edge Detection Based Image Steganography', 4th International Conference on Computer and Communication Technologies, IC3T 2022, pp. 109-116, May 2023, DOI : https://doi.org/10.1007/978-981-19-8563-8_11 |
| 'Integration of Machine Learning Techniques for Intelligent Network Attack Detection', International Conference on Electrical, Electronics and Computer Engineering , pp. 1-6, Dec 2023, DOI : 10.1109/UPCON59197.2023.10434312 |
| 'Harmonizing Voices: Enhancing Speech Recognition Through Integrated Phonological Features in Bengali', International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), pp. 1-6, Dec 2023, DOI : https://doi.org/10.1109/SMARTGENCON60755.2023.10442437 |
| 'Elevating Bengali Speech Recognition with Phonological Harmony', International Conference on Futuristic Technologies (INCOFT), pp. 1-6, Oct 2023, DOI : https://doi.org/10.1109/INCOFT60753.2023.10425164 |
| 'Design and Development of a Statistical Model for Ranking of a territory using Machine Learning Algorithms', INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND NETWORK DATA SECURITY, pp. 020005 -020005 , Nov 2023, DOI : https://doi.org/10.1063/5.0178714 |
| 'An Investigation into the Efficacy of Interactive Tools in the Online Teaching-Learning Process', Advances in Data Science and Computing Technologies, pp. 523-529, Sep 2023, DOI : https://doi.org/10.1007/978-981-99-3656-4_53 |
| 'Leveraging Advanced Convolutional Neural Networks and Transfer Learning for Vision-Based Human Activity Recognition', Robotics, Control and Computer Vision, pp. 239-248, May 2023, DOI : https://doi.org/10.1007/978-981-99-0236-1_19 |
| 'A Comparative Study on Native and Non-Native English Accent Classifications', International Conference on Futuristic Technologies (INCOFT), Belgaum, India, 2022, pp. 1-6, Apr 2023, DOI : https://doi.org/10.1109/INCOFT55651.2022.10094428 |
| 'Enhancing Speech Emotion Recognition Through Multimodal Fusion and Advanced Feature Extraction Techniques', International Conference on Futuristic Technologies (INCOFT), pp. 1-4, Nov 2023, DOI : https://doi.org/10.1109/INCOFT60753.2023.10425376 |
| 'Design of an Efficient WSN with Reducing Energy and Overlapping Coverage Area', International Conference on Smart Generation Computing, Communication and Networking, SMART GENCON 2022, pp. 1-6, Apr 2023, DOI : https://doi.org/10.1109/SMARTGENCON56628.2022.10083593 |
| 'A Study on Effect of COVID-19 and AI tools to Detect Coronavirus from Chest Medical Images', 2021 5th International Conference on Information Systems and Computer Networks (ISCON), pp. 1-5, Feb 2022, DOI : https://doi.org/10.1109/ISCON52037.2021.9702393 |
| 'Facial Recognition Based Attendance Monitoring System', International Advanced Computing Conference, Feb 2022 |
| 'Phase Segmenting Process in Ultra-High Carbon Steels Using Deep Vision Approach.', International Conference on Data and Information Sciences, pp. 185-191, Jun 2022, DOI : https://doi.org/10.1007/978-981-19-5292-0_17 |
| 'Customized Human Mask-Face Recognition using Computer Vision', Global Conference for Advancement in Technology , Oct 2021 |
| 'Cryptosystem using Facial Landmark for Authentication Pairing and Key Generation in Bluetooth Security', Global Conference for Advancement in Technology , Oct 2021 |
| 'A Healthcare Data Management System on Blockchain Framework', 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), pp. 1-5, Dec 2021, DOI : https://doi.org/10.1109/SMARTGENCON51891.2021.9645890 |
| 'Facial Recognition Based Attendance Monitoring System', International Advanced Computing Conference - 2021, pp. 244-253, Dec 2021, DOI : https://doi.org/10.1007/978-3-030-95502-1_19 |
| 'Efficient Human Feature Recognition Process Using Sclera', Machine Learning, Image Processing, Network Security and Data Sciences, Jun 2020 |
| 'Real-Time Inventory Management Using Hadoop', MIDAS, Sep 2020 |
| 'Deep Neural Network based Place and Manner of Articulation Detection and Classication for Bengali continuous speech', 6th International Conf. on Smart Computing and Communications, Dec 2018 |
| 'Handwritten Bengali Numeral Recognition using HOG Based Feature Extraction Algorithm', International Conference on Signal Processing and Integrated Networks, Feb 2018 |
| 'Deep Neural Network Based Recognition and Classification of Bengali Phonemes: A Case Study of Bengali Unconstrained Speech', International Conference on Next Generation Computing Technologies, Jun 2018 |
| 'A New Zone Based Algorithm for Detection of License Plate From Indian Vehicle', PDGC, Dec 2017 |
| 'Recognition of Handwritten Bangla Numerals using Adaptive Coefficient Matching Technique', Twelfth International Multi-Conference on Information Processing, Aug 2016 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Elevating Bengali Speech Recognition with Phonological Harmony', 2023 2nd International Conference on Futuristic Technologies, INCOFT 2023, 2023, Nov 2023 |
| 'Enhancing Speech Emotion Recognition Through Multimodal Fusion and Advanced Feature Extraction Techniques', 2023 2nd International Conference on Futuristic Technologies, INCOFT 2023, 2023, Nov 2023 |
| 'Harmonizing Voices: Enhancing Speech Recognition Through Integrated Phonological Features in Bengali', 2023 3rd International Conference on Smart Generation Computing, Communication and Networking, SMART GENCON 2023, 2023, Dec 2023 |
| 'A Paradigm Shift towards Crowd-based Healthcare System', HCOMP/AAAI, Nov 2021 |
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