Publications

Publications: Journal

 International:

1. Soumi Dutta, Nilan Saha, Saptarshi Ghosh and Asit Kumar Das, "Clustering Model for Microblogging Sites using Dimension Reduction Techniques" in IGI Global, 1Q11 2019. 

2. Soumi. Dutta, V. Chandra, K. Mehra, A. K. Das, T. Chakraborty and S. Ghosh, "Ensemble Algorithms for Microblog Summarization," in IEEE Intelligent Systems, vol. 33, no. 3, pp. 4-14, May./Jun. 2018.doi: 10.1109/MIS.2018.033001411. 

3. Soumi Dutta, Sujata Ghatak, Ratnadeep Dey, Asit Kr. Das, Saptarshi Ghosh. Attribute Selection for Improving Spam Classification in Online Social Networks: A Rough Set Theory Based Approach. Social Network Analysis and Mining, Springer, 2018.

4. Ghazaala Yasmin, Asit Kumar Das, Janmenjoy Nayak, S. Vimal, Soumi Dutta . A rough set theory and deep learning-based predictive system for gender recognition using audio speech. Soft Computing (2022). https://doi.org/10.1007/s00500-022-07074-z (SCI) (IF:3.643)

5. Ghatak, S., Chakraborti, S., Gupta, M. et al. Fractal Dimension-Based Infection Detection in Chest X-ray Images. Appl Biochem Biotechnology (2022). https://doi.org/10.1007/s12010-022-04108-y ( SCI) (IF:3.094)

 Publications: Conference

 International:

1. A. Das, C. Mallick, Soumi Dutta, Deep Learning-Based Automated Feature Engineering for Rice Leaf Disease Prediction in 2nd International Conference on Computational Intelligence in Pattern Recognition (CIPR 2020).[Published], (Scopus)

2. Dhananjai Sharma, Tanupriya Choudhury, Bhupesh Kumar Dewangan, Abhishek Bhattacharya, Soumi Dutta, English to Bengali Neural Machine Translation Using Global Attention Mechanism in INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS2020)[Published], (Scopus)

3. N. Samreen Fathima, M K Mariam Bee, Abhishek Bhattacharya, Soumi Dutta, An Automated Methodology for Epileptic Seizure Detection Using Random Forest Classifier. in INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS2020)[Published], (Scopus)

4. Tulika Paul,Samarjit Roy,Satanu Maity,Sujata Ghatak, Abhishek Bhattacharya, Rhythmic Finger-Striking: A Memetic Computing-Inspired Musical Rhythm Improvisation Strategy. in INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS2020)[Published], (Scopus)

5. Sabyasachi Pramanik , Debabrata Samanta, Ramakrishna Ghosh, Mangesh Ghonge, Digvajay Pandey, Steganography using Improved LSB Approach and Asymmetric Cryptography in IEEE International Conference on Advent Trends in Multidisciplinary Research and Innovation (ICATMRI-2020)[Published], (Scopus)

6. Dr. Soumi Dutta, Rupayan Banerjee, Sujoy Bhattacharya, Ritusree Ghosh, Sougata Samanta ,Tiyasa Saha, Ratna Mandal, City Traffic Speed Characterization based on City Road Surface Quality in First International Conference on Cyber Intelligence and Information Retrieval CIIR 2021, Springer, (Scopus)

7. Abishek Bhattacharya, Goldina Ghosh,Ratna Mandal, Sujata Ghatak, Debabrata Samanta,Vinod Kumar Shukla, Sabyasachi Mukherjee, Soumi Dutta, Ankta Mandal,, Predictive Analysis of the Recovery Rate From Corona Virus (Covid-19)] in First International Conference on Cyber Intelligence and Information Retrieval CIIR 2021, Springer, (Scopus)

8. Goldina Ghosh, Soumi Dutta, Abhinandan Das, Anasuya Dev, Birol Roy, Debapriya Bhowmick, Prasenjit Saha, Fetching information through crowdsourcing within a social networking site in First International Conference on Cyber Intelligence and Information Retrieval CIIR 2021, Springer, (Scopus)

9. Debabrata Samanta, Soumi Dutta, Mohammad Gouse Galety and Sabyasachi Pramanik, A Novel Approach for Web Mining Taxonomy for High-Performance Computing in First International Conference on Cyber Intelligence and Information Retrieval CIIR 2021, Springer , (Scopus)

10. Vikas Khullar, Raj Gaurang Tiwari, Ambuj Kumar Agarwal and Soumi Dutta, Physiological Signals based Anxiety Detection using Ensemble Machine Learning in First International Conference on Cyber Intelligence and Information Retrieval CIIR 2021, Springer, (Scopus)

11. Deepika S Hegde, Debabrata Samanta, Soumi Dutta, Classification framework for fraud detection using Hidden Markov Model in First International Conference on Cyber Intelligence and Information Retrieval CIIR 2021, Springer, (Scopus)

12. Mahsa Monfared, Vinod Kumar Shukla, Soumi Dutta, Anjuli Chaubey, Reshaping Education through Augmented Reality and Virtual Reality in First International Conference on Cyber Intelligence and Information Retrieval CIIR 2021, Springer, (Scopus)

13. Soumi Dutta, Sujata Ghatak, Abhijit Sarkar, Rechik Pal, Rohit Pal, and Rohit Roy, Cancer Prediction Based on Fuzzy Inference System in ICSICCS 2018[Published], (Scopus)

14. Abhijit Sarkar, Abhishek Bhattacharya, Soumi Dutta and Komal K. Parikh, A Survey on recent trend in Cloud Data Mining in INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS20218)[Published], (Scopus)

15. Soumi Dutta, Asit Kumar Das, Gourav Dutta, Komal K. Parikh Parikh, Atin Das Das and Dipsa Ganguly, Community Detection Based Tweet Summarization in INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS20218)[Published], (Scopus)

16. Soumi Dutta, Asit Kumar Das, Gourav Dutta and Manan Gupta, A Comparative Study on Cluster Analysis of Micro-Blogging Data in INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS20218)[Published], (Scopus)

17. Snehashish Bhattacharjee, Sujata Ghatak, Mousumi Gupta, Biswajoy Chattterjee and Soumi Dutta, A survey on comparison analysis between EEG signal and MRI for brain stroke detection in INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS20218)[Published], (Scopus)

18. S. Dutta S. Ghatak, A.Das, M.Gupta, S. Dasgupta, Feature selection based clustering on micro-blogging data in International Conference on Computational Intelligence in Data Mining (ICCIDM-2017)[Published], (Scopus)

19. Dutta, S., Ghatak, S., Ghosh, S. & Das, A. K., A Genetic Algorithm Based Tweet Clustering Technique in International conference on Computer Communication and Informatics (ICCCI 2017).[Published], (Scopus)

20. Dutta, S., Ghatak, S., Roy, M., Ghosh, S. & Das, A. K, A graph based clustering technique for Tweet summarization in 4th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO 2015)[Published], (Scopus)

21. Das, A., Roy, M., Dutta, S., Ghosh, S. & Das, A. K. (2014). Predicting trends in the Twitter social network: A machine learning approach in The 5th Joint International Conference on Swarm, Evolutionary and Memetic Computing (SEMCCO 2014) & Fuzzy and Neural Computing (FANCCO 2014), in Swarm, Evolutionary, and Memetic Computing, Volume 8947 of the series Lecture Notes in Computer Science pp 570-581. Organized by Institute of Technical Education and Research (ITER), Siksha ‘O’ Anusandhan University, Bhubaneswar, Odisha, India on 18-20 December, 2014[Published], (Scopus).

22. Dutta, S., Roy, M., Das, A. K. & Ghosh, S. (2014). Sentiment Detection in Online Content: A WordNet based approach. Paper presented in The 5th Joint International Conference on Swarm, Evolutionary and Memetic Computing (SEMCCO 2014) & Fuzzy and Neural Computing (FANCCO 2014), in Swarm, Evolutionary, and Memetic Computing, Volume 894 of the series Lecture Notes in Computer Science pp 409-420. Organized by Institute of Technical Education and Research (ITER), Siksha ‘O’ Anusandhan University, Bhubaneswar, Odisha, India on 18-20 December, 2014[Published], (Scopus).

23. Biswas, R., Dutta, S. (2022). COVID-19 Time Series Prediction and Lockdown Effectiveness. In: Nayak, J., Behera, H., Naik, B., Vimal, S., Pelusi, D. (eds) Computational Intelligence in Data Mining. Smart Innovation, Systems and Technologies, vol 281. Springer, Singapore. https://doi.org/10.1007/978-981-16-9447-9_16 

24. Mandal, R., Mandal, A., Dutta, S., Yusuf Alam, M., Saha, S., Nandi, S. (2023). Framework of Intelligent Transportation System: A Survey. In: Basu, S., Kole, D.K., Maji, A.K., Plewczynski, D., Bhattacharjee, D. (eds) Proceedings of International Conference on Frontiers in Computing and Systems. Lecture Notes in Networks and Systems, vol 404. Springer, Singapore. https://doi.org/10.1007/978-981-19-0105-8_10 (Scopus).

25. Dhananjai Sharma, Tanupriya Choudhury, Bhupesh Kumar Dewangan, Abhishek Bhattacharya, Soumi Dutta, A Recommendation System for Customizable Items, in International Conference On Emerging Technologies In Data Mining And Information Security (IEMIS2020).

26. Darryl Mathew, Vinod Kumar Shukla and Anjuli Chaubey , Soumi Dutta, Artificial Intelligence : Hope for Future or Hype by Intellectuals ? ,IEEE 9th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO'2021)

27. R Gurunath, Debabrata Samanta, Soumi Dutta, Joseph Varghese Kureethara , Essentials of Abstracting and Indexing for Research Paper Writing, 

Interdisciplinary Research in Technology and Management , https://www.taylorfrancis.com/chapters/edit/10.1201/9781003202240-2/essentials-abstracting-indexing-research-paper-writing-gurunath-debabrata-samanta-soumi-dutta-joseph-varghese-kureethara?context=ubx&refId=a8060826-809e-47a9-9eda-46c65f358fa9

28. Abhijit Guha, Debabrata Samanta, Sabyasachi Pramanik, Soumi Dutta  , Concept of Indexing and Concepts associated with Journal Publishing,

Interdisciplinary Research in Technology and Management , https://www.taylorfrancis.com/chapters/edit/10.1201/9781003202240-3/concept-indexing-concepts-associated-journal-publishing-abhijit-guha-debabrata-samanta-sabyasachi-pramanik-soumi-dutta?context=ubx&refId=7242789e-adf4-413c-b2dd-c28b8a6879ed

29. Mukherjee, S., Dutta, S., Mitra, S., Pati, S.K., Ansari, F., Baranwal, A. (2023). Ensemble Method of Feature Selection Using Filter and Wrapper Techniques with Evolutionary Learning. In: Dutta, P., Chakrabarti, S., Bhattacharya, A., Dutta, S., Shahnaz, C. (eds) Emerging Technologies in Data Mining and Information Security. Lecture Notes in Networks and Systems, vol 490. Springer, Singapore. https://doi.org/10.1007/978-981-19-4052-1_73 

30. Roy, S., Chakrabarty, S., De, D., Bhattacharya, A., Dutta, S., Ghatak, S. (2021). Rhythmic Finger-Striking: A Memetic Computing-Inspired Musical Rhythm Improvisation Strategy. In: Hassanien, A.E., Bhattacharyya, S., Chakrabati, S., Bhattacharya, A., Dutta, S. (eds) Emerging Technologies in Data Mining and Information Security. Advances in Intelligent Systems and Computing, vol 1300. Springer, Singapore. https://doi.org/10.1007/978-981-33-4367-2_85 

31. Bhattacharya, A., Dutta, S., Krit, S., Lai, W.C., Azzaoui, N., Burlea-Schiopoiu, A. (2023). A Stacking Ensemble Framework for Android Malware Prediction. In: Dutta, P., Chakrabarti, S., Bhattacharya, A., Dutta, S., Piuri, V. (eds) Emerging Technologies in Data Mining and Information Security. Lecture Notes in Networks and Systems, vol 491. Springer, Singapore. https://doi.org/10.1007/978-981-19-4193-1_7 (Scopus)

32. Bhattacharya, A., Dutta, S., Hasan, M.K., Yadav, K., Le, DN., Arguelles, P. (2023). A Comparative Analysis of Performances of Different Ensemble Approaches for Classification of Android Malwares. In: Dutta, P., Chakrabarti, S., Bhattacharya, A., Dutta, S., Piuri, V. (eds) Emerging Technologies in Data Mining and Information Security. Lecture Notes in Networks and Systems, vol 491. Springer, Singapore. https://doi.org/10.1007/978-981-19-4193-1_8  (Scopus)

33. Dutta, S. et al. (2023). Forecasting the Growth in Covid-19 Infection Rates. In: Dutta, P., Chakrabarti, S., Bhattacharya, A., Dutta, S., Piuri, V. (eds) Emerging Technologies in Data Mining and Information Security. Lecture Notes in Networks and Systems, vol 491. Springer, Singapore. https://doi.org/10.1007/978-981-19-4193-1_66  (Scopus)

34. Das, S., Chatterjee, S., Sarkar, D., Dutta, S. (2023). Comparison Based Analysis and Prediction for Earlier Detection of Breast Cancer Using Different Supervised ML Approach. In: Dutta, P., Bhattacharya, A., Dutta, S., Lai, WC. (eds) Emerging Technologies in Data Mining and Information Security. Advances in Intelligent Systems and Computing, vol 1348. Springer, Singapore. https://doi.org/10.1007/978-981-19-4676-9_21 

35. Singh, D. et al. (2023). Search Engine Optimization for Digital Marketing to Raise the Rank, Traffic, and Usability of the Website. In: Bhattacharyya, S., Banerjee, J.S., Köppen, M. (eds) Human-Centric Smart Computing. Smart Innovation, Systems and Technologies, vol 316. Springer, Singapore. https://doi.org/10.1007/978-981-19-5403-0_18 

36. Kartha, J.R., Dahal, R., Samanta, D., Poonia, R.C., Bhattacharya, A., Dutta, S. (2023). A Shortest Path Problem for Drug Delivery Using Domination and Eccentricity. In: Bhattacharyya, S., Banerjee, J.S., Köppen, M. (eds) Human-Centric Smart Computing. Smart Innovation, Systems and Technologies, vol 316. Springer, Singapore. https://doi.org/10.1007/978-981-19-5403-0_17 

37. Singh, D., Shivamurthaiah, M., Samanta, D., Bhattacharya, A., Dutta, S. (2023). Applicability of Search Engine Optimization for WordPress (WP) Website. In: Bhattacharyya, S., Banerjee, J.S., Köppen, M. (eds) Human-Centric Smart Computing. Smart Innovation, Systems and Technologies, vol 316. Springer, Singapore. https://doi.org/10.1007/978-981-19-5403-0_19 

38. P. Dangi, A. Jain, D. Samanta, S. Dutta and A. Bhattacharya, "3D Modelling and Rendering Using Autodesk 3ds Max," 2023 11th International Conference on Internet of Everything, Microwave Engineering, Communication and Networks (IEMECON), Jaipur, India, 2023, pp. 1-5, doi: 10.1109/IEMECON56962.2023.10092375. 

39. S. K. Podder, D. Samanta, B. Thomas, S. Dutta and A. Bhattacharya, "Impact of blended education system on outcome-based learning and sector skills development," 2023 11th International Conference on Internet of Everything, Microwave Engineering, Communication and Networks (IEMECON), Jaipur, India, 2023, pp. 1-6, doi: 10.1109/IEMECON56962.2023.10092299. 

40. A. Jain, P. Dangi, D. Samanta, S. Dutta, A. Bhattacharya and N. P. Joseph, "Creation of Bookshelf Using Autodesk 3ds Max: 3D Modelling and Rendering," 2023 11th International Conference on Internet of Everything, Microwave Engineering, Communication and Networks (IEMECON), Jaipur, India, 2023, pp. 1-4, doi: 10.1109/IEMECON56962.2023.10092371. 

41. Cunaku, E., Ndrecaj, J., Berisha, S., Samanta, D., Dutta, S., Bhattacharya, A. (2023). An Approach for Digital-Social Network Analysis Using Twitter API. In: Bhattacharya, A., Dutta, S., Dutta, P., Piuri, V. (eds) Innovations in Data Analytics. ICIDA 2022. Advances in Intelligent Systems and Computing, vol 1442. Springer, Singapore. https://doi.org/10.1007/978-981-99-0550-8_49 

42. D. Banerjee, V. Kukreja, S. Hariharan, V. Jain and S. Dutta, "An Intelligent Framework for Grassy Shoot Disease Severity Detection and Classification in Sugarcane Crop," 2023 2nd International Conference on Applied Artificial Intelligence and Computing (ICAAIC), Salem, India, 2023, pp. 849-854, doi: 10.1109/ICAAIC56838.2023.10141146. 

43. D. Banerjee, V. Kukreja, S. Hariharan, V. Jain and S. Dutta, "Hybrid CNN-SVM Approach with Regularization for Accurate Classification of Images: A Case Study on Rudraksha Beads," 2023 International Conference on Disruptive Technologies (ICDT), Greater Noida, India, 2023, pp. 676-680, doi: 10.1109/ICDT57929.2023.10151056. 

Publication-Book (Chapter Form) Chapter

1. Soumi Dutta Arijit Santra, Siladitya Sarkar, Prantik Roy, Ritika Yadav, Arijit Ghosal and Elizabeth Behrman, Dialect Identification of Bengali Language in Data Science and Data Analytics: Opportunities and Challenges , CRC Press, Taylor & Francis Group.

2. Pramanik, S., Ghosh, R., Pandey, D., Samanta, D., Dutta, S., & Dutta, S. (2021). Techniques of Steganography and Cryptography in Digital Transformation. In Sandhu, K. (Ed.), Emerging Challenges, Solutions, and Best Practices for Digital Enterprise Transformation (pp. 24-44). IGI Global. http://doi:10.4018/978-1-7998-8587-0.ch002.

3. Ankita Mandal, Soumi Dutta, Sabyasachi Pramanik (2021).Machine Intelligence of Pi from Geometrical Figures with Variable Parameters Using SCILab .In Samanta, D., Rao Althar, R., Pramanik, S., & Dutta, S . (Ed.), Methodologies and Applications of Computational Statistics for Machine Intelligence  .IGI Global.

4. Artificial Intelligence and Intelligent Transport Systems for Urban Transportation (2023), Aiman Siraj, Vinod Kumar Shukla, Sonali Vyas, Soumi Dutta, Computational Intelligence in Urban Infrastructure, Taylor & Francis.

5. R. Karthik, K. Suganthi, Kulandairaj Martin Sagayam, Soumi Dutta , Paryati, Introduction to Healthcare 4.0, (2023), Technologies for Healthcare 4.0: From AI and IoT to blockchain, IET

Publication- Authored Book

1.      Data Analysis for Social Microblogging Platforms, Soumi Dutta,Asit Kumar Das,Saptarshi Ghosh,Debabrata Samanta, Publisher: Elsevier