Computer Research and Publication
Funded research projects during the last three years:
| Sl.
No. |
Project Title | Funding Agency | Amount |
| 1 | Treatment of Class Imbalance Problem at Data Level | TEQIP III, MHRD ASTU, Guwahati |
3,98,333/- |
| 2 | IoT based Smart Farming | TEQIP III, MHRD ASTU, Guwahati |
2,80,000/- |
| 3 | Content Analysis of a natural Language | TEQIP III, MHRD ASTU, Guwahati |
3,00,000/- |
| 4 | Early Detection and Prevention of Breast Cancer using Machine Learning and Big Data Analytics | TEQIP III, MHRD ASTU, Guwahati |
2,00,000/- |
| 5 | Disease Identification of Crops using Image Processing Techniques | TEQIP III, MHRD ASTU, Guwahati |
2,72,000/- |
| 6 | Content Analysis of a Natural Language | TEQIP III, MHRD ASTU, Guwahati |
3,00,000/- |
List of Publications by Faculty Members
| Sl
No. |
Name of the Faculty Member | Details of Publications |
| 1 | Avinash Dubey | Avinash Dubey, A.K Mehta & Chandrashekhar Azad “A Novel Approach for Information Security in Hadoop”, International Journal of Computer & Mathematical Sciences, 6, pp-42-47, ISSN: 2347 – 8527, June 2017 |
| 2 | Babulal Hansda | A Robust Watermarking Scheme for 3D Polygon Mesh Models Using Mean Curvature, Proceedings of the 5th International Conference On Advance Computing, Networking, and Informatics(ICACNI 2017) NIT Goa, 2017 |
| 3 | Himanish Shekhar Das | Himanish Shekhar Das, and Pinki Roy, “Optimal Prosodic Feature Extraction and Classification in Parametric Excitation Source Information for Indian Language Identification using Neural Network based Q-Learning Algorithm”, International Journal of Speech Technology(IJST),DOI: 10.1007/s10772-018-09582-6. [ESCI, Scopus Indexed] (Accepted) |
| 4 | Himanish Shekhar Das | Himanish Shekhar Das, and Akalpita Das, “Modified Mean Neighbor Clustering Algorithm with Minimization of Orphan Nodes”, International Journal of Engineering Science and Technology (IJEST), vol. 10, no. 02S, pp. 87-91, Feb 2018. DOI:10.21817/ijest/2018/v10i2S/181002S013. [UGC Listed Journal] |
| 5 | Himanish Shekhar Das | Himanish Shekhar Das, and Sanghita Bhattacharjee, “A Congestion Aware Routing for Lifetime Improving in Grid Based Sensor Networks,” Journal of High Speed Networks (IOS Press), vol. 23, no. 1, pp. 1-14, 2017. DOI: 10.3233/JHS-170553. [ESCI, Scopus Indexed] |
| 6 | Himanish Shekhar Das | Utkal Sinha, Himanish Shekhar Das, and Mayank Shekhar, “Survey on human activity recognition techniques for video surveillance”, International Journal of Computer Science and Telecommunications (IJCST), vol. 6, no. 3, 2015. |
| 7 | Himanish Shekhar Das | Himanish Shekhar Das, and Akalpita Das, “Modified Mean Neighbor Clustering Algorithm with Minimization of Orphan Nodes”, in proc. of National Conference on Advances in Science, Engineering and Technology (ASET), 2017. |
| 8 | Himanish Shekhar Das | Priyanka Pukhrambam, Sanghita Bhattacharjee, and Himanish Shekhar Das, “A Multilevel Weight Based Routing Algorithm for Prolonging Network Lifetime in Cluster Based Networks,” in proc. of International Conference on Signal, Networks, Computing, and Systems (ICSNCS), vol. 1, pp. 193-203, 2016. [Springer, Scopus Indexed] |
| 9 | Himanish Shekhar Das | Himanish Shekhar Das, and Pinki Roy, “A Deep Dive into Deep Learning Techniques for solving Spoken Language Identification Problems in Speech Signal Processing”, in “Intelligent Speech Signal Processing”, ch. 4, 2019,by: Digital Signal Processing, Elsevier, ISBN: 9780128181300. [Scopus Indexed](Accepted) |
| 10 | Heisnam Rohen Singh | Heisnam Rohen Singh, Saroj Kr. Biswas, Monali Bordoloi, “Recent neuro-fuzzy approaches for Feature selection and classification”, Exploring Critical Approaches of Evolutionary Computation, IGI Global book series, 2019, Page (1-19)ISSN: 2327-039X |
| 11 | Heisnam Rohen Singh | HeisnamRohen Singh, Saroj Kr. Biswas, “A Neuro-fuzzy Classification system using Dynamic Clustering”, Machine Intelligence and Signal Analysis, Advances in Intelligent Systems and Computing, Springer, vol. 748, Page (157- 170), April 2018, ISSN 2194-5357, ISSN 2194-5365 (electronic) |
| 12 | Heisnam Rohen Singh | HeisnamRohen Singh and Dr.Saroj Kr. Biswas, “Transparent Neuro-fuzzy model for Linguistic variables selection and rule-based classification”, International Journal of Pure and Applied Mathematics, vol. 118, no. 19, page (85-100), 1 February 2018, ISSN: 1311-8080 (printed version); ISSN: 1314-3395 (on-line version). |
| 13 | Heisnam Rohen Singh | HeisnamRohen Singh, Saroj Kr. Biswas, Biswajit Purkayastha, “A neuro-fuzzy classification technique using dynamic clustering and GSS rule generation”, Journal of Computational and Applied Mathematics, Elsevier, vol. 309, 1 January 2017, Page( 684-694), ISSN No. 0377-0427. |
| 14 | Heisnam Rohen Singh | “Rainfall forecasting by relevant attributes using artificial neural networks – a comparative study”. Int J. Big Data Intelligence, Vol 3, No.2, 2016, Saroj Kr. Biswas, Leniency Marbaniang, Biswajit Purkayastha, Manomita Chakraborty, Heisnam Rohen Singh and Monali Bordoloi |
| 15 | Heisnam Rohen Singh |
“Trust and Reputation Model Based on Causal Induction Method ”Lourembam Suraj Singh, Heisnam Rohen Singh, Arambam Neelima, Sarangthem Ibotombi Singh, IJCST Vol. 3, Issue 3, July – Sept 2012 |
| 16 | Heisnam Rohen Singh | “A Model of Computing Trust in Web Based Social Network Using
New Aggregation and Concatenation Operators “Heisnam Rohen Singh, Arambam Neelima, Lourembam Suraj Singh, Sarangthem Ibotombi Singh, IJCSN International Journal of Computer Science and Network, Volume 2, Issue 4, August 2013 |
| 17 | Heisnam Rohen Singh | Saroj Kr. Biswas, Manomita Chakraborty, HeisnamRohen Singh, Debashree Devi, BiswajitPurkayastha, Akhil Kr. Das, “Hybrid case-based reasoning system by cost-sensitive neural network for classification”, Soft Computing, Springer, vol. 21, no. 200, December 2017, Page (1-18) ISSN No. 1433-7479(Online)1432-7643 (Print). |
| 18 | Dr. Heisnam Rohen Singh | Saroj Kr. Biswas, Monali Bordoloi, Heisnam Rohen Singh, BiswajitPurkayastha, “A Neuro-Fuzzy Rule-Based Classifier Using Important Features and Top Linguistic Features”, International Journal of Intelligent Information Technologies (IJIIT), vol. 12, no. 3, July-September 2016, Page (38 – 51), I SSN: 1548-3657. |
| 19 | Dr. Rupam Baruah | Rupam Baruah and Shyamanta M. Hazarika,” Qualitative Directions in Egocentric and Allocentric Spatial Reference Frames” , International Journal of Computer Information Systems and Industrial Management Applications, ISSN 2150-7988 Volume 6 (2014) pp. 344 – 354 |
| 20 | Dr. Rupam Baruah | R. Baruah and S. M. Hazarika, “A framework for recognition of motion events using qualitative knowledge,” 2013 3rd IEEE International Advance Computing Conference (IACC), Ghaziabad, 2013, pp. 1449-1454, doi: 10.1109/IAdCC.2013.6514440. |
| 21 | Dr. Rupam Baruah | Baruah, Rupam, and Shyamanta M. Hazarika. “Reasoning about directions in an egocentric spatial reference frame.” Proceedings of DLAC 2013 (2013). |
| 22 | Dr. Rupam Baruah | Baruah, Rupam, and Shyamanta M. Hazarika. “Recognition of motion events of directed points using a language based framework.” 2013 1st International Conference on Emerging Trends and Applications in Computer Science. IEEE, 2013. |
| 23 | Dr. Rupam Baruah | Baruah, Rupam, and Shyamanta M. Hazarika. “Modeling motion event using QSR.” Spatio-Temporal Dynamics (2010): 61. |
| 24 | Dr. Rupam Baruah | Rupam Baruah “ Present state and future scope of Assamese text processing”, 11th International Conference on computer communication and informatics 2021 (27-29 Jan 2021) |
| 25 | Dr. Sauravjyoti Sarmah | Clustering Techniques in Spatial Data Analysis, co-authors: R. Sarmah, D. K. Bhattacharyya and J. K. Kalita, published by Verlag DM AG & Co, KG, Germany; ISBN :978-3-8473-4150-5. |
| 26 | Dr. Sauravjyoti Sarmah | Sarmah, Sauravjyoti, Rosy Das, and Dhruba Kumar Bhattacharyya. “DGDCT: a distributed grid-density based algorithm for intrinsic cluster detection over massive spatial data.” International Conference on Distributed Computing and Networking. Springer, Berlin, Heidelberg, 2008. |
| 27 | Dr. Sauravjyoti Sarmah | Sarmah, Sauravjyoti, and Dhruba Kumar Bhattacharyya. “DisClus: a distributed clustering technique over high resolution satellite data.” International Conference on Distributed Computing and Networking. Springer, Berlin, Heidelberg, 2010. |
| 28 | Dr. Sauravjyoti Sarmah | Sarmah, Sauravjyoti, and Dhruba K. Bhattacharyya. “SATCLUS: an effective clustering technique for remotely sensed images.” International Conference on Pattern Recognition and Machine Intelligence. Springer, Berlin, Heidelberg, 2011.. |
| 29 | Dr. Sauravjyoti Sarmah | Sarmah, Sauravjyoti, Rosy Das Sarmah, and Dhruba Kumar Bhattacharyya. “An effective density-based hierarchical clustering technique to identify coherent patterns from gene expression data.” Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, Berlin, Heidelberg, 2011. |
| 30 | Dr. Sauravjyoti Sarmah | Sarmah, Sauravjyoti, Rosy Das, and Dhruba Kr Bhattacharyya. “A distributed algorithm for intrinsic cluster detection over large spatial data.” World Acad Sci Eng Technol 21 (2008): 856-66. |
| 31 | Dr. Sauravjyoti Sarmah | Sarmah, Sauravjoyti, and Dhruba K. Bhattacharyya. “An effective technique for clustering incremental gene expression data.” IJCSI International Journal of Computer Science Issues 7.3 (2010): 31-41. |
| 32 | Dr. Sauravjyoti Sarmah | Sarmah, Sauravjyoti, and Dhruba K. Bhattacharyya. “A grid-density based technique for finding clusters in satellite image.” Pattern Recognition Letters 33.5 (2012): 589-604. |
| 33 | Dr. Sauravjyoti Sarmah | Barua, Hrishav Bakul, Dhiraj Kumar Das, and Sauravjyoti Sarmah. “A density based clustering technique for large spatial data using polygon approach.” TDCT, IOSR Journal of Computer Engineering (IOSRJCE) ISSN (2012): 2278-0661. |
| 34 | Dr. Sauravjyoti Sarmah | Barua, Hrishav Bakul, and Sauravjyoti Sarmah. “An extended density based clustering algorithm for large spatial 3d data using polyhedron approach.” International Journal of Computer Applications 58.2 (2012). |
| 35 | Dr. Sauravjyoti Sarmah | Barua, Hrishav Bakul, Sauravjyoti Sarmah, and Mukul Biswas. “Soft TDCT: a fuzzy approach towards triangle density based clustering.” International Journal of Computer Applications 90.8 (2014). |
| 36 | Dr. Sauravjyoti Sarmah | Das, R., S. Sarmah, and D. K. Bhattacharyya. “A Distributed Clustering Technique for Intrinsic Cluster Detection.” 2006 International Conference on Advanced Computing and Communications. IEEE, 2006. |
| 37 | Dr. Sauravjyoti Sarmah | Sarmah, S., R. Das, and D. K. Bhattacharyya. “Intrinsic Cluster Detection Using Adaptive Grids.” 15th International Conference on Advanced Computing and Communications (ADCOM 2007). IEEE, 2007. |
| 38 | Biswajit Sarma | Sarma, Biswajit, and Srishti Dasgupta. “Study and Analysis of ELF Vulnerabilities in Linux.”, International Journal of Innovative Research in Engineering and Management (IJIREM) issn: 2350-0557, VOL-1, Issue-3, Nov-2014 |
| 39 | Biswajit Sarma | Sarma, Biswajit, and Srishti Dasgupta ,”Dynamic Load Calculation in a Distributed System using centralized approach “, International Journal of Advance Research, Ideas and Innovations in Technology, Vol- 1, Issue – 2, Nov, 2014 |
| 40 | Biswajit Sarma | Sarma, Biswajit, and Srishti Dasgupta , “ Stack Overflow and Program Control”, Euro. J. Adv. Engg. Tech. 2015, 2(7):33-37 |
| 41 | Biswajit Sarma | Das, Riju, Saroj Kr Biswas, Debashree Devi, and Biswajit Sarma. “An Oversampling Technique by Integrating Reverse Nearest Neighbor in SMOTE: Reverse-SMOTE.” In 2020 International Conference on Smart Electronics and Communication (ICOSEC), pp. 1239-1244. IEEE, 2020. |
| 42 | Diganta Baishya | Diganta Baishya and Rupam Baruah, “Highly Efficient Parts of Speech Tagging in Low Resource Languages with Improved Hidden Markov Model and Deep Learning” International Journal of Advanced Computer Science and Applications(IJACSA),12(10),2021. http://dx.doi.org/10.14569/IJACSA.2021.0121011 |
| 43 | Diganta Baishya | Baishya, Diganta, Pradip K. Das, and Dipsikha Phukan. “Intelligent Prescription Reader: A Smart Health Tracking Application.” 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA). IEEE, 2020. |
| 44 | Diganta Baishya | Baishya, Diganta, and Pradip K. Das. “Improving windows tasks recognizer for Assamese using bigram analysis.” 2014 International Conference on Audio, Language and Image Processing. IEEE, 2014. |
| 45 | Diganta Baishya | “Effect of End Sections in Speech Recognition”, Proc. Of ICAET-2014, ISBN : 978-1-63248-028-6 doi: 10. 15224/978-1-63248-028-6-01-05 |
| 46 | Diganta Baishya | “ Present state and future scope of Assamese text processing”, 11th International Conference on computer communication and informatics 2021 (27-29 Jan 2021) |
| 47 | Diganta Baishya | Diganta Baishya, “Improving Hidden Markov Model for very low resource languages: An analysis for Assamese part of speech tagging”, 11th International Conference , CONFLUENCE 2021. |
| 48 | Nilakhi Saikia | Saikia, Nilakhi, and S. R. Nirmala. “A Review on Recognition of Online Handwriting in Different Scripts.” IOSR-JVSP, Vol 8, Issue- 2 Ver 1(Mar – Apr 2018), PP 19-29 |
| 49 | Riju Das | Das, Riju, Saroj Kr Biswas, Debashree Devi, and Biswajit Sarma. “An Oversampling Technique by Integrating Reverse Nearest Neighbor in SMOTE: Reverse-SMOTE.” In 2020 International Conference on Smart Electronics and Communication (ICOSEC), pp. 1239-1244. IEEE, 2020. |
| 50 | Riju Das | Das, Riju, and Nabajyoti Medhi. “Modular Rook (MR): A Modular Data Center Network Architecture Based on Rook’s Graph.” Smart Computing Paradigms: New Progresses and Challenges. Springer, Singapore, 2020. 13-25. |
| 51 | Riju Das | Chatterjee, Dibyajyoti, Pooja Rani Borah, Anshuman Baruah, Kritartha Pratim Deka, Mayurdeep Pathak, Nabasmita Phukan, Riju Das, and Priyanka Devi. “Smart Power Cut Monitoring in Distribution Lines using Sensors.” In 2019 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), pp. 1-7. IEEE, 2019. |
| 52 | Syed Ibtisam Tauhidi | Saikia, A., Khan, M. A., Pusph, S., Tauhidi, S. I., Bhattacharyya, R., Hazarika, S. M., & Gan, J. Q. (2016). cBDI-based collaborative control for a robotic wheelchair. Procedia Computer Science, 84, 127-131. |
| 53 | Prakash Waghamode | Malicious android application in market place: how do we fix it? International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-2, Issue-4, April 2013 |
| 54 | Prakash Waghamode | Steganography: A review, International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, Vol. 2 Issue 10, October – 2013 |
| 55 | Prakash Waghamode | An Effective and Efficient Approach for Low Network Bandwidth Users, IEEE Conference on Information Processing, VIT, Pune, PaperID_716, Dec 16th -19th , 2015.DOI: 10.1109/INFOP.2015.7489487, Year: 2015 ,Pages: 778 – 783 |
| 56 | Rupjyoti Baruah | Baruah, Rupjyoti, and Rajesh Kumar Mundotiya. “NLPRL Odia-English: Indic Language Neural Machine Translation System.” In Proceedings of the 7th Workshop on Asian Translation, pp. 118-121. 2020. |
| 57 | Rupjyoti Baruah | Mundotiya, Rajesh Kumar, Rupjyoti Baruah, Bhavana Srivastava, and Anil Kumar Singh. “Nlprl at wnut-2020 task 2: Elmo-based system for identification of covid-19 tweets.” In Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020), pp. 419-422. 2020. |
| 58 | Rupjyoti Baruah | Baruah, Rupjyoti, Rajesh Kumar Mundotiya, Amit Kumar, and Anil Kumar Singh. “NLPRL system for very low resource supervised machine translation.” In Proceedings of the Fifth Conference on Machine Translation, pp. 1075-1078. 2020. |
| 59 | Rupjyoti Baruah | Kumar, Amit, Rupjyoti Baruah, Rajesh Kumar Mundotiya, and Anil Kumar Singh. “Transformer-based neural machine translation system for Hindi–Marathi: WMT20 shared task.” In Proceedings of the Fifth Conference on Machine Translation, pp. 393-395. 2020. |
| 60 | Rupjyoti Baruah | Mundotiya, Rajesh Kumar, Arpit Mehta, Rupjyoti Baruah, and Anil Kumar Singh. “Integration of morphological features and contextual weightage using monotonic chunk attention for part of speech tagging.” Journal of King Saud University-Computer and Information Sciences (2021). |
| 61 | Rupjyoti Baruah | Baruah, Rupjyoti, Rajesh Kumar Mundotiya, and Anil Kumar Singh. “Low Resource Neural Machine Translation: Assamese to/from Other Indo-Aryan (Indic) Languages.” Transactions on Asian and Low-Resource Language Information Processing 21, no. 1 (2021): 1-32. |
| 62 | Rupjyoti Baruah | Baruah, Rupjyoti, and Anil Kumar Singh. “A Clinical Practice by Machine Translation on Low Resource Languages.” In Natural Language Processing in Healthcare, pp. 1-17. 2022 CRC Press. |
| 63 | Rupjyoti Baruah | Mundotiya, R.K., Mehta, A. & Baruah, R. Domain Adaptation for POS Tagging with Contrastive Monotonic Chunk-wise Attention. Neural Process Lett 54, 2901–2918 (2022). https://doi.org/10.1007/ |