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Dr. Nomi Baruah

Associate Professor, Dibrugarh University Institute of Engineering and Technology (DUIET)
  • Email - [email protected]
  • Phone No. - 8399015002
  • Dibrugarh University Institute of Engineering and Technology (DUIET)
  • Designation - Associate Professor

Profile

Education Qualifications:

B.E.(Jorhat Engineering College)

M.E.(Thapar University)

Ph. D.(Dibrugarh University)

Areas of Interest/ Specialization:

  • Software Process Improvement, Requirement Engineering, Natural Language Processing, Machine Learning

Administrative Assignments:

  1. Member of D.U. Newsletter from September 2013 to March,2015.
  2. Member of Security Committee 2013-2015.
  3. Warden, NBDCN, D.U. from 18.02.2014 to 28.07.2015.
  4. Member of Syllabus Committee 2013-2014.
  5. Member of Felicitation Committee,Golden Jubilee, D.U.
  6. Member of Organising Committee, NSS 2015 held in Dibrugarh University.
  7. Member of NEQIP Project from Dept. of Computer Science & Engineering, DUIET, D.U.
  8. Presiding Officer of DUPGSU Election of 2013 and 2015.
  9. Representated Dibrugarh University Institute of Engineering & Technology (DUIET), D.U. in Workshop on Approval Process 2016-2017 organised by AICTE at Calcutta University on 18.09.2015.
  10. Faculty Co-ordinator of Training & Placement Cell, Dept. of Computer Science & Engineering, DUIET, D.U.
  11. Member of NAAC Assessment Committee of DUIET,2015
  12. Member of Sponsored Research and Industrial Consultancy Cell, DUIET, D.U.
  13. Counsellor of BTech Students(Computer Sc. & Engg.)
  14. Project Coordinator of CSE(2015-2016)
  15. Faculty incharge of Auxesis 6.0 held in the month of September 2016 under the event head Web Designing.
  16. Member of IMC(Institute Management Committee),DUIET from 7th January,2020 till 31st July,2021.
  17. Departmental NBA Coordinator.
  18. Event Coordinator of Soft Skill Training Program held from 20th to 22nd December, 2017 under TEQIP-III Project.
  19. Counsellor of B. Tech counselling cum admission 2017-2023.
  20. Event Coordinator of Jal Diwas Program on 22nd July, 2019.
  21. HOD incharge of Computer Science & Engineering Department, DUIET From 07.01.2020 to 02.08.2022.
  22. Convenor Girls' Common Room Committee for students of DUIET,2020.
  23. Member of Faculty Advisor Committee of DUIET Council from 2021-2024.
  24. Campaining Observer of DUPGSU Election 2022.
  25. Assistant Officer Examination,DUIET from July,2022 till date.
  26. HOD of Department of Computer Science and Engineering, DUIET from 03.08.2022 to till date.

B.Tech. Projects Supervised:

  1. Quality Improvement and Process Optimization Tool.
  2. Dependency of Software Process Areas.
  3. Component Based Software Engineering-Developing System From Components.
  4. Analysis of Object-Oriented Design Metric Suites and An UI-Based Graphical Tool.
  5. An Approach For Clone Detection & Removal.
  6. Component-Based Software Engineering:A Tool for Code Reuse.
  7. An Approach to Automated User Story Cards.
  8. Control Flow Graph Generation.
  9. An Advanced Approach to People Capability Maturity Model.
  10. Implementation of LESK Algorithm in Word Senes Disambiguation using Assamese Wordnet.
  11. A Hybrid Approach for Software Development in Startups.
  12. Machine Translation from English to Hindi using Neural Network.
  13. Sentiment Analysis in Assamese Text.
  14. Software Process Improvement in Software Startups of Assam.

Ph. D Scholars:

 

Sl. No

Name

Topic

Status

1

Ms. Mandira Neog

A Study on Different Approaches for Detecting Assamese Toxic Contents on Social Media

Ongoing

2

Mr. Rituraj Phukan

Assamese POS Tagging using Machine Learning Approaches

Ongoing

3

Mr. Pritom Jyoti Goutam

A study on Text Summarization for Assamese Language using Deep Learning Approaches

Ongoing

4

Ms. Tulika Chutia

Text-based Emotion Detection in Assamese Language: A Deep Learning Approach

Ongoing

 

Workshops & Seminars attended:

Sl. No.

 

Component

Title of the programme

1

Two weeks workshop organized by NITTTR Kolkata(16/02/2015 to 28/02/2015)

Research Methodology in Technical Education

2

One week workshop organized by Dibrugarh University in collaboration with Rajiv Gandhi National Institute of Youth Development (12/12/2015 to 19/12/2015)

Women Connect for Leadership & Change

3

One week workshop organized by Teaching Learning Centre, IIT Madras (09/07/2018 to 13/07/2018)

Faculty Development Programme

4

Two weeks workshop organized by NITTTR Kolkata (25/09/2018 to 06/10/2018)

Research Methodology in Technical Education and Documentation using Latex

5

One week workshop organized by DUIET, Dibrugarh University under TEQIP III (17/12/2018 to 21/12/2018)

Pedagogy and Andragogy

6

One week workshop organized by Dept. of Computer Science & Engineering, DUIET, Dibrugarh University under TEQIP III (25/03/2019 to 29/03/2019)

Big Data, Cloud Computing and Hands on Python

7

One week workshop organized by DUIET, Dibrugarh University under TEQIP III (03/06/2019 to 07/06/2019)

NBA Accreditation, NBA SAR Filling and Research Methodology

8

One week workshop organized by Dept. of Engineering Mathematics, DUIET, Dibrugarh University under TEQIP III (12/08/2019 to 16/08/2019)

Linear Algebra and its Applications in Engineering Sciences

9

One Week FDP  held at Dr. SSBUICET, Panjab University, Chandigarh from 2nd to 6th September, 2020.

 

PedagogicalTechniques for Virtual Classroom

10

One week Faculty Development Programme  under the aegis of TEQIP-III project, DUIET held at DUIET, Dibrugarh University, Assam from 19th-Aug to 23rd -Aug, 2020.

 

E-content Development and Delivery

11

One week Faculty Development Programme  organized by DUIET in collaboration with Dr. SSBUICET, Panjab University under TEQIP-III during Aug-24 to 29th Aug, 2020.

 

Online Teaching and Assessment Pedagogy

12

 One week Faculty Development Programme  organized by Dr. SSBUICET, Panjab University in collaboration with DUIET under TEQIP-III during September 14th to September 19th 2020

Effective Online Teaching & Learning

13

 One week Short Term Training Program organized by National Institute of Technical Teacher's Training and Research (NITTR), Kolkata , from 11th to 15th-July-2022.

Digital Tools for Faculty and Staff

 

14

 One week online Faculty Development Program organized by Centre for Indian Knowledge System (CIKS), DUIET, Dibrugarh University, from 08th to 12th-Aug-2022.

Diverse Aspects of Indian Knowledge System (IKS)

 

Publications

Research Publications:

A.International Conferences

  1. Nomi Baruah and Ashima, "A Rigorous Study of Software Process Improvement Models in Software Industry”, in Proceedings International Conference on Competitiveness & Innovativeness in Engineering, Management & Information Technology (ICCIEMI-2012), 29th January, 2012.
  2. Nomi Baruah and Ashima, "A Survey of the Use of Project Planning Tools in Different Indian Small and Medium Enterprises(SMEs)”, in Proceedings International Conference on Advance Computing Technology, 8th and 9th June, 2012.
  3. Nomi Baruah, "Requirement Management in Agile Software Environment”, in Proceedings International Conference in Soft Computing and Software Engineering, 5th and 6th March, 2015.
  4. Nomi Baruah, Shikhar Kr. Sarma and Surajit Borkotokey, "Text summarization in Indian Languages; Critical Review", in Proceeedings  Second International conference on Advanced Computational and Communication Paradigms (ICACCP-2019), 2019, held from 25th to 28th February, 2019. https://ieeexplore.ieee.org/document/8882968
  5. Nomi Baruah, Shikhar Kr. Sarma and Surajit Borkotokey," A Novel Approach of Text Summarization using Assamese Word Net", in Proceedings 4th International Conference on “Information Systems and Computer Networks (ISCON)”, held from 21st to 22nd November, 2019. https://ieeexplore.ieee.org/document/9036285
  6. Chandrama Talukdar, Nomi Baruah, Deepshikha Das and Richa Baruah, "Software Development in Startup Companies", in Proceedings National Conference on Recent Advancements and Emerging Challenges in Science and Technology for Sustainable Development(RESTS-2020) held from 14th-15th-July, 2020.
  7. Mandwip Baruah, Nomi Baruah, Jyotirmoy Kalita & Priyankush Dutta,"Sentiment Analysis on Assamese Text" in Proceedings National Conference on Recent Advancements and Emerging Challenges in Science and Technology for Sustainable Development(RESTS-2020) held from 14th-15th-July, 2020.
  8. Nomi Baruah, Aurangjeb Khan, Dhanojit Ray& Sahid Afridi, "An Approach to translate English Text to Hindi Text", in Proceedings National Conference on Recent Advancements and Emerging Challenges in Science and Technology for Sustainable Development(RESTS-2020) held from 14th-15th-July, 2020.
  9. Arjun Gogoi, Nomi Baruah, Lakhya Jyoti Nath & Soumarjit Gogoi, "Word Sense Disambiguation in Indian Languages: A Critical Review" in Proceedings National Conference on Recent Advancement and Emerging Challenges in Science and Technology for Sustainable Development (RESTS-2020) held from 14th-15th-July, 2020.
  10. Arjun Gogoi, Nomi Baruah & Shikhar Kr. Sarma, "Assamese Word Sense Disambiguation using Genetic Algorithm" in Proceedings 17th International Conference on Natural Language Processing (ICON-2020),pp.303-307 ,held from 18th to 21st December,2020. https://www.iitp.ac.in/~ai-nlp-ml/icon2020/resources/ICON2020-Proceedings.pdf
  11. Arjun Gogoi, Nomi Baruah & Rakhee D. Phukan, "Improving Stemming for Assamese Information Retrieval" presented in 11th SRS-2021,held from 07th to 10th January,2021.
  12. Rituraj Phukan, Nomi Baruah, Shikhar Kr Sarma and Darpanjit Konwar, "Parts-of-speech tagging for unknown words in Assamese using Viterbi Algorithm" in Proceedings First International Conference on Fourth Industrial Revolution and Higher Education (FIRHE) 2023, held from 23rd-25th February 2023.
  13. PJ Goutam and N Baruah, "Text Summarization in Assamese Language using Sequence to Sequence RNNs" in Proceedings First International Conference on Fourth Industrial Revolution and Higher Education (FIRHE) 2023, held from 23rd-25th February 2023.
  14. Mandira Neog and Nomi Baruah, "Assamese Inflectional Rule-Based Stemmer" in Proceedings First International Conference on Fourth Industrial Revolution and Higher Education (FIRHE) 2023, held from 23rd-25th February 2023.
  15. Nomi Baruah, Saurav Gupta, Subhankar Ghosh, Syed Nazim Afrid, Chinmoy Kakoty, and Rituraj Phukan, "Exploring Jaccard Similarity and Cosine Similarity for Developing an Assamese Question Answering System" in Proceedings World Conference on Artificial Intelligence: Advances and Applications (WCAIAA 2023), held from 18th-19th March 2023.
  16. Rituraj Phukan, Mandira Neog and Nomi Baruah, "A Deep Learning Based Approach For Spelling Error Detection In The Assamese Language" in Proceedings The 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT), held from 06th-08th July, 2023.
  17. Nomi Baruah, Amlan Jyoti Kalita, Anugya Gogoi, Madhuzya Bezbaruah, Nikesh Prasad, Vishma Pratim Das and Rituraj Phukan, "Detection of Explicit Lyrics in Hindi Music Using LSTM" in Proceedings The 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT), held from 06th-08th July, 2023.
  18. Nomi Baruah, Arjun Gogoi, Rituraj Phukan and Pritom Jyoti Goutom, "Hate Speech Detection for a low level language (Assamese)" in Proceedings The 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT), held from 06th-08th July, 2023.
  19. Rituraj Phukan, Nomi Baruah, Shikhar Kr Sarma and Darpanjit Konwar, "Parts-of-Speech Tagger in Assamese using LSTM and Bi-LSTM" in proceedings 2nd International Conference on Advances in Data-driven Computing and Intelligent Systems ( ADCIS 2023), held from 21st-23rd September 2023.
  20. Nomi Baruah, Pritom Jyoti Goutom , Amlan Jyoti Kalita, Anugya Gogoi, Madhuzya Bezbaruah, Nikesh Prasad, Vishma Pratim Das and Rituraj Phukan, "Different Machine Learning Algorithms" in proceedings 2nd International Conference on Advances in Data-driven Computing and Intelligent Systems ( ADCIS 2023), held from 21st-23rd September 2023.
  21. Mandira Neog and Nomi Baruah, "A Deep Learning Framework for Assamese Toxic Comment Detection: Leveraging LSTM and BiLSTM Models with Attention Mechanism" in Proceedings 2nd International Conference on Advances in Data-driven Computing and Intelligent Systems, held from 21st-23rd September 2023.
  22. Rituraj Phukan, Nomi Baruah, Shikhar Kr Sarma and Darpanjit Konwar, "Exploring Character-Level Deep Learning Models for POS Tagging in Assamese Language" in proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)
  23. Rituraj Phukan, Pritom Jyoti Goutom and Nomi Baruah, "Assamese Fake News Detection: A Comprehensive Exploration of LSTM and Bi-LSTM Techniques" in Proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)
  24. Rituraj Phukan, Mandira Neog, Pritom Jyoti Goutom and Nomi Baruah, "Automated Spelling Error Detection in Assamese Texts using Deep Learning Approaches" in Proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)
  25. Mandira Neog and Nomi Baruah, "A hybrid deep learning approach for Assamese toxic comment detection in social media" in Proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)
  26. PJ Goutam, N Baruah and P Sonowal, "Attention-based Transformer for Assamese Abstractive Text Summarization" in Proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)

B.International Journals

  1. Nomi Baruah and Ashima, "A Rigorous Study of Software Process Improvement Models in Software Industry”, International Journal of Research in Engineering & Applied Science, vol.2, no.2, pp. 1144-1153, February, 2012. 
  2. Nomi Baruah and Ashima, ”Contribution of Software Process Improvement Approaches for Small and Medium Scale Enterprises”, International Journal of Computing and Corporate Research, vol.2, no.2, March, 2012 (Impact Factor:1.078). https://www.ijccr.com/March2012/10.pdf
  3. Nomi Baruah and Ashima, "A Survey of the Use of Agile Methodologies in Different Indian Small and Medium Scale Enterprises (SMEs)”, International Journal of Computer Applications, vol. 48, pp. 38-44, June 2012 (Impact Factor:0.825). https://www.ijcaonline.org/archives/volume47/number20/7307-0521
  4. Nomi Baruah and Ashima, "A Survey Identifying Trends on Use of Software Development Tools in Different Indian SMEs”, International Journal of Software Engineering and Applications, vol. 3, September 2012 (Impact Factor: 1.0). http://airccse.org/journal/ijsea/papers/3512ijsea03.pdf
  5. Nomi Baruah and Ashima, ”Software Project Tracking and Oversight and Its Different Measures”, International Journal of Scientific and Research Publications(IJSRP), vol 3, no 9, September 2013 (Impact Factor:0.3317). http://www.ijsrp.org/research-paper-0913/ijsrp-p2105.pdf
  6. Nomi Baruah and Ashima, "Software Project Planning and Level of Resources”, International Journal of Advanced Research in Computer Science and Software Engineering, vol.4, no.3, pp.393-396, March 2014 (ISSN: 2277 128X) (Impact Factor: 2.080) http://ijarcsse.com/Before_August_2017/docs/papers/Volume_4/3_March2014/V4I3-0224.pdf
  7. Annushree Kurmi, Nomi Baruah, Sharbani Purkaystha and Paulomi Das, "Gradual Trends in Software Development and Software Improvement Models”, International Journal of Advanced Research in Engineering and Technology (IJARET), vol.5, no.6, June 2014.  http://www.iaeme.com/MasterAdmin/Journal_uploads/IJARET/VOLUME_5_ISSUE_6/IJARET_05_06_013.pdf
  8. Nomi Baruah and Ashima, "SPI Model’s and Software Review’s in Software Enterprises”, International Journal of Soft Computing and Software Engineering, vol.4, no.8, 2014. http://www.jscse.com/papers/?vol=4&no=8&n=1
  9. Bashiram Basumatary, Nomi Baruah and Himanshu Borgohain, "A Study of Software Process Improvement Approaches Proposed for SMEs”, International Journal of Emerging Trends & Technology in Computer Science (IJETTCS), vol.3, no.4, July-August 2014. https://www.ijettcs.org/pabstract.php?vol=Volume3Issue4&pid=IJETTCS-2014-07-14-37
  10. Nomi Baruah, "Requirement Management in Agile Software Environment", Procedia Computer Science, vol.62, pp.81-83, 2015. https://www.sciencedirect.com/science/article/pii/S1877050915025491
  11. Nomi Baruah, Ravi Kumar and Dhrubajit Barma, "Software Cloning and Agile Environment”, International Journal of Computer Engineering & Applications, vol 9, no.12, December, 2015. http://www.ijcea.com/software-cloning-and-agile-environment/
  12. Rituraj Deka and Nomi Baruah,"CMMI Key Process Areas and FDD Practices",International Journal of Advanced Research in Computer Science and Software Engineering,vol. 6, no. 4, pp.837-839,2016.  http://ijarcsse.com/Before_August_2017/docs/papers/Volume_6/4_April2016/V6I4-0393.pdf
  13. Anubhav Borgohain,Sasi Bhusan Saikia and Nomi Baruah,"Agile Team Management : A Review",International Journal of Advanced Research in Computer and Communication Engineering,vol. 5, no. 12,pp.313-315,2016. https://ijarcce.com/upload/2016/december-16/IJARCCE%2072.pdf
  14. Nomi Baruah & Kaushik Das,”Software Project Management and SMEs of India”, International Journal of Advanced Research in Computer Science and Software Engineering,vol. 7,no. 12,pp. 11-14,December,2017. https://www.researchgate.net/publication/324825754_Software_Project_Management_and_SMEs_of_India
  15. John Bharali Baruah,Nomi Baruah and Dipankar Dekaraja,”An Advanced Approach to People Capability Maturity Model”, International Journal of Advanced Research in Computer and Communication Engineering,vol. 6, no. 12,pp.99-103,December,2017. https://ijarcce.com/upload/2017/december-17/IJARCCE%2019.pdf
  16. Koushik Dutta,Nomi Baruah and John Bharali Baruah,”A Rigorous Study of P-CMM in Indian IT Industry”, International Journal of Engineering Research and Development, vol. 14, no. 1,pp.44-50,January,2018. http://www.ijerd.com/paper/vol14-issue1/Version-2/H140124450.pdf
  17. Nabajit Newar, Debabrata Khargharia, Nomi Baruah, "Applications of Text Summarization", International Journal of Advanced Research in Computer Science, vol.9,no.3,pp.76-79,2018. http://www.ijarcs.info/index.php/Ijarcs/article/view/6037
  18. Bhargab Jyoti Kalita, Debashis Deb & Nomi Baruah, "A Study of Software Engineering Methodologies and Different Practices in Software Startups", Journal of Emerging Technologies and Innovative Research,  vol. 5, no. 12, pp.651-657,  2018. http://www.jetir.org/view.php?paper=JETIR1812898
  19. Nomi Baruah, Shikhar Kr. Sarma & Surajit Borkotokey, "A Study of Different Text Summarization Techniques Based on Input", IOSR Journal of Computer Engineering, vol.21,no.4,pp.11-18,2019. http://iosrjournals.org/iosr-jce/papers/Vol21-issue4/Series-2/C2104021118.pdf
  20.  Nomi Baruah, Shikhar Kr. Sarma & Surajit Borkotokey, "Evaluation of Content Compaction in Assamese Language", Procedia Computer Science, vol. 171, pp. 2275–2284, 2020.   https://www.researchgate.net/publication/341906762_Evaluation_of_Content_Compaction_in_Assamese_Language
  21. Arjun Gogoi, Nomi Baruah & Rakhee D. Phukan, "Improving Stemming for Assamese Information Retrieval", International Journal of Information Technology, vol. 13, pp. 1763-1768, 2021.
  22. Arjun Gogoi, Lakhya Jyoti Nath & Nomi Baruah,"Assamese Word Sense Disambiguation Using Cuckoo Search Algorithm", Procedia Computer Science, vol. 189, pp. 142-147, 2021.
  23. A Gogoi, N Baruah, "A Lemmatizer for Low-resource Languages: WSD and Its Role In The Assamese Language", Transaction on Asian and Low-Resource Language Information Processing, vol. 21, no. 4, pp. 1-22, 2022.
  24. PJ Goutom, N Baruah, P Sonowal, "An Abstractive Text Summarization Using Deep Learning in Assamese", International Journal of Information Technology, vol. 15, pp. 2365-2372, 2023.
  25. Pritom Jyoti Goutom and Nomi Baruah,"Text Summarization in Assamese Language Using Sequence to Sequence RNNs",Indian Journal of Science and Technology, vol.16,no. Special Issue 2,pp.22-29,2023.
  26. Mandira Neog and Nomi Baruah,"Assamese Inflectional Rule-Based Stemmer",Indian Journal of Science and Technology,vol. 16, no. Special Issue 2,pp.38-43,2023.
  27. Rituraj Phukan,Nomi Baruah,Shikhar Kr. Sarma and Darpanjit Konwar,"Parts-of-Speech Tagging for Unknown Words in Assamese using Viterbi",Indian Journal of Technology,vol. 16,no. Special Issue 2,pp.53-59,2023.

C. Articles/Chapters Published in Books

  1. Nomi Baruah, Shikhar Kr. Sarma & Surajit Borkotokey,"A Single Document Assamese Text Summarization Using a Combination of Statistical Features and Assamese WordNet", In: Panigrahi C.R., Pati B., Mohapatra P., Buyya R., Li KC. (eds) Progress in Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 1199, pp. 125-136, Springer, Singapore. https://doi.org/10.1007/978-981-15-6353-9_12
  2. Nomi Baruah, Shikhar Kr. Sarma & Surajit Borkotokey,"A study of Statistical Features in Automatic Text Summarization and its Application in Assamese Language", In:Prof. Jiten Hazarika,Dr.Kuldeep Goswami(eds) Demystifying Research: In Applied Statistics (DRAS) An edited research book from Department of Statistics, Dibrugarh University(2020), ISBN:978-81-929186-8-6 
  3. Nomi Baruah, Arjun Gogoi, Shikhar Kr. Sarma & Randeep Borah, "Utilizing Corpus Statistics for Assamese Word Sense Disambiguation", In: Thampi, S.M., Gelenbe, E., Atiquzzaman, M., Chaudhary, V., Li, K.-C (Eds.) Progress in Advanced Computing and Network Communications. https://www.springer.com/in/book/9789813369764
  4. Nomi Baruah, Shikhar Kr. Sarma, Surajit Borkotokey, Randeep Borah, Rakhee D Phukan & Arjun Gogoi, "A Graph-Based Extractive Assamese Text Summarization", In: Vijayan K Asari,Vijendra Singh,Rajkumar RajaSekharan, R B Patel(Eds) Computational Methods and Data Engineering: Proceeedings of ICCMDE-2021,pp.1-12 https://link.springer.com/book/10.1007/978-981-19-3015-7
  5. N Baruah, A Gogoi and M Neog, "Detection of Hate Speech in Assamese Text", In: Kumar, S, Hiranwal, S, Purohit, S, Prasad, M. (eds), Proceeedings of International Conference on Communication and Computational Technologies, ICCCT 2023, Algorithms for Intelligent Systems, Springer.

 

 

Courses Taken

  1. Design & Analysis of Algorithm
  2. Object Oriented Programming
  3. Software Engineering
  4. Software Engineering & Project Management
  5. Data Communication
  6. Advanced Software Engineering 
  7. Natural Language Processing
  8. Computer Organization & Architecture
  9. Programming for Problem Solving

Sponsored Projects

Title: Automatic Parts of Speech Tagger Based on BIS Tagset in Assamese.

Role: Principal Investigator

Funding Agency: DST SERB-SURE

Duration: 3 Years Status: Ongoing

 

Profile

Profile

Education Qualifications:

B.E.(Jorhat Engineering College)

M.E.(Thapar University)

Ph. D.(Dibrugarh University)

Areas of Interest/ Specialization:

  • Software Process Improvement, Requirement Engineering, Natural Language Processing, Machine Learning

Administrative Assignments:

  1. Member of D.U. Newsletter from September 2013 to March,2015.
  2. Member of Security Committee 2013-2015.
  3. Warden, NBDCN, D.U. from 18.02.2014 to 28.07.2015.
  4. Member of Syllabus Committee 2013-2014.
  5. Member of Felicitation Committee,Golden Jubilee, D.U.
  6. Member of Organising Committee, NSS 2015 held in Dibrugarh University.
  7. Member of NEQIP Project from Dept. of Computer Science & Engineering, DUIET, D.U.
  8. Presiding Officer of DUPGSU Election of 2013 and 2015.
  9. Representated Dibrugarh University Institute of Engineering & Technology (DUIET), D.U. in Workshop on Approval Process 2016-2017 organised by AICTE at Calcutta University on 18.09.2015.
  10. Faculty Co-ordinator of Training & Placement Cell, Dept. of Computer Science & Engineering, DUIET, D.U.
  11. Member of NAAC Assessment Committee of DUIET,2015
  12. Member of Sponsored Research and Industrial Consultancy Cell, DUIET, D.U.
  13. Counsellor of BTech Students(Computer Sc. & Engg.)
  14. Project Coordinator of CSE(2015-2016)
  15. Faculty incharge of Auxesis 6.0 held in the month of September 2016 under the event head Web Designing.
  16. Member of IMC(Institute Management Committee),DUIET from 7th January,2020 till 31st July,2021.
  17. Departmental NBA Coordinator.
  18. Event Coordinator of Soft Skill Training Program held from 20th to 22nd December, 2017 under TEQIP-III Project.
  19. Counsellor of B. Tech counselling cum admission 2017-2023.
  20. Event Coordinator of Jal Diwas Program on 22nd July, 2019.
  21. HOD incharge of Computer Science & Engineering Department, DUIET From 07.01.2020 to 02.08.2022.
  22. Convenor Girls' Common Room Committee for students of DUIET,2020.
  23. Member of Faculty Advisor Committee of DUIET Council from 2021-2024.
  24. Campaining Observer of DUPGSU Election 2022.
  25. Assistant Officer Examination,DUIET from July,2022 till date.
  26. HOD of Department of Computer Science and Engineering, DUIET from 03.08.2022 to till date.

B.Tech. Projects Supervised:

  1. Quality Improvement and Process Optimization Tool.
  2. Dependency of Software Process Areas.
  3. Component Based Software Engineering-Developing System From Components.
  4. Analysis of Object-Oriented Design Metric Suites and An UI-Based Graphical Tool.
  5. An Approach For Clone Detection & Removal.
  6. Component-Based Software Engineering:A Tool for Code Reuse.
  7. An Approach to Automated User Story Cards.
  8. Control Flow Graph Generation.
  9. An Advanced Approach to People Capability Maturity Model.
  10. Implementation of LESK Algorithm in Word Senes Disambiguation using Assamese Wordnet.
  11. A Hybrid Approach for Software Development in Startups.
  12. Machine Translation from English to Hindi using Neural Network.
  13. Sentiment Analysis in Assamese Text.
  14. Software Process Improvement in Software Startups of Assam.

Ph. D Scholars:

 

Sl. No

Name

Topic

Status

1

Ms. Mandira Neog

A Study on Different Approaches for Detecting Assamese Toxic Contents on Social Media

Ongoing

2

Mr. Rituraj Phukan

Assamese POS Tagging using Machine Learning Approaches

Ongoing

3

Mr. Pritom Jyoti Goutam

A study on Text Summarization for Assamese Language using Deep Learning Approaches

Ongoing

4

Ms. Tulika Chutia

Text-based Emotion Detection in Assamese Language: A Deep Learning Approach

Ongoing

 

Workshops & Seminars attended:

Sl. No.

 

Component

Title of the programme

1

Two weeks workshop organized by NITTTR Kolkata(16/02/2015 to 28/02/2015)

Research Methodology in Technical Education

2

One week workshop organized by Dibrugarh University in collaboration with Rajiv Gandhi National Institute of Youth Development (12/12/2015 to 19/12/2015)

Women Connect for Leadership & Change

3

One week workshop organized by Teaching Learning Centre, IIT Madras (09/07/2018 to 13/07/2018)

Faculty Development Programme

4

Two weeks workshop organized by NITTTR Kolkata (25/09/2018 to 06/10/2018)

Research Methodology in Technical Education and Documentation using Latex

5

One week workshop organized by DUIET, Dibrugarh University under TEQIP III (17/12/2018 to 21/12/2018)

Pedagogy and Andragogy

6

One week workshop organized by Dept. of Computer Science & Engineering, DUIET, Dibrugarh University under TEQIP III (25/03/2019 to 29/03/2019)

Big Data, Cloud Computing and Hands on Python

7

One week workshop organized by DUIET, Dibrugarh University under TEQIP III (03/06/2019 to 07/06/2019)

NBA Accreditation, NBA SAR Filling and Research Methodology

8

One week workshop organized by Dept. of Engineering Mathematics, DUIET, Dibrugarh University under TEQIP III (12/08/2019 to 16/08/2019)

Linear Algebra and its Applications in Engineering Sciences

9

One Week FDP  held at Dr. SSBUICET, Panjab University, Chandigarh from 2nd to 6th September, 2020.

 

PedagogicalTechniques for Virtual Classroom

10

One week Faculty Development Programme  under the aegis of TEQIP-III project, DUIET held at DUIET, Dibrugarh University, Assam from 19th-Aug to 23rd -Aug, 2020.

 

E-content Development and Delivery

11

One week Faculty Development Programme  organized by DUIET in collaboration with Dr. SSBUICET, Panjab University under TEQIP-III during Aug-24 to 29th Aug, 2020.

 

Online Teaching and Assessment Pedagogy

12

 One week Faculty Development Programme  organized by Dr. SSBUICET, Panjab University in collaboration with DUIET under TEQIP-III during September 14th to September 19th 2020

Effective Online Teaching & Learning

13

 One week Short Term Training Program organized by National Institute of Technical Teacher's Training and Research (NITTR), Kolkata , from 11th to 15th-July-2022.

Digital Tools for Faculty and Staff

 

14

 One week online Faculty Development Program organized by Centre for Indian Knowledge System (CIKS), DUIET, Dibrugarh University, from 08th to 12th-Aug-2022.

Diverse Aspects of Indian Knowledge System (IKS)

 
Publications

Publications

 

Research Publications:

A.International Conferences

  1. Nomi Baruah and Ashima, "A Rigorous Study of Software Process Improvement Models in Software Industry”, in Proceedings International Conference on Competitiveness & Innovativeness in Engineering, Management & Information Technology (ICCIEMI-2012), 29th January, 2012.
  2. Nomi Baruah and Ashima, "A Survey of the Use of Project Planning Tools in Different Indian Small and Medium Enterprises(SMEs)”, in Proceedings International Conference on Advance Computing Technology, 8th and 9th June, 2012.
  3. Nomi Baruah, "Requirement Management in Agile Software Environment”, in Proceedings International Conference in Soft Computing and Software Engineering, 5th and 6th March, 2015.
  4. Nomi Baruah, Shikhar Kr. Sarma and Surajit Borkotokey, "Text summarization in Indian Languages; Critical Review", in Proceeedings  Second International conference on Advanced Computational and Communication Paradigms (ICACCP-2019), 2019, held from 25th to 28th February, 2019. https://ieeexplore.ieee.org/document/8882968
  5. Nomi Baruah, Shikhar Kr. Sarma and Surajit Borkotokey," A Novel Approach of Text Summarization using Assamese Word Net", in Proceedings 4th International Conference on “Information Systems and Computer Networks (ISCON)”, held from 21st to 22nd November, 2019. https://ieeexplore.ieee.org/document/9036285
  6. Chandrama Talukdar, Nomi Baruah, Deepshikha Das and Richa Baruah, "Software Development in Startup Companies", in Proceedings National Conference on Recent Advancements and Emerging Challenges in Science and Technology for Sustainable Development(RESTS-2020) held from 14th-15th-July, 2020.
  7. Mandwip Baruah, Nomi Baruah, Jyotirmoy Kalita & Priyankush Dutta,"Sentiment Analysis on Assamese Text" in Proceedings National Conference on Recent Advancements and Emerging Challenges in Science and Technology for Sustainable Development(RESTS-2020) held from 14th-15th-July, 2020.
  8. Nomi Baruah, Aurangjeb Khan, Dhanojit Ray& Sahid Afridi, "An Approach to translate English Text to Hindi Text", in Proceedings National Conference on Recent Advancements and Emerging Challenges in Science and Technology for Sustainable Development(RESTS-2020) held from 14th-15th-July, 2020.
  9. Arjun Gogoi, Nomi Baruah, Lakhya Jyoti Nath & Soumarjit Gogoi, "Word Sense Disambiguation in Indian Languages: A Critical Review" in Proceedings National Conference on Recent Advancement and Emerging Challenges in Science and Technology for Sustainable Development (RESTS-2020) held from 14th-15th-July, 2020.
  10. Arjun Gogoi, Nomi Baruah & Shikhar Kr. Sarma, "Assamese Word Sense Disambiguation using Genetic Algorithm" in Proceedings 17th International Conference on Natural Language Processing (ICON-2020),pp.303-307 ,held from 18th to 21st December,2020. https://www.iitp.ac.in/~ai-nlp-ml/icon2020/resources/ICON2020-Proceedings.pdf
  11. Arjun Gogoi, Nomi Baruah & Rakhee D. Phukan, "Improving Stemming for Assamese Information Retrieval" presented in 11th SRS-2021,held from 07th to 10th January,2021.
  12. Rituraj Phukan, Nomi Baruah, Shikhar Kr Sarma and Darpanjit Konwar, "Parts-of-speech tagging for unknown words in Assamese using Viterbi Algorithm" in Proceedings First International Conference on Fourth Industrial Revolution and Higher Education (FIRHE) 2023, held from 23rd-25th February 2023.
  13. PJ Goutam and N Baruah, "Text Summarization in Assamese Language using Sequence to Sequence RNNs" in Proceedings First International Conference on Fourth Industrial Revolution and Higher Education (FIRHE) 2023, held from 23rd-25th February 2023.
  14. Mandira Neog and Nomi Baruah, "Assamese Inflectional Rule-Based Stemmer" in Proceedings First International Conference on Fourth Industrial Revolution and Higher Education (FIRHE) 2023, held from 23rd-25th February 2023.
  15. Nomi Baruah, Saurav Gupta, Subhankar Ghosh, Syed Nazim Afrid, Chinmoy Kakoty, and Rituraj Phukan, "Exploring Jaccard Similarity and Cosine Similarity for Developing an Assamese Question Answering System" in Proceedings World Conference on Artificial Intelligence: Advances and Applications (WCAIAA 2023), held from 18th-19th March 2023.
  16. Rituraj Phukan, Mandira Neog and Nomi Baruah, "A Deep Learning Based Approach For Spelling Error Detection In The Assamese Language" in Proceedings The 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT), held from 06th-08th July, 2023.
  17. Nomi Baruah, Amlan Jyoti Kalita, Anugya Gogoi, Madhuzya Bezbaruah, Nikesh Prasad, Vishma Pratim Das and Rituraj Phukan, "Detection of Explicit Lyrics in Hindi Music Using LSTM" in Proceedings The 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT), held from 06th-08th July, 2023.
  18. Nomi Baruah, Arjun Gogoi, Rituraj Phukan and Pritom Jyoti Goutom, "Hate Speech Detection for a low level language (Assamese)" in Proceedings The 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT), held from 06th-08th July, 2023.
  19. Rituraj Phukan, Nomi Baruah, Shikhar Kr Sarma and Darpanjit Konwar, "Parts-of-Speech Tagger in Assamese using LSTM and Bi-LSTM" in proceedings 2nd International Conference on Advances in Data-driven Computing and Intelligent Systems ( ADCIS 2023), held from 21st-23rd September 2023.
  20. Nomi Baruah, Pritom Jyoti Goutom , Amlan Jyoti Kalita, Anugya Gogoi, Madhuzya Bezbaruah, Nikesh Prasad, Vishma Pratim Das and Rituraj Phukan, "Different Machine Learning Algorithms" in proceedings 2nd International Conference on Advances in Data-driven Computing and Intelligent Systems ( ADCIS 2023), held from 21st-23rd September 2023.
  21. Mandira Neog and Nomi Baruah, "A Deep Learning Framework for Assamese Toxic Comment Detection: Leveraging LSTM and BiLSTM Models with Attention Mechanism" in Proceedings 2nd International Conference on Advances in Data-driven Computing and Intelligent Systems, held from 21st-23rd September 2023.
  22. Rituraj Phukan, Nomi Baruah, Shikhar Kr Sarma and Darpanjit Konwar, "Exploring Character-Level Deep Learning Models for POS Tagging in Assamese Language" in proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)
  23. Rituraj Phukan, Pritom Jyoti Goutom and Nomi Baruah, "Assamese Fake News Detection: A Comprehensive Exploration of LSTM and Bi-LSTM Techniques" in Proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)
  24. Rituraj Phukan, Mandira Neog, Pritom Jyoti Goutom and Nomi Baruah, "Automated Spelling Error Detection in Assamese Texts using Deep Learning Approaches" in Proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)
  25. Mandira Neog and Nomi Baruah, "A hybrid deep learning approach for Assamese toxic comment detection in social media" in Proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)
  26. PJ Goutam, N Baruah and P Sonowal, "Attention-based Transformer for Assamese Abstractive Text Summarization" in Proceedings International Conference on Machine Learning and Data Engineering (ICMLDE 2023). (accepted)

B.International Journals

  1. Nomi Baruah and Ashima, "A Rigorous Study of Software Process Improvement Models in Software Industry”, International Journal of Research in Engineering & Applied Science, vol.2, no.2, pp. 1144-1153, February, 2012. 
  2. Nomi Baruah and Ashima, ”Contribution of Software Process Improvement Approaches for Small and Medium Scale Enterprises”, International Journal of Computing and Corporate Research, vol.2, no.2, March, 2012 (Impact Factor:1.078). https://www.ijccr.com/March2012/10.pdf
  3. Nomi Baruah and Ashima, "A Survey of the Use of Agile Methodologies in Different Indian Small and Medium Scale Enterprises (SMEs)”, International Journal of Computer Applications, vol. 48, pp. 38-44, June 2012 (Impact Factor:0.825). https://www.ijcaonline.org/archives/volume47/number20/7307-0521
  4. Nomi Baruah and Ashima, "A Survey Identifying Trends on Use of Software Development Tools in Different Indian SMEs”, International Journal of Software Engineering and Applications, vol. 3, September 2012 (Impact Factor: 1.0). http://airccse.org/journal/ijsea/papers/3512ijsea03.pdf
  5. Nomi Baruah and Ashima, ”Software Project Tracking and Oversight and Its Different Measures”, International Journal of Scientific and Research Publications(IJSRP), vol 3, no 9, September 2013 (Impact Factor:0.3317). http://www.ijsrp.org/research-paper-0913/ijsrp-p2105.pdf
  6. Nomi Baruah and Ashima, "Software Project Planning and Level of Resources”, International Journal of Advanced Research in Computer Science and Software Engineering, vol.4, no.3, pp.393-396, March 2014 (ISSN: 2277 128X) (Impact Factor: 2.080) http://ijarcsse.com/Before_August_2017/docs/papers/Volume_4/3_March2014/V4I3-0224.pdf
  7. Annushree Kurmi, Nomi Baruah, Sharbani Purkaystha and Paulomi Das, "Gradual Trends in Software Development and Software Improvement Models”, International Journal of Advanced Research in Engineering and Technology (IJARET), vol.5, no.6, June 2014.  http://www.iaeme.com/MasterAdmin/Journal_uploads/IJARET/VOLUME_5_ISSUE_6/IJARET_05_06_013.pdf
  8. Nomi Baruah and Ashima, "SPI Model’s and Software Review’s in Software Enterprises”, International Journal of Soft Computing and Software Engineering, vol.4, no.8, 2014. http://www.jscse.com/papers/?vol=4&no=8&n=1
  9. Bashiram Basumatary, Nomi Baruah and Himanshu Borgohain, "A Study of Software Process Improvement Approaches Proposed for SMEs”, International Journal of Emerging Trends & Technology in Computer Science (IJETTCS), vol.3, no.4, July-August 2014. https://www.ijettcs.org/pabstract.php?vol=Volume3Issue4&pid=IJETTCS-2014-07-14-37
  10. Nomi Baruah, "Requirement Management in Agile Software Environment", Procedia Computer Science, vol.62, pp.81-83, 2015. https://www.sciencedirect.com/science/article/pii/S1877050915025491
  11. Nomi Baruah, Ravi Kumar and Dhrubajit Barma, "Software Cloning and Agile Environment”, International Journal of Computer Engineering & Applications, vol 9, no.12, December, 2015. http://www.ijcea.com/software-cloning-and-agile-environment/
  12. Rituraj Deka and Nomi Baruah,"CMMI Key Process Areas and FDD Practices",International Journal of Advanced Research in Computer Science and Software Engineering,vol. 6, no. 4, pp.837-839,2016.  http://ijarcsse.com/Before_August_2017/docs/papers/Volume_6/4_April2016/V6I4-0393.pdf
  13. Anubhav Borgohain,Sasi Bhusan Saikia and Nomi Baruah,"Agile Team Management : A Review",International Journal of Advanced Research in Computer and Communication Engineering,vol. 5, no. 12,pp.313-315,2016. https://ijarcce.com/upload/2016/december-16/IJARCCE%2072.pdf
  14. Nomi Baruah & Kaushik Das,”Software Project Management and SMEs of India”, International Journal of Advanced Research in Computer Science and Software Engineering,vol. 7,no. 12,pp. 11-14,December,2017. https://www.researchgate.net/publication/324825754_Software_Project_Management_and_SMEs_of_India
  15. John Bharali Baruah,Nomi Baruah and Dipankar Dekaraja,”An Advanced Approach to People Capability Maturity Model”, International Journal of Advanced Research in Computer and Communication Engineering,vol. 6, no. 12,pp.99-103,December,2017. https://ijarcce.com/upload/2017/december-17/IJARCCE%2019.pdf
  16. Koushik Dutta,Nomi Baruah and John Bharali Baruah,”A Rigorous Study of P-CMM in Indian IT Industry”, International Journal of Engineering Research and Development, vol. 14, no. 1,pp.44-50,January,2018. http://www.ijerd.com/paper/vol14-issue1/Version-2/H140124450.pdf
  17. Nabajit Newar, Debabrata Khargharia, Nomi Baruah, "Applications of Text Summarization", International Journal of Advanced Research in Computer Science, vol.9,no.3,pp.76-79,2018. http://www.ijarcs.info/index.php/Ijarcs/article/view/6037
  18. Bhargab Jyoti Kalita, Debashis Deb & Nomi Baruah, "A Study of Software Engineering Methodologies and Different Practices in Software Startups", Journal of Emerging Technologies and Innovative Research,  vol. 5, no. 12, pp.651-657,  2018. http://www.jetir.org/view.php?paper=JETIR1812898
  19. Nomi Baruah, Shikhar Kr. Sarma & Surajit Borkotokey, "A Study of Different Text Summarization Techniques Based on Input", IOSR Journal of Computer Engineering, vol.21,no.4,pp.11-18,2019. http://iosrjournals.org/iosr-jce/papers/Vol21-issue4/Series-2/C2104021118.pdf
  20.  Nomi Baruah, Shikhar Kr. Sarma & Surajit Borkotokey, "Evaluation of Content Compaction in Assamese Language", Procedia Computer Science, vol. 171, pp. 2275–2284, 2020.   https://www.researchgate.net/publication/341906762_Evaluation_of_Content_Compaction_in_Assamese_Language
  21. Arjun Gogoi, Nomi Baruah & Rakhee D. Phukan, "Improving Stemming for Assamese Information Retrieval", International Journal of Information Technology, vol. 13, pp. 1763-1768, 2021.
  22. Arjun Gogoi, Lakhya Jyoti Nath & Nomi Baruah,"Assamese Word Sense Disambiguation Using Cuckoo Search Algorithm", Procedia Computer Science, vol. 189, pp. 142-147, 2021.
  23. A Gogoi, N Baruah, "A Lemmatizer for Low-resource Languages: WSD and Its Role In The Assamese Language", Transaction on Asian and Low-Resource Language Information Processing, vol. 21, no. 4, pp. 1-22, 2022.
  24. PJ Goutom, N Baruah, P Sonowal, "An Abstractive Text Summarization Using Deep Learning in Assamese", International Journal of Information Technology, vol. 15, pp. 2365-2372, 2023.
  25. Pritom Jyoti Goutom and Nomi Baruah,"Text Summarization in Assamese Language Using Sequence to Sequence RNNs",Indian Journal of Science and Technology, vol.16,no. Special Issue 2,pp.22-29,2023.
  26. Mandira Neog and Nomi Baruah,"Assamese Inflectional Rule-Based Stemmer",Indian Journal of Science and Technology,vol. 16, no. Special Issue 2,pp.38-43,2023.
  27. Rituraj Phukan,Nomi Baruah,Shikhar Kr. Sarma and Darpanjit Konwar,"Parts-of-Speech Tagging for Unknown Words in Assamese using Viterbi",Indian Journal of Technology,vol. 16,no. Special Issue 2,pp.53-59,2023.

C. Articles/Chapters Published in Books

  1. Nomi Baruah, Shikhar Kr. Sarma & Surajit Borkotokey,"A Single Document Assamese Text Summarization Using a Combination of Statistical Features and Assamese WordNet", In: Panigrahi C.R., Pati B., Mohapatra P., Buyya R., Li KC. (eds) Progress in Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 1199, pp. 125-136, Springer, Singapore. https://doi.org/10.1007/978-981-15-6353-9_12
  2. Nomi Baruah, Shikhar Kr. Sarma & Surajit Borkotokey,"A study of Statistical Features in Automatic Text Summarization and its Application in Assamese Language", In:Prof. Jiten Hazarika,Dr.Kuldeep Goswami(eds) Demystifying Research: In Applied Statistics (DRAS) An edited research book from Department of Statistics, Dibrugarh University(2020), ISBN:978-81-929186-8-6 
  3. Nomi Baruah, Arjun Gogoi, Shikhar Kr. Sarma & Randeep Borah, "Utilizing Corpus Statistics for Assamese Word Sense Disambiguation", In: Thampi, S.M., Gelenbe, E., Atiquzzaman, M., Chaudhary, V., Li, K.-C (Eds.) Progress in Advanced Computing and Network Communications. https://www.springer.com/in/book/9789813369764
  4. Nomi Baruah, Shikhar Kr. Sarma, Surajit Borkotokey, Randeep Borah, Rakhee D Phukan & Arjun Gogoi, "A Graph-Based Extractive Assamese Text Summarization", In: Vijayan K Asari,Vijendra Singh,Rajkumar RajaSekharan, R B Patel(Eds) Computational Methods and Data Engineering: Proceeedings of ICCMDE-2021,pp.1-12 https://link.springer.com/book/10.1007/978-981-19-3015-7
  5. N Baruah, A Gogoi and M Neog, "Detection of Hate Speech in Assamese Text", In: Kumar, S, Hiranwal, S, Purohit, S, Prasad, M. (eds), Proceeedings of International Conference on Communication and Computational Technologies, ICCCT 2023, Algorithms for Intelligent Systems, Springer.

 

 

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