Dr. Irum Naz Sodhar

Assistant Professor

Post Doc. (Kulliyyah Of Information and Communication Technology), Malaysia

PhD (Information Technology), Pakistan

Email: irumnaz@sbbusba.edu.pk

Post Doctoral Fellow, International Islamic University Malaysia (IIUM).

2022 - 2023

PhD , Quaid-e-Awam University of Engineering, Science & Technology (QUEST), Nawabshah

2016- 2021

M.S., Quaid-e-Awam University of Engineering, Science & Technology (QUEST), Nawabshah

2013- 2016

Bachelor of Science (Computer Science), Quaid-e-Awam University of Engineering, Science & Technology (QUEST), Nawabshah

2009-2012

My current research is mainly focused on explainable AI, natural language processing, Machine Learning and Deep learning. I am working on Automatic Machine Learning Tools to Perform NLP Tasks.

Book Chapters

1) Amur, Z. H., Hooi, Y., Sodhar, I. N., Bhanbhro, H., & Dahri, K. (2022, November). State-of-the Art: Short Text Semantic Similarity (STSS) Techniques in Question Answering Systems (QAS). In International Conference on Artificial Intelligence for Smart Community: AISC 2020, 17–18 December, Universiti Teknologi Petronas, Malaysia (pp. 1033-1044). Singapore: Springer Nature Singapore

2) Sodhar, Irum Naz, Akhtar Hussain Jalbani, Abdul Hafeez Buller, and Anam Naz Sodhar. "Data mining security for big data." In Security and Privacy Trends in Cloud Computing and Big Data, pp. 85-101. CRC Press, 2022.

3) Irum Naz Sodhar, Akhtar Hussain Jalbani, Abdul Hafeez Buller, Azeem Ayaz Mirani and Anam Naz Sodhar,“Natural Language Processing: Applications, Techniques and Challenges”. Advances in Computer Science (AkiNik Publications), Volume. 7, pp 1-25, 2020, Book DOI: https://doi.org/10.22271/ed.book.784.

4) Azeem Ayaz Mirani, Irum Naz Sodhar, Akhtar Hussain Jalbani, Abdul Hafeez Buller and Muhammad Suleman Memon, “Natural Language Processing: Applications, Techniques and ChallengesNatural Language Processing Tasks by using Different Techniquesn, Computer Science (AkiNik Publications), Volume. 8, pp 93-104, 2020, https://doi.org/10.22271/ed.book.784.

5) Muhammad Suleman Memon, Pardeep Kumar, Azeem Ayaz Mirani, Mumtaz Qabulio, and Irum Naz Sodhar. Deep Learning and IoT: The Enabling Technologies Towards Smart Farming. Industrial Internet of Things and CyberPhysical Systems: Transforming the Conventional to Digital, IGI Global, pp. 47- 60. 2020. https://doi.org/10.4018/978-1-7998-2803-7.ch003.

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Journal Articles:

1) Buller, A. H., Husain, N. M., Buller, A. S., Channa, I. A., Ali, T., Shabbir, S., & Sodhar, I. N. (2025). Effect of Recycled Aggregates on Physical and Mechanical Performance of Green Concrete Mix. Tehnički vjesnik, 32(1), 306-312.

2) Sodhar, I. N., Jalbani, A. H., Buller, A. H., Channa, M. I., & Hakro, D. N. (2020). Sentiment analysis of Romanized Sindhi text. Journal of Intelligent & Fuzzy Systems, 38(5), 5877-5883.

3) Sodhar, I. N., Sulaiman, S., Buller, A. H., & Sodhar, A. N. (2023). Hybrid Approach Used to Analyze the Sentiments of Romanized Text (Sindhi). International Journal of Advanced Computer Science and Applications, 14(3).

4) Sodhar, I. N., Buller, A. H., Sulaiman, S., & Sodhar, A. N. (2022). Word by Word Labelling of Romanized Sindhi Text by using Online Python Tool. International Journal of Advanced Computer Science and Applications, 13(8).

5) Sodhar, I. N., Jalbani, A. H., Channa, M. I., & Hakro, D. N. (2021). Romanized Sindhi rules for text communication. Mehran University Research Journal Of Engineering & Technology, 40(2), 298-304.

6) Sodhar, I. N., Jalbani, A. H., & Channa, M. I. (2019). Identification of issues and challenges in romanized Sindhi text. International Journal of Advanced Computer Science and Applications, 10(9).

7) Sodhar, I. N., Baby, M., & Mirani, A. A. (2019). The Respondent’s Haptic on Academic Universities Websites of Pakistan Measuring Usability. International Journal of Advanced Computer Science and Applications, 10(10).

8) Buller, A. H., Husain, N. M., Ali, I., Sohu, S., Memon, B. A., & Sodhar, I. N. (2023). Strength (Compressive) of Concrete Made by Recyclable Concrete Aggregates after Six Hour Fire by Nondestructive Testing. Journal of Applied Engineering Sciences, 13(1), 57-64.

9) Buller, A. H., Husain, N. M., Oad, M., Memon, B. A., & Sodhar, I. N. (2022). Investigating the Deflection and Strain of Reinforced Green Concrete Beams Made With Partial Replacement of RCA under Sustained Loading. Engineering,Technology & Applied Science Research, 12(5), 9203-9207.

10) Sodhar, I. N., Sulaiman, S., & Buller, A. H. (2023). Morphology-Assisted Sindhi Text Analysis for Natural Language Processing Applications. Indian Journal of Science and Technology, 16(35), 2894-2901.

11) Sodhar, I. N., Sulaiman, S., & Buller, A. H. (2023). Exploration of Sindhi Corpus Through Statistical Analysis on the Basis of Reality. Indian Journal of Science and Technology, 16(12), 924-931.

12) Sodhar, A. N., Rajput, M. A., Memon, S., Alvi, F. A., Sodhar, I. N., & Buller, A. H. (2022). Prediction of COVID-19 Using Some Machine Learning Models. Quaid-E-Awam University Research Journal of Engineering, Science & Technology, Nawabshah., 20(01), 95-101.

13) Sodhar, I. N., Sulaiman, S., Buller, A. H., & Sodhar, A. N. (2022). Aspect-Based Sentiment Analysis of Sindhi Newspaper Articles. IJCSNS, 22(5), 381.

14) Sodhar, A. N., Khan, U. A., Sodhar, I. N., Buller, A. H., & Sodhar, J. (2022). Product Recommendation Using Machine Learning a Review of the Existing Techniques. IJCSNS, 22(5), 523.

15) Buller, A. H., Memon, B. A., Sodhar, I. N., Oad, M., & Sohu, S. (2021). Effect of 6 Hour Fire on Flexural Strength of RC Beams made with 50% Coarse Aggregates from old concrete: Part 1: Normal mix. Quaid-E-Awam University Research Journal of Engineering, Science & Technology, Nawabshah., 19(2), 22- 29.

16) Irum Naz Sodhar, Azeem Ayaz Mirani, Dua Noor, Iqra Memon, Mishal Malik; EVACCINATION RECORD MANAGEMENT APP, Journal of Natural and Applied Sciences Pakistan, Vol. 3, No. 1, pp. 615-622, 2021.

17) Sodhar, I. N., Jalbani, A. H., Buller, A. H., & Sodhar, A. N. (2020). Tokenization of Sindhi Text on Information Retrieval Tool. Pakistan Journal of Emerging Science and Technologies (PJEST), 1(1), 1-7.

18) Sodhar, I. N., Buller, A. H., & Sodhar, A. N. (2021). Identification of Online Statistical Translation and Text Issues in Communication Technologies. International Journal of Advanced Trends in Computer Science and Engineering, 10(2).

19) Mirani, Azeem Ayaz; Memon, Engr Muhammad Suleman; Chohan, Rozina; Sodhar, Irum Naz; Rahu, Mushtaque Ahmed; Irrigation scheduling, water pollution monitoring in IoT: A Review, Irrigation & Drainage System Engineering, Vol. 10, No. 3, 2021.

20) Buller, A. H., Memon, B. A., Buller, A. S., & Sodhar, I. N. (2021). Modeling fire effect of reinforced recycled aggregate concrete beams by regression analysis.International Journal of Emerging Technology, 12(1): 97-102.

21) Irum Naz Sodhar, Abdul Hafeez Buller, Dua Noor Iqra Memon, Anam Naz Sodhar and Azeem Ayaz Mirani, “E-Health Application for Kids”, International Journal on Emerging Technologies, (2021), 12(1): 36-38.

22) Sodhar, I., Noor, D., Memon, I., & Malik, M. (2020). A survey of faced issues and challenges of undergraduate students in final year project. International Journal of Advanced Research in Engineering and Technology, 649-654.

23) Sodhar, I. N., Bhanbhro, H., Amur, Z. H., Jalbani, A. H., & Buller, A. H. (2020). Sindhi Language Processing on Online SindhiNLP Tool. Univ. Sindh J. Inf.Commun. Technol, 4, 4-7.

24) Buller, A. H., Memon, B. A., Sodhar, I. N., Oad, M., & Buller, A. S. (2020). Reuse Of Construction and Demolished Waste as Aggregates in Concrete: A Review. Journal of Computer Engineering In Research Trends, 7(8), 41-48.

25) Sodhar, I. N., Jalbani, A. H., Buller, A. H., & Sodhar, A. N. (2020). Tools used in online teaching and learning through lock-down. International Journal of Computer. Engineering in Research Trends, 7(8), 36-40.

26) Sodhar, I. N., Bhanbhro, H., & Amur, Z. H. (2019). Evaluation of web accessibility of engineering university websites of Pakistan through online tools.IJCSNS, 19(12), 85-90.

27) Sodhar, I. N., Jalbani, A. H., Channa, M. I., & Hakro, D. N. (2019). Parts of speech tagging of Romanized Sindhi text by applying rule based model. IJCSNS, 19(11), 91.

28) Irum Naz Sodhar, Ghulam Muhiyuddin Solangi, Qamar-un-Nisa Soomro, Anum Naz Sodhar, Azeem Ayaz Mirani, & Abdul Jabbar Brohi. Information Communication and Technology Tools Integration in Higher Education.International Journal of Progressive Sciences and Technologies (IJPSAT). ISSN: 2509-0119, June 2019, Vol. 15 No. 1, pp. 127-133.

29) Memon, W. A., Miran, A. A., Memon, M. S., & Sodhar, I. N. (2019). Comparative study of online learning management systems: A survey in Pakistan. Information Sciences Letters, 8(3), 111-120.

30) Sodhar, I. N., Mirani, A. A., & Sodhar, A. N. (2019). Automated usability evaluation of government and private sector educational websites of Pakistan. Inf. Sci. Lett, 8(2), 51-55.

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» Irum Naz Sodhar, Rafia Naz Memon, Fiza Siyal, Irfana Hameed Memon, and Shahzana Memon. Testing Usability and Interoperability of Educational Websites of Pakistan, “1st National Conference on Trends and Innovations in Information Technology, 2016, TIIT'16, QUEST Nawabshah” dated 24-26 February 2016.