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Publications

Book Chapter

  1. Hashmani, Manzoor Ahmed, Maryam Zaffar, and Reham Ejaz. “Scenario-Based Test Case Generation Using Activity Diagram and Action Semantics.” Human Factors in Global Software Engineering. IGI Global, 2019. 297-321.

 

  1. Maryam Zaffar. Hashmani, M.A., Savita, K.S. Hybrid Feature Selection Framework to support learning analytics, In Press (UTP)

 

Journals

 

  1. Yoon-Chow Yeong, Khairul Shafee Kalid, K.S. Savita, M.N. Ahmad, Maryam Zaffar, Sustainable cryptocurrency adoption assessment among IT enthusiasts and cryptocurrency social communities, Sustainable Energy Technologies and Assessments, Volume 52,2022. ISSN 2213-1388 (IF = 5.353, HEC-W)
  2. Maryam Zaffar, Hashmani, M.A.,et.al,  Hybrid Feature Selection Framework for EDM, CMC-COMPUTERS MATERIALS & CONTINUA 70.1 (2022): 1893-1920   (ISI Indexed) (IF =3.772, HEC- W)
  3. Saeed Alqahtani, Raja Habib, Maryam Zaffar, et.al, Analyzing he Features Affecting the Performance of Teachers during Covid-19: A Multilevel Feature Selection Electronics. 2021; 10(14):1673. https://doi.org/10.3390/electronics10141673 (ISI Indexed) (IF =2.397, HEC-X)
  4. Hafeez Ullah, Khurram Shehzad Qureshi, Usama Khan, Maryam Zaffar, Yap Jen Yang, Nurul Ekmi Rabat, Muhammad Irfan Khan, Sidra Saqib, Ahmad Mukhtar, Sami Ullah, Muhammad Mubashir, Awais Bokhari, Wai Siong Chai, Kit Wayne Chew, Pau Loke Show,Self-healing epoxy coating synthesis by embedment of metal 2-methyl imidazole and acetylacetonate complexes with microcapsules, Chemosphere, Volume 285,2021,131492,ISSN 0045-6535. (IF =7.086, HEC-W)
  5. Maryam Zaffar, Manzoor Hashmani, Sameer Khan, A Review on Feature Selection Methods for Improving the Performance of Classification in Educational Data Mining, International Journal of Information Technology and Management 20, no. 1-2 (2021): 110-131. (HEC-Y)
  6. Maryam Zaffar, Hashmani, M.A., Savita, K.S., Qayyum, A.A predictive model for student outcomes using sparse coding – Hybrid features selection, (2018) Journal of Theoretical and Applied Information Technology, 96 (21), pp. 7124-7138. (Scopus)
  7. Maryam Zaffar, Hashmani, M.A., Savita, K.S., Rizvi, S.S.H. A study of feature selection algorithms for predicting students’ academic performance (2018) International Journal of Advanced Computer Science and Applications, 9 (5), pp. 541-549. (ESCI)
  8. Hashmani, M.A., Jameel, S.M., Ibrahim, A. Maryam Zaffar, M., Raza, K. An ensemble approach to big data security (Cyber Security) (2018) International Journal of Advanced Computer Science and Applications, 9 (9), pp. 75-77, (ESCI)
  9. Maryam Zaffar, Hashmani, M.A., Savita, K.S., Rizvi, S.S.H, Mobashar Rahman, Role of FCBF Feature Selection Algorithm in Educational Data Mining, Mehran University Research Journal Of Engineering & Technology 39, no. 4 (2020): 772-778.(HEC-Y)
  10. Maryam Zaffar et al, COVID-19 Diagnosis based on Chest X-ray images using Swin Transformer, Intelligent Automation & Soft Computing, ISSN:2326-005 (Publishing Phase) (IF = 1.647, HEC-X)
  11. Muhammad Irfan, Faisal Althobiani, Abdullah Alwadie, Maryam Zaffar, et al, Condition Monitoring of Water Pump Bearings using Ensemble Classifier, Advances in Mechanical Engineering, (Publishing Phase) (IF = 1.316, HEC-X)
  12. Yassir Edrees Almalki, Maryam Zaffar et al, LBP- Bilateral Based Feature Fusion Classification for Breast Cancer Diagnosis, CMC Tech science, (Under Review) (IF =3.772, HEC- W)
  13. Saeed Alqahtani, Maryam Zaffar, et.al, Artificial Intelligence based Identification of Factors Affecting Students Health during COVID-19 Lockdown by Utilizing a Novel Feature Extraction Technique, PeerJ Computer Science (Under Review) 
  14. M. Ibrahim, KS Qureshi, Maryam Zaffar et.al VOC Detection in Waste Bin: A step towards Environmental Sustainability (Under Review)

 

 

Conferences

  1. E. K. Priya Sri, K. S. Savita and M. Zaffar, “Depression Detection in Tweets from Urban Cities of Malaysia using Deep Learning,” 2021 7th International Conference on Research and Innovation in Information Systems (ICRIIS), 2021, pp. 1-6, doi: 10.1109/ICRIIS53035.2021.9617079.

 

  1. Maryam Zaffar, Hashmani, M.A., Savita, K.S.Comparing the performance of FCBF, Chi-Square, and relief-F filter feature selection algorithms in Educational Data Mining, (2019) Advance in Intelligent Systems and Computing, 843, pp. 151-160.

 

  1. Maryam Zaffar, Hashmani, M.A., Savita, K.S. A Study of Prediction Models for Students Enrolled in Programming Subjects, (2018) 2018 4th International Conference on Computer and Information Sciences: Revolutionising Digital Landscape for Sustainable Smart Society, ICCOINS 2018 – Proceedings, art. no. 8510571.

 

  1. Zamin, N., Ab Rahim, H., Savita, K.S., Bhattacharyya, E., Maryam Zaffar., Katijah Mohd Jamil, S.N. Learning Block Programming using Scratch among School Children in Malaysia and Australia: An Exploratory Study (2018) 2018 4th International Conference on Computer and Information Sciences: Revolutionising Digital Landscape for Sustainable Smart Society, ICCOINS 2018 – Proceedings, art. no. 8510586.

 

  1. Maryam Zaffar, Hashmani, M.A., Savita, K.S. Performance analysis of feature selection algorithm for educational data mining, (2018) 2017 IEEE Conference on Big Data and Analytics, ICBDA 2017, 2018-January, pp. 7-12.

 

  1. Ejaz R, Nazmeen M, Maryam Zaffar. A quality assurance model for the analysis phase. In Proceedings of the 2010 National Software Engineering Conference 2010 Oct 4 (p. 1). ACM.