UTP Scholars: Assoc Prof Dr Manzoor Ahmed Hashmani
02-03-030
Universiti Teknologi PETRONAS
Bandar Seri Iskandar, 32610 Perak
P: +60 5-368 7404
Email: manzoor.hashmani@utp.edu.my
- Artificial Intelligence
- Machine Learning (Shallow Learning & Deep Learning)
- Blockchain
- High Speed Communication Networks
- 1991, Degree in BE by Mehran University of Engineering & Technology, Pakistan
- 1997, Master in MS by Nara Advanced Institute of Science and Technology, Japan
- 1999, PhD in PhD by Nara Advanced Institute of Science and Technology, Japan
Khatri, T.K. and Hashmani, M.A. and Taib, H. and Abdullah, N. and Rahim, L.A. (2024) Anomalies in Mooring (Thin) Lines: Causes, Risk Mitigations, and Real Time Consequences of Failure � A Comprehensive Review. Communications in Computer and Information Science, 2001 C. pp. 260-273.
Memon, M.M. and Hashmani, M.A. and Simpao, F.T. and Sales, A.C. and Santillan, N.Q. and Khan, D. (2023) Blockchain in Healthcare: A Comprehensive Survey of Implementations and a Secure Model Proposal. Proceedings of the Pakistan Academy of Sciences: Part A, 60 (3). pp. 1-13.
Palli, A.S. and Jaafar, J. and Hashmani, M.A. and Gomes, H.M. and Alsughayyir, A. and Gilal, A.R. (2023) Combined Effect of Concept Drift and Class Imbalance on Model Performance during Stream Classification. Computers, Materials and Continua, 75 (1). pp. 1827-1845.
Khatri, T.K. and Hashmani, M.A. and Taib, H. and Abdullah, N. and Rahim, L.Ab. (2023) A Deep Learning-Based Approach to Failure Detection in Mooring (Thin) Lines from Marine Images. Engineering Proceedings, 56 (1).
Khursheed, S. and Badruddin, N. and Jeoti, V. and Vukobratovic, D. and Hashmani, M.A. (2023) Low Computational Coding-Efficient Distributed Video Coding: Adding a Decision Mode to Limit Channel Coding Load. Entropy, 25 (2).
Jaffari, R. and Hashmani, M.A. and Reyes-Aldasoro, C.C. and Junejo, A.Z. and Taib, H. and Abdullah, M.N.B. (2023) PLPose: An efficient framework for detecting power lines via key points-based pose estimation. Journal of King Saud University - Computer and Information Sciences, 35 (7).
Khan, D. and Hashmani, M.A. and Jung, L.T. and Junejo, A.Z. (2022) Blockchain Enabled Track-and-Trace Framework for Covid-19 Immunity Certificate. In: UNSPECIFIED.
Junejo, A.Z. and Dziatkovskii, A. and Hashmani, M.A. and Hryneuski, U. and Ovechkina, E. (2022) Blockchain based Framework for Efficient Student Performance Tracking (BloSPer). International Journal of Advanced Computer Science and Applications, 13 (11). pp. 46-55. ISSN 2158107X
Ali, N.M.M. and Tuselim, A.S.M. and Abu Bakar, M.H. and Kalam Azad, F.A.M.A. and Azami, M.F. and Rahim, L.A. and Hashmani, M.A. and May, Z. and Rahman, N.A.A. and Mahmud, M.S. and Hashim, M.F. (2022) Changing the Game of Unpiggable Pipeline Integrity: The Petronas Ultra Long Range Acoustic Technology (ORCA�). In: UNSPECIFIED.
Hashmani, M.A. and Memon, M.M. and Raza, K. and Adil, S.H. and Rizvi, S.S. and Umair, M. (2022) Content-Aware SLIC Super-Pixels for Semi-Dark Images (SLIC++). Sensors, 22 (3). ISSN 14248220
Khan, D. and Jung, L.T. and Hashmani, M.A. and Cheong, M.K. (2022) Empirical Performance Analysis of Hyperledger LTS for Small and Medium Enterprises. Sensors, 22 (3). ISSN 14248220
Palli, A.S. and Jaafar, J. and Gomes, H.M. and Hashmani, M.A. and Gilal, A.R. (2022) An Experimental Analysis of Drift Detection Methods on Multi-Class Imbalanced Data Streams. Applied Sciences (Switzerland), 12 (22). ISSN 20763417
Khairuddin, S.H. and Hasan, M.H. and Akhir, E.A.P. and Hashmani, M.A. (2022) Generating type 2 trapezoidal fuzzy membership function using genetic tuning. Computers, Materials and Continua, 71 (1). pp. 717-734. ISSN 15462218
Palli, A.S. and Jaafar, J. and Hashmani, M.A. and Gomes, H.M. and Gilal, A.R. (2022) A Hybrid Sampling Approach for Imbalanced Binary and Multi-Class Data Using Clustering Analysis. IEEE Access, 10. pp. 118639-118653. ISSN 21693536
Hashmani, M.A. and Memon, M.M. and Raza, K. and Rizvi, S.S. (2022) Hybrid automation of student activity records in virtual learning environments in semi-dark scenarios. International Journal of Business Intelligence and Data Mining, 22 (1-2). pp. 16-33. ISSN 17438187
Effendi, A.D. and Sia, C.W. and Jasamai, M. and Hashmani, M.A. (2022) Investigation on esterified pectin as natural hydrate inhibitor on methane hydrate formation. Journal of Petroleum Exploration and Production Technology, 12 (11). pp. 3003-3019. ISSN 21900558
Umair, M. and Hashmani, M.A. and Hussain Rizvi, S.S. and Taib, H. and Abdullah, M.N. and Memon, M.M. (2022) A Novel Deep Learning Model for Sea State Classification Using Visual-Range Sea Images. Symmetry, 14 (7). ISSN 20738994
Khursheed, S. and Badruddin, N. and Jeoti, V. and Hashmani, M.A. (2022) A Novel Online Correlation Noise Model Based on Band Coefficients Mean to Achieve Low Computational and Coding-Efficient Distributed Video Codec. Applied Sciences (Switzerland), 12 (13). ISSN 20763417
Hashmani, M.A. and Umair, M. (2022) A Novel Visual-Range Sea Image Dataset for Sea Horizon Line Detection in Changing Maritime Scenes. Journal of Marine Science and Engineering, 10 (2). ISSN 20771312
Junejo, A.Z. and Hashmani, M.A. and Alabdulatif, A.A. and Memon, M.M. and Jaffari, S.R. and Abdullah, M.N.B. (2022) RZee: Cryptographic and statistical model for adversary detection and filtration to preserve blockchain privacy. Journal of King Saud University - Computer and Information Sciences, 34 (10). pp. 7885-7910. ISSN 13191578
Hashmani, M.A. and Memon, M.M. and Ebrahim, M. and Raza, K. and Arain, A.A. (2022) Student Procrastination Analysis in Virtual Learning Environments. In: UNSPECIFIED.
Memon, M.M. and Hashmani, M.A. and Junejo, A.Z. and Rizvi, S.S. and Raza, K. (2022) Unified DeepLabV3+ for Semi-Dark Image Semantic Segmentation. Sensors, 22 (14). ISSN 14248220
Umair, M. and Hashmani, M.A. (2022) A Visual-Range Cloud Cover Image Dataset for Deep Learning Models. International Journal of Advanced Computer Science and Applications, 13 (1). pp. 534-541. ISSN 2158107X
Hashmani, M.A. and Umair, M. and Keiichi, H. (2022) Wave Parameters Prediction for Wave Energy Converter Site using Long Short-Term Memory. International Journal of Advanced Computer Science and Applications, 13 (3). pp. 481-487. ISSN 2158107X
Mansoor, M. and Khan, M.W. and Rizvi, S.S.H. and Hashmani, M.A. and Zubair, M. (2021) Adaptation of Modern Agile Practices in Global Software Engineering. IGI Global, pp. 280-299. ISBN 9781668437032; 9781668437025
Junejo, A.Z. and Hashmani, M.A. and Alabdulatif, A.A. (2021) Blockchain Privacy Preservation by Limiting Verifying Nodes' during Transaction Broadcasting. In: UNSPECIFIED.
Shaikh, F.B. and Rehman, M. and Amin, A. and Hashmani, M.A. (2021) Cyber Wellness and Youth: A Systematic Literature Review. In: UNSPECIFIED.
Shaikh, F.B. and Rehman, M. and Amin, A. and Shamim, A. and Hashmani, M.A. (2021) Cyberbullying Behaviour: A Study of Undergraduate University Students. IEEE Access, 9. pp. 92715-92734. ISSN 21693536
Jaffari, R. and Hashmani, M.A. and Reyes-Aldasoro, C.C. and Aziz, N. and Rizvi, S.S.H. (2021) Deep Learning Object Detection Techniques for Thin Objects in Computer Vision: An Experimental Investigation. In: UNSPECIFIED.
Junejo, A.Z. and Hashmani, M.A. and Memon, M.M. (2021) Empirical evaluation of privacy efficiency in blockchain networks: Review and open challenges. Applied Sciences (Switzerland), 11 (15). ISSN 20763417
Khairuddin, S.H. and Hasan, M.H. and Hashmani, M.A. and Azam, M.H. (2021) Generating clustering-based interval fuzzy type-2 triangular and trapezoidal membership functions: A structured literature review. Symmetry, 13 (2). pp. 1-25. ISSN 20738994
Palli, A.S. and Jaafar, J. and Hashmani, M.A. (2021) Performance Degradation of Multi-class Classification Model Due to Continuous Evolving Data Streams. Lecture Notes on Data Engineering and Communications Technologies, 72. pp. 696-706. ISSN 23674512
Khan, D. and Jung, L.T. and Hashmani, M.A. (2021) Proof-of-Review: A Review based Consensus Protocol for Blockchain Application. International Journal of Advanced Computer Science and Applications, 12 (3). pp. 290-300. ISSN 2158107X
Khan, D. and Jung, L.T. and Hashmani, M.A. (2021) A Scalable Blockchain Consensus Model. In: UNSPECIFIED.
Khan, D. and Jung, L.T. and Hashmani, M.A. (2021) Systematic literature review of challenges in blockchain scalability. Applied Sciences (Switzerland), 11 (20). ISSN 20763417
Memon, M.S. and Bhatti, M.N. and Hashmani, M.A. and Malik, M.S. and Dahri, N.M. (2021) Techniques and Trends Towards Various Dimensions of Robust Security Testing in Global Software Engineering. IGI Global, pp. 1245-1271. ISBN 9781668437032; 9781668437025
Umair, M. and Hashmani, M.A. (2021) Towards Development of Visual-Range Sea State Image Dataset for Deep Learning Models. In: UNSPECIFIED.
Hashmani, M.A. and Memon, M.M. and Ansari, M.M. and Raza, K. (2021) Vision-based Semantics for Scene Comprehension. In: UNSPECIFIED.
Hashmani, M.A. and Jameel, S.M. and Rizvi, S.S.H. and Shukla, S. (2021) An adaptive federated machine learning-based intelligent system for skin disease detection: A step toward an intelligent dermoscopy device. Applied Sciences (Switzerland), 11 (5). pp. 1-19. ISSN 20763417
Zaffar, M. and Hashmani, M.A. and Habib, R. and Quraishi, K.S. and Irfan, M. and Alqhtani, S. and Hamdi, M. (2021) A hybrid feature selection framework for predicting students performance. Computers, Materials and Continua, 70 (1). pp. 1893-1920. ISSN 15462218
Jaffari, R. and Hashmani, M.A. and Reyes-Aldasoro, C.C. (2021) A novel focal phi loss for power line segmentation with auxiliary classifier u-net. Sensors, 21 (8). ISSN 14248220
Memon, M.M. and Hashmani, M.A. and Junejo, A.Z. and Rizvi, S.S. and Arain, A.A. (2021) A novel luminance-based algorithm for classification of semi-dark images. Applied Sciences (Switzerland), 11 (18). ISSN 20763417
Zaffar, M. and Hashmani, M.A. and Savita, K.S. and Khan, S.A. (2021) A review on feature selection methods for improving the performance of classification in educational data mining. International Journal of Information Technology and Management, 20 (1-2). pp. 110-131. ISSN 14614111
Jameel, S.M. and Hashmani, M.A. and Rehman, M. and Budiman, A. (2020) Adaptive CNN Ensemble for Complex Multispectral Image Analysis. Complexity, 2020. ISSN 10762787
Hashmani, M.A. and Junejo, A.Z. and Alabdulatif, A.A. and Adil, S.H. (2020) Blockchain in Education - Track ability and Traceability. In: UNSPECIFIED.
Shaikh, T.A. and Hussain, S.S. and Tanweer, M.R. and Hashmani, M.A. (2020) Broadening selection competitive constraint handling algorithm for faster convergence. Journal of Information Science and Engineering, 36 (6). pp. 1293-1314. ISSN 10162364
Hashmani, M.A. and Jameel, S.M. and Rehman, M. and Inoue, A. (2020) Concept Drift Evolution In Machine Learning Approaches: A Systematic Literature Review. International Journal on Smart Sensing and Intelligent Systems, 13 (1). pp. 1-16. ISSN 11785608
Khursheed, S. and Badruddin, N. and Jeoti, V. and Hashmani, M.A. (2020) Fast side information generation for high-resolution videos in distributed video coding applications. International Journal of Advanced Computer Science and Applications, 11 (7). pp. 277-283. ISSN 2158107X
Khairuddin, S.H. and Hasan, M.H. and Hashmani, M.A. (2020) Integration of cluster centers and gaussian distributions in fuzzy c-means for the construction of trapezoidal membership function. Mathematics and Statistics, 8 (5). pp. 559-565. ISSN 23322071
Khursheed, S. and Jeoti, V. and Badruddin, N. and Hashmani, M.A. (2020) Low complexity Phase-based Interpolation for side information generation for Wyner-Ziv coding at DVC decoder. In: UNSPECIFIED.
Umair, M. and Hashmani, M.A. and Keiichi, H. (2020) Optimal Feature Identification for Machine Prediction of Wind-Wave Parameters at Wave Energy Converter Site. In: UNSPECIFIED.
Jameel, S.M. and Rehman Gilal, A. and Hussain Rizvi, S.S. and Rehman, M. and Hashmani, M.A. (2020) Practical Implications and Challenges of Multispectral Image Analysis. In: UNSPECIFIED.
Hashmani, M.A. and Memon, M.M. and Raza, K. (2020) Semantic Segmentation for Visually Adverse Images - A Critical Review. In: UNSPECIFIED.
Hashmani, M.A. and Umair, M. and Hussain Rizvi, S.S. and Rehman Gilal, A. (2020) A Survey on Edge Detection based recent Marine Horizon Line Detection Methods and their Applications. In: UNSPECIFIED.
Osawa, K. and Yamaguchi, H. and Umair, M. and Hashmani, M.A. and Horio, K. (2020) Wave Height and Peak Wave Period Prediction Using Recurrent Neural Networks. In: UNSPECIFIED.
Jameel, S.M. and Hashmani, M.A. and Rehman, M. and Budiman, A. (2020) An adaptive deep learning framework for dynamic image classification in the internet of things environment. Sensors (Switzerland), 20 (20). pp. 1-25. ISSN 14248220
Jameel, S.M. and Hashmani, M.A. and Alhussain, H. and Rehman, M. and Budiman, A. (2020) A critical review on adverse effects of concept drift over machine learning classification models. International Journal of Advanced Computer Science and Applications, 11 (1). pp. 206-211. ISSN 2158107X
Sultana, S. and Akhtar, S. and Nazim, S. and Kumar, P. and Hashmani, M.A. and Rizvi, S.S.H. (2020) A critical study on internet of medical things for secure WBAN. IGI Global, pp. 179-197. ISBN 9781799828051; 9781799828037
Jameel, S.M. and Hashmani, M.A. and Alhussain, H. and Rehman, M. and Budiman, A. (2020) An optimized deep convolutional neural network architecture for concept drifted image classification. Advances in Intelligent Systems and Computing, 1037. pp. 932-942. ISSN 21945357
Uddin, V. and Rizvi, S.S.H. and Hashmani, M.A. and Jameel, S.M. and Ansari, T. (2020) A study of deterioration in classification models in real-time big data environment. Advances in Intelligent Systems and Computing, 1073. pp. 79-87. ISSN 21945357
Junejo, A.Z. and Hashmani, M.A. and Alabdulatif, A.A. (2020) A survey on privacy vulnerabilities in permissionless blockchains. International Journal of Advanced Computer Science and Applications, 11 (9). pp. 130-139. ISSN 2158107X
Hashmani, M.A. and Jameel, S.M. and Alhussain, H. and Rehman, M. and Budiman, A. (2019) Accuracy performance degradation in image classification models due to concept drift. International Journal of Advanced Computer Science and Applications, 10 (5). pp. 422-425. ISSN 2158107X
Zaffar, M. and Hashmani, M.A. and Savita, K.S. (2019) Comparing the performance of FCBF, Chi-Square and relief-F filter feature selection algorithms in educational data mining. Advances in Intelligent Systems and Computing, 843. pp. 151-160. ISSN 21945357
Jameel, S.M. and Hashmani, M.A. and Hussain, H.A. and Rehman, M. and Budiman, A. (2019) Deleterious effects of uncertainty in color imagery streams on classification models. In: UNSPECIFIED.
Anwar, R. and Rehman, M. and Wang, K.S. and Hashmani, M.A. and Shamim, A. (2019) Investigation of Knowledge Sharing Behavior in Global Software Development Organizations Using Social Cognitive Theory. IEEE Access, 7. pp. 71286-71298. ISSN 21693536
Umair, M. and Hashmani, M.A. and Hasan, M.H.B. (2019) Survey of Sea Wave Parameters Classification and Prediction using Machine Learning Models. In: UNSPECIFIED.
Anwar, R. and Rehman, M. and Wang, K.S. and Hashmani, M.A. (2019) Systematic Literature Review of Knowledge Sharing Barriers and Facilitators in Global Software Development Organizations Using Concept Maps. IEEE Access, 7. pp. 24231-24247. ISSN 21693536
Jameel, S.M. and Hashmani, M.A. and Alhussain, H. and Budiman, A. (2019) A fully adaptive image classification approach for industrial revolution 4.0. Advances in Intelligent Systems and Computing, 843. pp. 311-321. ISSN 21945357
Zaffar, M. and Hashmani, M.A. and Savita, K.S. (2018) A Study of Prediction Models for Students Enrolled in Programming Subjects. In: UNSPECIFIED.
Hashmani, M.A. and Jameel, S.M. and Ibrahim, A.M. and Zaffar, M. and Raza, K. (2018) An ensemble approach to big data security (Cyber Security). International Journal of Advanced Computer Science and Applications, 9 (9). pp. 75-77. ISSN 2158107X
Hashmani, M.A. and Abro, F.R. and Unar, M.A. and Watada, J. (2018) A novel algorithm to reduce peak-to-average power ratio of orthogonal frequency division multiplexing signals. Journal of Theoretical and Applied Information Technology, 96 (8). pp. 2106-2127. ISSN 19928645
Zaffar, M. and Hashmani, M.A. and Savita, K.S. and Qayyum, A. (2018) A predictive model for student outcomes using sparse coding � Hybrid features selection. Journal of Theoretical and Applied Information Technology, 96 (21). pp. 7124-7138. ISSN 19928645
Zaffar, M. and Hashmani, M.A. and Savita, K.S. and Rizvi, S.S.H. (2018) A study of feature selection algorithms for predicting students academic performance. International Journal of Advanced Computer Science and Applications, 9 (5). pp. 541-549. ISSN 2158107X
Zaffar, M. and Hashmani, M.A. and Savita, K.S. (2017) Performance analysis of feature selection algorithm for educational data mining. In: UNSPECIFIED.