Hashmani, Manzoor Ahmed

Hashmani, Manzoor Ahmed

Assoc. Prof. Dr.

Positions

Associate Professor, Computer & Information Science Department , Faculty of Science and Information Technology

overview

Manzoor Ahmed Hashmani (Senior Member, IEEE) received the Ph.D. degree in communication networks from the Nara Institute of Science and Technology, Japan. He is currently an Associate Professor with the Department of Computer and Information Sciences, Universiti Teknologi PETRONAS. He is also a member of the High Performance Cloud Computing Centre and the Centre for Research in Data Science. His research interests include computer communications (networks), artificial neural networks, and artificial intelligence.

member of

Computer & Information Science Department

selected publications

academic article
- Blockchain in Healthcare: A Comprehensive Survey of Implementations and a Secure Model Proposal. Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences. 60. 2023
- Combined Effect of Concept Drift and Class Imbalance on Model Performance During Stream Classification. Computers, Materials & Continua. 75:1827-1845. 2023
- Hybrid automation of student activity records in virtual learning environments in semi-dark scenarios. International Journal of Business Intelligence and Data Mining. 22:16. 2023
- Low Computational Coding-Efficient Distributed Video Coding: Adding a Decision Mode to Limit Channel Coding Load. Entropy. 25:241. 2023
- PLPose: An efficient framework for detecting power lines via key points-based pose estimation. Journal of King Saud University - Computer and Information Sciences. 35:101615. 2023
- A Hybrid Feature Selection Framework for Predicting Students Performance. Computers, Materials & Continua. 70:1893-1920. 2022
- A Hybrid Sampling Approach for Imbalanced Binary and Multi-Class Data Using Clustering Analysis. IEEE Access. 10:118639-118653. 2022
- A Novel Deep Learning Model for Sea State Classification Using Visual-Range Sea Images. Symmetry. 14:1487. 2022
- A Novel Online Correlation Noise Model Based on Band Coefficients Mean to Achieve Low Computational and Coding-Efficient Distributed Video Codec. Applied Sciences. 12:6505. 2022
- A Novel Visual-Range Sea Image Dataset for Sea Horizon Line Detection in Changing Maritime Scenes. Journal of Marine Science and Engineering. 10:193. 2022
- A Visual-Range Cloud Cover Image Dataset for Deep Learning Models. International Journal of Advanced Computer Science and Applications. 13. 2022
- An Experimental Analysis of Drift Detection Methods on Multi-Class Imbalanced Data Streams. Applied Sciences. 12:11688. 2022
- Blockchain based Framework for Efficient Student Performance Tracking (BloSPer). International Journal of Advanced Computer Science and Applications. 13. 2022
- Content-Aware SLIC Super-Pixels for Semi-Dark Images (SLIC++). Sensors. 22:906. 2022
- Empirical Performance Analysis of Hyperledger LTS for Small and Medium Enterprises. Sensors. 22:915. 2022
- Generating Type 2 Trapezoidal Fuzzy Membership Function Using Genetic Tuning. Computers, Materials & Continua. 71:717-734. 2022
- RZee: Cryptographic and statistical model for adversary detection and filtration to preserve blockchain privacy. Journal of King Saud University - Computer and Information Sciences. 34:7885-7910. 2022
- Unified DeepLabV3+ for Semi-Dark Image Semantic Segmentation. Sensors. 22:5312. 2022
- Wave Parameters Prediction for Wave Energy Converter Site using Long Short-Term Memory. International Journal of Advanced Computer Science and Applications. 13. 2022
- A Novel Focal Phi Loss for Power Line Segmentation with Auxiliary Classifier U-Net. Sensors. 21:2803. 2021
- A Novel Luminance-Based Algorithm for Classification of Semi-Dark Images. Applied Sciences. 11:8694. 2021
- A deep learning hybrid ensemble fusion for chest radiograph classification. Neural Network World. 31:191-209. 2021
- A review on feature selection methods for improving the performance of classification in educational data mining. International Journal of Information Technology and Management. 20:110. 2021
- An Adaptive Federated Machine Learning-Based Intelligent System for Skin Disease Detection: A Step toward an Intelligent Dermoscopy Device. Applied Sciences. 11:2145. 2021
- Cyberbullying Behaviour: A Study of Undergraduate University Students. IEEE Access. 9:92715-92734. 2021
- Empirical Evaluation of Privacy Efficiency in Blockchain Networks: Review and Open Challenges. Applied Sciences. 11:7013. 2021
- Generating Clustering-Based Interval Fuzzy Type-2 Triangular and Trapezoidal Membership Functions: A Structured Literature Review. Symmetry. 13:239. 2021
- Proof-of-Review: A Review based Consensus Protocol for Blockchain Application. International Journal of Advanced Computer Science and Applications. 12. 2021
- Systematic Literature Review of Challenges in Blockchain Scalability. Applied Sciences. 11:9372. 2021
- Wireless Communication as a Reshaping Tool for Internet of Things (IoT) and Internet of Underwater Things (IoUT) Business in Pakistan: A Technical and Financial Review. Wireless Personal Communications. 116:1087-1105. 2021
- A Critical Review on Adverse Effects of Concept Drift over Machine Learning Classification Models. International Journal of Advanced Computer Science and Applications. 11. 2020
- A Survey on Privacy Vulnerabilities in Permissionless Blockchains. International Journal of Advanced Computer Science and Applications. 11. 2020
- Adaptive CNN Ensemble for Complex Multispectral Image Analysis. Complexity. 2020:1-21. 2020
- An Adaptive Deep Learning Framework for Dynamic Image Classification in the Internet of Things Environment. Sensors. 20:5811. 2020
- Concept Drift Evolution In Machine Learning Approaches: A Systematic Literature Review. International Journal on Smart Sensing and Intelligent Systems. 13:1-16. 2020
- Fast Side Information Generation for High-Resolution Videos in Distributed Video Coding Applications. International Journal of Advanced Computer Science and Applications. 11. 2020
- Integration of Cluster Centers and Gaussian Distributions in Fuzzy C-Means for the Construction of Trapezoidal Membership Function. Mathematics and Statistics. 8:559-565. 2020
- Statistical Comparison of Architecture Driven Modernization with other Cloud Migration Frameworks and Formation of Clusters. International Journal on Advanced Science, Engineering and Information Technology. 10:112-119. 2020
- Accuracy Performance Degradation in Image Classification Models due to Concept Drift. International Journal of Advanced Computer Science and Applications. 10. 2019
- Investigation of Knowledge Sharing Behavior in Global Software Development Organizations Using Social Cognitive Theory. IEEE Access. 7:71286-71298. 2019
- Systematic Literature Review of Knowledge Sharing Barriers and Facilitators in Global Software Development Organizations Using Concept Maps. IEEE Access. 7:24231-24247. 2019
- A Study of Feature Selection Algorithms for Predicting Students Academic Performance. International Journal of Advanced Computer Science and Applications. 9. 2018
- An Ensemble Approach to Big Data Security (Cyber Security). International Journal of Advanced Computer Science and Applications. 9. 2018
- Clustering-Based Cloud Migration Strategies. Journal of Advanced Computational Intelligence and Intelligent Informatics. 22:295-305. 2018
- A Novel Topology in Modular Ann Approach for Multi-Modal Concept Identification and Image Retrieval. Intelligent Automation & Soft Computing. 20:131-141. 2014
- The Analysis of the Artifacts due to the Simultaneous Use of Two Ultrasound Probes with Different/Similar Operating Frequencies. Computational and Mathematical Methods in Medicine. 2013:1-5. 2013
- Broadening Selection Competitive Constraint Handling Algorithm for Faster Convergence
chapter
- Anomalies in Mooring (Thin) Lines: Causes, Risk Mitigations, and Real Time Consequences of Failure – A Comprehensive Review. Communications in Computer and Information Science. 260-273. 2024
- Adaptation of Modern Agile Practices in Global Software Engineering. 280-299. 2022
- Techniques and Trends Towards Various Dimensions of Robust Security Testing in Global Software Engineering. 1245-1271. 2022
- Performance Degradation of Multi-class Classification Model Due to Continuous Evolving Data Streams. Lecture Notes on Data Engineering and Communications Technologies. 696-706. 2021
- A Critical Study on Internet of Medical Things for Secure WBAN. 179-197. 2020
- A Study of Deterioration in Classification Models in Real-Time Big Data Environment. Advances in Intelligent Systems and Computing. 79-87. 2020
- An Optimized Deep Convolutional Neural Network Architecture for Concept Drifted Image Classification. Advances in Intelligent Systems and Computing. 932-942. 2020
- A Fully Adaptive Image Classification Approach for Industrial Revolution 4.0. Advances in Intelligent Systems and Computing. 311-321. 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. 151-160. 2019
- Image Retrieval Based on Color and Texture Feature Using Artificial Neural Network. Communications in Computer and Information Science. 501-511. 2012
- Improved Classification and Framework Association of Security Vulnerability, Threats and Attacks in Wireless Sensor Networks. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. 269-274. 2009
- SNR Based Digital Estimation of Security in Wireless Sensor Networks. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. 35-45. 2009
- A Framework to Achieve Reverse Channel Multicast in IEEE 802.16 Based Wireless Broadband Networks for Interoperability with IP Networks. Wireless Networks, Information Processing and Systems. 76-87. 2008
- A Pretty Safe Strategy for Analyzing Discrete Security Assessment Framework in Wireless Sensor Networks. Wireless Networks, Information Processing and Systems. 445-448. 2008
- Management and Realization of SLA for Providing Network QoS. Networking — ICN 2001. 398-408. 2001
conference paper

education and training

Ph.D. in Communication Networks 1999
Nara Advanced Institute of Science and Technology, Japan 1997
B.E., Mehran University of Engineering & Technology, Pakistan 1991

full name

Manzoor Ahmed Hashmani

primary email

manzoor.hashmani@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

manzoor.hashmani@utp.edu.my

Websites