An Empirical Comparison of Kernel Selection for Support Vector Machines. - A. B. M. Shawkat Ali; Ajith Abraham (HIS, 2002)

Nonlinear Discrimination Using Support Vector Machine. - A. B. M. Shawkat Ali; Morshed U. Chowdhury; S. R. Subramanya (CATA, 2003)

Matching SVM Kernel's Suitability to Data Characteristics Using Tree by Fuzzy C-means Clustering. - Shawkat Ali 001; Kate A. Smith (HIS, 2003)

Automatic parameter selection for polynomial kernel. - Shawkat Ali 001; Kate A. Smith (IRI, 2003)

Improved Kernel Learning Using Smoothing Parameter Based Linear Kernel. - A. B. M. Shawkat Ali; Ajith Abraham (IWANN (1), 2003)

Kernal Width Selection for SVM Classification: A Meta-Learning Approach. - Shawkat Ali 001; Kate A. Smith (Int. J. Data Warehous. Min., 2005)

Improved Support Vector Machine Generalization Using Normalized Input Space. - Shawkat Ali 001; Kate Amanda Smith-Miles (Australian Conference on Artificial Intelligence, 2006)

Retrospective Analysis for Mining the Causes in Manufacturing Processes. - Kwok Pan Pang; Shawkat Ali 001 (CIMCA/IAWTIC, 2006)

On learning algorithm selection for classification. - Shawkat Ali 001; Kate A. Smith (Appl. Soft Comput., 2006)

A meta-learning approach to automatic kernel selection for support vector machines. - Shawkat Ali 001; Kate Amanda Smith-Miles (Neurocomputing, 2006)

A Novel Classifier Selection Approach for Adaptive Boosting Algorithms. - A. B. M. Shawkat Ali; Tony Dobele (ACIS-ICIS, 2007)

Spam Classification Using Adaptive Boosting Algorithm. - A. B. M. Shawkat Ali; Yang Xiang 001 (ACIS-ICIS, 2007)

Performance Analysis of OFDM Systems with Phase Noise. - Md. Mahbubur Rahman; Md. Delowar Hossain; A. B. M. Shawkat Ali (ACIS-ICIS, 2007)

Optimal Classifier Selection for Adaptive Boosting Algorithm. - Shawkat Ali 001; Tony Dobele (MLMTA, 2007)

On optimal degree selection for polynomial kernel with support vector machines: Theoretical and empirical investigations. - Shawkat Ali 001; Kate Smith-Miles (Int. J. Knowl. Based Intell. Eng. Syst., 2007)

Rule Based Base Classifier Selection for Bagging Algorithm. - Shawkat Ali 001; Ben Pang; Kevin Tackle (DMIN, 2008)

Forecasting Vertical Acceleration Railway Wagons - A comparative study. - G. M. Shafiullah; Scott Simson; Adam Thompson; Peter J. Wolfs; Shawkat Ali 001 (DMIN, 2008)

Monitoring Vertical Acceleration of Railway Wagon using Machine Learning Technique. - G. M. Shafiullah; Scott Simson; Adam Thompson; Peter J. Wolfs; Shawkat Ali 001 (IC-AI, 2008)

Opto-tactile sensor for surface texture pattern identification using support vector machine. - Abdul Md. Mazid; A. B. M. Shawkat Ali (ICARCV, 2008)

TCP Performance over Proactive and Reactive Routing Protocols for Mobile Ad Hoc Networks. - Md. Mahbubur Rahman; Asif Nashiry; Tapan Kumar Godder; Shawkat Ali 001 (ICWN, 2008)

Object Identification Based on Deformable Templates and Genetic Algorithms. - Mohammad Ali Moni; A. B. M. Shawkat Ali (BIFE, 2009)

Finding Association of Impact Factor for Breast Cancer Patient - A Novel Statistical Approach. - Kwok-Pan Pang; A. B. M. Shawkat Ali (ICECS, 2009)

A Comparison Between Rule Based and Association Rule Mining Algorithms. - Mohammed Md. Mazid; A. B. M. Shawkat Ali; Kevin S. Tickle (NSS, 2009)

Early Breast Cancer Identification: Which Way to Go? Microarray or Image Based Computer Aided Diagnosis!. - Jesmin Nahar; Kevin S. Tickle; A. B. M. Shawkat Ali; Yi-Ping Phoebe Chen (NSS, 2009)

Above the Trust and Security in Cloud Computing: A Notion Towards Innovation. - Mahbub Ahmed; Yang Xiang 001; A. B. M. Shawkat Ali (EUC, 2010)

Rule-based classification approach for railway wagon health monitoring. - G. M. Shafiullah; A. B. M. Shawkat Ali; Adam Thompson; Peter J. Wolfs (IJCNN, 2010)

Predicting Vertical Acceleration of Railway Wagons Using Regression Algorithms. - G. M. Shafiullah; A. B. M. Shawkat Ali; Adam Thompson; Peter J. Wolfs (IEEE Trans. Intell. Transp. Syst., 2010)

A novel hybrid approach of feature selection through feature clustering using microarray gene expression data. - Choudhury Muhammad Mufassil Wahid; A. B. M. Shawkat Ali; Kevin S. Tickle (HIS, 2011)

Trust Issues that Create Threats for Cyber Attacks in Cloud Computing. - Md. Tanzim Khorshed; A. B. M. Shawkat Ali; Saleh A. Wasimi (ICPADS, 2011)

Monitoring Insiders Activities in Cloud Computing Using Rule Based Learning. - Md. Tanzim Khorshed; A. B. M. Shawkat Ali; Saleh A. Wasimi (TrustCom, 2011)

Advanced Matrix Algorithm (AMA): reducing number of scans for association rule generation. - Marghny H. Mohamed; Mohammed M. Darwieesh; A. B. M. Shawkat Ali (Int. J. Bus. Intell. Data Min., 2011)

Significant Cancer Prevention Factor Extraction: An Association Rule Discovery Approach. - Jesmin Nahar; Kevin S. Tickle; A. B. M. Shawkat Ali; Yi-Ping Phoebe Chen (J. Medical Syst., 2011)

Computational intelligence for microarray data and biomedical image analysis for the early diagnosis of breast cancer. - Jesmin Nahar; Tasadduq Imam; Kevin S. Tickle; A. B. M. Shawkat Ali; Yi-Ping Phoebe Chen (Expert Syst. Appl., 2012)

A survey on gaps, threat remediation challenges and some thoughts for proactive attack detection in cloud computing. - Md. Tanzim Khorshed; A. B. M. Shawkat Ali; Saleh A. Wasimi (Future Gener. Comput. Syst., 2012)

Classifying different denial-of-service attacks in cloud computing using rule-based learning. - Md. Tanzim Khorshed; A. B. M. Shawkat Ali; Saleh A. Wasimi (Secur. Commun. Networks, 2012)

Access Control Management for Cloud. - Mansura Habiba; Md. Rafiqul Islam 002; A. B. M. Shawkat Ali (TrustCom/ISPA/IUCC, 2013)

Hybrid feature selection through feature clustering for microarray gene expression data. - Choudhury Muhammad Mufassil Wahid; A. B. M. Shawkat Ali; Kevin S. Tickle (Int. J. Hybrid Intell. Syst., 2013)

Domain Specific Custom Search for Quicker Information Retrieval. - Tushar Kanti Saha; A. B. M. Shawkat Ali (Int. J. Inf. Retr. Res., 2013)

Energy-Efficient Wireless MAC Protocols for Railway Monitoring Applications. - G. M. Shafiullah; Salahuddin A. Azad; A. B. M. Shawkat Ali (IEEE Trans. Intell. Transp. Syst., 2013)

Consumer Purchasing Behavior Extraction Using Statistical Learning Theory. - Yi Zuo; A. B. M. Shawkat Ali; Katsutoshi Yada (KES, 2014)

Brain Cancer Diagnosis-Association Rule Based Computational Intelligence Approach. - Jesmin Nahar; A. B. M. Shawkat Ali; Tasadduq Imam; Kevin Tickle; Yi-Ping Phoebe Chen (CIT, 2016)

D2i2D: A Novel Secure Approach for Cloud Storage with Cost Minimization. - Tushar Kanti Saha; A. B. M. Shawkat Ali (J. Softw., 2016)

An Approach to Security for Unstructured Big Data. - Md. Ezazul Islam; Md. Rafiqul Islam 002; A. B. M. Shawkat Ali (Rev. Socionetwork Strateg., 2016)

A component based unified architecture for utility service in cloud. - Mansura Habiba; Md. Rafiqul Islam 002; A. B. M. Shawkat Ali (Future Gener. Comput. Syst., 2018)

Big Data Visualization Tools, Challenges and Web Search Popularity - An Update till Today. - Anal Kumar; A. B. M. Shawkat Ali (DataCom, 2022)

Machine Learning Algorithms Performance Investigation in Fake News Detection. - Monesh Sami; A. B. M. Shawkat Ali (DataCom, 2022)

Modeling the SARS-CoV-2 parallel transmission dynamics: Asymptomatic and symptomatic pathways. - S. M. E. K. Chowdhury; Mohammad Forkan; Shams Forruque Ahmed; Praveen Agarwal; A. B. M. Shawkat Ali; S. M. Muyeen (Comput. Biol. Medicine, 2022)

Guest Editorial Introduction to the Special Section on Computing and Networking for Cyber-Physical-Social Systems. - Hai Jiang 003; Beniamino Di Martino; A. B. M. Shawkat Ali; Bernady O. Apduhan (IEEE Trans. Netw. Sci. Eng., 2022)

Blockchain-Based Smart Contracts for Land Title Registry Opportunities and Adaption for fiji. - Rishal Ravikesh Chand; A. B. M. Shawkat Ali; Peng Zhang (Blockchain, 2023)

Edge intelligence for network intrusion prevention in IoT ecosystem. - Mansura Habiba; Md. Rafiqul Islam 002; S. M. Muyeen; A. B. M. Shawkat Ali (Comput. Electr. Eng., 2023)

Deep learning modelling techniques: current progress, applications, advantages, and challenges. - Shams Forruque Ahmed; Md. Sakib Bin Alam; Maruf Hassan; Mahtabin Rodela Rozbu; Taoseef Ishtiak; Nazifa Rafa; M. Mofijur; A. B. M. Shawkat Ali; Amir H. Gandomi (Artif. Intell. Rev., 2023)

Blockchain-Powered Fraud Prevention in Health Insurance Industry. - Zain Buksh; A. B. M. Shawkat Ali; Amin Sakzad (BSCI, 2024)

Development of Usability Guidelines: A Systematic Literature Review. - Munil Shiva Goundar; Bimal Aklesh Kumar; A. B. M. Shawkat Ali (Int. J. Hum. Comput. Interact., 2024)

Explainable AI Frameworks: Navigating the Present Challenges and Unveiling Innovative Applications. - Neeraj Anand Sharma; Rishal Ravikesh Chand; Zain Buksh; A. B. M. Shawkat Ali; Ambreen Hanif; Amin Beheshti (Algorithms, 2024)

Evading Cyber-Attacks on Hadoop Ecosystem: A Novel Machine Learning-Based Security-Centric Approach towards Big Data Cloud. - Neeraj Anand Sharma; Kunal Kumar; Md. Tanzim Khorshed; A. B. M. Shawkat Ali; Haris M. Khalid; S. M. Muyeen; Linju Jose (Inf., 2024)

Enhancing e-KYC Security and Privacy: Harnessing Quantum Computing and Blockchain in Web 3.0. - G. M. Faruk Ahmed; Imran Hasan; Md Soumike Hassan; Rahul Khan; Abu Jor Al Gefari; Zain Buksh; Joseph K. Liu; A. B. M. Shawkat Ali (Distributed Ledger Technol. Res. Pract., 2024)

Adaptive Federated Learning With Reinforcement Learning-Based Client Selection for Heterogeneous Environments. - Shamim Ahmed; M. Shamim Kaiser; Sudipto Chaki; A. B. M. Shawkat Ali (IEEE Access, 2025)

Revolutionizing Mental Health Sentiment Analysis With BERT-Fuse: A Hybrid Deep Learning Model. - Md. Mithun Hossain; Sanjara; Md Shakil Hossain; Sudipto Chaki; Md. Saifur Rahman; A. B. M. Shawkat Ali (IEEE Access, 2025)

A review of sentiment analysis: tasks, applications, and deep learning techniques. - Neeraj Anand Sharma; A. B. M. Shawkat Ali; Muhammad Ashad Kabir (Int. J. Data Sci. Anal., 2025)

CrosGrpsABS: Cross-Attention over Syntactic and Semantic Graphs for Aspect-Based Sentiment Analysis in a Low-Resource Language. - Md. Mithun Hossain; Md Shakil Hossain; Sudipto Chaki; Md. Rajib Hossain; Md. Saifur Rahman; A. B. M. Shawkat Ali (CoRR, 2025)