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M. Halgamuge · SciRah

Researcher profile · Semantic Scholar

M. Halgamuge

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M. Halgamuge — researcher profile on SciRah

h-index: 34
Works: 162
Citations: 3,544

Most-cited papers

Adoption of the Internet of Things (IoT) in Agriculture and Smart Farming towards Urban Greening: A Review
A. A.Raneesha Madushanki, M. Halgamuge, W. A.H.Surangi Wirasagoda, A. Syed
2019International Journal of Advanced Computer Science and Applications194 citations Open access
Semantic Scholar
Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence
Timothy R. McIntosh, Teo Sušnjak, Nalin A. G. Arachchilage, Tong Liu +3 more
2024IEEE Transactions on Artificial Intelligence142 citations Open access
Semantic Scholar
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape
Timothy R. McIntosh, Teo Sušnjak, Liu Tong, Paul A. Watters +1 more
2023Technologies107 citations Open access
Semantic Scholar
Effective Text Data Preprocessing Technique for Sentiment Analysis in Social Media Data
Saurav Pradha, M. Halgamuge, Vinh Tran Quoc Nguyen
2019International Conference on Knowledge and Systems Engineering104 citations
Semantic Scholar
From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models
Timothy R. McIntosh, Teo Sušnjak, Tong Liu, Paul A. Watters +4 more
2024Computers & security95 citations Open access
Semantic Scholar
A Culturally Sensitive Test to Evaluate Nuanced GPT Hallucination
Timothy R. McIntosh, Tong Liu, Teo Sušnjak, Paul A. Watters +2 more
2024IEEE Transactions on Artificial Intelligence92 citations Open access
Semantic Scholar
Impact of Different Data Types on Classifier Performance of Random Forest, Naïve Bayes, and K-Nearest Neighbors Algorithms
Asmita Singh, M. Halgamuge, Rajasekaran Lakshmiganthan
201790 citations Open access
Semantic Scholar
Analysis of large flood events: Based on flood data during 1985–2016 in Australia and India
M. Halgamuge, A. Nirmalathas
201785 citations
Semantic Scholar
The use and analysis of anti‐plagiarism software: Turnitin tool for formative assessment and feedback
M. Halgamuge
2017Computer Applications in Engineering Education80 citations Open access
Semantic Scholar
Internet of Things and autonomous control for vertical cultivation walls towards smart food growing: A review
M. Halgamuge, A. Bojovschi, P. Fisher, Tu C. Le +2 more
202172 citations Open access
Semantic Scholar
Best optimizer selection for predicting bushfire occurrences using deep learning
M. Halgamuge, Eshan Daminda, A. Nirmalathas
2020Natural Hazards57 citations
Semantic Scholar
Adaptive edge security framework for dynamic IoT security policies in diverse environments
M. Halgamuge, D. Niyato
2024Computers & security55 citations Open access
Semantic Scholar
The Inadequacy of Reinforcement Learning From Human Feedback—Radicalizing Large Language Models via Semantic Vulnerabilities
Timothy R. McIntosh, Teo Sušnjak, Tong Liu, Paul A. Watters +1 more
2024IEEE Transactions on Cognitive and Developmental Systems50 citations
Semantic Scholar
Ransomware Reloaded: Re-examining Its Trend, Research and Mitigation in the Era of Data Exfiltration
Timothy R. McIntosh, Teo Sušnjak, Tong Liu, Dan Xu +5 more
2024ACM Computing Surveys48 citations Open access
Semantic Scholar
Robust Ensemble Machine Learning Model for Filtering Phishing URLs: Expandable Random Gradient Stacked Voting Classifier (ERG-SVC)
Pubudu L. Indrasiri, M. Halgamuge, Azeem Mohammad
2021IEEE Access48 citations Open access
Semantic Scholar
Supply chain traceability and counterfeit detection of COVID-19 vaccines using novel blockchain-based Vacledger system
Uvini J. Munasinghe, M. Halgamuge
2023Expert systems with applications47 citations Open access
Semantic Scholar
Review: Weak radiofrequency radiation exposure from mobile phone radiation on plants
M. Halgamuge
2017Electromagnetic Biology and Medicine46 citations Open access
Semantic Scholar
Root zone soil moisture prediction models based on system identification: Formulation of the theory and validation using field and AQUACROP data
Dilini Delgoda, S. Saleem, H. Malano, M. Halgamuge
201640 citations
Semantic Scholar
Internet of Things in the Healthcare Sector: Overview of Security and Privacy Issues
Suvini P. Amaraweera, M. Halgamuge
2019Security, Privacy and Trust in the IoT Environment39 citations
Semantic Scholar
Leveraging Deep Learning to Strengthen the Cyber-Resilience of Renewable Energy Supply Chains: A Survey
M. Halgamuge
2024IEEE Communications Surveys and Tutorials38 citations
Semantic Scholar
An Analysis of Demographic and Behavior Trends Using Social Media: Facebook, Twitter, and Instagram
Amandeep Singh, M. Halgamuge, Beulah Moses
2019Social Network Analytics37 citations Open access
Semantic Scholar
Big-data NoSQL databases: A comparison and analysis of “Big-Table”, “DynamoDB”, and “Cassandra”
Sultana Kalid, Ali Syed, Azeem Mohammad, M. Halgamuge
20172017 IEEE 2nd International Conference on Big Data Analysis (ICBDA)(37 citations
Semantic Scholar
Estimation of the success probability of a malicious attacker on blockchain-based edge network
M. Halgamuge
2022Comput. Networks34 citations
Semantic Scholar
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning
Timothy R. McIntosh, Liu Tong, Teo Sušnjak, Paul A. Watters +1 more
2024ACM Trans. Interact. Intell. Syst.32 citations Open access
Semantic Scholar
A novel generic optimization method for irrigation scheduling under multiple objectives and multiple hierarchical layers in a canal network.
Dilini Delgoda, H. Malano, S. Saleem, M. Halgamuge
201729 citations
Semantic Scholar
Pentaho and Jaspersoft: A Comparative Study of Business Intelligence Open Source Tools Processing Big Data to Evaluate Performances
V. M. Parra, Azeem Mohammad, Ali Syed, M. Halgamuge
201629 citations Open access
Semantic Scholar
A meta-analysis of in vitro exposures to weak radiofrequency radiation exposure from mobile phones (1990-2015).
M. Halgamuge, E. Skafidas, D. Davis
2020Environmental Research28 citations
Semantic Scholar
Smart Magnetotactic Bacteria Enable the Inhibition of Neuroblastoma under an Alternating Magnetic Field.
Chang-You Chen, Ping-Ping Wang, Hai-Tao Chen, Xue Wang +3 more
2022ACS Applied Materials and Interfaces24 citations
Semantic Scholar
A Game-Theoretic Approach to Containing Artificial General Intelligence: Insights From Highly Autonomous Aggressive Malware
Timothy R. McIntosh, Teo Sušnjak, Tong Liu, Paul A. Watters +2 more
2024IEEE Transactions on Artificial Intelligence23 citations
Semantic Scholar
Security and Privacy of Internet of Medical Things (IoMT) Based Healthcare Applications: A Review
N. Nanayakkara, M. Halgamuge, Ali Syed
201923 citations
Semantic Scholar
Review: Big Data Techniques of Google, Amazon, Facebook and Twitter
Thulara N. Hewage, M. Halgamuge, Ali Syed, Gullu Ekici
2018Journal of Communications23 citations
Semantic Scholar
Lightweight Blockchain Framework using Enhanced Master-Slave Blockchain Paradigm: Fair Rewarding Mechanism using Reward Accuracy Model
Omeshika A. S. Ekanayake, M. Halgamuge
2021Information Processing & Management22 citations
Semantic Scholar
Fair rewarding mechanism in music industry using smart contracts on public-permissionless blockchain
M. Halgamuge, Dilmi Guruge
2021Multimedia tools and applications20 citations
Semantic Scholar
Optimization framework for Best Approver Selection Method (BASM) and Best Tip Selection Method (BTSM) for IOTA tangle network: Blockchain-enabled next generation Industrial IoT
M. Halgamuge
2021Comput. Networks20 citations
Semantic Scholar
Internet of Things in healthcare: Smart devices, sensors, and systems related to diseases and health conditions
Irosha Jayatilleka, M. Halgamuge
2020Real-Time Data Analytics for Large Scale Sensor Data19 citations
Semantic Scholar
Trust Model to Minimize the Influence of Malicious Attacks in Sharding Based Blockchain Networks
M. Halgamuge, Samurdika C. Hettikankanamge, Azeem Mohammad
2020International Conference on Artificial Intelligence and Knowledge Engineering17 citations
Semantic Scholar
Probability Distribution Model to Analyze the Trade-off between Scalability and Security of Sharding-Based Blockchain Networks
K. Aiyar, M. Halgamuge, Azeem Mohammad
2021Consumer Communications and Networking Conference16 citations
Semantic Scholar
Review: Security and Privacy Issues of Fog Computing for the Internet of Things (IoT)
Binara N. B. Ekanayake, M. Halgamuge, Ali Syed
201816 citations
Semantic Scholar
Using Blockchain for Online Multimedia Management: Characteristics of Existing Platforms
B. Shrestha, M. Halgamuge, H. Treiblmaier
202015 citations
Semantic Scholar
An Analysis on Use of Deep Learning and Lexical-Semantic Based Sentiment Analysis Method on Twitter Data to Understand the Demographic Trend of Telemedicine
Harshvadan Talpada, M. Halgamuge, Vinh Tran Quoc Nguyen
2019International Conference on Knowledge and Systems Engineering15 citations
Semantic Scholar
Internet of Things in Healthcare: A Survey of Telemedicine Systems Used for Elderly People
Monroe Stefan Perera, M. Halgamuge, R. Samarakody, Azeem Mohammad
2021IoT in Healthcare and Ambient Assisted Living12 citations
Semantic Scholar
Cloud Computing Security Issues of Sensitive Data
M. Walia, M. Halgamuge, Nadeesha D. Hettikankanamage, C. Bellamy
2019Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing12 citations
Semantic Scholar
A Review on Security and Privacy Challenges of Big Data
Manbir Singh, M. Halgamuge, Gullu Ekici, C. S. Jayasekara
201812 citations Open access
Semantic Scholar
Improving accuracy of elephant localization using sound probes
Chinthaka M. Dissanayake, R. Kotagiri, M. Halgamuge, B. Moran
201812 citations
Semantic Scholar
Supervised Machine Learning Algorithms for Bioelectromagnetics: Prediction Models and Feature Selection Techniques Using Data from Weak Radiofrequency Radiation Effect on Human and Animals Cells
M. Halgamuge
2020International Journal of Environmental Research and Public Health11 citations Open access
Semantic Scholar
The Analysis of Anticancer Drug Sensitivity of Lung Cancer Cell Lines by using Machine Learning Clustering Techniques
C. S. Wanigasooriya, M. Halgamuge, Azeem Mohammad
201711 citations Open access
Semantic Scholar
Review: An evaluation of major threats in cloud computing associated with big data
Kamalpreet Kaur, Ali Syed, Azeem Mohammad, M. Halgamuge
20172017 IEEE 2nd International Conference on Big Data Analysis (ICBDA)(11 citations
Semantic Scholar
Malicious Data Traceability and Throughput Optimization Using Blockchain (IOTA Smart Contracts) for Next Generation Internet of Vehicles
M. Halgamuge
2024IEEE Transactions on Vehicular Technology10 citations
Semantic Scholar
Lessons learned from the application of machine learning to studies on plant response to radio-frequency.
M. Halgamuge, D. Davis
2019Environmental Research10 citations
Semantic Scholar
Classification Performance Analysis in Medical Science: Using Kidney Disease Data
R. A. Jeewantha, M. Halgamuge, Azeem Mohammad, Gullu Ekici
201710 citations
Semantic Scholar

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