Sitalakshmi Venkatraman

Author

Also Known As

DVLN Somayajulu, Dr. Sitalakshmi Venkatraman, S Venkatraman, S. Venkatraman, SITALAKSHMI VENKATRAMAN, Shravan Venkatraman, Sitalakshmi Venkatraman, Venkatraman S, Venkatraman, Shravan, Venkatraman, Sitalakshmi

170

Publications

5.1K

Citations

H-Index

250

Concepts

All Affiliations

Melbourne Polytechnic Federation University Charles Darwin University Deakin University National University of Singapore

About

Sitalakshmi Venkatraman is an author at Melbourne Polytechnic specializing in engineering, data science, and management.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	32	3.6K
2	Business	13	13	393
3	Management	13	14	660
4	Education	10	10	610
5	Health Sciences	1	1	45

Sitalakshmi Venkatraman

Publications

4.6K

Citations

H-Index

Page 1

	Year	Citations
Deep Learning Approach for Intelligent Intrusion Detection System R. Vinayakumar, Mamoun Alazab, K. P. Soman, IEEE Access Anomaly DetectionMachine LearningEngineeringInformation SecurityInformation Forensics	2019	1.7K
Robust Intelligent Malware Detection Using Deep Learning R. Vinayakumar, Mamoun Alazab, K. P. Soman, IEEE Access EngineeringMachine LearningEvasion TechniqueInformation ForensicsSoftware Analysis	2019	538
A framework for implementing TQM in higher education programs Sitalakshmi Venkatraman Quality Assurance in Education Total Quality ManagementTqm FrameworkEngineeringEducationQuality Management Systems	2007	290
A hybrid deep learning image-based analysis for effective malware detection Sitalakshmi Venkatraman, Mamoun Alazab, R. Vinayakumar Journal of Information Security and Applications Image AnalysisEngineeringEvasion TechniqueComputer ScienceEffective Malware Detection	2019	234
Zero-day malware detection based on supervised learning algorithms of API call signatures Mamoun Alazab, Sitalakshmi Venkatraman, Paul Watters, FedUni ResearchOnline (Federation University Australia)	2011	187
Use of Data Visualisation for Zero-Day Malware Detection Sitalakshmi Venkatraman, Mamoun Alazab Security and Communication Networks Malware ClassificationEngineeringInformation SecurityData VisualisationData Visualization	2018	130
MTHAEL: Cross-Architecture IoT Malware Detection Based on Neural Network Advanced Ensemble Learning Danish Vasan, Mamoun Alazab, Sitalakshmi Venkatraman, IEEE Transactions on Computers Hardware SecurityAdvanced Ensemble LearningRecurrent Neural NetworkEngineeringMachine Learning	2020	101
Application of machine learning in higher education to assess student academic performance, at-risk, and attrition: A meta-analysis of literature Kiran Fahd, Sitalakshmi Venkatraman, Shah Jahan Miah, Education and Information Technologies Student RetentionMachine LearningStudent SuccessEducationLearning Analytics	2021	86
Effects of dimethoate (O,O-dimethyl S-methyl carbamoyl methyl phosphorodithioate) and Ethanol in antioxidant status of liver and kidney of experimental mice V. Sivapiriya, Jayanthisakthisekaran, Sitalakshmi Venkatraman Pesticide Biochemistry and Physiology Experimental MiceBiochemistryMedicineLiver PhysiologyLipid Peroxidation	2006	76
Challenges and Success Factors of ERP Systems in Australian SMEs Sitalakshmi Venkatraman, Kiran Fahd Systems Customer SatisfactionEnterprise Business TransformationBusiness IntelligenceSoftware EngineeringBusiness Analytics	2016	76

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