Sikha Bagui

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 37

Top Topics

Machine Learning

Top Venues

ACM Southeast Regional Conference

Big Data Cogn. Comput.

Future Internet

Publications

Sarah Cameron, Tony Pham, Sikha Bagui
A Case Study of Taking AP Computer Science Principles: A Student's Perspective. SIGCSE (2) (2024)
Fariha Moomtaheen, Sikha Bagui, Subhash C. Bagui, Dustin Mink
Extended Isolation Forest for Intrusion Detection in Zeek Data. Inf. 15 (7) (2024)
Sadaf Charkhabi, Peyman Samimi, Sikha Bagui, Dustin Mink, Subhash C. Bagui
Node Classification of Network Threats Leveraging Graph-Based Characterizations Using Memgraph. Comput. 13 (7) (2024)
Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Russell Plenkers, Tom McElroy, Stephan Dulaney, Sajida Shabanali
Introducing UWF-ZeekData22: A Comprehensive Network Traffic Dataset Based on the MITRE ATT&CK Framework. Data 8 (1) (2023)
Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam
Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data. Comput. 12 (10) (2023)
Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam, Daniel Wallace
Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks. Future Internet 15 (4) (2023)
Sikha Bagui, Dustin Mink, Subhash C. Bagui, Michael Plain, Jadarius Hill, Marshall Elam
Using a Graph Engine to Visualize the Reconnaissance Tactic of the MITRE ATT&CK Framework from UWF-ZeekData22. Future Internet 15 (7) (2023)
Tirthankar Ghosh, Sikha Bagui, Subhash C. Bagui, Martin Kadzis, Jackson Bare
Anomaly Detection for Modbus over TCP in Control Systems Using Entropy and Classification-Based Analysis. J. Cybersecur. Priv. 3 (4) (2023)
Renee Carnley, Sikha Bagui
A Public Infrastructure for a Trusted Wireless World. Future Internet 14 (7) (2022)
Sikha Bagui, Hunter Brock
Machine Learning for Android Scareware Detection. J. Inf. Technol. Res. 15 (1) (2022)
Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Tom McElroy, Esteban Paredes, Nithisha Khasnavis, Russell Plenkers
Detecting Reconnaissance and Discovery Tactics from the MITRE ATT&CK Framework in Zeek Conn Logs Using Spark's Machine Learning in the Big Data Framework. Sensors 22 (20) (2022)
Sikha Bagui, Mary Walauskis, Robert DeRush, Huyen Praviset, Shaunda Boucugnani
Spark Configurations to Optimize Decision Tree Classification on UNSW-NB15. Big Data Cogn. Comput. 6 (2) (2022)
Sikha Bagui, Kunqi Li
Resampling imbalanced data for network intrusion detection datasets. J. Big Data 8 (1) (2021)
Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui
Marine Vessel Tracking using a Monocular Camera. DeLTA (2021)
Dustin Mink, Jeffrey Todd McDonald, Sikha Bagui, William Bradley Glisson, Jordan Shropshire, Ryan Benton, Samuel Russ
Near-Real-Time IDS for the U.S. FAA's NextGen ADS-B. Big Data Cogn. Comput. 5 (2) (2021)
Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui
Marine vessel tracking using a monocular camera. CoRR (2021)
Sikha Bagui, Keenal M. Shah, Yizhi Hu, Subhash C. Bagui
Binary Classification of Network-Generated Flow Data Using a Machine Learning Algorithm. Int. J. Inf. Secur. Priv. 15 (1) (2021)
Sikha Bagui, Jason Simonds, Russell Plenkers, Timothy A. Bennett, Subhash C. Bagui
Classifying UNSW-NB15 Network Traffic in the Big Data Framework Using Random Forest in Spark. Int. J. Big Data Intell. Appl. 2 (1) (2021)
Katie Jin, Sikha Bagui
Apache Spark SVM for Predicting Obstructive Sleep Apnea. Big Data Cogn. Comput. 4 (4) (2020)
P. Renee Carnley, Pam Rowland, Dave Bishop, Sikha Bagui, Matt Miller
Trusted Digital Identities for Mobile Devices. DASC/PiCom/CBDCom/CyberSciTech (2020)
Sikha Bagui, Keerthi Devulapalli, Sharon K. John
MapReduce Implementation of a Multinomial and Mixed Naive Bayes Classifier. Int. J. Intell. Inf. Technol. 16 (2) (2020)
Sikha Bagui, Richard P. Stanley
Mining frequent itemsets from streaming transaction data using genetic algorithms. J. Big Data 7 (1) (2020)
Sikha Bagui, Keerthi Devulapalli, John Coffey
A heuristic approach for load balancing the FP-growth algorithm on MapReduce. Array 7 (2020)
Sikha Bagui, Probal Chandra Dhar
Positive and negative association rule mining in Hadoop's MapReduce environment. J. Big Data 6 (2019)
Sikha Bagui, Arup Kumar Mondal, Subhash C. Bagui
Improving the Performance of kNN in the MapReduce Framework Using Locality Sensitive Hashing. Int. J. Distributed Syst. Technol. 10 (4) (2019)
Sikha Bagui, Ezhil Kalaimannan, Subhash C. Bagui, Debarghya Nandi, Anthony Pinto
Using machine learning techniques to identify rare cyber-attacks on the UNSW-NB15 dataset. Secur. Priv. 2 (6) (2019)
Amitabh Mishra, Sikha Bagui, John Compo
Design and Testing of a Real-Time Audio-Quality Feedback System for Weather Broadcasts and a Framework for a Weather Broadcast Transmission Technology Switch. IEEE Access 7 (2019)
Sikha Bagui, Debarghya Nandi, Subhash C. Bagui, Robert Jamie White
Classifying Phishing Email Using Machine Learning and Deep Learning. Cyber Security (2019)
Sikha Bagui, Keerthi Devulapalli
Comparison of Hive's query optimisation techniques. Int. J. Big Data Intell. 5 (4) (2018)
Sikha Bagui, Probal Chandra Dhar
Mining positive and negative association rules in Hadoop's MapReduce environment. ACM Southeast Regional Conference (2018)
Sikha Bagui, Sharon K. John, John P. Baggs, Subhash C. Bagui
A Parallel Implementation of Information Gain Using Hive in Conjunction with MapReduce for Continuous Features. PAKDD (Workshops) (2018)
Sikha Bagui, Debarghya Nandi, Subhash C. Bagui
A hybrid genetic algorithm for network intrusion detection. ACM Southeast Regional Conference (2018)
Sikha Bagui, Sharon K. John, John P. Baggs
A comparative study of mapreduce and hive based on the design of the information gain algorithm for analytical workloads. ACM Southeast Regional Conference (2018)
Sikha Bagui, Arup Kumar Mondal, Subhash C. Bagui
Using locality sensitive hashing to improve the KNN algorithm in the mapreduce framework. ACM Southeast Regional Conference (2018)
Xingang Fang, Sikha Bagui, Subhash C. Bagui
Improving virtual screening predictive accuracy of Human kallikrein 5 inhibitors using machine learning models. Comput. Biol. Chem. 69 (2017)
Evorell Fridge, Sikha Bagui
Impact of Automated Software Testing Tools on Reflective Thinking and Student Performance in Introductory Computer Science Programming Classes. Int. J. Inf. Commun. Technol. Educ. 12 (1) (2016)
Sikha Bagui, Loi Tang Nguyen
Database Sharding: To Provide Fault Tolerance and Scalability of Big Data on the Cloud. Int. J. Cloud Appl. Comput. 5 (2) (2015)
Alfred Zimmermann, Bilal Gonen, Rainer Schmidt, Eman El-Sheikh, Sikha Bagui, Norman Wilde
Adaptable Enterprise Architectures for Software Evolution of SmartLife Ecosystems. EDOC Workshops (2014)
Bilal Gonen, Xingang Fang, Eman El-Sheikh, Sikha Bagui, Norman Wilde, Alfred Zimmermann, Ilia Petrov
Maintaining SOA Systems of the Future - How Can Ontological Modeling Help?. KEOD (2014)
Sikha Bagui, Richard Sweetman
Modeling Service Data Objects (SDOs) to the Entity-Relationship (ER) Model. Int. J. Inf. Technol. Web Eng. 7 (3) (2012)
Sikha Bagui, Mohammad Islam, Subhash C. Bagui
An Architecture for Query Optimization Using Association Rule Mining. Int. J. Knowl. Based Organ. 1 (4) (2011)
Sikha Bagui, Jiri Just, Subhash C. Bagui, Rohan Hemasinha
Using a cosine-type measure to derive strong association mining rules. Int. J. Knowl. Eng. Data Min. 1 (1) (2010)
Sikha Bagui, Mohammad Islam
Query optimization in large databases using association rule mining. ACM Southeast Regional Conference (2010)
Sikha Bagui, Adam Loggins
Generating Join Queries for Large Databases and Web Services. Int. J. Inf. Technol. Web Eng. 4 (2) (2009)
Lakshmi Prayaga, Laura J. White, Sikha Bagui
Innovative Strategies to Build IT Workforce. CSEE&T (2009)
Sikha Bagui
Mapping OWL to the Entity Relationship and Extended Entity Relationship models. Int. J. Knowl. Web Intell. 1 (1/2) (2009)
Sikha Bagui, Jiri Just, Subhash C. Bagui
Deriving strong association mining rules using a dependency criterion, the lift measure. Int. J. Data Anal. Tech. Strateg. 1 (3) (2009)
Sikha Bagui
Mapping XML Schema to Entity Relationship and Extended Entity Relationship Models. Int. J. Intell. Inf. Database Syst. 1 (3/4) (2007)
Sikha Bagui
Developing a Conceptual Model for XML Schema. SWWS (2007)
Sikha Bagui
A formal definition for translating XML documents to the entity relationship model. Int. J. Metadata Semant. Ontologies 2 (1) (2007)
Sikha Bagui, Dustin Mink, Patrick Cash
Data mining techniques to study voting patterns in the US. Data Sci. J. 6 (2007)
Sikha Bagui, Damien Walker
A Java Based Parser Software for Converting XML Documents to the ER Model and Relational Databases. SWWS (2006)
Sikha Bagui
An Approach to Mining Crime Patterns. Int. J. Data Warehous. Min. 2 (1) (2006)
Sikha Bagui
Rules for migrating from ER and EER diagrams to Object-Relationship (OR) diagrams. ACM Southeast Regional Conference (1) (2005)
Sikha Bagui
Achievements and Weaknesses of Object-Oriented Databases. J. Object Technol. 2 (4) (2003)
Subhash C. Bagui, Sikha Bagui, Kuhu Pal, Nikhil R. Pal
Breast cancer detection using rank nearest neighbor classification rules. Pattern Recognit. 36 (1) (2003)