Sikha Bagui

According to our database, Sikha Bagui authored at least 58 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Extended Isolation Forest for Intrusion Detection in Zeek Data.

Fariha Moomtaheen, Sikha Bagui, Subhash C. Bagui, Dustin Mink

Inf., July, 2024

Node Classification of Network Threats Leveraging Graph-Based Characterizations Using Memgraph.

Sadaf Charkhabi, Peyman Samimi, Sikha Bagui, Dustin Mink, Subhash C. Bagui

Comput., July, 2024

A Case Study of Taking AP Computer Science Principles: A Student's Perspective.

Sarah Cameron, Tony Pham, Sikha Bagui

Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

2023

Anomaly Detection for Modbus over TCP in Control Systems Using Entropy and Classification-Based Analysis.

Tirthankar Ghosh, Sikha Bagui, Subhash C. Bagui, Martin Kadzis, Jackson Bare

J. Cybersecur. Priv., December, 2023

Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam

Comput., September, 2023

Using a Graph Engine to Visualize the Reconnaissance Tactic of the MITRE ATT&CK Framework from UWF-ZeekData22.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Michael Plain, Jadarius Hill, Marshall Elam

Future Internet, July, 2023

Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam, Daniel Wallace

Future Internet, April, 2023

Introducing UWF-ZeekData22: A Comprehensive Network Traffic Dataset Based on the MITRE ATT&CK Framework.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Russell Plenkers, Tom McElroy, Stephan Dulaney, Sajida Shabanali

Data, January, 2023

2022

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.

Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Tom McElroy, Esteban Paredes, Nithisha Khasnavis, Russell Plenkers

Sensors, 2022

Machine Learning for Android Scareware Detection.

Sikha Bagui, Hunter Brock

J. Inf. Technol. Res., 2022

A Public Infrastructure for a Trusted Wireless World.

Renee Carnley, Sikha Bagui

Future Internet, 2022

Spark Configurations to Optimize Decision Tree Classification on UNSW-NB15.

Sikha Bagui, Mary Walauskis, Robert DeRush, Huyen Praviset, Shaunda Boucugnani

Big Data Cogn. Comput., 2022

2021

Resampling imbalanced data for network intrusion detection datasets.

Sikha Bagui, Kunqi Li

J. Big Data, 2021

Binary Classification of Network-Generated Flow Data Using a Machine Learning Algorithm.

Sikha Bagui, Keenal M. Shah, Yizhi Hu, Subhash C. Bagui

Int. J. Inf. Secur. Priv., 2021

Classifying UNSW-NB15 Network Traffic in the Big Data Framework Using Random Forest in Spark.

Sikha Bagui, Jason Simonds, Russell Plenkers, Timothy A. Bennett, Subhash C. Bagui

Int. J. Big Data Intell. Appl., 2021

Near-Real-Time IDS for the U.S. FAA's NextGen ADS-B.

Dustin Mink, Jeffrey Todd McDonald, Sikha Bagui, William Bradley Glisson, Jordan Shropshire, Ryan Benton, Samuel H. Russ

Big Data Cogn. Comput., 2021

Marine Vessel Tracking using a Monocular Camera.

Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui

Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021

2020

Mining frequent itemsets from streaming transaction data using genetic algorithms.

Sikha Bagui, Richard P. Stanley

J. Big Data, 2020

MapReduce Implementation of a Multinomial and Mixed Naive Bayes Classifier.

Sikha Bagui, Keerthi Devulapalli, Sharon K. John

Int. J. Intell. Inf. Technol., 2020

Apache Spark SVM for Predicting Obstructive Sleep Apnea.

Katie Jin, Sikha Bagui

Big Data Cogn. Comput., 2020

A heuristic approach for load balancing the FP-growth algorithm on MapReduce.

Sikha Bagui, Keerthi Devulapalli, John Coffey

Array, 2020

Trusted Digital Identities for Mobile Devices.

P. Renee Carnley, Pam Rowland, Dave Bishop, Sikha Bagui, Matt Miller

Proceedings of the IEEE Intl Conf on Dependable, 2020

2019

Using machine learning techniques to identify rare cyber-attacks on the UNSW-NB15 dataset.

Sikha Bagui, Ezhil Kalaimannan, Subhash C. Bagui, Debarghya Nandi, Anthony Pinto

Secur. Priv., 2019

Positive and negative association rule mining in Hadoop's MapReduce environment.

Sikha Bagui, Probal Chandra Dhar

J. Big Data, 2019

Improving the Performance of kNN in the MapReduce Framework Using Locality Sensitive Hashing.

Sikha Bagui, Arup Kumar Mondal, Subhash C. Bagui

Int. J. Distributed Syst. Technol., 2019

Design and Testing of a Real-Time Audio-Quality Feedback System for Weather Broadcasts and a Framework for a Weather Broadcast Transmission Technology Switch.

Amitabh Mishra, Sikha Bagui, John Compo

IEEE Access, 2019

Classifying Phishing Email Using Machine Learning and Deep Learning.

Sikha Bagui, Debarghya Nandi, Subhash C. Bagui, Robert Jamie White

Proceedings of the 2019 International Conference on Cyber Security and Protection of Digital Services, 2019

2018

Comparison of Hive's query optimisation techniques.

Sikha Bagui, Keerthi Devulapalli

Int. J. Big Data Intell., 2018

A Parallel Implementation of Information Gain Using Hive in Conjunction with MapReduce for Continuous Features.

Sikha Bagui, Sharon K. John, John P. Baggs, Subhash C. Bagui

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

A hybrid genetic algorithm for network intrusion detection.

Sikha Bagui, Debarghya Nandi, Subhash C. Bagui

Proceedings of the ACMSE 2018 Conference, Richmond, KY, USA, March 29-31, 2018, 2018

Using locality sensitive hashing to improve the KNN algorithm in the mapreduce framework.

Sikha Bagui, Arup Kumar Mondal, Subhash C. Bagui

Proceedings of the ACMSE 2018 Conference, Richmond, KY, USA, March 29-31, 2018, 2018

A comparative study of mapreduce and hive based on the design of the information gain algorithm for analytical workloads.

Sikha Bagui, Sharon K. John, John P. Baggs

Proceedings of the ACMSE 2018 Conference, Richmond, KY, USA, March 29-31, 2018, 2018

Mining positive and negative association rules in Hadoop's MapReduce environment.

Sikha Bagui, Probal Chandra Dhar

Proceedings of the ACMSE 2018 Conference, Richmond, KY, USA, March 29-31, 2018, 2018

2017

Improving virtual screening predictive accuracy of Human kallikrein 5 inhibitors using machine learning models.

Xingang Fang, Sikha Bagui, Subhash C. Bagui

Comput. Biol. Chem., 2017

2016

Impact of Automated Software Testing Tools on Reflective Thinking and Student Performance in Introductory Computer Science Programming Classes.

Evorell Fridge, Sikha Bagui

Int. J. Inf. Commun. Technol. Educ., 2016

2015

Database Sharding: To Provide Fault Tolerance and Scalability of Big Data on the Cloud.

Sikha Bagui, Loi Tang Nguyen

Int. J. Cloud Appl. Comput., 2015

2014

Maintaining SOA Systems of the Future - How Can Ontological Modeling Help?.

Bilal Gonen, Xingang Fang, Eman El-Sheikh, Sikha Bagui, Norman Wilde, Alfred Zimmermann, Ilia Petrov

Proceedings of the KEOD 2014, 2014

Adaptable Enterprise Architectures for Software Evolution of SmartLife Ecosystems.

Alfred Zimmermann, Bilal Gonen, Rainer Schmidt, Eman El-Sheikh, Sikha Bagui, Norman Wilde

Proceedings of the 18th IEEE International Enterprise Distributed Object Computing Conference Workshops and Demonstrations, 2014

2012

Modeling Service Data Objects (SDOs) to the Entity-Relationship (ER) Model.

Sikha Bagui, Richard Sweetman

Int. J. Inf. Technol. Web Eng., 2012

2011

An Architecture for Query Optimization Using Association Rule Mining.

Sikha Bagui, Mohammad Islam, Subhash C. Bagui

Int. J. Knowl. Based Organ., 2011

2010

Using a cosine-type measure to derive strong association mining rules.

Sikha Bagui, Jiri Just, Subhash C. Bagui, Rohan Hemasinha

Int. J. Knowl. Eng. Data Min., 2010

Query optimization in large databases using association rule mining.

Sikha Bagui, Mohammad Islam

Proceedings of the 48th Annual Southeast Regional Conference, 2010

2009

Mapping OWL to the Entity Relationship and Extended Entity Relationship models.

Sikha Bagui

Int. J. Knowl. Web Intell., 2009

Generating Join Queries for Large Databases and Web Services.

Sikha Bagui, Adam Loggins

Int. J. Inf. Technol. Web Eng., 2009

Deriving strong association mining rules using a dependency criterion, the lift measure.

Sikha Bagui, Jiri Just, Subhash C. Bagui

Int. J. Data Anal. Tech. Strateg., 2009

Innovative Strategies to Build IT Workforce.

Lakshmi Prayaga, Laura J. White, Sikha Bagui

Proceedings of the Proceedings 22nd Conference on Software Engineering Education and Training, 2009

An Approach to Mining Crime Patterns.

Sikha Bagui

Proceedings of the Selected Readings on Database Technologies and Applications., 2009

2007

A formal definition for translating XML documents to the entity relationship model.

Sikha Bagui

Int. J. Metadata Semant. Ontologies, 2007

Mapping XML Schema to Entity Relationship and Extended Entity Relationship Models.

Sikha Bagui

Int. J. Intell. Inf. Database Syst., 2007

Data mining techniques to study voting patterns in the US.

Sikha Bagui, Dustin Mink, Patrick Cash

Data Sci. J., 2007

Developing a Conceptual Model for XML Schema.

Sikha Bagui

Proceedings of the 2007 International Conference on Semantic Web & Web Services, 2007

2006

An Approach to Mining Crime Patterns.

Sikha Bagui

Int. J. Data Warehous. Min., 2006

A Java Based Parser Software for Converting XML Documents to the ER Model and Relational Databases.

Sikha Bagui, Damien Walker

Proceedings of the 2006 International Conference on Semantic Web & Web Services, 2006

Learning SQL on SQL server 2005 - the simplest way to learn to query SQL server.

Sikha Bagui, Richard Walsh Earp

O'Reilly, ISBN: 978-0-596-10215-9, 2006

2005

Rules for migrating from ER and EER diagrams to Object-Relationship (OR) diagrams.

Sikha Bagui

Proceedings of the 43nd Annual Southeast Regional Conference, 2005

Extended Entity Relationship Modeling.

Sikha Bagui

Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

2003

Breast cancer detection using rank nearest neighbor classification rules.

Subhash C. Bagui, Sikha Bagui, Kuhu Pal, Nikhil R. Pal

Pattern Recognit., 2003

Achievements and Weaknesses of Object-Oriented Databases.

Sikha Bagui

J. Object Technol., 2003