Sikha Bagui - RankMe

64 papers C 1Journal 45Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Detecting Cyber Threats in UWF-ZeekDataFall22 Using K-Means Clustering in the Big Data Environment. Future Internet Sikha Bagui, Germano Correa Silva De Carvalho, Asmi Mishra, Dustin Mink, Subhash C. Bagui, Stephanie Eager
2025	J	`jnl`	Introducing UWF-ZeekData24: An Enterprise MITRE ATT&CK Labeled Network Attack Traffic Dataset for Machine Learning/AI. Data Marshall Elam, Dustin Mink, Sikha Bagui, Russell Plenkers, Subhash C. Bagui
2025	J	`jnl`	Model Retraining upon Concept Drift Detection in Network Traffic Big Data. Future Internet Sikha Bagui, Mohammad Pale Khan, Chedlyne Valmyr, Subhash C. Bagui, Dustin Mink
2025	J	`jnl`	Selecting Feature Subsets in Continuous Flow Network Attack Traffic Big Data Using Incremental Frequent Pattern Mining. Algorithms Sikha Bagui, Andrew Benyacko, Dustin Mink, Subhash C. Bagui, Arijit Bagchi
2024	—	`conf`	A Case Study of Taking AP Computer Science Principles: A Student's Perspective. SIGCSE (2) Sarah Cameron, Tony Pham, Sikha Bagui
2024	J	`jnl`	Extended Isolation Forest for Intrusion Detection in Zeek Data. Inf. Fariha Moomtaheen, Sikha Bagui, Subhash C. Bagui, Dustin Mink
2024	J	`jnl`	Node Classification of Network Threats Leveraging Graph-Based Characterizations Using Memgraph. Comput. Sadaf Charkhabi, Peyman Samimi, Sikha Bagui, Dustin Mink, Subhash C. Bagui
2023	J	`jnl`	Anomaly Detection for Modbus over TCP in Control Systems Using Entropy and Classification-Based Analysis. J. Cybersecur. Priv. Tirthankar Ghosh, Sikha Bagui, Subhash C. Bagui, Martin Kadzis, Jackson Bare
2023	J	`jnl`	Determining Resampling Ratios Using BSMOTE and SVM-SMOTE for Identifying Rare Attacks in Imbalanced Cybersecurity Data. Comput. Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam
2023	J	`jnl`	Introducing UWF-ZeekData22: A Comprehensive Network Traffic Dataset Based on the MITRE ATT&CK Framework. Data Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Russell Plenkers, Tom McElroy, Stephan Dulaney, Sajida Shabanali
2023	J	`jnl`	Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks. Future Internet Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam, Daniel Wallace
2023	J	`jnl`	Using a Graph Engine to Visualize the Reconnaissance Tactic of the MITRE ATT&CK Framework from UWF-ZeekData22. Future Internet Sikha Bagui, Dustin Mink, Subhash C. Bagui, Michael Plain, Jadarius Hill, Marshall Elam
2022	J	`jnl`	A Public Infrastructure for a Trusted Wireless World. Future Internet Renee Carnley, Sikha Bagui
2022	J	`jnl`	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 Sikha Bagui, Dustin Mink, Subhash C. Bagui, Tirthankar Ghosh, Tom McElroy, Esteban Paredes, Nithisha Khasnavis, Russell Plenkers
2022	J	`jnl`	Machine Learning for Android Scareware Detection. J. Inf. Technol. Res. Sikha Bagui, Hunter Brock
2022	J	`jnl`	Spark Configurations to Optimize Decision Tree Classification on UNSW-NB15. Big Data Cogn. Comput. Sikha Bagui, Mary Walauskis, Robert DeRush, Huyen Praviset, Shaunda Boucugnani
2021	J	`jnl`	Binary Classification of Network-Generated Flow Data Using a Machine Learning Algorithm. Int. J. Inf. Secur. Priv. Sikha Bagui, Keenal M. Shah, Yizhi Hu, Subhash C. Bagui
2021	J	`jnl`	Classifying UNSW-NB15 Network Traffic in the Big Data Framework Using Random Forest in Spark. Int. J. Big Data Intell. Appl. Sikha Bagui, Jason Simonds, Russell Plenkers, Timothy A. Bennett, Subhash C. Bagui
2021	—	`conf`	Marine Vessel Tracking using a Monocular Camera. DeLTA Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui
2021	J	`jnl`	Marine vessel tracking using a monocular camera. CoRR Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui
2021	J	`jnl`	Near-Real-Time IDS for the U.S. FAA's NextGen ADS-B. Big Data Cogn. Comput. Dustin Mink, Jeffrey Todd McDonald, Sikha Bagui, William Bradley Glisson, Jordan Shropshire, Ryan Benton, Samuel H. Russ
2021	J	`jnl`	Resampling imbalanced data for network intrusion detection datasets. J. Big Data Sikha Bagui, Kunqi Li
2020	J	`jnl`	A heuristic approach for load balancing the FP-growth algorithm on MapReduce. Array Sikha Bagui, Keerthi Devulapalli, John Coffey
2020	J	`jnl`	Apache Spark SVM for Predicting Obstructive Sleep Apnea. Big Data Cogn. Comput. Katie Jin, Sikha Bagui
2020	J	`jnl`	MapReduce Implementation of a Multinomial and Mixed Naive Bayes Classifier. Int. J. Intell. Inf. Technol. Sikha Bagui, Keerthi Devulapalli, Sharon K. John
2020	J	`jnl`	Mining frequent itemsets from streaming transaction data using genetic algorithms. J. Big Data Sikha Bagui, Richard P. Stanley
2020	—	`conf`	Trusted Digital Identities for Mobile Devices. DASC/PiCom/CBDCom/CyberSciTech P. Renee Carnley, Pam Rowland, Dave Bishop, Sikha Bagui, Matt Miller
2019	—	`conf`	Classifying Phishing Email Using Machine Learning and Deep Learning. Cyber Security Sikha Bagui, Debarghya Nandi, Subhash C. Bagui, Robert Jamie White
2019	J	`jnl`	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 Amitabh Mishra, Sikha Bagui, John Compo
2019	J	`jnl`	Improving the Performance of kNN in the MapReduce Framework Using Locality Sensitive Hashing. Int. J. Distributed Syst. Technol. Sikha Bagui, Arup Kumar Mondal, Subhash C. Bagui
2019	J	`jnl`	Positive and negative association rule mining in Hadoop's MapReduce environment. J. Big Data Sikha Bagui, Probal Chandra Dhar
2019	J	`jnl`	Using machine learning techniques to identify rare cyber-attacks on the UNSW-NB15 dataset. Secur. Priv. Sikha Bagui, Ezhil Kalaimannan, Subhash C. Bagui, Debarghya Nandi, Anthony Pinto
2018	—	`conf`	A Parallel Implementation of Information Gain Using Hive in Conjunction with MapReduce for Continuous Features. PAKDD (Workshops) Sikha Bagui, Sharon K. John, John P. Baggs, Subhash C. Bagui
2018	—	`conf`	A comparative study of mapreduce and hive based on the design of the information gain algorithm for analytical workloads. ACM Southeast Regional Conference Sikha Bagui, Sharon K. John, John P. Baggs
2018	—	`conf`	A hybrid genetic algorithm for network intrusion detection. ACM Southeast Regional Conference Sikha Bagui, Debarghya Nandi, Subhash C. Bagui
2018	J	`jnl`	Comparison of Hive's query optimisation techniques. Int. J. Big Data Intell. Sikha Bagui, Keerthi Devulapalli
2018	—	`conf`	Mining positive and negative association rules in Hadoop's MapReduce environment. ACM Southeast Regional Conference Sikha Bagui, Probal Chandra Dhar
2018	—	`conf`	Using locality sensitive hashing to improve the KNN algorithm in the mapreduce framework. ACM Southeast Regional Conference Sikha Bagui, Arup Kumar Mondal, Subhash C. Bagui
2017	J	`jnl`	Improving virtual screening predictive accuracy of Human kallikrein 5 inhibitors using machine learning models. Comput. Biol. Chem. Xingang Fang, Sikha Bagui, Subhash C. Bagui
2016	J	`jnl`	Impact of Automated Software Testing Tools on Reflective Thinking and Student Performance in Introductory Computer Science Programming Classes. Int. J. Inf. Commun. Technol. Educ. Evorell Fridge, Sikha Bagui
2015	J	`jnl`	Database Sharding: To Provide Fault Tolerance and Scalability of Big Data on the Cloud. Int. J. Cloud Appl. Comput. Sikha Bagui, Loi Tang Nguyen
2014	—	`conf`	Adaptable Enterprise Architectures for Software Evolution of SmartLife Ecosystems. EDOC Workshops Alfred Zimmermann, Bilal Gonen, Rainer Schmidt, Eman El-Sheikh, Sikha Bagui, Norman Wilde
2014	C	`conf`	Maintaining SOA Systems of the Future - How Can Ontological Modeling Help?. KEOD Bilal Gonen, Xingang Fang, Eman El-Sheikh, Sikha Bagui, Norman Wilde, Alfred Zimmermann, Ilia Petrov
2012	J	`jnl`	Modeling Service Data Objects (SDOs) to the Entity-Relationship (ER) Model. Int. J. Inf. Technol. Web Eng. Sikha Bagui, Richard Sweetman
2011	J	`jnl`	An Architecture for Query Optimization Using Association Rule Mining. Int. J. Knowl. Based Organ. Sikha Bagui, Mohammad Islam, Subhash C. Bagui
2010	—	`conf`	Query optimization in large databases using association rule mining. ACM Southeast Regional Conference Sikha Bagui, Mohammad Islam
2010	J	`jnl`	Using a cosine-type measure to derive strong association mining rules. Int. J. Knowl. Eng. Data Min. Sikha Bagui, Jiri Just, Subhash C. Bagui, Rohan Hemasinha
2009	—	`ch.`	An Approach to Mining Crime Patterns. Selected Readings on Database Technologies and Applications Sikha Bagui
2009	J	`jnl`	Database education in the new millenium. J. Comput. Sci. Coll. Sikha Bagui, Leo Ter Haar
2009	J	`jnl`	Deriving strong association mining rules using a dependency criterion, the lift measure. Int. J. Data Anal. Tech. Strateg. Sikha Bagui, Jiri Just, Subhash C. Bagui
2009	J	`jnl`	Generating Join Queries for Large Databases and Web Services. Int. J. Inf. Technol. Web Eng. Sikha Bagui, Adam Loggins
2009	—	`conf`	Innovative Strategies to Build IT Workforce. CSEE&T Lakshmi Prayaga, Laura J. White, Sikha Bagui
2009	J	`jnl`	Mapping OWL to the Entity Relationship and Extended Entity Relationship models. Int. J. Knowl. Web Intell. Sikha Bagui
2007	J	`jnl`	A formal definition for translating XML documents to the entity relationship model. Int. J. Metadata Semant. Ontologies Sikha Bagui
2007	J	`jnl`	Data mining techniques to study voting patterns in the US. Data Sci. J. Sikha Bagui, Dustin Mink, Patrick Cash
2007	—	`conf`	Developing a Conceptual Model for XML Schema. SWWS Sikha Bagui
2007	J	`jnl`	Mapping XML Schema to Entity Relationship and Extended Entity Relationship Models. Int. J. Intell. Inf. Database Syst. Sikha Bagui
2006	—	`conf`	A Java Based Parser Software for Converting XML Documents to the ER Model and Relational Databases. SWWS Sikha Bagui, Damien Walker
2006	J	`jnl`	An Approach to Mining Crime Patterns. Int. J. Data Warehous. Min. Sikha Bagui
2006	—	`book`	Learning SQL on SQL server 2005 - the simplest way to learn to query SQL server. Sikha Bagui, Richard Walsh Earp
2005	—	`ch.`	Extended Entity Relationship Modeling. Encyclopedia of Database Technologies and Applications Sikha Bagui
2005	—	`conf`	Rules for migrating from ER and EER diagrams to Object-Relationship (OR) diagrams. ACM Southeast Regional Conference (1) Sikha Bagui
2003	J	`jnl`	Achievements and Weaknesses of Object-Oriented Databases. J. Object Technol. Sikha Bagui
2003	J	`jnl`	Breast cancer detection using rank nearest neighbor classification rules. Pattern Recognit. Subhash C. Bagui, Sikha Bagui, Kuhu Pal, Nikhil R. Pal