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Books and Theses
- 2006
[b1]Sikha Bagui, Richard Walsh Earp:
Learning SQL on SQL server 2005 - the simplest way to learn to query SQL server. O'Reilly 2006, ISBN 978-0-596-10215-9, pp. I-XVI, 1-324
Journal Articles
- 2024
- [j39]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): 171 (2024) - [j38]Fariha Moomtaheen, Sikha Bagui, Subhash C. Bagui, Dustin Mink:
Extended Isolation Forest for Intrusion Detection in Zeek Data. Inf. 15(7): 404 (2024) - 2023
- [j37]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): 204 (2023) - [j36]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): 18 (2023) - [j35]Sikha Bagui, Dustin Mink, Subhash C. Bagui, Sakthivel Subramaniam, Daniel Wallace:
Resampling Imbalanced Network Intrusion Datasets to Identify Rare Attacks. Future Internet 15(4): 130 (2023) - [j34]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): 236 (2023) - [j33]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): 895-913 (2023) - 2022
- [j32]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): 38 (2022) - [j31]Renee Carnley, Sikha Bagui:
A Public Infrastructure for a Trusted Wireless World. Future Internet 14(7): 200 (2022) - [j30]Sikha Bagui, Hunter Brock:
Machine Learning for Android Scareware Detection. J. Inf. Technol. Res. 15(1): 1-15 (2022) - [j29]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): 7999 (2022) - 2021
- [j28]Dustin Mink, Jeffrey Todd McDonald, Sikha Bagui, William Bradley Glisson, Jordan Shropshire, Ryan Benton, Samuel H. Russ:
Near-Real-Time IDS for the U.S. FAA's NextGen ADS-B. Big Data Cogn. Comput. 5(2): 27 (2021) - [j27]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): 39-61 (2021) - [j26]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): 26-43 (2021) - [j25]Sikha Bagui, Kunqi Li:
Resampling imbalanced data for network intrusion detection datasets. J. Big Data 8(1): 6 (2021) - 2020
- [j24]Sikha Bagui, Keerthi Devulapalli, John Coffey:
A heuristic approach for load balancing the FP-growth algorithm on MapReduce. Array 7: 100035 (2020) - [j23]Katie Jin, Sikha Bagui:
Apache Spark SVM for Predicting Obstructive Sleep Apnea. Big Data Cogn. Comput. 4(4): 25 (2020) - [j22]Sikha Bagui, Keerthi Devulapalli, Sharon K. John:
MapReduce Implementation of a Multinomial and Mixed Naive Bayes Classifier. Int. J. Intell. Inf. Technol. 16(2): 1-23 (2020) - [j21]Sikha Bagui, Richard P. Stanley:
Mining frequent itemsets from streaming transaction data using genetic algorithms. J. Big Data 7(1): 54 (2020) - 2019
- [j20]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: 158782-158797 (2019) - [j19]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): 1-16 (2019) - [j18]Sikha Bagui, Probal Chandra Dhar:
Positive and negative association rule mining in Hadoop's MapReduce environment. J. Big Data 6: 75 (2019) - [j17]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) - 2018
- [j16]Sikha Bagui, Keerthi Devulapalli:
Comparison of Hive's query optimisation techniques. Int. J. Big Data Intell. 5(4): 243-257 (2018) - 2017
- [j15]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: 110-119 (2017) - 2016
- [j14]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): 22-37 (2016) - 2015
- [j13]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): 36-52 (2015) - 2012
- [j12]Sikha Bagui, Richard Sweetman:
Modeling Service Data Objects (SDOs) to the Entity-Relationship (ER) Model. Int. J. Inf. Technol. Web Eng. 7(3): 14-36 (2012) - 2011
- [j11]Sikha Bagui, Mohammad Islam, Subhash C. Bagui:
An Architecture for Query Optimization Using Association Rule Mining. Int. J. Knowl. Based Organ. 1(4): 32-55 (2011) - 2010
- [j10]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): 69-83 (2010) - 2009
- [j9]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): 297-312 (2009) - [j8]Sikha Bagui, Adam Loggins:
Generating Join Queries for Large Databases and Web Services. Int. J. Inf. Technol. Web Eng. 4(2): 45-60 (2009) - [j7]Sikha Bagui:
Mapping OWL to the Entity Relationship and Extended Entity Relationship models. Int. J. Knowl. Web Intell. 1(1/2): 125-149 (2009) - 2007
- [j6]Sikha Bagui, Dustin Mink, Patrick Cash:
Data mining techniques to study voting patterns in the US. Data Sci. J. 6: 46-63 (2007) - [j5]Sikha Bagui:
Mapping XML Schema to Entity Relationship and Extended Entity Relationship Models. Int. J. Intell. Inf. Database Syst. 1(3/4): 325-345 (2007) - [j4]Sikha Bagui:
A formal definition for translating XML documents to the entity relationship model. Int. J. Metadata Semant. Ontologies 2(1): 54-66 (2007) - 2006
- [j3]Sikha Bagui:
An Approach to Mining Crime Patterns. Int. J. Data Warehous. Min. 2(1): 50-80 (2006) - 2003
- [j2]Sikha Bagui:
Achievements and Weaknesses of Object-Oriented Databases. J. Object Technol. 2(4): 29-41 (2003) - [j1]Subhash C. Bagui, Sikha Bagui, Kuhu Pal, Nikhil R. Pal:
Breast cancer detection using rank nearest neighbor classification rules. Pattern Recognit. 36(1): 25-34 (2003)
Conference and Workshop Papers
- 2024
- [c16]Sarah Cameron, Tony Pham, Sikha Bagui:
A Case Study of Taking AP Computer Science Principles: A Student's Perspective. SIGCSE (2) 2024: 1588-1589 - 2021
- [c15]Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui:
Marine Vessel Tracking using a Monocular Camera. DeLTA 2021: 17-28 - 2020
- [c14]P. Renee Carnley, Pam Rowland, Dave Bishop, Sikha Bagui, Matt Miller:
Trusted Digital Identities for Mobile Devices. DASC/PiCom/CBDCom/CyberSciTech 2020: 483-490 - 2019
- [c13]Sikha Bagui, Debarghya Nandi, Subhash C. Bagui, Robert Jamie White:
Classifying Phishing Email Using Machine Learning and Deep Learning. Cyber Security 2019: 1-2 - 2018
- [c12]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: 32:1 - [c11]Sikha Bagui, Probal Chandra Dhar:
Mining positive and negative association rules in Hadoop's MapReduce environment. ACM Southeast Regional Conference 2018: 33:1 - [c10]Sikha Bagui, Debarghya Nandi, Subhash C. Bagui:
A hybrid genetic algorithm for network intrusion detection. ACM Southeast Regional Conference 2018: 34:1 - [c9]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: 37:1 - [c8]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: 283-294 - 2014
- [c7]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: 316-323 - [c6]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: 376-381 - 2010
- [c5]Sikha Bagui, Mohammad Islam:
Query optimization in large databases using association rule mining. ACM Southeast Regional Conference 2010: 85 - 2009
- [c4]Lakshmi Prayaga, Laura J. White, Sikha Bagui:
Innovative Strategies to Build IT Workforce. CSEE&T 2009: 202-209 - 2007
- [c3]Sikha Bagui:
Developing a Conceptual Model for XML Schema. SWWS 2007: 69-74 - 2006
- [c2]Sikha Bagui, Damien Walker:
A Java Based Parser Software for Converting XML Documents to the ER Model and Relational Databases. SWWS 2006: 166-169 - 2005
- [c1]Sikha Bagui:
Rules for migrating from ER and EER diagrams to Object-Relationship (OR) diagrams. ACM Southeast Regional Conference (1) 2005: 243-244
Parts in Books or Collections
- 2009
- [p1]Sikha Bagui:
An Approach to Mining Crime Patterns. Selected Readings on Database Technologies and Applications 2009: 305-329
Reference Works
- 2005
- [r1]Sikha Bagui:
Extended Entity Relationship Modeling. Encyclopedia of Database Technologies and Applications 2005: 233-239
Informal and Other Publications
- 2021
- [i1]Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui:
Marine vessel tracking using a monocular camera. CoRR abs/2108.10367 (2021)
Coauthor Index
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last updated on 2024-08-23 19:19 CEST by the dblp team
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