Sotabase

Career

· PhD Student, Carnegie Mellon University - Auton Lab2024–
· PhD Student, Carnegie Mellon University
· Research Assistant, Carnegie Mellon University

Publications (23)

Application of Machine Learning Algorithms to KDD Intrusion Detection Dataset within Misuse Detection Context
International Conference on Machine Learning; Models, Technologies and Applications · 2003
330
cited
Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set
Intelligent Data Analysis · 2004
169
cited
Detection of emerging space-time clusters
Knowledge Discovery and Data Mining · 2005
157
cited
KDD Feature Set Complaint Heuristic Rules for R2L Attack Detection
Security and Management · 2003
35
cited
Detecting anomalous patterns in pharmacy retail data
2005
24
cited
T-Cube Web Interface: a tool for immediate visualization, interactive manipulation and analysis of large sets of multivariate time series.
AMIA ... Annual Symposium proceedings. AMIA Symposium · 2008
13
cited
Formulation of a Heuristic Rule for Misuse and Anomaly Detection for U2R Attacks in Solaris Operating System Environment
Security and Management · 2003
10
cited
Monitoring Food Safety by Detecting Patterns in Consumer Complaints
AAAI Conference on Artificial Intelligence · 2006
8
cited
T-Cube as an Enabling Technology in Surveillance Applications
2007
8
cited
Measuring similarity in feature space of knowledge entailed by two separate rule sets
Knowledge-Based Systems · 2006
7
cited
Searching for Complex Patterns Using Disjunctive Anomaly Detection
Online Journal of Public Health Informatics · 2013
7
cited
A Robust Expectation-Based Spatial Scan Statistic
2007
6
cited
T-Cube: A Data Structure for Fast Extraction of Time Series from Large Datasets
2007
6
cited
T-Cube Web Interface as a Tool for Detecting Disease Outbreaks in Real-Time: A Pilot in India and Sri Lanka
Conference on Research, Innovation and Vision for the Future in Computing & Communication Technologies · 2010
6
cited
T-Cube Web Interface in support of real-time bio-surveillance program
International Conference on Information and Communication Technologies and Development · 2009
6
cited
An Expectation-Based Scan Statistic for Detection of Space-Time Clusters
2006
4
cited
INTERACTIVE MANIPULATION, VISUALIZATION AND ANALYSIS OF LARGE SETS OF MULTIDIMENSIONAL TIME SERIES IN HEALTH INFORMATICS
2008
3
cited
AI Software in everyday life: A Survey
2001
1
cited
Multivariate Time Series Analyses Using Primitive Univariate Algorithms
2007
1
cited
T-Cube : Quick Response to Ad-Hoc Time Series Queries against Large Datasets
2007
1
cited
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Maheshkumar (Robin) Sabhnani | Researcher Profile | Sotabase | Sotabase