33 citations · 47 across the 7 of their papers we have counts for
7 papers
Active Rule Mining for Multivariate Anomaly Detection in Radio Access Networks
Ebenezer R. H. P. Isaac, Joseph H. R. Isaac
Multivariate anomaly detection finds its importance in diverse applications. Despite the existence of many detectors to solve this problem, one cannot simply define why an obtained…
Adaptive Thresholding Heuristic for KPI Anomaly Detection
Ebenezer R. H. P. Isaac, Akshat Sharma
A plethora of outlier detectors have been explored in the time series domain, however, in a business sense, not all outliers are anomalies of interest. Existing anomaly detection s…
QBSD: Quartile-Based Seasonality Decomposition for Cost-Effective RAN KPI Forecasting
Ebenezer RHP Isaac, Bulbul Singh
Forecasting time series patterns, such as cell key performance indicators (KPIs) of radio access networks (RAN), plays a vital role in enhancing service quality and operational eff…
AI Product Security: A Primer for Developers
Ebenezer R. H. P. Isaac, Jim Reno
Not too long ago, AI security used to mean the research and practice of how AI can empower cybersecurity, that is, AI for security. Ever since Ian Goodfellow and his team populariz…
Robust Analytics for Video-Based Gait Biometrics
Ebenezer R. H. P. Isaac
Gait analysis is the study of the systematic methods that assess and quantify animal locomotion. Gait finds a unique importance among the many state-of-the-art biometric systems si…
Trait of Gait: A Survey on Gait Biometrics
Ebenezer R. H. P. Isaac, Susan Elias, Srinivasan Rajagopalan +1
Gait analysis is the study of the systematic methods that assess and quantify animal locomotion. The research on gait analysis has considerably evolved through time. It was an anci…
View-invariant Gait Recognition through Genetic Template Segmentation
Ebenezer Isaac, Susan Elias, Srinivasan Rajagopalan +1
Template-based model-free approach provides by far the most successful solution to the gait recognition problem in literature. Recent work discusses how isolating the head and leg…