18 citations · 61 across the 6 of their papers we have counts for
6 papers
SimTensor: A synthetic tensor data generator
Hadi Fanaee-T, Joao Gama
SimTensor is a multi-platform, open-source software for generating artificial tensor data (either with CP/PARAFAC or Tucker structure) for reproducible research on tensor factoriza…
Eigenspace Method for Spatiotemporal Hotspot Detection
Hadi Fanaee-T, João Gama
Hotspot detection aims at identifying subgroups in the observations that are unexpected, with respect to the some baseline information. For instance, in disease surveillance, the p…
EigenEvent: An Algorithm for Event Detection from Complex Data Streams in Syndromic Surveillance
Hadi Fanaee-T, João Gama
Syndromic surveillance systems continuously monitor multiple pre-diagnostic daily streams of indicators from different regions with the aim of early detection of disease outbreaks.…
An eigenvector-based hotspot detection
Hadi Fanaee-T, Joao Gama
Space and time are two critical components of many real world systems. For this reason, analysis of anomalies in spatiotemporal data has been a great of interest. In this work, app…
A Semantic VSM-Based Recommender System
Hadi Fanaee-T, Mehran Yazdi
Online forums enable users to discuss together around various topics. One of the serious problems of these environments is high volume of discussions and thus information overload…
Event and Anomaly Detection Using Tucker3 Decomposition
Hadi Fanaee-T, Márcia D. B. Oliveira, João Gama +2
Failure detection in telecommunication networks is a vital task. So far, several supervised and unsupervised solutions have been provided for discovering failures in such networks.…