Robust anomaly detection algorithms for real-time big data: Comparison of algorithms

Z Hasani - 2017 6th Mediterranean Conference on Embedded …, 2017 - ieeexplore.ieee.org
Most of the today's world data are streaming, time-series data, where anomalies detection
gives significant information of possible critical situations. Yet, detecting anomalies in big …

An Adaptive Anomaly Detection Algorithm for Periodic Data Streams

Z Hasani, B Jakimovski, G Velinov… - … Data Engineering and …, 2018 - Springer
Real-time anomaly detection of massive data streams is an important research topic
nowadays due to the fact that a lot of data is generated in continuous temporal processes …

Implementation of infrastructure for streaming outlier detection in big data

Z Hasani - Recent Advances in Information Systems and …, 2017 - Springer
In recent years the amount of data available at World Wide Web grew drastically. Therefore
the need to analyze these large amount of data is a problem faced by researchers in this …

Improvement of implemented infrastructure for streaming outlier detection in big data with ELK stack

Z Hasani, J Fondaj - Trends and Advances in Information Systems and …, 2018 - Springer
Nowadays the usage of internet is constantly increasing the amount of data. As a result the
need for analyzing this data has recently emerged as we need to face a new phenomena …

[PDF][PDF] Anomaly Detection Algorithms for Streaming Data: Performance Comparison

Z Hasani - Journal of Computer Science, 2020 - pdfs.semanticscholar.org
Today's most of the data are streaming time-series data, where is very important anomaly
detection over this data because gives significant information of possible critical situations …

Penggunaan Data Odontogram dalam Bentuk Format JSON dari Matriks Kondisi Gigi dan Performanya Pada Aplikasi Sistem Identifikasi Berbasis Web

FRT Wisnu, S Kusumadewi… - B-Dent: Jurnal Kedokteran …, 2019 - jurnal.unbrah.ac.id
Pendahuluan: Data odontogram sangat dibutuhkan dalam proses identifikasi dan
merupakan salah satu data primer selain sidik jari dan DNA. Bentuk tipe data pada basis …

[PDF][PDF] INFRASTRUCTURE WITH R PACKAGE FOR ANOMALY DETECTION IN REAL TIME BIG LOG DATA

Z Hasani - PressAcademia Procedia, 2017 - dergipark.org.tr
Analyzing and detecting anomalies in huge amount of data are a big challenge. On one
hand we are faced with the problem of storing a large amount of data, on the other to …

REST API を用いたサイバー攻撃のリアルタイム検知手法

松田亘, 藤本万里子, 満永拓邦 - 第81 回全国大会講演論文集, 2019 - ipsj.ixsq.nii.ac.jp
論文抄録 サイバー攻撃の手法は巧妙化しており, 国内外で被害が増加傾向にある.
攻撃の痕跡は各機器のログに残ることがあるため, ログをリアルタイムに近いタイミングで収集・分析 …