Feature and model selection for day-ahead electricity-load forecasting in residential buildings

AV Kychkin, GC Chasparis - Energy and Buildings, 2021 - Elsevier
The need for accurate balancing in electricity markets and a larger integration of renewable
sources of electricity require accurate forecasts of electricity loads in residential buildings. In …

[PDF][PDF] Usage of holt-winters model and multilayer perceptron in network traffic modelling and anomaly detection

M Szmit, A Szmit, S Adamus, S Bugała - Informatica, 2012 - informatica.si
In modern computer networks and high-loaded business or industrial systems there is a
need of continuous availability of services and hosts (see eg [28],[29][30][34]). Inaccessibility …

Usage of modern exponential-smoothing models in network traffic modelling

R Jašek, A Szmit, M Szmit - … 2013: Prediction, Modeling and Analysis of …, 2013 - Springer
The article summarized current state of our works regarding usage of exponential smoothing
Holt-Winters' based models for analysis, modelling and forecasting Time Series with data of …

Development of monitoring systems for anomaly detection using ASTD specifications

EJ Chaymae, F Marc, E Thibaud… - … Symposium on Theoretical …, 2022 - Springer
Anomaly-based intrusion detection systems are essential defenses against cybersecurity
threats because they can identify anomalies in current activities. However, these systems …

Anomaly detection in time series data based on Holt-Winters method

A Aboode - 2018 - diva-portal.org
In today's world the amount of collected data increases every day, this is a trend which is
likely to continue. At the same time the potential value of the data does also increase due to …

[PDF][PDF] Time series forecasting used for real-time anomaly detection on websites

G Galvas - Vrije Universiteit, Amsterdam, 2016 - vu-business-analytics.github.io
The development of new methods of manipulating big data has made it possible for users to
constantly monitor the traffic behaviour of networks and websites, as well as enabling them …

Feature extraction for day-ahead electricity-load forecasting in residential buildings

AV Kychkin, GC Chasparis - IFAC-PapersOnLine, 2020 - Elsevier
In the context of electricity demand response, an important task is to generate accurate
forecasts of energy loads for groups of households as well as individual consumers. We …

On the Performance of Anomaly Detection Systems Uncovering Traffic Mimicking Covert Channels.

J Bouché, D Hock, M Kappes - INC, 2016 - books.google.com
Anomaly Detection Systems aim to construct accurate network traffic models with the
objective to discover yet unknown malicious network traffic patterns. In this paper, we study …

Creating covert channel using sip

M Mehić, M Mikulec, M Voznak, L Kapicak - … , Services and Security: 7th …, 2014 - Springer
Abstract Sending VoIP (Voice Over IP) by default requires two protocols: SIP and RTP. First
one is used for establishing and changing the settings of the session and second one for …

[图书][B] Position Papers of the 2018 Federated Conference on Computer Science and Information Systems

M Ganzha, L Maciaszek, M Paprzycki… - 2018 - Citeseer
EAR Reader, it is our pleasure to present to you Position Papers of the 2014 Federated
Conference on Computer Science and Information Systems (FedCSIS), which took place in …