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Multi-layer intrusion detection system with ExtraTrees feature selection, extreme learning machine ensemble, and softmax aggregation
(Journal article; Peer reviewed, 2019)Recent advances in intrusion detection systems based on machine learning have indeed outperformed other techniques, but struggle with detecting multiple classes of attacks with high accuracy. We propose a method that works ... -
Multi-layer intrusion detection system with ExtraTrees feature selection, extreme learning machine ensemble, and softmax aggregation
(Peer reviewed; Journal article, 2019)Recent advances in intrusion detection systems based on machine learning have indeed outperformed other techniques, but struggle with detecting multiple classes of attacks with high accuracy. We propose a method that works ... -
A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning
(Peer reviewed; Journal article, 2021) -
Multichannel Management in the Public Sector: A Literature Review
(Journal article; Peer reviewed, 2019) -
Multilevel Inverters with Reduced Component Count for Energy Systems
(Doctoral Dissertations at the University of Agder; no. 339, Doctoral thesis, 2021)Multilevel inverters (MLIs) have gained increasing interest for advanced energy-conversion systems with a wide range of voltage levels, due to their attractive features of low harmonic contents, low dv/dt stress, low ... -
A multilevel statistical toolkit to study animal social networks : the Animal network toolkit Software (Ants) R package
(Journal article; Peer reviewed, 2020) -
Multilingual Sentiment Analysis for Under-Resourced Languages: A Systematic Review of the Landscape
(Peer reviewed; Journal article, 2022)Sentiment analysis automatically evaluates people’s opinions of products or services. It is an emerging research area with promising advancements in high-resource languages such as Indo-European languages (e.g. English). ... -
Multimodal data as a means to understand the learning experience
(Journal article; Peer reviewed, 2019) -
Multiobjective optimization of building energy consumption and thermal comfort based on integrated BIM framework with machine learning-NSGA II
(Peer reviewed; Journal article, 2022) -
The multiple roles of sexological organisations
(Peer reviewed; Journal article, 2022)The research question behind this article is to analyse how missions and goals for sexological organisations on various levels are described and how they can complement each other. The missions and goals of global (WAS), ... -
Multiple scenario analysis of battery energy storage system investment : measuring economic and circular viability
(Journal article; Peer reviewed, 2022)Circular business models for batteries have been revealed in earlier research to achieve economic viability while reducing total resource consumption of raw materials. The objective of this study is to measure the economic ... -
Multiple-batch spawning as a bet-hedging strategy in highly stochastic environments: An exploratory analysis of Atlantic cod
(Peer reviewed; Journal article, 2021) -
Multiple-batch spawning: a risk-spreading strategy disarmed by highly intensive size-selective fishing rate
(Peer reviewed; Journal article, 2022) -
Multiple-Principal Demands and CEO Compliance in Emerging Market State-Owned Enterprises
(Peer reviewed; Journal article, 2023)This study addresses multiple-principal–agent power dynamics in state-owned enterprises (SOEs) in emerging markets. We investigate under what conditions agents (CEOs) accede to demands of government-linked principals. Our ... -
Multiple-stressor effects of warming and acidification on the embryonic development of an estuarine fiddler crab
(Peer reviewed; Journal article, 2021)Predicted effects of anthropogenic climate change on estuarine and coastal organisms are complex, and early life history stages of calcified ectotherms are amongst the most sensitive groups. Despite the importance of ... -
Multiport DC-DC Converters for Hybrid Energy Systems
(Doctoral dissertations at University of Agder;no. 423, Doctoral thesis, 2023)Renewable energy sources (RESs) like solar and wind have gained attention for their potential to reduce reliance on fossil fuels and mitigate climate change. However, integrating multiple RESs into a power grid is challenging ... -
Multivariate modeling and analysis of regional ocean freight rates
(Journal article; Peer reviewed, 2017)In this paper, we propose a new multivariate model for the dynamics of regional ocean freight rates. We show that a cointegrated system of regional spot freight rates can be decomposed into a common non-stationary market ... -
Municipalities' Decision to Care : At Home or in a Nursing Home
(Journal article; Peer reviewed, 2020)