Search Results - "HOTHO, Andreas"

A survey of network-based intrusion detection data sets by Ring, Markus, Wunderlich, Sarah, Scheuring, Deniz, Landes, Dieter, Hotho, Andreas

“…Labeled data sets are necessary to train and evaluate anomaly-based network intrusion detection systems. This work provides a focused literature survey of data…”
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Density-based weighting for imbalanced regression by Steininger, Michael, Kobs, Konstantin, Davidson, Padraig, Krause, Anna, Hotho, Andreas

“…In many real world settings, imbalanced data impedes model performance of learning algorithms, like neural networks, mostly for rare cases. This is especially…”
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Detection of slow port scans in flow-based network traffic by Ring, Markus, Landes, Dieter, Hotho, Andreas

“…Frequently, port scans are early indicators of more serious attacks. Unfortunately, the detection of slow port scans in company networks is challenging due to…”
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IMU Airtime Detection in Snowboard Halfpipe: U-Net Deep Learning Approach Outperforms Traditional Threshold Algorithms by Gorges, Tom, Davidson, Padraig, Boeschen, Myriam, Hotho, Andreas, Merz, Christian

“…Airtime is crucial for high-rotation tricks in snowboard halfpipe performance, significantly impacting trick difficulty, the primary judging criterion. This…”
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Feature relevance XAI in anomaly detection: Reviewing approaches and challenges by Tritscher, Julian, Krause, Anna, Hotho, Andreas

“…With complexity of artificial intelligence systems increasing continuously in past years, studies to explain these complex systems have grown in popularity…”
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CLIP knows image aesthetics by Hentschel, Simon, Kobs, Konstantin, Hotho, Andreas

“…Most Image Aesthetic Assessment (IAA) methods use a pretrained ImageNet classification model as a base to fine-tune. We hypothesize that content classification…”
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Smartwatch-Derived Data and Machine Learning Algorithms Estimate Classes of Ratings of Perceived Exertion in Runners: A Pilot Study by Davidson, Padraig, Düking, Peter, Zinner, Christoph, Sperlich, Billy, Hotho, Andreas

“…The rating of perceived exertion (RPE) is a subjective load marker and may assist in individualizing training prescription, particularly by adjusting running…”
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Empower the user - The impact of functional understanding training on usage, social perception, and self-determined interactions with intelligent voice assistants by Markus, André, Pfister, Jan, Carolus, Astrid, Hotho, Andreas, Wienrich, Carolin

“…Intelligent voice assistants (IVAs) such as Alexa or Siri are voice-based AI systems that support users in various tasks with simple voice commands, making…”
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Who is Alyx? A new behavioral biometric dataset for user identification in XR by Rack, Christian, Fernando, Tamara, Yalcin, Murat, Hotho, Andreas, Latoschik, Marc Erich

“…Introduction: This paper addresses the need for reliable user identification in Extended Reality (XR), focusing on the scarcity of public datasets in this…”
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Awareness and learning in participatory noise sensing by Becker, Martin, Caminiti, Saverio, Fiorella, Donato, Francis, Louise, Gravino, Pietro, Haklay, Mordechai Muki, Hotho, Andreas, Loreto, Vittorio, Mueller, Juergen, Ricchiuti, Ferdinando, Servedio, Vito D P, Sîrbu, Alina, Tria, Francesca

“…The development of ICT infrastructures has facilitated the emergence of new paradigms for looking at society and the environment over the last few years…”
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Inhibitors and Enablers to Explainable AI Success: A Systematic Examination of Explanation Complexity and Individual Characteristics by Wienrich, Carolin, Carolus, Astrid, Roth-Isigkeit, David, Hotho, Andreas

“…With the increasing adaptability and complexity of advisory artificial intelligence (AI)-based agents, the topics of explainable AI and human-centered AI are…”
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Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research by Koopmann, Tobias, Stubbemann, Maximilian, Kapa, Matthias, Paris, Michael, Buenstorf, Guido, Hanika, Tom, Hotho, Andreas, Jäschke, Robert, Stumme, Gerd

“…Creation and exchange of knowledge depends on collaboration. Recent work has suggested that the emergence of collaboration frequently relies on geographic…”
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Effects of AI understanding-training on AI literacy, usage, self-determined interactions, and anthropomorphization with voice assistants by Markus, André, Pfister, Jan, Carolus, Astrid, Hotho, Andreas, Wienrich, Carolin

“…•Gaps in knowledge and misunderstandings can have a negative impact on the acceptance and self-determined interaction with voice-based AI systems.•Interactive…”
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iNALU: Improved Neural Arithmetic Logic Unit by Schlör, Daniel, Ring, Markus, Hotho, Andreas

“…Neural networks have to capture mathematical relationships in order to learn various tasks. They approximate these relations implicitly and therefore often do…”
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Long-Term Effects of Perceived Friendship with Intelligent Voice Assistants on Usage Behavior, User Experience, and Social Perceptions by Wienrich, Carolin, Carolus, Astrid, Markus, André, Augustin, Yannik, Pfister, Jan, Hotho, Andreas

“…Social patterns and roles can develop when users talk to intelligent voice assistants (IVAs) daily. The current study investigates whether users assign…”
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How stressors disrupt honey bee biological traits and overwintering mechanisms by Minaud, Étienne, Rebaudo, François, Davidson, Padraig, Hatjina, Fani, Hotho, Andreas, Mainardi, Giulia, Steffan-Dewenter, Ingolf, Vardakas, Philippos, Verrier, Elise, Requier, Fabrice

“…High winter mortality of honey bees (Apis mellifera) has been observed in temperate regions over the past 30 years. Several biotic and abiotic stressors…”
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Participatory Patterns in an International Air Quality Monitoring Initiative by Sîrbu, Alina, Becker, Martin, Caminiti, Saverio, De Baets, Bernard, Elen, Bart, Francis, Louise, Gravino, Pietro, Hotho, Andreas, Ingarra, Stefano, Loreto, Vittorio, Molino, Andrea, Mueller, Juergen, Peters, Jan, Ricchiuti, Ferdinando, Saracino, Fabio, Servedio, Vito D P, Stumme, Gerd, Theunis, Jan, Tria, Francesca, Van den Bossche, Joris

“…The issue of sustainability is at the top of the political and societal agenda, being considered of extreme importance and urgency. Human individual action…”
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Sedentary Behavior among National Elite Rowers during Off-Training-A Pilot Study by Sperlich, Billy, Becker, Martin, Hotho, Andreas, Wallmann-Sperlich, Birgit, Sareban, Mahdi, Winkert, Kay, Steinacker, Jürgen M, Treff, Gunnar

“…The aim of this pilot study was to analyze the off-training physical activity (PA) profile in national elite German U23 rowers during 31 days of their…”
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Discovering shared conceptualizations in folksonomies by Jäschke, Robert, Hotho, Andreas, Schmitz, Christoph, Ganter, Bernhard, Stumme, Gerd

“…Social bookmarking tools are rapidly emerging on the Web. In such systems users are setting up lightweight conceptual structures called folksonomies. Unlike…”
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Flow-based network traffic generation using Generative Adversarial Networks by Ring, Markus, Schlör, Daniel, Landes, Dieter, Hotho, Andreas

“…Flow-based data sets are necessary for evaluating network-based intrusion detection systems (NIDS). In this work, we propose a novel methodology for generating…”
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