825 Einträge « 1 von 17 »

2024

825.

Lehmler, Stephan Johann; Saif-ur-Rehman, Muhammad; Glasmachers, Tobias; Iossifidis, Ioannis

Understanding Activation Patterns in Artificial Neural Networks by Exploring Stochastic Processes: Discriminating Generalization from Memorization Artikel

In: Neurocomputing, S. 128473, 2024, ISSN: 0925-2312.

Abstract | Links | BibTeX | Schlagwörter: Artificial neural networks, Generalization, Machine Learning, Memorization, Poisson process, Stochastic modeling

824.

Pilacinski, Artur; Christ, Lukas; Boshoff, Marius; Iossifidis, Ioannis; Adler, Patrick; Miro, Michael; Kuhlenkötter, Bernd; Klaes, Christian

Human in the Collaborative Loop: A Strategy for Integrating Human Activity Recognition and Non-Invasive Brain-Machine Interfaces to Control Collaborative Robots Artikel

In: Frontiers in Neurorobotics, Bd. 18, 2024, ISSN: 1662-5218.

Links | BibTeX | Schlagwörter: brain-machine interfaces, EEG, Human action recognition, human-robot collaboration, Sensor Fusion

823.

Lehmler, Stephan Johann; Iossifidis, Ioannis

3D Movement Analysis of the Ruhr Hand Motion Catalog of Human Center-Out Transport Trajectories Proceedings Article

In: BC24 : Computational Neuroscience & Neurotechnology Bernstein Conference 2024, BCCN Bernstein Network Computational Networkvphantom, 2024.

Abstract | Links | BibTeX | Schlagwörter:

822.

Fidencio, Aline Xavier; Klaes, Christian; Iossifidis, Ioannis

Adaptive Brain-Computer Interfaces Based on Error-Related Potentials and Reinforcement Learning Proceedings Article

In: BC24 : Computational Neuroscience & Neurotechnology Bernstein Conference 2024, BCCN Bernstein Network Computational Networkvphantom, 2024.

Abstract | Links | BibTeX | Schlagwörter: BCI, Machine Learning

821.

Grün, Felix; Iossifidis, Ioannis

Controversial Opinions on Model Based and Model Free Reinforcement Learning in the Brain Proceedings Article

In: BCCN Bernstein Network Computational Networkvphantom, 2024.

Abstract | Links | BibTeX | Schlagwörter: Machine Learning, Reinforcement learning

820.

Schmidt, Marie Dominique; Iossifidis, Ioannis

Decoding Upper Limb Movements Proceedings Article

In: BCCN Bernstein Network Computational Networkvphantom, 2024.

Abstract | Links | BibTeX | Schlagwörter: BCI, Machine Learning, Muscle activity

819.

Lehmler, Stephan Johann; Iossifidis, Ioannis

Stochastic Process Model Derived Indicators of Overfitting for Deep Architectures: Applicability to Small Sample Recalibration of sEMG Decoders Proceedings Article

In: BC24 : Computational Neuroscience & Neurotechnology Bernstein Conference 2024, BCCN Bernstein Network Computational Networkvphantom, 2024.

Abstract | Links | BibTeX | Schlagwörter: Machine Learning

818.

Fidêncio, Aline Xavier; Klaes, Christian; Iossifidis, Ioannis

A Generic Error-Related Potential Classifier Based on Simulated Subjects Artikel

In: Frontiers in Human Neuroscience, Bd. 18, S. 1390714, 2024, ISSN: 1662-5161.

Abstract | Links | BibTeX | Schlagwörter: adaptive brain-machine (computer) interface, BCI, EEG, Error-related potential (ErrP), ErrP classifier, Generic decoder, Machine Learning, SEREEGA, Simulation

817.

Ali, Omair; Saif-ur-Rehman, Muhammad; Metzler, Marita; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian

GET: A Generative EEG Transformer for Continuous Context-Based Neural Signals Artikel

In: arXiv:2406.03115 [q-bio], 2024.

Abstract | Links | BibTeX | Schlagwörter: BCI, EEG, Machine Learning, Quantitative Biology - Neurons and Cognition

816.

Büttner, Sabine; Handmann, Uwe; Irrek, Wolfgang

Transformation zur Circular Economy - Kleine und mittlere Unternehmen im Wandel begleiten Buch

Springer, 2024, (in print).

Links | BibTeX | Schlagwörter:

815.

Arntz, Alexander; Helgert, André; Straßmann, Carolin; Eimler, Sabrina C.

Enhancing Human-Robot Interaction Research by Using a Virtual Reality Lab Approach Proceedings Article

In: 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR), S. 340-344, 2024.

Abstract | Links | BibTeX | Schlagwörter: Technological innovation;Solid modeling;Runtime;Human-robot interaction;Virtual environments;Physiology;Robots;Virtual Reality;Human-Robot Interaction;Empirical Studies;Research Platform;Study Tool;Wizard of Oz

814.

Heilmann, Dan; Helgert, André; Eimler, Sabrina C.

Virtual Reality for Tinnitus Education: Inspiring Awareness and Proactive Behavioral Changes Proceedings Article

In: 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR), S. 294-300, 2024.

Abstract | Links | BibTeX | Schlagwörter: Visualization;Solid modeling;Sociology;Psychology;Virtual reality;Human factors;Statistics;virtual reality;tinnitus;sensitization;immersion;simulation;health promotion;awareness

813.

Helgert, André; Straßmann, Carolin; Eimler, Sabrina C.

Unlocking Potentials of Virtual Reality as a Research Tool in Human-Robot Interaction: A Wizard-of-Oz Approach Proceedings Article

In: Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, S. 535–539, Association for Computing Machinery, Boulder, CO, USA, 2024, ISBN: 9798400703232.

Abstract | Links | BibTeX | Schlagwörter: accessibility, social robots, virtual reality, Wizard-of-Oz

812.

Albrecht-Gansohr, Carina; Timm, Lara; Eimler, Sabrina C.; Geisler, Stefan

An Augmented Reality Application for Wound Management: Enhancing Nurses’ Autonomy, Competence and Connectedness Artikel

In: Virtual Worlds, Bd. 3, Nr. 2, S. 208–229, 2024, ISSN: 2813-2084.

Abstract | Links | BibTeX | Schlagwörter:

811.

Arntz, Alexander

Enabling Safe Empirical Studies for Human-Robot Collaboration: Implementation of a Sensor Array Driven Control Interface Proceedings Article

In: Kurosu, Masaaki; Hashizume, Ayako (Hrsg.): Human-Computer Interaction, S. 42–57, Springer Nature Switzerland, Cham, 2024, ISBN: 978-3-031-60412-6.

Abstract | BibTeX | Schlagwörter:

810.

Arntz, Alexander; Dia, Agostino Di; Riebner, Tim; Straßmann, Carolin; Eimler, Sabrina C.

Teamwork Makes the Dream Work: A Virtual Reality-based Human-Robot Collaboration Sandbox Simulating Multiple Teams Proceedings Article

In: 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR), S. 335-339, 2024, ISSN: 2771-7453.

Abstract | Links | BibTeX | Schlagwörter: Robot kinematics;Virtual assistants;Virtual environments;Industrial robots;Libraries;Teamwork;Task analysis;Human-Robot Collaboration;Virtual Reality;Machine Learning;Artificial Intelligence

2023

809.

Ali, Omair; Saif-ur-Rehman, Muhammad; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian

ConTraNet: A Hybrid Network for Improving the Classification of EEG and EMG Signals with Limited Training Data Artikel

In: Computers in Biology and Medicine, S. 107649, 2023, ISSN: 0010-4825.

Abstract | Links | BibTeX | Schlagwörter: BCI, Brain computer interface, Deep learning, EEG decoding, EMG decoding, Machine Learning

808.

Erle, Lukas; Timm, Lara; Straßmann, Carolin; Eimler, Sabrina C.

Using Focus Group Interviews to Examine Biased Experiences in Human-Robot-Interaction Artikel

In: S. 4, 2023.

Abstract | Links | BibTeX | Schlagwörter:

807.

Helgert, André; Eimler, Sabrina C.; Straßmann, Carolin

Virtual Reality as a Tool for Studying Diversity and Inclusion in Human-Robot Interaction: Advantages and Challenges Artikel

In: S. 4, 2023.

Abstract | Links | BibTeX | Schlagwörter:

806.

Sziburis, Tim; Blex, Susanne; Iossifidis, Ioannis

Variability Study of Human Hand Motion during 3D Center-out Tasks Captured for the Diagnosis of Movement Disorders Proceedings Article

In: BC23 : Computational Neuroscience & Neurotechnology Bernstein Conference 2022, BCCN Bernstein Network Computational Network, 2023.

Abstract | BibTeX | Schlagwörter: movement model

805.

Fidencio, Aline Xavier; Klaes, Christian; Iossifidis, Ioannis

Exploring Error-related Potentials in Adaptive Brain-Machine Interfaces: Challenges and Investigation of Occurrence and Detection Ratios Proceedings Article

In: BC23 : Computational Neuroscience & Neurotechnology Bernstein Conference 2022, BCCN Bernstein Network Computational Network, 2023.

Abstract | BibTeX | Schlagwörter: BCI, EEG, Machine Learning

804.

Grün, Felix; Iossifidis, Ioannis

Investigation of the Interplay of Model-Based and Model-Free Learning Using Reinforcement Learning Proceedings Article

In: BC23 : Computational Neuroscience & Neurotechnology Bernstein Conference 2022, BCCN Bernstein Network Computational Network, 2023.

Abstract | BibTeX | Schlagwörter: Machine Learning, Reinforcement learning

803.

Schmidt, Marie Dominique; Iossifidis, Ioannis

The Link between Muscle Activity and Upper Limb Kinematics Proceedings Article

In: BC23 : Computational Neuroscience & Neurotechnology Bernstein Conference 2022, BCCN Bernstein Network Computational Network, 2023.

Abstract | BibTeX | Schlagwörter: BCI, Machine Learning

802.

Hussain, Muhammad Ayaz; Iossifidis, Ioannis

Advancements in Upper Body Exoskeleton: Implementing Active Gravity Compensation with a Feedforward Controller Artikel

In: arXiv:2309.04698 [cs.RO], 2023.

Abstract | Links | BibTeX | Schlagwörter: Autonomous robotics, BCI, Computer Science - Artificial Intelligence, Computer Science - Information Theory, Computer Science - Machine Learning, Exoskeleton

801.

Börsting, Johanna; Schwarze, Veronica; Eimler, Sabrina C.

Tell me why - Combating racism on social media with knowledge Proceedings Article

In: Melzer, André; Wagener, Gary Lee (Hrsg.): Proceedings of the 13th Conference of the Media Psychology Division (DGPs), Melusina Press, 2023.

Links | BibTeX | Schlagwörter:

800.

Erle, Lukas; Timm, Lara; Straßmann, Carolin; Eimler, Sabrina C.

Algorithmic Bias and Digital Divide – An Examination of Discrimination Experiences in Human-System Interactions (Poster) Proceedings Article

In: Melzer, André; Wagener, Gary Lee (Hrsg.): Proceedings of the 13th Conference of the Media Psychology Division (DGPs), Melusina Press, 2023.

Links | BibTeX | Schlagwörter:

799.

Eimler, Sabrina C.; Börsting, Johanna; Schwarze, Veronica

Imagine it was you - Empathy as the key for reducing cyberbullying on social media Proceedings Article

In: Melzer, André; Wagener, Gary Lee (Hrsg.): Proceedings of the 13th Conference of the Media Psychology Division (DGPs), Melusina Press, 2023.

Links | BibTeX | Schlagwörter:

798.

Schwarze, Veronica; Eimler, Sabrina C.; Krämer, Nicole C.

Picturing diversity: Exploring children’s perception of intergroup differences Proceedings Article

In: Melzer, André; Wagener, Gary Lee (Hrsg.): Proceedings of the 13th Conference of the Media Psychology Division (DGPs), 2023.

Links | BibTeX | Schlagwörter:

797.

Schweizer, Anne-Marie; Börsting, Johanna

Keep calm - The role of resilience in the interplay between neuroticism and phubbing Proceedings Article

In: Melzer, André; Wagener, Gary Lee (Hrsg.): Proceedings of the 13th Conference of the Media Psychology Division (DGPs), Melusina Press, 2023.

Links | BibTeX | Schlagwörter:

796.

Schmidt, Marie D.; Glasmachers, Tobias; Iossifidis, Ioannis

The Concepts of Muscle Activity Generation Driven by Upper Limb Kinematics Artikel

In: BioMedical Engineering OnLine, Bd. 22, Nr. 1, S. 63, 2023, ISSN: 1475-925X.

Abstract | Links | BibTeX | Schlagwörter: Artificial generated signal, BCI, Electromyography (EMG), Generative model, Inertial measurement unit (IMU), Machine Learning, Motion parameters, Muscle activity, Neural networks, transfer learning, Voluntary movement

795.

Saif-ur-Rehman, Muhammad; Ali, Omair; Klaes, Christian; Iossifidis, Ioannis

Adaptive SpikeDeep-Classifier: Self-organizing and self-supervised machine learning algorithm for online spike sorting Artikel

In: arXiv:2304.01355 [cs, math, q-bio], 2023.

Links | BibTeX | Schlagwörter: BCI, Machine Learning, Spike Sorting

794.

Irrek, Wolfgang; Handmann, Uwe

Sauber getrennt ist halb verwertet - Recycling mittels KI Artikel

In: IM+io Best & Next Practices aus Digitalisierung, Management, Wissenschaft, Bd. 2023, Nr. 01, S. 26-29, 2023, ISSN: 1616-1017.

Links | BibTeX | Schlagwörter:

793.

Malzahn, Nils; Schwarze, Veronica; Eimler, Sabrina C.; Aprin, Farbod; Moder, Sarah; Hoppe, H. Ulrich

How to measure disagreement as a premise for learning from controversy in a social media context Artikel

In: Research and Practice in Technology Enhanced Learning, Bd. 18, S. 012, 2023.

Abstract | Links | BibTeX | Schlagwörter:

792.

Rohrschneider, David; Baker, Nermeen Abou; Handmann, Uwe

Double Transfer Learning to detect Lithium-Ion batteries on X-Ray images Konferenz

17th International Work-Conference on Artificial Neural Networks (IWANN 2023), Ponta Delgada, Portugal, June 19 - 21, 2023, Proceedings, Part I, Bd. 14134, Lecture Notes in Computer Science (LNCS) Springer Nature, Switzerland, 2023.

Links | BibTeX | Schlagwörter:

791.

Baker, Nermeen Abou; Handmann, Uwe

Don't waste SAM Konferenz

The 31th European Symposium on Artificial Neural Networks (ESANN 2023), Bruges, Belgium, 2023.

Links | BibTeX | Schlagwörter:

790.

Straßmann, Carolin; Helgert, André; Breil, Valentin; Settelmayer, Lina; Diehl, Inga

Exploring the Use of Colored Ambient Lights to Convey Emotional Cues With Conversational Agents: An Experimental Study Proceedings Article

In: 2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), S. 99-105, 2023.

Abstract | Links | BibTeX | Schlagwörter: Ethics;Emotion recognition;Virtual assistants;Games;Behavioral sciences;Robots

789.

Straßmann, Carolin; Helgert, André; Lingnau, Andreas

Psychological Outcomes and Effectiveness of a Collaborative Video-Based Learning Tool for Synchronous Discussions Proceedings Article

In: Fulantelli, Giovanni; Burgos, Daniel; Casalino, Gabriella; Cimitile, Marta; Bosco, Giosuè Lo; Taibi, Davide (Hrsg.): Higher Education Learning Methodologies and Technologies Online, S. 691–705, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-29800-4.

Abstract | BibTeX | Schlagwörter:

788.

Theophilou, Emily; Schwarze, Veronica; Börsting, Johanna; Sánchez-Reina, Roberto; Scifo, Lidia; Lomonaco, Francesco; Aprin, Farbod; Ognibene, Dimitri; Taibi, Davide; Hernández-Leo, Davinia; Eimler, Sabrina C.

Empirically Investigating Virtual Learning Companions to Enhance Social Media Literacy Proceedings Article

In: Fulantelli, Giovanni; Burgos, Daniel; Casalino, Gabriella; Cimitile, Marta; Bosco, Giosuè Lo; Taibi, Davide (Hrsg.): Higher Education Learning Methodologies and Technologies Online, S. 345–360, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-29800-4.

Abstract | BibTeX | Schlagwörter:

787.

Taibi, Davide; Börsting, Johanna; Hoppe, Ulrich; Ognibene, Dimitri; Hernández-Leo, Davinia; Eimler, Sabrina C.; Kruschwitz, Udo

The Role of Educational Interventions in Facing Social Media Threats: Overarching Principles of the COURAGE Project Proceedings Article

In: Fulantelli, Giovanni; Burgos, Daniel; Casalino, Gabriella; Cimitile, Marta; Bosco, Giosuè Lo; Taibi, Davide (Hrsg.): Higher Education Learning Methodologies and Technologies Online, S. 315–329, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-29800-4.

Abstract | BibTeX | Schlagwörter:

786.

Ognibene, Dimitri; Wilkens, Rodrigo; Taibi, Davide; Hernández-Leo, Davinia; Kruschwitz, Udo; Donabauer, Gregor; Theophilou, Emily; Lomonaco, Francesco; Bursic, Sathya; Lobo, Rene Alejandro; Sánchez-Reina, J. Roberto; Scifo, Lidia; Schwarze, Veronica; Börsting, Johanna; Hoppe, Ulrich; Aprin, Farbod; Malzahn, Nils; Eimler, Sabrina C.

Challenging social media threats using collective well-being-aware recommendation algorithms and an educational virtual companion Artikel

In: Frontiers in Artificial Intelligence, Bd. 5, 2023, ISSN: 2624-8212.

Abstract | Links | BibTeX | Schlagwörter:

785.

Dia, Agostino Di; Riebner, Tim; Arntz, Alexander; Jansen, Marc

Prototyping a Smart Contract Application for Fair Reward Distribution in Software Development Projects Proceedings Article

In: Prieto, Javier; Martínez, Francisco Luis Benítez; Ferretti, Stefano; Guardeño, David Arroyo; Nevado-Batalla, Pedro Tomás (Hrsg.): Blockchain and Applications, 4th International Congress, S. 131–141, Springer International Publishing, Cham, 2023, ISBN: 978-3-031-21229-1.

Abstract | BibTeX | Schlagwörter:

784.

Baker, Nermeen Abou; Handmann, Uwe

E-Waste Recycling Gets Smarter with Digitalization Konferenz

10th IEEE Conference on Technologies for Sustainability (SUSTECH 2023), IEEE, Portland, Oregon USA, 2023.

BibTeX | Schlagwörter:

783.

Handmann, Uwe; Baker, Nermeen Abou

Digitalization & Circular Economy (Poster) Konferenz

HRW, 2023.

BibTeX | Schlagwörter:

2022

782.

Grün, Felix; Saif-ur-Rehman, Muhammad; Glasmachers, Tobias; Iossifidis, Ioannis

Invariance to Quantile Selection in Distributional Continuous Control Artikel

In: arXiv:2212.14262 [cs.LG], 2022.

Links | BibTeX | Schlagwörter: Artificial Intelligence (cs.AI), FOS: Computer and information sciences, I.2.6, I.2.8, Machine Learning, Machine Learning (cs.LG)

781.

Lehmler, Stephan Johann; Saif-ur-Rehman, Muhammad; Glasmachers, Tobias; Iossifidis, Ioannis

Deep transfer learning compared to subject-specific models for sEMG decoders Artikel

In: Journal of Neural Engineering, Bd. 19, Nr. 5, 2022.

Abstract | Links | BibTeX | Schlagwörter: BCI, Computational Complexity, Deep Transfer-Learning, Machine Learning, transfer learning

780.

Grün, Felix; Iossifidis, Ioannis

Exploring Distribution Parameterizations for Distributional Continuous Control Proceedings Article

In: BC22 : Computational Neuroscience & Neurotechnology Bernstein Conference 2022, BCCN Bernstein Network Computational Network, 2022.

Links | BibTeX | Schlagwörter: Machine Learning, Reinforcement learning

779.

Lehmler, Stephan Johann; Saif-ur-Rehman, Muhammad; Iossifidis, Ioannis

Modeling Subject Specfic Surface EMG Features by Means of Deep Learning Proceedings Article

In: BC22 : Computational Neuroscience & Neurotechnology Bernstein Conference 2022, BCCN Bernstein Network Computational Network, 2022.

Links | BibTeX | Schlagwörter: BCI, Machine Learning

778.

Schmidt, Marie Dominique; Iossifidis, Ioannis

Linking Muscle Activity and Motion Trajectory Proceedings Article

In: BC22 : Computational Neuroscience & Neurotechnology Bernstein Conference 2022, BCCN Bernstein Network Computational Network, 2022.

Links | BibTeX | Schlagwörter: BCI, Machine Learning

777.

Sziburis, Tim; Blex, Susanne; Iossifidis, Ioannis

A Dataset of 3D Hand Transport Trajectories Determined by Inertial Measurements from a Single Sensor Proceedings Article

In: BC22 : Computational Neuroscience & Neurotechnology Bernstein Conference 2022, BCCN Bernstein Network Computational Network, 2022.

Links | BibTeX | Schlagwörter: BCI, Machine Learning

776.

Fidencio, Aline Xavier; Klaes, Christian; Iossifidis, Ioannis

Closed-Loop Adaptation of Brain-Machine Interfaces Using Error-Related Potentials and Reinforcement Learning Proceedings Article

In: BC22 : Computational Neuroscience & Neurotechnology Bernstein Conference 2022, BCCN Bernstein Network Computational Network, 2022.

Links | BibTeX | Schlagwörter: BCI, Machine Learning

825 Einträge « 1 von 17 »