Elisabeth André - researchr alias

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Viewing Publication 1 - 100 from 473

2023

Exploring the Effect of Visual-Based Subliminal Persuasion in Public Speeches Using Explainable AI TechniquesKlaus Weber 0001, Lukas Tinnes, Tobias Huber, Elisabeth André. hci 2023: 381-397 [doi]

MultiMediate '23: Engagement Estimation and Bodily Behaviour Recognition in Social InteractionsPhilipp Müller 0001, Michal Balazia, Tobias Baur 0001, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling. mm 2023: 9640-9645 [doi]

Editorial Transactions on Affective Computing-News on the JournalElisabeth André. taffco, 14(1):1-2, January - March 2023. [doi]

Performance Exploration of RNN Variants for Recognizing Daily Life Stress Levels by Using Multimodal Physiological SignalsYekta Said Can, Elisabeth André. icmi 2023: 481-487 [doi]

Approaches, Applications, and Challenges in Physiological Emotion Recognition - A Tutorial OverviewYekta Said Can, Bhargavi Mahesh, Elisabeth André. pieee, 111(10):1287-1313, October 2023. [doi]

ReNeLiB: Real-time Neural Listening Behavior Generation for Socially Interactive AgentsDaksitha Senel Withanage Don, Philipp Müller 0001, Fabrizio Nunnari, Elisabeth André, Patrick Gebhard. icmi 2023: 507-516 [doi]

Phoneme-Based Multi-task Assessment of Affective Vocal BurstsTobias Hallmen, Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Elisabeth André. delta2 2023: 209-222 [doi]

GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual ExplanationsTobias Huber, Maximilian Demmler, Silvan Mertes, Matthew L. Olson, Elisabeth André. atal 2023: 1097-1106 [doi]

Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model EnsemblesAlexander Hustinx, Fabio Hellmann, Ömer Sümer, Behnam Javanmardi, Elisabeth André, Peter Krawitz, Tzung-Chien Hsieh. wacv 2023: 5007-5017 [doi]

ASMRcade: Interactive Audio Triggers for an Autonomous Sensory Meridian ResponseSilvan Mertes, Marcel Strobl, Ruben Schlagowski, Elisabeth André. icmi 2023: 70-78 [doi]

Towards Automated COVID-19 Presence and Severity ClassificationDominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Bernhard Bauer, Wolfgang Reif, Elisabeth André, Frank Kramer 0001. mie 2023: 917-921 [doi]

Gaze-based Attention Recognition for Human-Robot CollaborationPooja Prajod, Matteo Lavit Nicora, Matteo Malosio, Elisabeth André. petra 2023: 140-147 [doi]

Wish You Were Here: Mental and Physiological Effects of Remote Music Collaboration in Mixed RealityRuben Schlagowski, Dariia Nazarenko, Yekta Can, Kunal Gupta, Silvan Mertes, Mark Billinghurst, Elisabeth André. CHI 2023: [doi]

Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning AgentsYael Septon, Tobias Huber, Elisabeth André, Ofra Amir. paams 2023: 320-332 [doi]

REACT2023: The First Multiple Appropriate Facial Reaction Generation ChallengeSiyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur 0001, Fabien Ringeval, Elisabeth André, Hatice Gunes. mm 2023: 9620-9624 [doi]

An Overview of Affective Speech Synthesis and Conversion in the Deep Learning EraAndreas Triantafyllopoulos, Björn W. Schuller, Gökçe Iymen, Tevfik Metin Sezgin, Xiangheng He, Zijiang Yang 0007, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao. pieee, 111(10):1355-1381, October 2023. [doi]

Few-Shot Meta-Learning for Recognizing Facial Phenotypes of Genetic DisordersÖmer Sümer, Fabio Hellmann, Alexander Hustinx, Tzung-Chien Hsieh, Elisabeth André, Peter Krawitz. mie 2023: 932-936 [doi]

2022

MultiMediate'22: Backchannel Detection and Agreement Estimation in Group InteractionsPhilipp Müller 0001, Michael Dietz, Dominik Schiller, Dominike Thomas, Hali Lindsay, Patrick Gebhard, Elisabeth André, Andreas Bulling. mm 2022: 7109-7114 [doi]

How Virtual Agents Learn to Speak ExpressivelyElisabeth André. Computer, 55(4):4-5, 2022. [doi]

Editorial: Transactions on Affective Computing - Another Year in the Shade of Covid-19Elisabeth André. taffco, 13(1):1-2, 2022. [doi]

Intelligent Interaction with Autonomous Assistants in the Wild (NII Shonan Meeting 188)Yutaka Arakawa, Wolfgang Minker, Elisabeth André, Leo Wanner. shonan-reports, 2022, 2022. [doi]

Generating Personalized Behavioral Feedback for a Virtual Job Interview Training System Through Adversarial LearningAlexander Heimerl, Silvan Mertes, Tanja Schneeberger, Tobias Baur 0001, Ailin Liu, Linda Becker, Nicolas Rohleder, Patrick Gebhard, Elisabeth André. aied 2022: 679-684 [doi]

We've never been eye to eye: A Pupillometry Pipeline for the Detection of Stress and Negative Affect in Remote Working ScenariosAlexander Heimerl, Linda Becker, Dominik Schiller, Tobias Baur 0001, Fabian Wildgrube, Nicolas Rohleder, Elisabeth André. petra 2022: 486-493 [doi]

Unraveling ML Models of Emotion With NOVA: Multi-Level Explainable AI for Non-ExpertsAlexander Heimerl, Katharina Weitz, Tobias Baur 0001, Elisabeth André. taffco, 13(3):1155-1167, 2022. [doi]

Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps (Extended Abstract)Tobias Huber, Katharina Weitz, Elisabeth André, Ofra Amir. IJCAI 2022: 5747-5751 [doi]

Benchmarking Perturbation-Based Saliency Maps for Explaining Atari AgentsTobias Huber, Benedikt Limmer, Elisabeth André. frai, 5, 2022. [doi]

Adaptive Artificial PersonalitiesKathrin Janowski, Hannes Ritschel, Elisabeth André. In Birgit Lugrin, Catherine Pelachaud, David Traum, editors, The Handbook on Socially Interactive Agents:20 years of Research on Embodied Conversational Agents, Intelligent Virtual Agents, and Social Robotics Volume 2: Interactivity, Platforms, Application. pages 155-194, ACM / Morgan & Claypool, 2022. [doi]

Challenge Discussion on Socially Interactive Agents: Considerations on Social Interaction, Computational Architectures, Evaluation, and EthicsBirgit Lugrin, Catherine Pelachaud, Elisabeth André, Ruth Aylett, Timothy W. Bickmore, Cynthia Breazeal, Joost Broekens, Kerstin Dautenhahn, Jonathan Gratch, Stefan Kopp, Jacqueline Nadel, Ana Paiva 0001, Agnieszka Wykowska. In Birgit Lugrin, Catherine Pelachaud, David Traum, editors, The Handbook on Socially Interactive Agents:20 years of Research on Embodied Conversational Agents, Intelligent Virtual Agents, and Social Robotics Volume 2: Interactivity, Platforms, Application. pages 561-626, ACM / Morgan & Claypool, 2022. [doi]

GANterfactual - Counterfactual Explanations for Medical Non-experts Using Generative Adversarial LearningSilvan Mertes, Tobias Huber, Katharina Weitz, Alexander Heimerl, Elisabeth André. frai, 5:825565, 2022. [doi]

On the Generalizability of ECG-based Stress Detection ModelsPooja Prajod, Elisabeth André. icmla 2022: 549-554 [doi]

Using Explainable AI to Identify Differences Between Clinical and Experimental Pain Detection Models Based on Facial ExpressionsPooja Prajod, Tobias Huber, Elisabeth André. mmm 2022: 311-322 [doi]

Bridging the Gap: End-to-End Domain Adaptation for Emotional Vocalization Classification using Adversarial LearningDominik Schiller, Silvan Mertes, Pol van Rijn, Elisabeth André. mm 2022: 95-100 [doi]

Flow with the Beat! Human-Centered Design of Virtual Environments for Musical Creativity Support in VRRuben Schlagowski, Fabian Wildgrube, Silvan Mertes, Ceenu George, Elisabeth André. candc 2022: 428-442 [doi]

Jamming in MR: Towards Real-Time Music Collaboration in Mixed RealityRuben Schlagowski, Kunal Gupta, Silvan Mertes, Mark Billinghurst, Susanne Metzner, Elisabeth André. vr 2022: 854-855 [doi]

VoiceMe: Personalized voice generation in TTSPol van Rijn, Silvan Mertes, Dominik Schiller, Piotr Dura, Hubert Siuzdak, Peter M. C. Harrison, Elisabeth André, Nori Jacoby. interspeech 2022: 2588-2592 [doi]

2021

MultiMediate: Multi-modal Group Behaviour Analysis for Artificial MediationPhilipp Müller 0001, Michael Dietz, Dominik Schiller, Dominike Thomas, Guanhua Zhang, Patrick Gebhard, Elisabeth André, Andreas Bulling. mm 2021: 4878-4882 [doi]

Deep Learning for Mobile Mental Health: Challenges and recent advancesJing Han 0010, Zixing Zhang 0001, Cecilia Mascolo, Elisabeth André, Jianhua Tao, Ziping Zhao 0001, Björn W. Schuller. spm, 38(6):96-105, 2021. [doi]

Leveraging Deep Learning for Mental Health PromotionElisabeth André. delta2 2021: 11

Socially Interactive Artificial Intelligence: Past, Present and FutureElisabeth André. icmi 2021: 4 [doi]

Editorial: Transactions on Affective Computing - Affective Computing in the Times of PandemicsElisabeth André. taffco, 12(1):1, 2021. [doi]

Can Artificial Intelligence Detect Good (or Bad) Chemistry Between People?Elisabeth André. Computer, 54(1):16-17, 2021. [doi]

A Prototypical Network Approach for Evaluating Generated Emotional SpeechAlice Baird, Silvan Mertes, Manuel Milling, Lukas Stappen, Thomas Wiest, Elisabeth André, Björn W. Schuller. interspeech 2021: 3161-3165 [doi]

Conception d'interactions virtuelles et tangibles pour apprendre la collaboration motrice à des enfants avec Trouble du Spectre de l'Autisme: Design of virtual and tangible interaction to learn motor collaboration to children with ASDTom Giraud, Brian Ravenet, Jacqueline Nadel, Chi-Tai Dang, Elise Prigent, Gael Poli, Elisabeth André, Jean-Claude Martin. ihm 2021: [doi]

"Can you help me move this over there?": training children with ASD to joint action through tangible interaction and virtual agentTom Giraud, Brian Ravenet, Chi-Tai Dang, Jacqueline Nadel, Elise Prigent, Gael Poli, Elisabeth André, Jean-Claude Martin. tei 2021: [doi]

"An Error Occurred!" - Trust Repair With Virtual Robot Using Levels of Mistake ExplanationKasper Hald, Katharina Weitz, Elisabeth André, Matthias Rehm. hai 2021: 218-226 [doi]

Teaching Ethics as a Creative Subject: Ideas From an Interdisciplinary WorkshopLuke Haliburton, Alexander Heimerl, Stephanie Böhme, Elisabeth André, Albrecht Schmidt 0001, Andrew L. Kun. pervasive, 20(3):68-71, 2021. [doi]

Deformable Dilated Faster R-CNN for Universal Lesion Detection in CT ImagesFabio Hellmann, Zhao Ren, Elisabeth André, Björn W. Schuller. embc 2021: 2896-2902 [doi]

Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content GenerationTobias Huber, Silvan Mertes, Stanislava Rangelova, Simon Flutura, Elisabeth André. ssci 2021: 1-8 [doi]

Local and global explanations of agent behavior: Integrating strategy summaries with saliency mapsTobias Huber, Katharina Weitz, Elisabeth André, Ofra Amir. ai, 301:103571, 2021. [doi]

Social Signals and Multimedia: Past, Present, FutureHayley Hung, Cathal Gurrin, Martha A. Larson, Hatice Gunes, Fabien Ringeval, Elisabeth André, Louis-Philippe Morency. mm 2021: 4610-4612 [doi]

Socially-Aware Personality AdaptationThomas Kiderle, Hannes Ritschel, Kathrin Janowski, Silvan Mertes, Florian Lingenfelser, Elisabeth André. acii 2021: 1-8 [doi]

Continuous Emotions: Exploring Label Interpolation in Conditional Generative Adversarial Networks for Face GenerationSilvan Mertes, Florian Lingenfelser, Thomas Kiderle, Michael Dietz, Lama Diab, Elisabeth André. delta2 2021: 132-139 [doi]

Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial NetworksSilvan Mertes, Dominik Schiller, Florian Lingenfelser, Thomas Kiderle, Valentin Kroner, Lama Diab, Elisabeth André. delta2 2023: 67-87 [doi]

Alternative Data Augmentation for Industrial Monitoring Using Adversarial LearningSilvan Mertes, Andreas Margraf, Steffen Geinitz, Elisabeth André. delta2 2023: 1-23 [doi]

On the Potential of Modular Voice Conversion for Virtual AgentsSilvan Mertes, Thomas Kiderle, Ruben Schlagowski, Florian Lingenfelser, Elisabeth André. acii 2021: 1-7 [doi]

A human-driven control architecture for promoting good mental health in collaborative robot scenariosMatteo Lavit Nicora, Elisabeth André, Daniel Berkmans, Claudia Carissoli, Tiziana D'Orazio, Antonella Delle Fave, Patrick Gebhard, Roberto Marani, Robert Mihai Mira, Luca Negri, Fabrizio Nunnari, Alberto Peña Fernandez, Alessandro Scano, Gianluigi Reni, Matteo Malosio. ro-man 2021: 285-291 [doi]

Do You Mind if I Pass Through? Studying the Appropriate Robot Behavior when Traversing two Conversing People in a Hallway SettingBjörn Petrak, Gundula Sopper, Katharina Weitz, Elisabeth André. ro-man 2021: 369-375 [doi]

To Move or Not to Move? Social Acceptability of Robot Proxemics Behavior Depending on User EmotionBjörn Petrak, Julia G. Stapels, Katharina Weitz, Friederike Eyssel, Elisabeth André. ro-man 2021: 975-982 [doi]

EVA 2.0: Emotional and rational multimodal argumentation between virtual agentsNiklas Rach, Klaus Weber 0001, Yuchi Yang, Stefan Ultes, Elisabeth André, Wolfgang Minker. it, 63(1):17-30, 2021. [doi]

Implementing Parallel and Independent Movements for a Social Robot's Affective ExpressionsHannes Ritschel, Thomas Kiderle, Elisabeth André. acii 2021: 1-4 [doi]

Analysis by Synthesis: Using an Expressive TTS Model as Feature Extractor for Paralinguistic Speech ClassificationDominik Schiller, Silvan Mertes, Pol van Rijn, Elisabeth André. interspeech 2021: 486-490 [doi]

Taming the Chaos: Exploring Graphical Input Vector Manipulation User Interfaces for GANs in a Musical ContextRuben Schlagowski, Silvan Mertes, Elisabeth André. audio 2021: 216-223 [doi]

Towards a Deeper Modeling of Emotions: The Deep Method and its Application on ShameTanja Schneeberger, Mirella Hladký, Ann-Kristin Thurner, Jana Volkert, Alexander Heimerl, Tobias Baur 0001, Elisabeth André, Patrick Gebhard. acii 2021: 1-8 [doi]

Intelligent Signal Processing for Affective Computing [From the Guest Editors]Björn W. Schuller, Rosalind W. Picard, Elisabeth André, Jonathan Gratch, Jianhua Tao. spm, 38(6):9-11, 2021. [doi]

Multi-Modal Pain Intensity Recognition Based on the SenseEmotion DatabasePatrick Thiam, Viktor Kessler, Mohammadreza Amirian, Peter Bellmann, Georg Layher, Yan Zhang 0054, Maria Velana, Sascha Gruss, Steffen Walter 0001, Harald C. Traue, Daniel Schork, Jonghwa Kim 0001, Elisabeth André, Heiko Neumann, Friedhelm Schwenker. taffco, 12(3):743-760, 2021. [doi]

Exploring Emotional Prototypes in a High Dimensional TTS Latent SpacePol van Rijn, Silvan Mertes, Dominik Schiller, Peter M. C. Harrison, Pauline Larrouy-Maestri, Elisabeth André, Nori Jacoby. interspeech 2021: 3870-3874 [doi]

"It's our fault!": Insights Into Users' Understanding and Interaction With an Explanatory Collaborative Dialog SystemKatharina Weitz, Lindsey Vanderlyn, Ngoc Thang Vu, Elisabeth André. conll 2022: 1-16 [doi]

Demystifying Artificial Intelligence for End-Users: Findings from a Participatory Machine Learning ShowKatharina Weitz, Ruben Schlagowski, Elisabeth André. ki 2021: 257-270 [doi]

"Let me explain!": exploring the potential of virtual agents in explainable AI interaction designKatharina Weitz, Dominik Schiller, Ruben Schlagowski, Tobias Huber, Elisabeth André. jmui, 15(2):87-98, 2021. [doi]

User Experience for Multi-Device Ecosystems: Challenges and OpportunitiesRu Zhang, Yuanchun Shi, Björn W. Schuller, Elisabeth André, Sharon L. Oviatt, Aaron Quigley, Nicolai Marquardt, Ilhan Aslan, Ran Ju. CHI 2021: [doi]

2020

Towards Demystifying Subliminal Persuasiveness: Using XAI-Techniques to Highlight Persuasive Markers of Public SpeechesKlaus Weber 0001, Lukas Tinnes, Tobias Huber, Alexander Heimerl, Marc-Leon Reinecker, Eva Pohlen, Elisabeth André. atal 2020: 113-128 [doi]

Predicting Persuasive Effectiveness for Multimodal Behavior Adaptation using Bipolar Weighted Argument GraphsKlaus Weber 0001, Kathrin Janowski, Niklas Rach, Katharina Weitz, Wolfgang Minker, Stefan Ultes, Elisabeth André. atal 2020: 1476-1484 [doi]

How to Win ArgumentsKlaus Weber 0001, Niklas Rach, Wolfgang Minker, Elisabeth André. dbsk, 20(2):161-169, 2020. [doi]

A Generic Human-Machine Annotation Framework Based on Dynamic Cooperative LearningYue Zhang 0014, Andrea Michi, Johannes Wagner 0001, Elisabeth André, Björn W. Schuller, Felix Weninger. tcyb, 50(3):1230-1239, 2020. [doi]

Transactions on Affective Computing - Celebrating the 10th Year of PublicationElisabeth André. taffco, 11(1):1-2, 2020. [doi]

Is Artificial Intelligence Able to Help With Pain Assessment?Elisabeth André. Computer, 53(7):7-8, 2020. [doi]

PiHearts: Resonating Experiences of Self and Others Enabled by a Tangible Somaesthetic DesignIlhan Aslan, Andreas Seiderer, Chi-Tai Dang, Simon Rädler, Elisabeth André. icmi 2020: 433-441 [doi]

NOVA: A Tool for Explanatory Multimodal Behavior Analysis and Its Application to PsychotherapyTobias Baur, Sina Clausen, Alexander Heimerl, Florian Lingenfelser, Wolfgang Lutz, Elisabeth André. mmm 2020: 577-588 [doi]

eXplainable Cooperative Machine Learning with NOVATobias Baur, Alexander Heimerl, Florian Lingenfelser, Johannes Wagner 0001, Michel F. Valstar, Björn W. Schuller, Elisabeth André. ki, 34(2):143-164, 2020. [doi]

Exploring Ambient Air Quality Notifications for Smart RoomsChi-Tai Dang, Ilhan Aslan, Andreas Seiderer, Elisabeth André. goodtechs 2020: 102-107 [doi]

Interactive Machine Learning and Explainability in Mobile Classification of Forest-AestheticsSimon Flutura, Andreas Seiderer, Tobias Huber, Katharina Weitz, Ilhan Aslan, Ruben Schlagowski, Elisabeth André, Joachim Rathmann. goodtechs 2020: 90-95 [doi]

A Transparent Framework towards the Context-Sensitive Recognition of Conversational EngagementAlexander Heimerl, Tobias Baur 0001, Elisabeth André. ecai 2020: 7-16 [doi]

Data Augmentation for Semantic Segmentation in the Context of Carbon Fiber Defect Detection using Adversarial LearningSilvan Mertes, Andreas Margraf, Christoph Kommer, Steffen Geinitz, Elisabeth André. delta2 2020: 59-67 [doi]

An Evolutionary-based Generative Approach for Audio Data AugmentationSilvan Mertes, Alice Baird, Dominik Schiller, Björn W. Schuller, Elisabeth André. mmsp 2020: 1-6 [doi]

Gender Differences in Simulation Sickness in Static vs. Moving Platform VR Automated Driving SimulationStanislava Rangelova, Karolin Rehm, Sarah Diefenbach, Daniel Motus, Elisabeth André. hci 2020: 146-165 [doi]

Multimodal Joke Generation and Paralinguistic Personalization for a Socially-Aware RobotHannes Ritschel, Thomas Kiderle, Klaus Weber 0001, Florian Lingenfelser, Tobias Baur, Elisabeth André. paams 2020: 278-290 [doi]

Relevance-Based Data Masking: A Model-Agnostic Transfer Learning Approach for Facial Expression RecognitionDominik Schiller, Tobias Huber, Michael Dietz, Elisabeth André. fcomp, 2:6, 2020. [doi]

Development of a Privacy-By-Design Speech Assistant Providing Nutrient Information for German SeniorsAndreas Seiderer, Hannes Ritschel, Elisabeth André. goodtechs 2020: 114-119 [doi]

Legal and Ethical Challenges in Multimedia ResearchVivek K. Singh, Elisabeth André, Susanne Boll, Mireille Hildebrandt, David A. Shamma. ieeemm, 27(2):46-54, 2020. [doi]

Synthesising Expressive Speech - Which Synthesiser for VOCAs?Jan-Oliver Wülfing, Chi-Tai Dang, Elisabeth André. TSD 2020: 397-408 [doi]

2019

Socially-Aware User Interfaces: Can Genuine Sensitivity Be Learnt at all?Elisabeth André. icmi 2019: 5 [doi]

Of Smarthomes, IoT Plants, and Implicit Interaction DesignBjörn Bittner, Ilhan Aslan, Chi-Tai Dang, Elisabeth André. tei 2019: 145-154 [doi]

Towards Somaesthetic Smarthome Designs: Exploring Potentials and Limitations of an Affective MirrorChi-Tai Dang, Ilhan Aslan, Florian Lingenfelser, Tobias Baur, Elisabeth André. iot 2019: [doi]

Designing the Impression of Social Agents' Real-time Interruption HandlingPatrick Gebhard, Tanja Schneeberger, Gregor Mehlmann, Tobias Baur, Elisabeth André. iva 2019: 19-21 [doi]

Designing a Mobile Social and Vocational Reintegration Assistant for Burn-out Outpatient TreatmentPatrick Gebhard, Tanja Schneeberger, Michael Dietz, Elisabeth André, Nida ul Habib Bajwa. iva 2019: 13-15 [doi]

Exploration of Physiological Signals Using Different Locomotion Techniques in a VR Adventure GameStanislava Rangelova, Simon Flutura, Tobias Huber, Daniel Motus, Elisabeth André. hci 2019: 601-616 [doi]

PARLEY: a transparent virtual social agent training interfaceTanja Schneeberger, Patrick Gebhard, Tobias Baur, Elisabeth André. IUI 2019: 35-36 [doi]

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