Michael Neumann
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
40
Venues
17
Active years
2011–2025
Best venue rank
A*
Where they publish
Papers
40 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICRA | Towards Autonomous Verification: Integrating Cognitive AI and Semantic Digital Twins in Medical Robotics. | Patrick Mania, Michael Neumann, Franklin Kenghagho Kenfack, Michael Beetz |
| 2025 | Interspeech | Multimodal Speech-Based Biomarkers Outperform the ALS Functional Rating Scale in Predicting Individual Disease Progression in ALS. | Hardik Kothare, Michael Neumann, Vikram Ramanarayanan |
| 2025 | Interspeech | An Exploration of Interpretable Deep Learning Models for the Assessment of Mild Cognitive Impairment. | Emma Cathrine Liisborg Leschly, Oliver Roesler, Michael Neumann, Jackson Liscombe, Abhishek Hosamath, Lakshmi Arbatti, Line H. Clemmensen, Melanie Ganz, Vikram Ramanarayanan |
| 2025 | Interspeech | Multimodal Speech, Language and Orofacial Analysis for Remote Assessment of Positive, Negative and Cognitive Symptoms in Schizophrenia. | Michael Neumann, Hardik Kothare, Beverly Insel, Anzalee Khan, Danyah Nadim, Jean-Pierre Lindenmayer, Vikram Ramanarayanan |
| 2025 | Interspeech | Accessible Real-time Eye-gaze Tracking for Neurocognitive Health Assessment: A Multimodal Web-based Approach. | Daniel Tisdale, Jackson Liscombe, David Pautler, Michael Neumann, Vikram Ramanarayanan |
| 2025 | WEBIST | "We Need to Analyze Students GenAI Use": Towards an AI Adoption Framework for Higher Education. | Lasse Bischof, Eva-Maria Schn, Maria Rauschenberger, Michael Neumann |
| 2025 | WEBIST | A Case Study on Using Generative AI in Literature Reviews: Use Cases, Benefits, and Challenges. | Eva-Maria Schn, Jessica Kollmorgen, Michael Neumann, Maria Rauschenberger |
| 2024 | AAAI | Towards remote differential diagnosis of mental and neurological disorders using automatically extracted speech and facial features. | Vanessa Richter, Michael Neumann, Vikram Ramanarayanan |
| 2024 | EASE | What You Use is What You Get: Unforced Errors in Studying Cultural Aspects in Agile Software Development. | Michael Neumann, Klaus Schmid, Lars Baumann |
| 2024 | ICRA | Perception through Cognitive Emulation : "A Second Iteration of NaivPhys4RP for Learningless and Safe Recognition and 6D-Pose Estimation of (Transparent) Objects". | Franklin Kenghagho Kenfack, Michael Neumann, Patrick Mania, Michael Beetz |
| 2024 | Interspeech | How Consistent are Speech-Based Biomarkers in Remote Tracking of ALS Disease Progression Across Languages? A Case Study of English and Dutch. | Hardik Kothare, Michael Neumann, Cathy Zhang, Jackson Liscombe, Jordi W. J. van Unnik, Lianne C. M. Botman, Leonard H. van den Berg, Ruben P. A van Eijk, Vikram Ramanarayanan |
| 2024 | Interspeech | Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences. | Michael Neumann, Hardik Kothare, Jackson Liscombe, Emma C. L. Leschly, Oliver Roesler, Vikram Ramanarayanan |
| 2024 | Interspeech | Towards Scalable Remote Assessment of Mild Cognitive Impairment Via Multimodal Dialog. | Oliver Roesler, Jackson Liscombe, Michael Neumann, Hardik Kothare, Abhishek Hosamath, Lakshmi Arbatti, Doug Habberstad, Christiane Suendermann-Oeft, Meredith Bartlett, Cathy Zhang, Nikhil Sukhdev, Kolja Wilms, Anusha Badathala, Sandrine Istas, Steve Ruhmel, Bryan Hansen, Madeline Hannan, David Henley, Arthur W. Wallace, Ira Shoulson, David Suendermann-Oeft, Vikram Ramanarayanan |
| 2024 | SAC | Navigating Cultural Diversity: Barriers and Benefits in Multicultural Agile Software Development Teams. | Daniel Welsch, Luisa Burk, David Mtefindt, Michael Neumann |
| 2023 | Interspeech | Responsiveness, Sensitivity and Clinical Utility of Timing-Related Speech Biomarkers for Remote Monitoring of ALS Disease Progression. | Hardik Kothare, Michael Neumann, Jackson Liscombe, Jordan R. Green, Vikram Ramanarayanan |
| 2023 | Interspeech | A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication. | Michael Neumann, Hardik Kothare, Doug Habberstad, Vikram Ramanarayanan |
| 2023 | Interspeech | Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis. | Michael Neumann, Hardik Kothare, Vikram Ramanarayanan |
| 2023 | Interspeech | When Words Speak Just as Loudly as Actions: Virtual Agent Based Remote Health Assessment Integrating What Patients Say with What They Do. | Vikram Ramanarayanan, David Pautler, Lakshmi Arbatti, Abhishek Hosamath, Michael Neumann, Hardik Kothare, Oliver Roesler, Jackson Liscombe, Andrew Cornish, Doug Habberstad, Vanessa Richter, David Fox, David Suendermann-Oeft, Ira Shoulson |
| 2023 | Interspeech | Remote Assessment for ALS using Multimodal Dialog Agents: Data Quality, Feasibility and Task Compliance. | Vanessa Richter, Michael Neumann, Jordan R. Green, Brian Richburg, Oliver Roesler, Hardik Kothare, Vikram Ramanarayanan |
| 2023 | SAC | Which Challenges Do Exist With Agile Culture in Practice? | Thorben Kuchel, Michael Neumann, Philipp Diebold, Eva-Maria Schn |
| 2022 | FIE | Bringing Agility to the Classroom: Integrating Professional Scrum Trainings to an Undergraduate IT Project Management Course. | Michael Neumann, Lars Baumann |
| 2022 | IAS | Semantic Classification in Uncolored 3D Point Clouds Using Multiscale Features. | Michael Neumann, Dorit Borrmann, Andreas Nchter |
| 2022 | ICMI | Towards Multimodal Dialog-Based Speech & Facial Biomarkers of Schizophrenia. | Vanessa Richter, Michael Neumann, Hardik Kothare, Oliver Roesler, Jackson Liscombe, David Suendermann-Oeft, Sebastian Prokop, Anzalee Khan, Christian Yavorsky, Jean-Pierre Lindenmayer, Vikram Ramanarayanan |
| 2022 | ICMI | Exploring Facial Metric Normalization For Within- and Between-Subject Comparisons in a Multimodal Health Monitoring Agent. | Oliver Roesler, Hardik Kothare, William Burke, Michael Neumann, Jackson Liscombe, Andrew Cornish, Doug Habberstad, David Pautler, David Suendermann-Oeft, Vikram Ramanarayanan |
| 2022 | Interspeech | Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment. | Hardik Kothare, Michael Neumann, Jackson Liscombe, Oliver Roesler, William Burke, Andrew Exner, Sandy Snyder, Andrew Cornish, Doug Habberstad, David Pautler, David Suendermann-Oeft, Jessica Huber, Vikram Ramanarayanan |
| 2021 | CoNLL | "It seemed like an annoying woman": On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents. | Lindsey Vanderlyn, Gianna Weber, Michael Neumann, Dirk Vth, Sarina Meyer, Ngoc Thang Vu |
| 2021 | FIE | Agile Methods in Higher Education: Adapting and Using eduScrum with Real World Projects. | Michael Neumann, Lars Baumann |
| 2021 | Interspeech | Investigating the Interplay Between Affective, Phonatory and Motoric Subsystems in Autism Spectrum Disorder Using a Multimodal Dialogue Agent. | Hardik Kothare, Vikram Ramanarayanan, Oliver Roesler, Michael Neumann, Jackson Liscombe, William Burke, Andrew Cornish, Doug Habberstad, Alaa Sakallah, Sara Markuson, Seemran Kansara, Afik Faerman, Yasmine Bensidi-Slimane, Laura Fry, Saige Portera, David Suendermann-Oeft, David Pautler, Carly Demopoulos |
| 2021 | Interspeech | Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale. | Michael Neumann, Oliver Roesler, Jackson Liscombe, Hardik Kothare, David Suendermann-Oeft, David Pautler, Indu Navar, Aria Anvar, Jochen Kumm, Raquel Norel, Ernest Fraenkel, Alexander V. Sherman, James D. Berry, Gary L. Pattee, Jun Wang, Jordan R. Green, Vikram Ramanarayanan |
| 2021 | IROS | Imagination-enabled Robot Perception. | Patrick Mania, Franklin Kenghagho Kenfack, Michael Neumann, Michael Beetz |
| 2020 | ACL | ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents. | Chia-Yu Li, Daniel Ortega, Dirk Vth, Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz Vlkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic, Ngoc Thang Vu |
| 2020 | AVI | ClaVis: An Interactive Visual Comparison System for Classifiers. | Frank Heyen, Tanja Munz, Michael Neumann, Daniel Ortega, Ngoc Thang Vu, Daniel Weiskopf, Michael Sedlmair |
| 2020 | Interspeech | Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology. | Vikram Ramanarayanan, Oliver Roesler, Michael Neumann, David Pautler, Doug Habberstad, Andrew Cornish, Hardik Kothare, Vignesh Murali, Jackson Liscombe, Dirk Schnelle-Walka, Patrick L. Lange, David Suendermann-Oeft |
| 2019 | ICASSP | Improving Speech Emotion Recognition with Unsupervised Representation Learning on Unlabeled Speech. | Michael Neumann, Ngoc Thang Vu |
| 2019 | Interspeech | CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition. | Fang Bao, Michael Neumann, Ngoc Thang Vu |
| 2019 | IVA | NEMSI: A Multimodal Dialog System for Screening of Neurological or Mental Conditions. | David Suendermann-Oeft, Amanda Robinson, Andrew Cornish, Doug Habberstad, David Pautler, Dirk Schnelle-Walka, Franziska Haller, Jackson Liscombe, Michael Neumann, Mike Merrill, Oliver Roesler, Renko Geffarth |
| 2018 | ICASSP | CRoss-lingual and Multilingual Speech Emotion Recognition on English and French. | Michael Neumann, Ngoc Thang Vu |
| 2017 | Interspeech | Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. | Michael Neumann, Ngoc Thang Vu |
| 2013 | KI | Towards Continuous Knowledge Representations in Episodic and Collaborative Decision Making. | Joachim Baumeister, Albrecht Striffler, Marc Brandt, Michael Neumann |
| 2011 | SIMULTECH | Multi-scale Production System Modelling - Motivation - Concepts - Method. | Michael Neumann, Carmen Constantinescu |