Michael Neumann

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 69

Top Topics

Agile Software Development

Emotion Recognition

Conversational Agents

Disease Progression

Top Venues

Publications

Michael Neumann, Hardik Kothare, Vikram Ramanarayanan
Multimodal speech biomarkers for remote monitoring of ALS disease progression. Comput. Biol. Medicine 180 (2024)
Cecilia Engels, Jori Kern, Zdenka Dudová, Noemi Deppenwiese, Alexander Kiel, Björn Kroll, Tobias Kussel, Christina Schüttler, Radovan Tomásik, Michael Hummel, Martin Breu, David Croft, Christoph Dolch, Petra Duhm-Harbeck, Lars Ebert, Cäcilia Engels, Ann-Kristin Kock-Schoppenhauer, John Linde, Christian Maier, Michael Neumann, Matthias Öfelein, Matthias Rambow, Susanne Sahr, Florian Stampe, Deniz Tas, Hannes Ulrich, Martin Lablans, Hans-Ulrich Prokosch
The sample locator: A federated search tool for biosamples and associated data in Europe using HL7 FHIR. Comput. Biol. Medicine 180 (2024)
Michael Neumann, Thorben Kuchel, Philipp Diebold, Eva-Maria Schön
Agile Culture Clash: Unveiling Challenges in Cultivating an Agile Mindset in Organizations. CoRR (2024)
Michael Neumann, Philipp Diebold
Towards A Double-Edged Sword: Modelling the Impact in Agile Software Development. CoRR (2024)
Michael Neumann, Klaus Schmid, Lars Baumann
What You Use is What You Get: Unforced Errors in Studying Cultural Aspects in Agile Software Development. CoRR (2024)
Vanessa Richter, Michael Neumann, Vikram Ramanarayanan
Towards remote differential diagnosis of mental and neurological disorders using automatically extracted speech and facial features. ML4CMH@AAAI (2024)
Franklin Kenghagho Kenfack, Michael Neumann, Patrick Mania, Michael Beetz
Perception through Cognitive Emulation : "A Second Iteration of NaivPhys4RP for Learningless and Safe Recognition and 6D-Pose Estimation of (Transparent) Objects". ICRA (2024)
Michael Neumann, Thorben Kuchel, Philipp Diebold, Eva-Maria Schön
Agile culture clash: Unveiling challenges in cultivating an agile mindset in organizations. Comput. Sci. Inf. Syst. 21 (3) (2024)
Kevin Phong Pham, Michael Neumann
How to Measure Performance in Agile Software Development? A Mixed-Method Study. CoRR (2024)
Daniel Welsch, Luisa Burk, David Mötefindt, Michael Neumann
Navigating Cultural Diversity: Barriers and Benefits in Multicultural Agile Software Development Teams. SAC (2024)
Michael Neumann, Klaus Schmid, Lars Baumann
What You Use is What You Get: Unforced Errors in Studying Cultural Aspects in Agile Software Development. EASE (2024)
Daniel Welsch, Luisa Burk, David Mötefindt, Michael Neumann
Navigating Cultural Diversity: Barriers and Potentials in Multicultural Agile Software Development Teams. CoRR (2023)
Michael Neumann, Hardik Kothare, Doug Habberstad, Vikram Ramanarayanan
A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication. INTERSPEECH (2023)
Michael Neumann, Maria Rauschenberger, Eva-Maria Schön
"We Need To Talk About ChatGPT": The Future of AI and Higher Education. SEENG (2023)
Thorben Kuchel, Michael Neumann, Philipp Diebold, Eva-Maria Schön
Which Challenges Do Exist With Agile Culture in Practice? SAC (2023)
Michael Neumann, Hardik Kothare, Vikram Ramanarayanan
Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis. INTERSPEECH (2023)
Vanessa Richter, Michael Neumann, Jordan R. Green, Brian Richburg, Oliver Roesler, Hardik Kothare, Vikram Ramanarayanan
Remote Assessment for ALS using Multimodal Dialog Agents: Data Quality, Feasibility and Task Compliance. INTERSPEECH (2023)
Anton Batliner, Michael Neumann, Felix Burkhardt, Alice Baird, Sarina Meyer, Ngoc Thang Vu, Björn W. Schuller
Ethical Awareness in Paralinguistics: A Taxonomy of Applications. Int. J. Hum. Comput. Interact. 39 (9) (2023)
Hardik Kothare, Michael Neumann, Jackson Liscombe, Jordan R. Green, Vikram Ramanarayanan
Responsiveness, Sensitivity and Clinical Utility of Timing-Related Speech Biomarkers for Remote Monitoring of ALS Disease Progression. INTERSPEECH (2023)
Eva-Maria Schön, Michael Neumann, Christina Hofmann-Stölting, Ricardo Baeza-Yates, Maria Rauschenberger
How are AI assistants changing higher education? Frontiers Comput. Sci. 5 (2023)
Michael Neumann, Klaus Schmid, Lars Baumann
Characterizing The Impact of Culture on Agile Methods: The MoCA Model. ICSSP (2023)
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
When Words Speak Just as Loudly as Actions: Virtual Agent Based Remote Health Assessment Integrating What Patients Say with What They Do. INTERSPEECH (2023)
Michael Neumann, Klaus Schmid, Lars Baumann
Characterizing The Impact of Culture on Agile Methods: The MoCA Model. CoRR (2023)
Hardik Kothare, Oliver Roesler, William Burke, Michael Neumann, Jackson Liscombe, Andrew Exner, Sandy Snyder, Andrew Cornish, Doug Habberstad, David Pautler, David Suendermann-Oeft, Jessica Huber, Vikram Ramanarayanan
Speech, Facial and Fine Motor Features for Conversation-Based Remote Assessment and Monitoring of Parkinson's Disease. EMBC (2022)
Lisa Rometsch, Richard Wegner, Florian Brusch, Michael Neumann, Lukas Linke
Kontextfaktoren guter Remote-Arbeit - Eine Fallstudie bei Otto. Wirtschaftsinformatik Manag. 14 (4) (2022)
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
Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment. INTERSPEECH (2022)
Lisa Rometsch, Richard Wegner, Florian Brusch, Michael Neumann, Lukas Linke
When is Good Good Enough? Context Factors for Good Remote Work of Agile Software Development Teams. The Otto Case. CoRR (2022)
Franklin Kenghagho Kenfack, Michael Neumann, Patrick Mania, Toni Tan, Feroz Ahmed Siddiky, René Weller, Gabriel Zachmann, Michael Beetz
NaivPhys4RP - Towards Human-like Robot Perception "Physical Reasoning based on Embodied Probabilistic Simulation". Humanoids (2022)
Oliver Roesler, Hardik Kothare, William Burke, Michael Neumann, Jackson Liscombe, Andrew Cornish, Doug Habberstad, David Pautler, David Suendermann-Oeft, Vikram Ramanarayanan
Exploring Facial Metric Normalization For Within- and Between-Subject Comparisons in a Multimodal Health Monitoring Agent. ICMI Companion (2022)
Michael Neumann
The Integrated List of Agile Practices - A Tertiary Study. LASD (2022)
Christian Sanden, Kira Karnowski, Marvin Steinke, Michael Neumann, Lukas Linke
Die Einflüsse von Arbeitsbelastung auf die Arbeitsqualität agiler Software-Entwicklungsteams. CoRR (2022)
Christian Sanden, Kira Karnowski, Marvin Steinke, Michael Neumann, Lukas Linke
Die Einflüsse von Arbeitsbelastung auf die Arbeitsqualität agiler Software-Entwicklungsteams. HMD Prax. Wirtsch. 59 (4) (2022)
Michael Neumann, Yevgen Bogdanov
The Impact of Covid 19 on Agile Software Development: A Systematic Literature Review. HICSS (2022)
Julia Topp, Jan Hendrik Hille, Michael Neumann, David Mötefindt
How a 4-Day Work Week and Remote Work Affect Agile Software Development Teams. LASD (2022)
Vanessa Richter, Michael Neumann, Hardik Kothare, Oliver Roesler, Jackson Liscombe, David Suendermann-Oeft, Sebastian Prokop, Anzalee Khan, Christian Yavorsky, Jean-Pierre Lindenmayer, Vikram Ramanarayanan
Towards Multimodal Dialog-Based Speech & Facial Biomarkers of Schizophrenia. ICMI Companion (2022)
Thorben Kuchel, Michael Neumann, Philipp Diebold, Eva-Maria Schön
Key Challenges with Agile Culture - A Survey among Practitioners. CoRR (2022)
Michael Neumann, Dorit Borrmann, Andreas Nüchter
Semantic Classification in Uncolored 3D Point Clouds Using Multiscale Features. IAS (2022)
Michael Neumann, Yevgen Bogdanov, Senol Sager
The Covid 19 Pandemic and its Effects on Agile Software Development. ICSIM (2022)
Jonas Ruhe, Michael Neumann, Annette Heberlein
Nutzerzentrierung in der öffentlichen Verwaltung: Welche Potenziale bietet Design Thinking? Wirtschaftsinformatik Manag. 14 (6) (2022)
Michael Neumann, Lars Baumann
Bringing Agility to the Classroom: Integrating Professional Scrum Trainings to an Undergraduate IT Project Management Course. FIE (2022)
Kawaljit Singh Gill, Lale Eden, Özgür Sengül, Michael Neumann, Lukas Linke
Agile Software-Entwicklung & Remote Work: Auswirkungen auf die Interaktion und Autonomie agiler Teams. PVM (2022)
Michael Neumann
The Integrated List of Agile Practices - A Tertiary Study. CoRR (2021)
Patrick Mania, Franklin Kenghagho Kenfack, Michael Neumann, Michael Beetz
Imagination-enabled Robot Perception. IROS (2021)
Julia Topp, Jan Hendrik Hille, Michael Neumann, David Mötefindt
How a 4-day Work Week affects Agile Software Development Teams. CoRR (2021)
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
Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale. CoRR (2021)
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
Investigating the Interplay Between Affective, Phonatory and Motoric Subsystems in Autism Spectrum Disorder Using a Multimodal Dialogue Agent. Interspeech (2021)
Michael Neumann, Ngoc Thang Vu
Investigations on audiovisual emotion recognition in noisy conditions. SLT (2021)
Lindsey Vanderlyn, Gianna Weber, Michael Neumann, Dirk Väth, Sarina Meyer, Ngoc Thang Vu
"It seemed like an annoying woman": On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents. CoNLL (2021)
Michael Neumann, Lars Baumann
Agile Methods in Higher Education: Adapting and Using eduScrum with Real World Projects. FIE (2021)
Michael Neumann, Yevgen Bogdanov, Martin Lier, Lars Baumann
The Sars-Cov-2 Pandemic and Agile Methodologies in Software Development: A Multiple Case Study in Germany. LASD (2021)
Michael Neumann, Lars Baumann
Agile Methods in Higher Education: Adapting and Using eduScrum with Real World Projects. CoRR (2021)
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
Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale. Interspeech (2021)
Michael Neumann, Ngoc Thang Vu
Investigations on Audiovisual Emotion Recognition in Noisy Conditions. CoRR (2021)
Patrick Mania, Franklin Kenghagho Kenfack, Michael Neumann, Michael Beetz
Imagination-enabled Robot Perception. CoRR (2020)
Chia-Yu Li, Daniel Ortega, Dirk Väth, Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz Völkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic, Ngoc Thang Vu
ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents. CoRR (2020)
Chia-Yu Li, Daniel Ortega, Dirk Väth, Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz Völkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic, Ngoc Thang Vu
ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents. ACL (demo) (2020)
Michael Neumann, Sebastian Koralewski, Michael Beetz
URoboSim - An Episodic Simulation Framework for Prospective Reasoning in Robotic Agents. CoRR (2020)
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
Toward Remote Patient Monitoring of Speech, Video, Cognitive and Respiratory Biomarkers Using Multimodal Dialog Technology. INTERSPEECH (2020)
Frank Heyen, Tanja Munz, Michael Neumann, Daniel Ortega, Ngoc Thang Vu, Daniel Weiskopf, Michael Sedlmair
ClaVis: An Interactive Visual Comparison System for Classifiers. AVI (2020)
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
NEMSI: A Multimodal Dialog System for Screening of Neurological or Mental Conditions. IVA (2019)
Michael Neumann, Ngoc Thang Vu
Improving Speech Emotion Recognition with Unsupervised Representation Learning on Unlabeled Speech. ICASSP (2019)
Fang Bao, Michael Neumann, Ngoc Thang Vu
CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition. INTERSPEECH (2019)
Michael Neumann, Ngoc Thang Vu
Cross-lingual and Multilingual Speech Emotion Recognition on English and French. CoRR (2018)
Michael Neumann, Korbinian Nottensteiner, Ingo Kossyk, Zoltan-Csaba Marton
Material Classification through Knocking and Grasping by Learning of Structure-Borne Sound under Changing Acoustic Conditions. CASE (2018)
Michael Neumann, Ngoc Thang Vu
CRoss-lingual and Multilingual Speech Emotion Recognition on English and French. ICASSP (2018)
Michael Neumann, Ngoc Thang Vu
Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. INTERSPEECH (2017)
Michael Neumann, Ngoc Thang Vu
Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. CoRR (2017)
Michael Neumann, Keegan Wincewicz
TextTETEA - An SMS-based education service. GHTC (2016)
Joachim Baumeister, Albrecht Striffler, Marc Brandt, Michael Neumann
Collaborative decision support and documentation in chemical safety with KnowSEC. J. Cheminformatics 8 (1) (2016)
Ingo Kossyk, Michael Neumann, Zoltan-Csaba Marton
Binaural bearing only tracking of stationary sound sources in reverberant environment. Humanoids (2015)
Joachim Baumeister, Albrecht Striffler, Marc Brandt, Michael Neumann
Towards Continuous Knowledge Representations in Episodic and Collaborative Decision Making. KESE (2013)
Assaf Goldberger, Michael Neumann
On a Conjecture on a Laplacian Matrix with Distinct Integral Spectrum. J. Graph Theory 72 (2) (2013)
Jochen Mohrmann, Michael Neumann, David Suendermann
An artificial intelligence for the board game 'Quarto!' in Java. PPPJ (2013)
German Bernhart, Stephan Höcht, Michael Neugebauer, Michael Neumann, Rudi Zagst
Asset Correlations in Turbulent Markets and the Impact of Different Regimes on Asset Management. Asia Pac. J. Oper. Res. 28 (1) (2011)
Michael Neumann, Carmen Constantinescu
Multi-scale Production System Modelling - Motivation - Concepts - Method. SIMULTECH (2011)
Minerva Catral, Stephen J. Kirkland, Michael Neumann, Nung-Sing Sze
The Kemeny Constant for Finite Homogeneous Ergodic Markov Chains. J. Sci. Comput. 45 (1-3) (2010)
Tim Nuttle, Bert Bredeweg, Paulo Salles, Michael Neumann
Representing and managing uncertainty in qualitative ecological models. Ecol. Informatics 4 (5-6) (2009)
Stephen J. Kirkland, Michael Neumann, Nung-Sing Sze
On optimal condition numbers for Markov chains. Numerische Mathematik 110 (4) (2008)
Lixing Han, Michael Neumann
Effect of dimensionality on the Nelder-Mead simplex method. Optim. Methods Softw. 21 (1) (2006)
Michele Benzi, Ljiljana Cvetkovic, Michael Neumann
Preface. Numer. Algorithms 42 (3-4) (2006)
Shaun M. Fallat, Stephen J. Kirkland, Jason J. Molitierno, Michael Neumann
On graphs whose Laplacian matrices have distinct integer eigenvalues. J. Graph Theory 50 (2) (2005)
Stephen J. Kirkland, Michael Neumann, Jianhong Xu
Convexity and Elasticity of the Growth Rate in Size-Classified Population Models. SIAM J. Matrix Anal. Appl. 26 (1) (2004)
Michael Neumann, Jianhong Xu
On the stability of the computation of the stationary probabilities of Markov chains using Perron complements. Numer. Linear Algebra Appl. 10 (7) (2003)
Grigoriy Goldberg, Michael Neumann
Distribution of Subdominant Eigenvalues of Matrices with Random Rows. SIAM J. Matrix Anal. Appl. 24 (3) (2003)
Stephen J. Kirkland, Michael Neumann, N. Ormes, Jianhong Xu
On the Elasticity of the Perron Root of a Nonnegative Matrix. SIAM J. Matrix Anal. Appl. 24 (2) (2002)
Stephen J. Kirkland, Michael Neumann, Jianhong Xu
A divide and conquer approach to computing the mean first passage matrix for Markov chains via Perron complement reductions. Numer. Linear Algebra Appl. 8 (5) (2001)
Lixing Han, Michael Neumann, Michael J. Tsatsomeros
Spectral Radii of Fixed Frobenius Norm Perturbations of Nonnegative Matrices. SIAM J. Matrix Anal. Appl. 21 (1) (1999)
Stephen J. Kirkland, Michael Neumann
Cutpoint Decoupling and First Passage Times for Random Walks on Graphs. SIAM J. Matrix Anal. Appl. 20 (4) (1999)
Stephen J. Kirkland, Michael Neumann
The M-Matrix Group Generalized Inverse Problem for Weighted Trees. SIAM J. Matrix Anal. Appl. 19 (1) (1998)
Apostolos Hadjidimos, Michael Neumann
Euclidean Norm Minimization of the SOR Operators. SIAM J. Matrix Anal. Appl. 19 (1) (1998)
Stephen J. Kirkland, Michael Neumann, Bryan L. Shader
Distances in Weighted Trees and Group Inverse of Laplacian Matrices. SIAM J. Matrix Anal. Appl. 18 (4) (1997)
Judith J. McDonald, Michael Neumann, H. Schneider, Michael J. Tsatsomeros
Inverses of Unipathic M-Matrices. SIAM J. Matrix Anal. Appl. 17 (4) (1996)
Rafael Bru, Joan-Josep Climent, Michael Neumann
On the Index of Block Upper Triangular Matrices. SIAM J. Matrix Anal. Appl. 16 (2) (1995)
Michael Neumann, Hans Schneider
Algorithms for Computing Bases for the Perron Eigenspace with Prescribed Nonnegativity and Combinatorial Properties. SIAM J. Matrix Anal. Appl. 15 (2) (1994)
Stephen J. Kirkland, Michael Neumann
Convexity and Concavity of the Perron Root and Vector of Leslie Matrices with Applications to a Population Model. SIAM J. Matrix Anal. Appl. 15 (4) (1994)
Ludwig Elsner, I. Koltracht, Michael Neumann, D. Xiao
On Accurate Computations of the Perron Root. SIAM J. Matrix Anal. Appl. 14 (2) (1993)