Johannes Schneider

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 93

Top Venues

University of Bonn, Germany (PHD)

Education History

University of Bonn, Germany

PHD

Publications

Johannes Schneider, Arianna Casanova Flores, Anne-Catherine Kranz
Exploring Human-LLM Conversations: Mental Models and the Originator of Toxicity. CoRR (2024)
Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Inf. Fusion 106 (2024)
Johannes Schneider, Mohit Prabhushankar
Understanding and Leveraging the Learning Phases of Neural Networks. AAAI (2024)
Johannes Schneider
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda. CoRR (2024)
Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions. CoRR (2023)
Benjamin Balzer, Johannes Schneider
Mechanism design with informational punishment. Games Econ. Behav. 140 (2023)
Johannes Schneider, Stefan Seidel, Marcus Basalla, Jan vom Brocke
Reuse, Reduce, Support: Design Principles for Green Data Mining. Bus. Inf. Syst. Eng. 65 (1) (2023)
Johannes Schneider
Improving classifier decision boundaries using nearest neighbors. CoRR (2023)
Johannes Schneider, Mohit Prabhushankar
Understanding and Leveraging the Learning Phases of Neural Networks. CoRR (2023)
Johannes Schneider, Bernd Schenk, Christina Niklaus, Michaelis Vlachos
Towards LLM-based Autograding for Short Textual Answers. CoRR (2023)
Thomas Grisold, Johannes Schneider
Dynamics of Human-AI Delegation in Organizational Routines. ICIS (2023)
Johannes Schneider, Giovanni Apruzzese
Concept-based Adversarial Attacks: Tricking Humans and Classifiers Alike. CoRR (2022)
Johannes Schneider
Foundation models in brief: A historical, socio-technical focus. CoRR (2022)
Johannes Schneider
Optimizing human hand gestures for AI-systems. AI Commun. 35 (3) (2022)
Christian Meske, Enrico Bunde, Johannes Schneider, Martin Gersch
Explainable Artificial Intelligence: Objectives, Stakeholders, and Future Research Opportunities. Inf. Syst. Manag. 39 (1) (2022)
Benjamin Balzer, Johannes Schneider
Mechanism Design with Informational Punishment. CoRR (2022)
Johannes Schneider, Robin Richner, Micha Riser
Towards Trustworthy AutoGrading of Short, Multi-lingual, Multi-type Answers. CoRR (2022)
Johannes Schneider
The learning phases in NN: From Fitting the Majority to Fitting a Few. CoRR (2022)
Aliya Tastemirova, Johannes Schneider, Leona Chandra Kruse, Simon Heinzle, Jan vom Brocke
Microexpressions in digital humans: perceived affect, sincerity, and trustworthiness. Electron. Mark. 32 (3) (2022)
Johannes Schneider, Michail Vlachos
Explaining Classifiers by Constructing Familiar Concepts. CoRR (2022)
Johannes Schneider
Correlated Initialization for Correlated Data. Neural Process. Lett. 54 (3) (2022)
Johannes Schneider, Giovanni Apruzzese
Concept-based Adversarial Attacks: Tricking Humans and Classifiers Alike. SP Workshops (2022)
Ahmad Ajalloeian, Michalis Vlachos, Johannes Schneider, Alexis Steinmann
A Case Study in Educational Recommenders: Recommending Music Partitures at Tomplay. CIKM (2022)
Marcus Basalla, Johannes Schneider, Jan vom Brocke
Creativity of Deep Learning: Conceptualization and Assessment. ICAART (2) (2022)
Mathias Schäfer, Johannes Schneider, Katharina Drechsler, Jan vom Brocke
Ai Governance: are Chief AI Officers and AI Risk Officers Needed? ECIS (2022)
Johannes Schneider
Domain Transformer: Predicting Samples of Unseen, Future Domains. IJCNN (2022)
Johannes Schneider, Christian Meske, Michalis Vlachos
Deceptive AI Explanations: Creation and Detection. ICAART (2) (2022)
Flynn Werner, Marcus Basalla, Johannes Schneider, Demelza Hays, Jan vom Brocke
Blockchain Adoption from an Interorganizational Systems Perspective - A Mixed-Methods Approach. Inf. Syst. Manag. 38 (2) (2021)
Johannes Schneider
Domain Transformer: Predicting Samples of Unseen, Future Domains. CoRR (2021)
Johannes Schneider, Janine Hacker, Yulia Litvinova, Joshua Peter Handali, Jan vom Brocke
Exploring the Use of Backgrounds in Web-conferencing with Image and Text Analysis. ICIS (2021)
Marcus Basalla, Johannes Schneider, Martin Luksik, Roope Jaakonmäki, Jan vom Brocke
On Latency of E-Commerce Platforms. J. Organ. Comput. Electron. Commer. 31 (1) (2021)
Valentin Holzwarth, Johannes Schneider, Joshua Handali, Joy Gisler, Christian Hirt, Andreas M. Kunz, Jan vom Brocke
Towards estimating affective states in Virtual Reality based on behavioral data. Virtual Real. 25 (4) (2021)
Michael Reiner Kamm, Jan-Peter Kucklick, Johannes Schneider, Jan vom Brocke
Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1. Inf. Syst. Manag. 38 (4) (2021)
Joy Gisler, Johannes Schneider, Joshua Handali, Valentin Holzwarth, Christian Hirt, Wolfgang Fuhl, Jan vom Brocke, Andreas M. Kunz
Indicators of Training Success in Virtual Reality Using Head and Eye Movements. ISMAR Adjunct (2021)
Johannes Schneider, Michalis Vlachos
Explaining Neural Networks by Decoding Layer Activations. IDA (2021)
Johannes Schneider, Gramoz Sejfijaj, Jan vom Brocke
COVID-19 Vaccine Discussion: Evidence from Twitter Data Using Text Mining. WI/IAT (Workshop/Special Session) (2021)
Wolfgang Fuhl, Johannes Schneider, Enkelejda Kasneci
1000 Pupil Segmentations in a Second using Haar Like Features and Statistical Learning. ICCVW (2021)
Johannes Schneider, Phillip Wenig, Thorsten Papenbrock
Distributed detection of sequential anomalies in univariate time series. VLDB J. 30 (4) (2021)
Joshua Peter Handali, Johannes Schneider, Michael Gau, Valentin Holzwarth, Jan vom Brocke
Visual Complexity and Scene Recognition: How Low Can You Go? VR (2021)
Johannes Schneider
Locality-Promoting Representation Learning. ICPR (2020)
Johannes Schneider, Joshua Handali, Michalis Vlachos, Christian Meske
Deceptive AI Explanations: Creation and Detection. CoRR (2020)
Michael Reiner Kamm, Michael Gau, Johannes Schneider, Jan vom Brocke
Smart Waste Collection Processes - A Case Study about Smart Device Implementation. HICSS (2020)
Johannes Schneider, Marcus Basalla
Creativity of Deep Learning: Conceptualization and Assessment. CoRR (2020)
Johannes Schneider, Michalis Vlachos
Explaining Neural Networks by Decoding Layer Activations. CoRR (2020)
Johannes Schneider
Correlated Initialization for Correlated Data. CoRR (2020)
Johannes Schneider, Rene Abraham, Christian Meske
AI Governance for Businesses. CoRR (2020)
Denis Dennehy, Kieran Conboy, Jaganath Babu, Johannes Schneider, Joshua Handali, Jan vom Brocke, Benedikt Hoffmeister, Armin Stein
Adopting Learning Analytics to Inform Postgraduate Curriculum Design. TDIT (1) (2020)
Jan-Peter Kucklick, Michael Reiner Kamm, Johannes Schneider, Jan vom Brocke
Extending Loyalty Programs with BI Functionalities. HICSS (2020)
Joshua Peter Handali, Johannes Schneider, Denis Dennehy, Benedikt Hoffmeister, Kieran Conboy, Jörg Becker
Industry demand for Analytics: a longitudinal Study. ECIS (2020)
Johannes Schneider, Frank Breitinger
AI Forensics: Did the Artificial Intelligence System Do It? Why? CoRR (2020)
Johannes Schneider, Michalis Vlachos
Reflective-Net: Learning from Explanations. CoRR (2020)
Johannes Schneider
Humans learn too: Better Human-AI Interaction using Optimized Human Inputs. CoRR (2020)
Janine Hacker, Jan vom Brocke, Joshua Handali, Markus Otto, Johannes Schneider
Virtually in this together - how web-conferencing systems enabled a new virtual togetherness during the COVID-19 crisis. Eur. J. Inf. Syst. 29 (5) (2020)
Johannes Schneider
Human-to-AI Coach: Improving Human Inputs to AI Systems. IDA (2020)
Francesco Fusco, Michalis Vlachos, Vasileios Vasileiadis, Kathrin Wardatzky, Johannes Schneider
RecoNet: An Interpretable Neural Architecture for Recommender Systems. IJCAI (2019)
Johannes Schneider, Joshua Peter Handali
Personalized Explanation for Machine Learning: a Conceptualization. ECIS (2019)
Christian Meske, Iris A. Junglas, Johannes Schneider, Roope Jaakonmäki
How Social is Your Social Network? Toward A Measurement Model. ICIS (2019)
Johannes Schneider, Michail Vlachos
Mass Personalization of Deep Learning. CoRR (2019)
Johannes Schneider
Locality-Promoting Representation Learning. CoRR (2019)
Johannes Schneider, Marcus Basalla, Stefan Seidel
Principles of Green Data Mining. HICSS (2019)
Christian Hirt, Valentin Holzwarth, Joy Gisler, Johannes Schneider, Andreas M. Kunz
Virtual Learning Environment for an Industrial Assembly Task. ICCE-Berlin (2019)
Johannes Schneider
AI, how can humans communicate better with you? CoRR (2019)
Rene Abraham, Johannes Schneider, Jan vom Brocke
Data governance: A conceptual framework, structured review, and research agenda. Int. J. Inf. Manag. 49 (2019)
Johannes Schneider, Joshua Handali
Personalized explanation in machine learning. CoRR (2019)
Ruanda Qamili, Shaban Shabani, Johannes Schneider
An Intelligent Framework for Issue Ticketing System Based on Machine Learning. EDOC Workshops (2018)
Kevin Bösch, Oliver Müller, Johannes Schneider
Emotional Contagion Through Online Newspapers. ECIS (2018)
Johannes Schneider, Abraham Bernstein, Jan vom Brocke, Kostadin Damevski, David C. Shepherd
Detecting Plagiarism Based on the Creation Process. IEEE Trans. Learn. Technol. 11 (3) (2018)
Johannes Schneider, Marc Schroth, Jörg Ottenbacher, Wilhelm Stork
A novel wearable sensor device for continuous monitoring of cardiac activity during sleep. SAS (2018)
Johannes Schneider, Joshua Peter Handali, Jan vom Brocke
Increasing Trust in (Big) Data Analytics. CAiSE Workshops (2018)
David G. Harris, Johannes Schneider, Hsin-Hao Su
Distributed (Δ +1)-Coloring in Sublogarithmic Rounds. J. ACM 65 (4) (2018)
Johannes Schneider, Michail Vlachos
Topic Modeling based on Keywords and Context. SDM (2018)
Johannes Schneider, Markus Weinmann, Jan vom Brocke, Christoph Schneider
Identifying Preferences through mouse cursor movements - Preliminary Evidence. ECIS (2017)
Johannes Schneider
Topic Modeling based on Keywords and Context. CoRR (2017)
Roman Schlegel, Sebastian Obermeier, Johannes Schneider
A security evaluation of IEC 62351. J. Inf. Secur. Appl. 34 (2017)
Johannes Schneider, Bin Lu
Secure numerical and logical multi party operations. J. Inf. Secur. Appl. 34 (2017)
Kostadin Damevski, David C. Shepherd, Johannes Schneider, Lori L. Pollock
Mining Sequences of Developer Interactions in Visual Studio for Usage Smells. IEEE Trans. Software Eng. 43 (4) (2017)
Johannes Schneider, Alexandru Caracas
Robust speed measurements with standard wireless devices. IET Wirel. Sens. Syst. 7 (2) (2017)
Markus Schinle, Johannes Schneider, Timon Bloecher, Jochen Zimmermann, Sebastian Chiriac, Wilhelm Stork
A Modular Approach for Smart Home System Architectures Based on Android Applications. MobileCloud (2017)
Timon Bloecher, Leyre Garralda Iriarte, Johannes Schneider, Christoph Zimmermann, Wilhelm Stork
A Low-cost Life Sign Detection Method based on Time Series Analysis of Facial Feature Points. BIOSIGNALS (2017)
Johannes Schneider, Christian Meske
Gender Differences in Enterprise Social Network Usage and Transformation over Time. ICIS (2017)
Johannes Schneider, Michail Vlachos
Scalable density-based clustering with quality guarantees using random projections. Data Min. Knowl. Discov. 31 (4) (2017)
Matús Harvan, Samuel Kimoto, Thomas Locher, Yvonne-Anne Pignolet, Johannes Schneider
Processing Encrypted and Compressed Time Series Data. ICDCS (2017)
Johannes Schneider, Cyrill Stachniss, Wolfgang Förstner
On the Accuracy of Dense Fisheye Stereo. IEEE Robotics Autom. Lett. 1 (1) (2016)
David G. Harris, Johannes Schneider, Hsin-Hao Su
Distributed (Δ+1)-Coloring in Sublogarithmic Rounds. CoRR (2016)
Johannes Schneider, Bin Lu, Thomas Locher, Yvonne-Anne Pignolet, Matús Harvan, Sebastian Obermeier
Subdomain and Access Pattern Privacy - Trading off Confidentiality and Performance. SECRYPT (2016)
Johannes Schneider, Avi Bernstein, Jan vom Brocke, Kostadin Damevski, David C. Shepherd
Detecting Plagiarism based on the Creation Process. CoRR (2016)
Johannes Schneider
Oblivious Sorting and Queues. CoRR (2016)
David G. Harris, Johannes Schneider, Hsin-Hao Su
Distributed (∆+1)-coloring in sublogarithmic rounds. STOC (2016)
Tim Fischer, Johannes Schneider, Wilhelm Stork
Classification of breath and snore sounds using audio data recorded with smartphones in the home environment. ICASSP (2016)
Johannes Schneider, Thomas Locher
Obfuscation using Encryption. CoRR (2016)
Leonid Barenboim, Michael Elkin, Seth Pettie, Johannes Schneider
The Locality of Distributed Symmetry Breaking. J. ACM 63 (3) (2016)
Johannes Schneider
Lean and Fast Secure Multi-party Computation: Minimizing Communication and Local Computation using a Helper. SECRYPT (2016)
Johannes Schneider, Christian Eling, Lasse Klingbeil, Heiner Kuhlmann, Wolfgang Förstner, Cyrill Stachniss
Fast and effective online pose estimation and mapping for UAVs. ICRA (2016)
Michail Vlachos, Johannes Schneider, Vassilios G. Vassiliadis
On Data Publishing with Clustering Preservation. ACM Trans. Knowl. Discov. Data 9 (3) (2015)
Roman Schlegel, Sebastian Obermeier, Johannes Schneider
Structured system threat modeling and mitigation analysis for industrial automation systems. INDIN (2015)
Johannes Schneider, Wilhelm Stork, Stephan Irgenfried, Heinz Wörn
A multimodal human machine interface for a robotic mobility aid. ICARA (2015)
Johannes Schneider, Sebastian Obermeier, Roman Schlegel
Cyber Security Maintenance for SCADA Systems. ICS-CSR (2015)
Johannes Schneider
A General Multi-Party Protocol for Minimal Communication and Local Computation. CoRR (2015)
Johannes Stoll, Robin Kopf, Johannes Schneider, Gisela Lanza
Criticality analysis of spare parts management: a multi-criteria classification regarding a cross-plant central warehouse strategy. Prod. Eng. 9 (2) (2015)
Roman Schlegel, Sebastian Obermeier, Johannes Schneider
Assessing the Security of IEC 62351. ICS-CSR (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Johannes Schneider