Lifting in Support of Privacy-Preserving Probabilistic Inference Marcel GehrkeJohannes LiebenowTanya Braun Technical Contribution Open access 13 June 2024
Partial Image Active Annotation (PIAA): An Efficient Active Learning Technique Using Edge Information in Limited Data Scenarios Md Abdul KadirHasan Md Tusfiqur AlamDaniel Sonntag Technical Contribution Open access 12 June 2024
Modeling \(\mathscr {C}^{0}\) Family Logics for Artificial Intelligence: Doxastic-Temporal Logics for Reasoning About Goals James T. OswaldBrandon RozekThomas M. Ferguson Technical Contribution 24 May 2024
Spectra: An Expressive STRIPS-Inspired AI Planner Based on Automated Reasoning Brandon RozekSelmer Bringsjord Systems Description 22 May 2024
CLKR: Conditional Logic and Knowledge Representation Christoph BeierleJonas HaldimannLeon Schwarzer Systems Description Open access 03 May 2024
Comprehensible Extraction of Knowledge Bases for Learning Agents in Games Daan Apeldoorn Dissertation and Habilitation Abstracts Open access 26 April 2024
Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain Malte LuttermannEdgar BaakeRalf Möller Technical Contribution Open access 18 April 2024
Towards a Logical Foundation of Randomized Computation: Doctoral Thesis Abstract Melissa Antonelli Dissertation and Habilitation Abstracts Open access 16 April 2024
Learning Normative Behaviour Through Automated Theorem Proving Emery A. Neufeld Technical Contribution Open access 16 April 2024
Lessons from Resource-Aware Machine Learning for Healthcare: An Interview with Katharina Morik Tanya BraunRalf Möller Interview 26 March 2024
Report on “Axiomatizing Conditional Normative Reasoning” Xavier Parent Project Reports Open access 06 March 2024
Building an AI Support Tool for Real-Time Ulcerative Colitis Diagnosis Bjørn Leth MøllerBobby Zhao Sheng LoChristian Igel Project Reports 21 February 2024
Human-Centered Explanations: Lessons Learned from Image Classification for Medical and Clinical Decision Making Bettina Finzel Project Reports Open access 14 February 2024
Colonoscopy Polyp Detection Using Bi-Directional Conv-LSTM U-Net with Densely Connected Convolution Shweta GangradePrakash Chandra SharmaAkhilesh Kumar Sharma Technical Contribution 13 February 2024
Computer-Verified Foundations of Metaphysics Daniel Kirchner Dissertation and Habilitation Abstracts Open access 10 February 2024
Semantics of Belief Change Operators for Intelligent Agents Kai Sauerwald Dissertation and Habilitation Abstracts Open access 01 February 2024
Predicting Individual Treatment Effects: Challenges and Opportunities for Machine Learning and Artificial Intelligence Thomas JakiChi ChangM. Lee Van Horn Technical Contribution Open access 22 January 2024
Reconstructing Disease Histories in Huge Discrete State Spaces Rudolf SchillMaren KleverRainer Spang Technical Contribution Open access 15 January 2024
Auditive Emotion Recognition for Empathic AI-Assistants Roswitha DuwenbeckElsa Andrea Kirchner Project Reports Open access 12 January 2024
PrivAgE: A Toolchain for Privacy-Preserving Distributed Aggregation on Edge-Devices Johannes LiebenowTimothy ImortEsfandiar Mohammadi Systems Description Open access 09 January 2024
Two-Step Parameter Estimation for Read Feature Models Florian Erhard Technical Contribution Open access 04 January 2024
What are Non-classical Logics and Why Do We Need Them? An Extended Interview with Dov Gabbay and Leon van der Torre Alexander SteenChristoph Benzmüller Interview 02 January 2024
In Memory of Steffen Hölldobler: From Logic to Formal and Cognitive Reasoning Meghna BhadraUlrich Furbach Obituary Open access 12 March 2024 Pages: 249 - 254
Navigation Control and Path Planning for Autonomous Mobile Robots Sebastian Pütz Dissertation and Habilitation Abstracts 29 April 2024 Pages: 183 - 186
Cognitive Weeding: An Approach to Single-Plant Specific Weed Regulation Mark NiemeyerMarian RenzJoachim Hertzberg Project Reports Open access 08 January 2024 Pages: 175 - 181
Interview: Cyrill Stachniss’ View on AI in Agriculture Joachim HertzbergBenjamin KisliukCyrill Stachniss Interview 17 April 2024 Pages: 133 - 141
AI in Current and Future Agriculture: An Introductory Overview Benjamin KisliukJan Christoph KrauseJoachim Hertzberg Technical Contribution Open access 17 April 2024 Pages: 117 - 132
AI in Current and Future Agriculture Joachim HertzbergBenjamin KisliukJan Christoph Krause Editorial 05 April 2024 Pages: 113 - 115
Large Models Reshape AI Research and Applications Bernd Ludwig Editorial Open access 22 January 2024 Pages: 111 - 112
EpiPredict: Agent-Based Modeling of Infectious Diseases Janik SuerJohannes PongeBernd Hellingrath Project Reports Open access 15 November 2023
Data Augmentation for Mask-Based Leaf Segmentation of UAV-Images as a Basis to Extract Leaf-Based Phenotyping Parameters Abel BarretoLasse ReifenrathAnne-Katrin Mahlein Technical Contribution Open access 14 November 2023 Pages: 143 - 156
Analyzing Semantically Enriched Trajectories Jana Seep Dissertation and Habilitation Abstracts Open access 14 November 2023
How to design a value-based Chatbot for the manufacturing industry: An empirical study of an internal assistance for employees Patrick BergerJoerg von Garrel Project Reports Open access 13 November 2023 Pages: 203 - 211
Dissertation Abstract: Taming Exact Inference in Temporal Probabilistic Relational Models Marcel Gehrke Dissertation and Habilitation Abstracts Open access 10 November 2023
Grassland Yield Estimation Using Transfer Learning from Remote Sensing Data Elias EderPeter Riegler-NurscherHeinrich Prankl AI Transfer 07 November 2023 Pages: 187 - 194
Towards noise robust acoustic insect detection: from the lab to the greenhouse Jelto BrandingDieter von HörstenEberhard Hartung Technical Contribution Open access 30 October 2023 Pages: 157 - 173
Opportunities and Challenges for AI-Based Analysis of RWD in Pharmaceutical R&D: A Practical Perspective Merle BehrRolf BurghausJörg Lippert Discussion Open access 09 October 2023
Novel Deep Learning Approaches for Analyzing Diffusion Imaging Data Yousef SadegheihLeon WeningerDorit Merhof Project Reports Open access 28 September 2023
Designing Expert-Augmented Clinical Decision Support Systems to Predict Mortality Risk in ICUs Johannes ChenMaximilian LowinKatharina Wenger-Alakmeh Technical Contribution Open access 19 August 2023 Pages: 227 - 236
Increasing the Value of XAI for Users: A Psychological Perspective Robert R. HoffmanTimothy MillerWilliam J. Clancey Technical Contribution Open access 17 July 2023 Pages: 237 - 247
Interview, Building Trust in Medical AI Algorithms with Veridical Data Science Merle Behr Interview 05 May 2023
Visual Module Exploration: A Live-User Evaluation Nina HagemannMichael P. O’MahonyBarry Smyth Technical Contribution 01 March 2023 Pages: 213 - 225
Remember to Correct the Bias When Using Deep Learning for Regression! Christian IgelStefan Oehmcke Technical Contribution Open access 18 April 2023 Pages: 33 - 40
Automated Interpretation of Place Descriptions: Determining Entity Types for Querying OSM Madiha YousafTobias SchwartzDiedrich Wolter Technical Contribution Open access 07 February 2023 Pages: 69 - 81
Navigation Aid use and Human Wayfinding: How to Engage People in Active Spatial Learning Vanessa HustonKai Hamburger Discussion Open access 27 January 2023
Current topics and challenges in geoAI Kai-Florian RichterSimon Scheider Technical Contribution Open access 26 January 2023 Pages: 11 - 16
