Andreas Holzinger

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 177

Top Venues

Publications

Florian Ehrlich-Sommer, Ferdinand Hönigsberger, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Andreas Holzinger
Sensors for Digital Transformation in Smart Forestry. Sensors 24 (3) (2024)
Peter Kieseberg, Simon Tjoa, Andreas Holzinger
Controllable Artificial Intelligence. ERCIM News 2024 (136) (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)
Iztok Fister Jr., Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz, Andreas Holzinger
NarmViz: A novel method for visualization of time series numerical association rules for smart agriculture. Expert Syst. J. Knowl. Eng. 41 (3) (2024)
Carl Orge Retzlaff, Alessa Angerschmid, Anna Saranti, David Schneeberger, Richard Röttger, Heimo Müller, Andreas Holzinger
Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists. Cogn. Syst. Res. 86 (2024)
Carl Orge Retzlaff, Srijita Das, Christabel Wayllace, Payam Mousavi, Mohammad Afshari, Tianpei Yang, Anna Saranti, Alessa Angerschmid, Matthew E. Taylor, Andreas Holzinger
Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities. J. Artif. Intell. Res. 79 (2024)
Andreas Holzinger, Iztok Fister, Iztok Fister Jr., Hans-Peter Kaul, Senthold Asseng
Human-Centered AI in Smart Farming: Toward Agriculture 5.0. IEEE Access 12 (2024)
Javier Del Ser, Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Francisco Herrera, Anna Saranti, Andreas Holzinger
On generating trustworthy counterfactual explanations. Inf. Sci. 655 (2024)
Jacqueline Michelle Metsch, Anna Saranti, Alessa Angerschmid, Bastian Pfeifer, Vanessa Klemt, Andreas Holzinger, Anne-Christin Hauschild
CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks. J. Biomed. Informatics 150 (2024)
Sarah Wagner, Alessa Angerschmid, Anna Saranti, Christoph Gollob, Tim Ritter, Ralf Krassnitzer, Andreas Tockner, Sarah Witzmann, Andreas Holzinger, Karl Stampfer, Arne Nothdurft
Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS). Ecol. Informatics 82 (2024)
Bastian Pfeifer, Hryhorii Chereda, Roman Martin, Anna Saranti, Sandra Clemens, Anne-Christin Hauschild, Tim Beißbarth, Andreas Holzinger, Dominik Heider
Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification. Bioinform. 39 (10) (2023)
Fang Chen, Jianlong Zhou, Andreas Holzinger, Kenneth R. Fleischmann, Simone Stumpf
Artificial Intelligence Ethics and Trust: From Principles to Practice. IEEE Intell. Syst. 38 (6) (2023)
David Schneeberger, Richard Röttger, Federico Cabitza, Andrea Campagner, Markus Plass, Heimo Müller, Andreas Holzinger
The Tower of Babel in Explainable Artificial Intelligence (XAI). CD-MAKE (2023)
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)
Peter Kieseberg, Edgar R. Weippl, A Min Tjoa, Federico Cabitza, Andrea Campagner, Andreas Holzinger
Controllable AI - An Alternative to Trustworthiness in Complex AI Systems? CD-MAKE (2023)
Hubert Baniecki, Maciej Chrabaszcz, Andreas Holzinger, Bastian Pfeifer, Anna Saranti, Przemyslaw Biecek
Be Careful When Evaluating Explanations Regarding Ground Truth. CoRR (2023)
Edgar R. Weippl, Andreas Holzinger, Peter Kieseberg
Special Issue "Selected Papers from CD-MAKE 2020 and ARES 2020". Mach. Learn. Knowl. Extr. 5 (1) (2023)
Claire Jean-Quartier, Katharina Bein, Lukas Hejny, Edith Hofer, Andreas Holzinger, Fleur Jeanquartier
The Cost of Understanding - XAI Algorithms towards Sustainable ML in the View of Computational Cost. Comput. 11 (5) (2023)
Johann Steszgal, Peter Kieseberg, Andreas Holzinger
Food Waste Reduction in Healthcare - Challenges in Integrating Usage Data with Scorings. ERCIM News 2023 (132) (2023)
Federico Cabitza, Andrea Campagner, Gianclaudio Malgieri, Chiara Natali, David Schneeberger, Karl Stöger, Andreas Holzinger
Quod erat demonstrandum? - Towards a typology of the concept of explanation for the design of explainable AI. Expert Syst. Appl. 213 (Part) (2023)
Bastian Pfeifer, Mateusz Krzyzinski, Hubert Baniecki, Anna Saranti, Andreas Holzinger, Przemyslaw Biecek
Explainable AI with counterfactual paths. CoRR (2023)
Jianlong Zhou, Heimo Müller, Andreas Holzinger, Fang Chen
Ethical ChatGPT: Concerns, Challenges, and Commandments. CoRR (2023)
Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer
Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning. CD-MAKE (2023)
Arne Gevaert, Anna Saranti, Andreas Holzinger, Yvan Saeys
Efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition. CD-MAKE (2023)
Peter Kieseberg, Simon Tjoa, Andreas Holzinger
Procurement of Secure AI - A Practical Guide. ERCIM News 2023 (135) (2023)
Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Bettina Finzel, Ute Schmid, Heimo Müller
Toward human-level concept learning: Pattern benchmarking for AI algorithms. Patterns 4 (8) (2023)
André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Olivia Magwood, Yusuf Sheikh, Matthew McInnes, Andreas Holzinger
Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Tim Miller, Robert R. Hoffman, Ofra Amir, Andreas Holzinger
Special issue on Explainable Artificial Intelligence (XAI). Artif. Intell. 307 (2022)
Andreas Holzinger, Karl Stampfer, Arne Nothdurft, Christoph Gollob, Peter Kieseberg
Challenges in Artificial Intelligence for Smart Forestry. ERCIM News 2022 (130) (2022)
Alessa Angerschmid, Kevin Theuermann, Andreas Holzinger, Fang Chen, Jianlong Zhou
Effects of Fairness and Explanation on Trust in Ethical AI. CD-MAKE (2022)
Alessa Angerschmid, Jianlong Zhou, Kevin Theuermann, Fang Chen, Andreas Holzinger
Fairness and Explanation in AI-Informed Decision Making. Mach. Learn. Knowl. Extr. 4 (2) (2022)
Markus Plass, Michaela Kargl, Patrick Nitsche, Emilian Jungwirth, Andreas Holzinger, Heimo Müller
Understanding and Explaining Diagnostic Paths: Toward Augmented Decision Making. IEEE Computer Graphics and Applications 42 (6) (2022)
Javier Del Ser, Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Francisco Herrera, Andreas Holzinger
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization. CoRR (2022)
Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Carl Orge Retzlaff, Andreas Gronauer, Vladimir Pejakovic, Francisco Medel-Jimenez, Theresa Krexner, Christoph Gollob, Karl Stampfer
Digital Transformation in Smart Farm and Forest Operations Needs Human-Centered AI: Challenges and Future Directions. Sensors 22 (8) (2022)
André M. Carrington, Paul W. Fieguth, Franz Mayr, Nick D. James, Andreas Holzinger, John W. Pickering, Richard I. Aviv
The ROC Diagonal is Not Layperson's Chance: A New Baseline Shows the Useful Area. CD-MAKE (2022)
Andreas Holzinger, Michaela Kargl, Bettina Kipperer, Peter Regitnig, Markus Plass, Heimo Müller
Personas for Artificial Intelligence (AI) an Open Source Toolbox. IEEE Access 10 (2022)
Anna Saranti, Miroslav Hudec, Erika Mináriková, Zdenko Takác, Udo Großschedl, Christoph Koch, Bastian Pfeifer, Alessa Angerschmid, Andreas Holzinger
Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning. Mach. Learn. Knowl. Extr. 4 (4) (2022)
Bettina Finzel, Anna Saranti, Alessa Angerschmid, David E. Tafler, Bastian Pfeifer, Andreas Holzinger
Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs. Künstliche Intell. 36 (3) (2022)
Bastian Pfeifer, Andreas Holzinger, Michael G. Schimek
Robust Random Forest-Based All-Relevant Feature Ranks for Trustworthy AI. MIE (2022)
Andreas Holzinger, Matthias Dehmer, Frank Emmert-Streib, Rita Cucchiara, Isabelle Augenstein, Javier Del Ser, Wojciech Samek, Igor Jurisica, Natalia Díaz Rodríguez
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence. Inf. Fusion 79 (2022)
Anne-Christin Hauschild, Marta Lemanczyk, Julian O. Matschinske, Tobias Frisch, Olga I. Zolotareva, Andreas Holzinger, Jan Baumbach, Dominik Heider
Federated Random Forests can improve local performance of predictive models for various healthcare applications. Bioinform. 38 (8) (2022)
Ferdinand Hoenigsberger, Anna Saranti, Alessa Angerschmid, Carl Orge Retzlaff, Christoph Gollob, Sarah Witzmann, Arne Nothdurft, Peter Kieseberg, Andreas Holzinger, Karl Stampfer
Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest Operations. CD-MAKE (2022)
Carlo Combi, Beatrice Amico, Riccardo Bellazzi, Andreas Holzinger, Jason H. Moore, Marinka Zitnik, John H. Holmes
A manifesto on explainability for artificial intelligence in medicine. Artif. Intell. Medicine 133 (2022)
Theodore Evans, Carl Orge Retzlaff, Christian Geißler, Michaela Kargl, Markus Plass, Heimo Müller, Tim-Rasmus Kiehl, Norman Zerbe, Andreas Holzinger
The explainability paradox: Challenges for xAI in digital pathology. Future Gener. Comput. Syst. 133 (2022)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Performing arithmetic using a neural network trained on images of digit permutation pairs. J. Intell. Inf. Syst. 57 (3) (2021)
Claire Jean-Quartier, Fleur Jeanquartier, Aydin Ridvan, Matthias Kargl, Tica Mirza, Tobias Stangl, Robi Markac, Mauro Jurada, Andreas Holzinger
Mutation-based clustering and classification analysis reveals distinctive age groups and age-related biomarkers for glioma. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Andreas Holzinger, Edgar R. Weippl, A Min Tjoa, Peter Kieseberg
Digital Transformation for Sustainable Development Goals (SDGs) - A Security, Safety and Privacy Perspective on AI. CD-MAKE (2021)
Andreas Holzinger, Bernd Malle, Anna Saranti, Bastian Pfeifer
Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI. Inf. Fusion 71 (2021)
Andreas Holzinger
The Next Frontier: AI We Can Really Trust. PKDD/ECML Workshops (1) (2021)
Heimo Müller, Andreas Holzinger
Kandinsky Patterns. Artif. Intell. 300 (2021)
Andreas Holzinger
Explainable AI and Multi-Modal Causability in Medicine. i-com 19 (3) (2021)
Karl Stöger, David Schneeberger, Andreas Holzinger
Medical artificial intelligence: the European legal perspective. Commun. ACM 64 (11) (2021)
Heimo Müller, Michaela Theresia Mayrhofer, Evert-Ben van Veen, Andreas Holzinger
The Ten Commandments of Ethical Medical AI. Computer 54 (7) (2021)
Andreas Holzinger, Anna Saranti, Heimo Müller
KANDINSKYPatterns - An experimental exploration environment for Pattern Analysis and Machine Intelligence. CoRR (2021)
Adrien Bennetot, Ivan Donadello, Ayoub El Qadi, Mauro Dragoni, Thomas Frossard, Benedikt Wagner, Anna Saranti, Silvia Tulli, Maria Trocan, Raja Chatila, Andreas Holzinger, Artur d'Avila Garcez, Natalia Díaz Rodríguez
A Practical Tutorial on Explainable AI Techniques. CoRR (2021)
André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Matthew McInnes, Olivia Magwood, Yusuf Sheikh, Andreas Holzinger
Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation. CoRR (2021)
Julian O. Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga I. Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus D. Bloice, Nina C. Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald H. H. W. Schmidt, Christof Tschohl, Nina Kerstin Wenke, Jan Baumbach
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond. CoRR (2021)
Karl Stöger, David Schneeberger, Peter Kieseberg, Andreas Holzinger
Legal aspects of data cleansing in medical AI. Comput. Law Secur. Rev. 42 (2021)
Andreas Holzinger, Heimo Müller
Toward Human-AI Interfaces to Support Explainability and Causability in Medical AI. Computer 54 (10) (2021)
Bastian Pfeifer, Anna Saranti, Andreas Holzinger
Network Module Detection from Multi-Modal Node Features with a Greedy Decision Forest for Actionable Explainable AI. CoRR (2021)
Miroslav Hudec, Erika Mináriková, Radko Mesiar, Anna Saranti, Andreas Holzinger
Classification by ordinal sums of conjunctive and disjunctive functions for explainable AI and interpretable machine learning solutions. Knowl. Based Syst. 220 (2021)
Thi Ngoc Trang Tran, Alexander Felfernig, Christoph Trattner, Andreas Holzinger
Recommender systems in the healthcare domain: state-of-the-art and research issues. J. Intell. Inf. Syst. 57 (1) (2021)
Birgit Pohn, Farah Nader, Marie-Christina Mayer, Robert Reihs, Helmut Denk, Andreas Holzinger, Kurt Zatloukal, Heimo Müller
Visualization of Decision Making in Digital Pathology as Educational Tool. IV (2020)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. ISMIS (2020)
Andreas Holzinger, André M. Carrington, Heimo Müller
Measuring the Quality of Explanations: The System Causability Scale (SCS). Künstliche Intell. 34 (2) (2020)
Andreas Holzinger
From Explainable AI to Human-Centered AI. IAL@PKDD/ECML (2020)
Markus Plass, Philipp Faulhammer, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller
Reconstruct and Visualise Hierarchical Relationships in Whole Slide Images. IV (2020)
André M. Carrington, Paul W. Fieguth, Hammad Qazi, Andreas Holzinger, Helen H. Chen, Franz Mayr, Douglas G. Manuel
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Andreas Holzinger, Randy Goebel, Ruth Fong, Taesup Moon, Klaus-Robert Müller, Wojciech Samek
xxAI - Beyond Explainable Artificial Intelligence. xxAI@ICML (2020)
Luca Longo, Randy Goebel, Freddy Lécué, Peter Kieseberg, Andreas Holzinger
Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions. CD-MAKE (2020)
Anna Saranti, Simon Streit, Heimo Müller, Deepika Singh, Andreas Holzinger
Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches. ISMIS (Industrial Paper) (2020)
Anna Saranti, Behnam Taraghi, Martin Ebner, Andreas Holzinger
Property-Based Testing for Parameter Learning of Probabilistic Graphical Models. CD-MAKE (2020)
Jianlong Zhou, Fang Chen, Andreas Holzinger
Towards Explainability for AI Fairness. xxAI@ICML (2020)
Ellery Wulczyn, Kunal Nagpal, Matthew Symonds, Melissa Moran, Markus Plass, Robert Reihs, Farah Nader, Fraser Tan, Yuannan Cai, Trissia Brown, Isabelle Flament-Auvigne, Mahul B. Amin, Martin C. Stumpe, Heimo Müller, Peter Regitnig, Andreas Holzinger, Gregory S. Corrado, Lily H. Peng, Po-Hsuan Cameron Chen, David F. Steiner, Kurt Zatloukal, Yun Liu, Craig H. Mermel
Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading. CoRR (2020)
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, David B. Blumenthal, Tim Kacprowski, Markus List, Julian O. Matschinske, Julian Späth, Nina Kerstin Wenke, Béla Bihari, Tobias Frisch, Anne Hartebrodt, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Markus Kastelitz, Rudolf Mayer, Cristian Nogales, Anastasia Pustozerova, Richard Röttger, Harald H. H. W. Schmidt, Ameli Schwalber, Christof Tschohl, Andrea Wohner, Jan Baumbach
Privacy-preserving Artificial Intelligence Techniques in Biomedicine. CoRR (2020)
Andreas Holzinger, Heimo Müller
Verbinden von Natürlicher und Künstlicher Intelligenz: eine experimentelle Testumgebung für Explainable AI (xAI). HMD Prax. Wirtsch. 57 (1) (2020)
Andreas Holzinger, Peter Kieseberg, Heimo Müller
KANDINSKY Patterns: A Swiss-Knife for the Study of Explainable AI. ERCIM News 2020 (120) (2020)
David Schneeberger, Karl Stöger, Andreas Holzinger
The European Legal Framework for Medical AI. CD-MAKE (2020)
Andreas Holzinger
Towards Robust Machine Learning in the Medical Domain. BIODEVICES (2020)
Heimo Müller, Peter Regitnig, Peter Ferschin, Anna Saranti, Andreas Holzinger
Classification and Visualization of Patterns in Medical Images. IV (2020)
Andreas Holzinger, Anna Saranti, Christoph Molnar, Przemyslaw Biecek, Wojciech Samek
Explainable AI Methods - A Brief Overview. xxAI@ICML (2020)
Andreas Holzinger, Markus Plass, Michael D. Kickmeier-Rust, Katharina Holzinger, Gloria Cerasela Crisan, Camelia-Mihaela Pintea, Vasile Palade
Interactive machine learning: experimental evidence for the human in the algorithmic loop - A case study on Ant Colony Optimization. Appl. Intell. 49 (7) (2019)
Andreas Holzinger
Introduction to MAchine Learning & Knowledge Extraction (MAKE). Mach. Learn. Knowl. Extr. 1 (1) (2019)
Andreas Philipp Hassler, Ernestina Menasalvas, Francisco Jose Garcia-Garcia, Leocadio Rodríguez-Mañas, Andreas Holzinger
Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Andreas Holzinger
From Machine Learning to Explainable AI and Beyond. IJCCI (2019)
Fleur Jeanquartier, Claire Jean-Quartier, Andreas Holzinger
Visualizing Uncertainty for Comparing Genomic Pediatric Brain Cancer Data. IV (1) (2019)
Robert Reihs, Birgit Pohn, Kurt Zatloukal, Andreas Holzinger, Heimo Müller
NLP for the Generation of Training Data Sets for Ontology-Guided Weakly-Supervised Machine Learning in Digital Pathology. ISCC (2019)
Birgit Pohn, Marie-Christina Mayer, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller
Visualization of Histopathological Decision Making Using a Roadbook Metaphor. IV (1) (2019)
Michael D. Kickmeier-Rust, Andreas Holzinger
Interactive Ant Colony Optimization to Support Adaptation in Serious Games. Int. J. Serious Games 6 (3) (2019)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Biomedical image augmentation using Augmentor. Bioinform. 35 (21) (2019)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. CoRR (2019)
Frantisek Babic, Ljiljana Trtica-Majnaric, Sanja Bekic, Andreas Holzinger
Machine Learning for Family Doctors: A Case of Cluster Analysis for Studying Aging Associated Comorbidities and Frailty. CD-MAKE (2019)
Shane O'Sullivan, Zulfiqur Ali, Xiaoyi Jiang, Reza Abdolvand, M. Selim Ünlü, Hugo Plácido da Silva, Justin T. Baca, Brian N. Kim, Simon Scott, Mohammed Imran Sajid, Sina Moradian, Hakhamanesh Mansoorzare, Andreas Holzinger
Developments in Transduction, Connectivity and AI/Machine Learning for Point-of-Care Testing. Sensors 19 (8) (2019)
Andreas Holzinger, André M. Carrington, Heimo Müller
Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations. CoRR (2019)
Birgit Pohn, Michaela Kargl, Robert Reihs, Andreas Holzinger, Kurt Zatloukal, Heimo Müller
Towards a Deeper Understanding of How a Pathologist Makes a Diagnosis: Visualization of the Diagnostic Process in Histopathology. ISCC (2019)
Andreas Holzinger, Georg Langs, Helmut Denk, Kurt Zatloukal, Heimo Müller
Causability and explainability of artificial intelligence in medicine. WIREs Data Mining Knowl. Discov. 9 (4) (2019)
Heimo Müller, Martina Lang, Bernhard Wieser, Robert Reihs, Birgit Pohn, Andreas Holzinger, Kurt Zatloukal
Acceptance of Virtual Health Avatars. ICSSA (2019)
Shane O'Sullivan, Helmut Heinsen, Lea Teneholz Grinberg, Leila Chimelli, Edson Amaro Jr., Paulo Hilário do Nascimento Saldiva, Fleur Jeanquartier, Claire Jean-Quartier, Maria da Graça Morais Martin, Mohammed Imran Sajid, Andreas Holzinger
The role of artificial intelligence and machine learning in harmonization of high-resolution post-mortem MRI (virtopsy) with respect to brain microstructure Brain Informatics 6 (1) (2019)
Sarni Suhaila Rahim, Vasile Palade, Ibrahim Almakky, Andreas Holzinger
Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation. CD-MAKE (2019)
Anna Saranti, Behnam Taraghi, Martin Ebner, Andreas Holzinger
Insights into Learning Competence Through Probabilistic Graphical Models. CD-MAKE (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Holzinger