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2020 – today
- 2024
[e2]Slawomir Nowaczyk
, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova:
Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part I. Communications in Computer and Information Science 1947, Springer 2024, ISBN 978-3-031-50395-5 [contents]- [e1]Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova:
Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part II. Communications in Computer and Information Science 1948, Springer 2024, ISBN 978-3-031-50484-6 [contents] - [i11]Neo Christopher Chung, Hongkyou Chung, Hearim Lee, Hongbeom Chung, Lennart Brocki, George C. Dyer:
False Sense of Security in Explainable Artificial Intelligence (XAI). CoRR abs/2405.03820 (2024) - 2023
- [j5]Lennart Brocki, Neo Christopher Chung:
Feature perturbation augmentation for reliable evaluation of importance estimators in neural networks. Pattern Recognit. Lett. 176: 131-139 (2023) - [c6]Lennart Brocki, George C. Dyer, Anna Gladka, Neo Christopher Chung:
Deep Learning Mental Health Dialogue System. BigComp 2023: 395-398 - [c5]Lennart Brocki, Neo Christopher Chung:
Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks. Tiny Papers @ ICLR 2023 - [i10]Lennart Brocki, George C. Dyer, Anna Gladka, Neo Christopher Chung:
Deep Learning Mental Health Dialogue System. CoRR abs/2301.09412 (2023) - [i9]Lennart Brocki, Neo Christopher Chung:
Feature Perturbation Augmentation for Reliable Evaluation of Importance Estimators. CoRR abs/2303.01538 (2023) - [i8]Lennart Brocki, Neo Christopher Chung:
Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models. CoRR abs/2303.11177 (2023) - [i7]Neo Christopher Chung, George C. Dyer, Lennart Brocki:
Challenges of Large Language Models for Mental Health Counseling. CoRR abs/2311.13857 (2023) - [i6]Lennart Brocki, Neo Christopher Chung:
Class-Discriminative Attention Maps for Vision Transformers. CoRR abs/2312.02364 (2023) - 2022
- [c4]Lennart Brocki, Wistan Marchadour, Jonas Maison, Bogdan Badic, Panagiotis G. Papadimitroulas, Mathieu Hatt, Franck Vermet, Neo Christopher Chung:
Evaluation of Importance Estimators in Deep Learning Classifiers for Computed Tomography. EXTRAAMAS@AAMAS 2022: 3-18 - [i5]Lennart Brocki, Neo Christopher Chung:
Evaluation of Interpretability Methods and Perturbation Artifacts in Deep Neural Networks. CoRR abs/2203.02928 (2022) - [i4]Lennart Brocki, Wistan Marchadour, Jonas Maison, Bogdan Badic, Panagiotis G. Papadimitroulas, Mathieu Hatt, Franck Vermet, Neo Christopher Chung:
Evaluation of importance estimators in deep learning classifiers for Computed Tomography. CoRR abs/2209.15398 (2022) - 2021
- [c3]Lennart Brocki, Neo Christopher Chung:
Input Bias in Rectified Gradients and Modified Saliency Maps. BigComp 2021: 148-151 - [i3]Neo Christopher Chung:
Human in the Loop for Machine Creativity. CoRR abs/2110.03569 (2021) - 2020
- [j4]Neo Christopher Chung:
Statistical significance of cluster membership for unsupervised evaluation of cell identities. Bioinform. 36(10): 3107-3114 (2020) - [i2]Lennart Brocki, Neo Christopher Chung:
Removing Brightness Bias in Rectified Gradients. CoRR abs/2011.05002 (2020)
2010 – 2019
- 2019
- [j3]Neo Christopher Chung, Blazej Miasojedow, Michal Startek, Anna Gambin:
Jaccard/Tanimoto similarity test and estimation methods for biological presence-absence data. BMC Bioinform. 20-S(15): 644 (2019) - [j2]Krzysztof Gogolewski, Maciej Sykulski, Neo Christopher Chung, Anna Gambin:
Truncated Robust Principal Component Analysis and Noise Reduction for Single Cell RNA Sequencing Data. J. Comput. Biol. 26(8): 782-793 (2019) - [c2]Lennart Brocki, Neo Christopher Chung:
Concept Saliency Maps to Visualize Relevant Features in Deep Generative Models. ICMLA 2019: 1771-1778 - [i1]Lennart Brocki, Neo Christopher Chung:
Concept Saliency Maps to Visualize Relevant Features in Deep Generative Models. CoRR abs/1910.13140 (2019) - 2018
- [c1]Krzysztof Gogolewski, Maciej Sykulski, Neo Christopher Chung, Anna Gambin:
Truncated Robust Principal Component Analysis and Noise Reduction for Single Cell RNA-seq Data. ISBRA 2018: 335-346 - 2015
- [j1]Neo Christopher Chung, John D. Storey:
Statistical significance of variables driving systematic variation in high-dimensional data. Bioinform. 31(4): 545-554 (2015)
Coauthor Index
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last updated on 2024-07-25 19:30 CEST by the dblp team
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