---
_id: '50719'
abstract:
- lang: eng
text: We propose an indicator for detecting anomalous stock market valuation in
real time such that market participants receive timely signals so as to be able
to take stabilizing action. Unlike existing approaches, our anomaly indicator
introduces three methodological novelties. First, we use an endogenous, purely
data-driven, nonparametric trend identification method to separate long-term market
movements from more short-term ones. Second, we apply SETAR models that allow
for asymmetric expansions and contractions around the long-term trend and find
systematic stock price cycles. Third, we implement these findings in our indicator
and conduct real-time market forecasts, which have so far been neglected in the
literature. Applications of our indicator using monthly S&P 500 stock data from
1970 to the end of 2022 show that short-term anomalous market movements can be
identified in real time up to one year ahead. We predict all major anomalies,
including the 1987 Bubble and the initial phase of the Financial Crisis that began
in 2007. In total, our anomaly indicator identifies more than 80% of all – even
minor – anomalous episodes. Thus, smoothing market exaggerations through early
signaling seems possible.
article_type: original
author:
- first_name: Marlon
full_name: Fritz, Marlon
last_name: Fritz
- first_name: Thomas
full_name: Gries, Thomas
id: '186'
last_name: Gries
- first_name: Lukas
full_name: Wiechers, Lukas
last_name: Wiechers
citation:
ama: Fritz M, Gries T, Wiechers L. An early indicator for anomalous stock market
performance. Quantitative Finance. Published online 2024:1-14. doi:10.1080/14697688.2023.2281529
apa: Fritz, M., Gries, T., & Wiechers, L. (2024). An early indicator for anomalous
stock market performance. Quantitative Finance, 1–14. https://doi.org/10.1080/14697688.2023.2281529
bibtex: '@article{Fritz_Gries_Wiechers_2024, title={An early indicator for anomalous
stock market performance}, DOI={10.1080/14697688.2023.2281529},
journal={Quantitative Finance}, publisher={Informa UK Limited}, author={Fritz,
Marlon and Gries, Thomas and Wiechers, Lukas}, year={2024}, pages={1–14} }'
chicago: Fritz, Marlon, Thomas Gries, and Lukas Wiechers. “An Early Indicator for
Anomalous Stock Market Performance.” Quantitative Finance, 2024, 1–14.
https://doi.org/10.1080/14697688.2023.2281529.
ieee: 'M. Fritz, T. Gries, and L. Wiechers, “An early indicator for anomalous stock
market performance,” Quantitative Finance, pp. 1–14, 2024, doi: 10.1080/14697688.2023.2281529.'
mla: Fritz, Marlon, et al. “An Early Indicator for Anomalous Stock Market Performance.”
Quantitative Finance, Informa UK Limited, 2024, pp. 1–14, doi:10.1080/14697688.2023.2281529.
short: M. Fritz, T. Gries, L. Wiechers, Quantitative Finance (2024) 1–14.
date_created: 2024-01-22T08:49:02Z
date_updated: 2024-01-22T08:54:05Z
department:
- _id: '19'
- _id: '200'
- _id: '202'
- _id: '475'
doi: 10.1080/14697688.2023.2281529
keyword:
- General Economics
- Econometrics and Finance
- Finance
language:
- iso: eng
page: 1-14
publication: Quantitative Finance
publication_identifier:
issn:
- 1469-7688
- 1469-7696
publication_status: published
publisher: Informa UK Limited
status: public
title: An early indicator for anomalous stock market performance
type: journal_article
user_id: '186'
year: '2024'
...
---
_id: '50287'
author:
- first_name: Stephan
full_name: Kruse, Stephan
id: '38254'
last_name: Kruse
- first_name: Tobias
full_name: Schwabe, Tobias
id: '39217'
last_name: Schwabe
- first_name: Pascal
full_name: Kneuper, Pascal
id: '47367'
last_name: Kneuper
- first_name: Heiko G.
full_name: Kurz, Heiko G.
last_name: Kurz
- first_name: March-Michael
full_name: Meinecke, March-Michael
last_name: Meinecke
- first_name: Christoph
full_name: Scheytt, Christoph
id: '37144'
last_name: Scheytt
orcid: '0000-0002-5950-6618 '
citation:
ama: 'Kruse S, Schwabe T, Kneuper P, Kurz HG, Meinecke M-M, Scheytt C. Analysis
and Simulation of a Photonic Multiband FMCW Radar Sensor System using Nyquist
Pulses. In: German Microwave Conference (GeMiC) . ; 2024.'
apa: Kruse, S., Schwabe, T., Kneuper, P., Kurz, H. G., Meinecke, M.-M., & Scheytt,
C. (2024). Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System
using Nyquist Pulses. German Microwave Conference (GeMiC) .
bibtex: '@inproceedings{Kruse_Schwabe_Kneuper_Kurz_Meinecke_Scheytt_2024, place={Duisburg},
title={Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System
using Nyquist Pulses}, booktitle={German Microwave Conference (GeMiC) }, author={Kruse,
Stephan and Schwabe, Tobias and Kneuper, Pascal and Kurz, Heiko G. and Meinecke,
March-Michael and Scheytt, Christoph}, year={2024} }'
chicago: Kruse, Stephan, Tobias Schwabe, Pascal Kneuper, Heiko G. Kurz, March-Michael
Meinecke, and Christoph Scheytt. “Analysis and Simulation of a Photonic Multiband
FMCW Radar Sensor System Using Nyquist Pulses.” In German Microwave Conference
(GeMiC) . Duisburg, 2024.
ieee: S. Kruse, T. Schwabe, P. Kneuper, H. G. Kurz, M.-M. Meinecke, and C. Scheytt,
“Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System using
Nyquist Pulses,” 2024.
mla: Kruse, Stephan, et al. “Analysis and Simulation of a Photonic Multiband FMCW
Radar Sensor System Using Nyquist Pulses.” German Microwave Conference (GeMiC)
, 2024.
short: 'S. Kruse, T. Schwabe, P. Kneuper, H.G. Kurz, M.-M. Meinecke, C. Scheytt,
in: German Microwave Conference (GeMiC) , Duisburg, 2024.'
conference:
end_date: 2024.03.13
start_date: 2024.03.11
date_created: 2024-01-09T08:12:04Z
date_updated: 2024-01-09T08:12:17Z
department:
- _id: '58'
language:
- iso: eng
place: Duisburg
publication: 'German Microwave Conference (GeMiC) '
related_material:
link:
- relation: confirmation
url: https://gemic2024.org/
status: public
title: Analysis and Simulation of a Photonic Multiband FMCW Radar Sensor System using
Nyquist Pulses
type: conference
user_id: '15931'
year: '2024'
...
---
_id: '52738'
abstract:
- lang: eng
text: Through tailoring the geometry and design of biomaterials, additive
manufacturing is revolutionizing the production of metallic patient-specific implants,
e.g., the Ti-6Al-7Nb alloy. Unfortunately, studies investigating this alloy showed
that additively produced samples exhibit anisotropic microstructures. This anisotropy
compromises the mechanical properties and complicates the loading state in the
implant. Moreover, the minimum requirements as specified per designated standards
such as ISO 5832-11 are not met. The remedy to this problem is performing a conventional
heat treatment. As this route requires energy, infrastructure, labor, and expertise,
which in turn mean time and money, many of the additive manufacturing benefits
are negated. Thus, the goal of this work was to achieve better isotropy by applying
only adapted additive manufacturing process parameters, specifically focusing
on the build orientations. In this work, samples orientated in 90°, 45°, and 0°
directions relative to the building platform were manufactured and tested. These
tests included mechanical (tensile and fatigue tests) as well as microstructural
analyses (SEM and EBSD). Subsequently, the results of these tests such as fractography
were correlated with the acquired mechanical properties. These showed that 90°-aligned
samples performed best under fatigue load and that all requirements specified
by the standard regarding monotonic load were met.
article_number: '117'
author:
- first_name: Dennis
full_name: Milaege, Dennis
id: '35461'
last_name: Milaege
- first_name: Niklas
full_name: Eschemann, Niklas
last_name: Eschemann
- first_name: Kay-Peter
full_name: Hoyer, Kay-Peter
id: '48411'
last_name: Hoyer
- first_name: Mirko
full_name: Schaper, Mirko
id: '43720'
last_name: Schaper
citation:
ama: Milaege D, Eschemann N, Hoyer K-P, Schaper M. Anisotropic Mechanical and Microstructural
Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications Manufactured via
Laser Powder Bed Fusion. Crystals. 2024;14(2). doi:10.3390/cryst14020117
apa: Milaege, D., Eschemann, N., Hoyer, K.-P., & Schaper, M. (2024). Anisotropic
Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical
Applications Manufactured via Laser Powder Bed Fusion. Crystals, 14(2),
Article 117. https://doi.org/10.3390/cryst14020117
bibtex: '@article{Milaege_Eschemann_Hoyer_Schaper_2024, title={Anisotropic Mechanical
and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications
Manufactured via Laser Powder Bed Fusion}, volume={14}, DOI={10.3390/cryst14020117},
number={2117}, journal={Crystals}, publisher={MDPI AG}, author={Milaege, Dennis
and Eschemann, Niklas and Hoyer, Kay-Peter and Schaper, Mirko}, year={2024} }'
chicago: Milaege, Dennis, Niklas Eschemann, Kay-Peter Hoyer, and Mirko Schaper.
“Anisotropic Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy for
Biomedical Applications Manufactured via Laser Powder Bed Fusion.” Crystals
14, no. 2 (2024). https://doi.org/10.3390/cryst14020117.
ieee: 'D. Milaege, N. Eschemann, K.-P. Hoyer, and M. Schaper, “Anisotropic Mechanical
and Microstructural Properties of a Ti-6Al-7Nb Alloy for Biomedical Applications
Manufactured via Laser Powder Bed Fusion,” Crystals, vol. 14, no. 2, Art.
no. 117, 2024, doi: 10.3390/cryst14020117.'
mla: Milaege, Dennis, et al. “Anisotropic Mechanical and Microstructural Properties
of a Ti-6Al-7Nb Alloy for Biomedical Applications Manufactured via Laser Powder
Bed Fusion.” Crystals, vol. 14, no. 2, 117, MDPI AG, 2024, doi:10.3390/cryst14020117.
short: D. Milaege, N. Eschemann, K.-P. Hoyer, M. Schaper, Crystals 14 (2024).
date_created: 2024-03-22T13:46:37Z
date_updated: 2024-03-22T14:22:36Z
department:
- _id: '158'
- _id: '321'
doi: 10.3390/cryst14020117
intvolume: ' 14'
issue: '2'
keyword:
- Inorganic Chemistry
- Condensed Matter Physics
- General Materials Science
- General Chemical Engineering
language:
- iso: eng
publication: Crystals
publication_identifier:
issn:
- 2073-4352
publication_status: published
publisher: MDPI AG
quality_controlled: '1'
status: public
title: Anisotropic Mechanical and Microstructural Properties of a Ti-6Al-7Nb Alloy
for Biomedical Applications Manufactured via Laser Powder Bed Fusion
type: journal_article
user_id: '35461'
volume: 14
year: '2024'
...
---
_id: '52841'
abstract:
- lang: eng
text: What is preventing us from building a NLP system that could help real people
in real situations, for instance when they need legal advice but don{’}t understand
law? This question is trickier than one might think, because legal systems vary
from country to country, so do the law books, availability of data, and incomprehensibility
of legalese. In this paper we focus Germany (which employs the civil-law system
where, roughly speaking, interpretation of law codes dominates over precedence)
and lay a foundational work to address the laymen{’}s legal question answering
empirically. We create GerLayQA, a new dataset comprising of 21k laymen{’}s legal
questions paired with answers from lawyers and grounded to concrete law book paragraphs.
We experiment with a variety of retrieval and answer generation models and provide
an in-depth analysis of limitations, which helps us to provide first empirical
answers to the question above.
author:
- first_name: Marius
full_name: Büttner, Marius
last_name: Büttner
- first_name: Ivan
full_name: Habernal, Ivan
id: '101881'
last_name: Habernal
citation:
ama: 'Büttner M, Habernal I. Answering legal questions from laymen in German civil
law system. In: Graham Y, Purver M, eds. Proceedings of the 18th Conference
of the European Chapter of the Association for Computational Linguistics (Volume
1: Long Papers). Association for Computational Linguistics; 2024:2015–2027.'
apa: 'Büttner, M., & Habernal, I. (2024). Answering legal questions from laymen
in German civil law system. In Y. Graham & M. Purver (Eds.), Proceedings
of the 18th Conference of the European Chapter of the Association for Computational
Linguistics (Volume 1: Long Papers) (pp. 2015–2027). Association for Computational
Linguistics.'
bibtex: '@inproceedings{Büttner_Habernal_2024, place={St. Julian{’}s, Malta}, title={Answering
legal questions from laymen in German civil law system}, booktitle={Proceedings
of the 18th Conference of the European Chapter of the Association for Computational
Linguistics (Volume 1: Long Papers)}, publisher={Association for Computational
Linguistics}, author={Büttner, Marius and Habernal, Ivan}, editor={Graham, Yvette
and Purver, Matthew}, year={2024}, pages={2015–2027} }'
chicago: 'Büttner, Marius, and Ivan Habernal. “Answering Legal Questions from Laymen
in German Civil Law System.” In Proceedings of the 18th Conference of the European
Chapter of the Association for Computational Linguistics (Volume 1: Long Papers),
edited by Yvette Graham and Matthew Purver, 2015–2027. St. Julian{’}s, Malta:
Association for Computational Linguistics, 2024.'
ieee: 'M. Büttner and I. Habernal, “Answering legal questions from laymen in German
civil law system,” in Proceedings of the 18th Conference of the European Chapter
of the Association for Computational Linguistics (Volume 1: Long Papers),
2024, pp. 2015–2027.'
mla: 'Büttner, Marius, and Ivan Habernal. “Answering Legal Questions from Laymen
in German Civil Law System.” Proceedings of the 18th Conference of the European
Chapter of the Association for Computational Linguistics (Volume 1: Long Papers),
edited by Yvette Graham and Matthew Purver, Association for Computational Linguistics,
2024, pp. 2015–2027.'
short: 'M. Büttner, I. Habernal, in: Y. Graham, M. Purver (Eds.), Proceedings of
the 18th Conference of the European Chapter of the Association for Computational
Linguistics (Volume 1: Long Papers), Association for Computational Linguistics,
St. Julian{’}s, Malta, 2024, pp. 2015–2027.'
date_created: 2024-03-25T11:27:27Z
date_updated: 2024-03-25T11:28:00Z
editor:
- first_name: Yvette
full_name: Graham, Yvette
last_name: Graham
- first_name: Matthew
full_name: Purver, Matthew
last_name: Purver
language:
- iso: eng
page: 2015–2027
place: St. Julian{’}s, Malta
publication: 'Proceedings of the 18th Conference of the European Chapter of the Association
for Computational Linguistics (Volume 1: Long Papers)'
publisher: Association for Computational Linguistics
status: public
title: Answering legal questions from laymen in German civil law system
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '50985'
author:
- first_name: Norbert Otto
full_name: Eke, Norbert Otto
id: '104'
last_name: Eke
citation:
ama: Eke NO. Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade). Studia
theodisca 31 . Published online 2024:1-19.
apa: Eke, N. O. (2024). Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade).
Studia theodisca 31 , 1–19.
bibtex: '@article{Eke_2024, title={Artaud ± Brecht Peter Weiss’ Theater-Revolution
(Marat/Sade)}, journal={Studia theodisca 31 }, author={Eke, Norbert Otto}, year={2024},
pages={1–19} }'
chicago: Eke, Norbert Otto. “Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade).”
Studia theodisca 31 , 2024, 1–19.
ieee: N. O. Eke, “Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade),”
Studia theodisca 31 , pp. 1–19, 2024.
mla: Eke, Norbert Otto. “Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade).”
Studia theodisca 31 , 2024, pp. 1–19.
short: N.O. Eke, Studia theodisca 31 (2024) 1–19.
date_created: 2024-01-29T14:25:19Z
date_updated: 2024-02-05T12:38:32Z
language:
- iso: ger
page: 1-19
publication: 'Studia theodisca 31 '
publication_status: published
status: public
title: Artaud ± Brecht Peter Weiss’ Theater-Revolution (Marat/Sade)
type: journal_article
user_id: '104'
year: '2024'
...
---
_id: '50740'
author:
- first_name: Katharina S.
full_name: Weber, Katharina S.
last_name: Weber
- first_name: Sabrina
full_name: Schlesinger, Sabrina
last_name: Schlesinger
- first_name: Alexander
full_name: Lang, Alexander
last_name: Lang
- first_name: Klaus
full_name: Straßburger, Klaus
last_name: Straßburger
- first_name: Haifa
full_name: Maalmi, Haifa
last_name: Maalmi
- first_name: Anna
full_name: Zhu, Anna
last_name: Zhu
- first_name: Oana-Patricia
full_name: Zaharia, Oana-Patricia
last_name: Zaharia
- first_name: Alexander
full_name: Strom, Alexander
last_name: Strom
- first_name: Gidon J.
full_name: Bönhof, Gidon J.
last_name: Bönhof
- first_name: Janina
full_name: Goletzke, Janina
last_name: Goletzke
- first_name: Sandra
full_name: Trenkamp, Sandra
last_name: Trenkamp
- first_name: Robert
full_name: Wagner, Robert
last_name: Wagner
- first_name: Anette
full_name: Buyken, Anette
id: '65985'
last_name: Buyken
- first_name: Wolfgang
full_name: Lieb, Wolfgang
last_name: Lieb
- first_name: Michael
full_name: Roden, Michael
last_name: Roden
- first_name: Christian
full_name: Herder, Christian
last_name: Herder
- first_name: M.
full_name: Roden, M.
last_name: Roden
- first_name: H.
full_name: Al-Hasani, H.
last_name: Al-Hasani
- first_name: B.
full_name: Belgardt, B.
last_name: Belgardt
- first_name: E.
full_name: Lammert, E.
last_name: Lammert
- first_name: G.
full_name: Bönhof, G.
last_name: Bönhof
- first_name: G.
full_name: Geerling, G.
last_name: Geerling
- first_name: C.
full_name: Herder, C.
last_name: Herder
- first_name: A.
full_name: Icks, A.
last_name: Icks
- first_name: K.
full_name: Jandeleit-Dahm, K.
last_name: Jandeleit-Dahm
- first_name: J.
full_name: Kotzka, J.
last_name: Kotzka
- first_name: O.
full_name: Kuß, O.
last_name: Kuß
- first_name: W.
full_name: Rathmann, W.
last_name: Rathmann
- first_name: S.
full_name: Schlesinger, S.
last_name: Schlesinger
- first_name: V.
full_name: Schrauwen-Hinderling, V.
last_name: Schrauwen-Hinderling
- first_name: J.
full_name: Szendroedi, J.
last_name: Szendroedi
- first_name: S.
full_name: Trenkamp, S.
last_name: Trenkamp
- first_name: R.
full_name: Wagner, R.
last_name: Wagner
citation:
ama: Weber KS, Schlesinger S, Lang A, et al. Association of dietary patterns with
diabetes-related comorbidities varies among diabetes endotypes. Nutrition,
Metabolism and Cardiovascular Diseases. Published online 2024. doi:10.1016/j.numecd.2023.12.026
apa: Weber, K. S., Schlesinger, S., Lang, A., Straßburger, K., Maalmi, H., Zhu,
A., Zaharia, O.-P., Strom, A., Bönhof, G. J., Goletzke, J., Trenkamp, S., Wagner,
R., Buyken, A., Lieb, W., Roden, M., Herder, C., Roden, M., Al-Hasani, H., Belgardt,
B., … Wagner, R. (2024). Association of dietary patterns with diabetes-related
comorbidities varies among diabetes endotypes. Nutrition, Metabolism and Cardiovascular
Diseases. https://doi.org/10.1016/j.numecd.2023.12.026
bibtex: '@article{Weber_Schlesinger_Lang_Straßburger_Maalmi_Zhu_Zaharia_Strom_Bönhof_Goletzke_et
al._2024, title={Association of dietary patterns with diabetes-related comorbidities
varies among diabetes endotypes}, DOI={10.1016/j.numecd.2023.12.026},
journal={Nutrition, Metabolism and Cardiovascular Diseases}, publisher={Elsevier
BV}, author={Weber, Katharina S. and Schlesinger, Sabrina and Lang, Alexander
and Straßburger, Klaus and Maalmi, Haifa and Zhu, Anna and Zaharia, Oana-Patricia
and Strom, Alexander and Bönhof, Gidon J. and Goletzke, Janina and et al.}, year={2024}
}'
chicago: Weber, Katharina S., Sabrina Schlesinger, Alexander Lang, Klaus Straßburger,
Haifa Maalmi, Anna Zhu, Oana-Patricia Zaharia, et al. “Association of Dietary
Patterns with Diabetes-Related Comorbidities Varies among Diabetes Endotypes.”
Nutrition, Metabolism and Cardiovascular Diseases, 2024. https://doi.org/10.1016/j.numecd.2023.12.026.
ieee: 'K. S. Weber et al., “Association of dietary patterns with diabetes-related
comorbidities varies among diabetes endotypes,” Nutrition, Metabolism and Cardiovascular
Diseases, 2024, doi: 10.1016/j.numecd.2023.12.026.'
mla: Weber, Katharina S., et al. “Association of Dietary Patterns with Diabetes-Related
Comorbidities Varies among Diabetes Endotypes.” Nutrition, Metabolism and Cardiovascular
Diseases, Elsevier BV, 2024, doi:10.1016/j.numecd.2023.12.026.
short: K.S. Weber, S. Schlesinger, A. Lang, K. Straßburger, H. Maalmi, A. Zhu, O.-P.
Zaharia, A. Strom, G.J. Bönhof, J. Goletzke, S. Trenkamp, R. Wagner, A. Buyken,
W. Lieb, M. Roden, C. Herder, M. Roden, H. Al-Hasani, B. Belgardt, E. Lammert,
G. Bönhof, G. Geerling, C. Herder, A. Icks, K. Jandeleit-Dahm, J. Kotzka, O. Kuß,
W. Rathmann, S. Schlesinger, V. Schrauwen-Hinderling, J. Szendroedi, S. Trenkamp,
R. Wagner, Nutrition, Metabolism and Cardiovascular Diseases (2024).
date_created: 2024-01-23T07:16:23Z
date_updated: 2024-01-23T07:20:46Z
department:
- _id: '22'
doi: 10.1016/j.numecd.2023.12.026
keyword:
- Cardiology and Cardiovascular Medicine
- Nutrition and Dietetics
- Endocrinology
- Diabetes and Metabolism
- Medicine (miscellaneous)
language:
- iso: eng
publication: Nutrition, Metabolism and Cardiovascular Diseases
publication_identifier:
issn:
- 0939-4753
publication_status: published
publisher: Elsevier BV
status: public
title: Association of dietary patterns with diabetes-related comorbidities varies
among diabetes endotypes
type: journal_article
user_id: '92491'
year: '2024'
...
---
_id: '51301'
author:
- first_name: Rebecca
full_name: Schmidt, Rebecca
id: '94416'
last_name: Schmidt
orcid: https://orcid.org/0000-0002-2516-359X
citation:
ama: Schmidt R. Automatische Transkriptionssoftware – ein Erfahrungsbericht. . SozMethode.
2024.
apa: Schmidt, R. (2024). Automatische Transkriptionssoftware – ein Erfahrungsbericht.
. SozMethode.
bibtex: '@article{Schmidt_2024, title={Automatische Transkriptionssoftware – ein
Erfahrungsbericht. }, journal={SozMethode}, author={Schmidt, Rebecca}, year={2024}
}'
chicago: Schmidt, Rebecca. “Automatische Transkriptionssoftware – Ein Erfahrungsbericht.
.” SozMethode, 2024.
ieee: R. Schmidt, “Automatische Transkriptionssoftware – ein Erfahrungsbericht.
,” SozMethode, 2024.
mla: Schmidt, Rebecca. “Automatische Transkriptionssoftware – Ein Erfahrungsbericht.
.” SozMethode, 2024.
short: R. Schmidt, SozMethode (2024).
date_created: 2024-02-12T10:31:50Z
date_updated: 2024-02-12T10:32:06Z
department:
- _id: '121'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://sozmethode.hypotheses.org/2315
oa: '1'
publication: SozMethode
publication_date: 2024-02-12
publication_identifier:
unknown:
- 2748-7784
status: public
title: 'Automatische Transkriptionssoftware – ein Erfahrungsbericht. '
type: newspaper_article
user_id: '94416'
year: '2024'
...
---
_id: '49772'
author:
- first_name: Yves
full_name: Huybrechts, Yves
id: '78579'
last_name: Huybrechts
orcid: 0009-0009-2166-9794
- first_name: Resul
full_name: Karaca, Resul
last_name: Karaca
citation:
ama: Huybrechts Y, Karaca R. BelgienNet – une plateforme pour l’accès aux langues
et cultures de la Belgique. Synergies Pays germanophones. 2024;16:119-131.
apa: Huybrechts, Y., & Karaca, R. (2024). BelgienNet – une plateforme pour l’accès
aux langues et cultures de la Belgique. Synergies Pays germanophones, 16,
119–131.
bibtex: '@article{Huybrechts_Karaca_2024, title={BelgienNet – une plateforme pour
l’accès aux langues et cultures de la Belgique}, volume={16}, journal={Synergies
Pays germanophones}, publisher={GERFLINT}, author={Huybrechts, Yves and Karaca,
Resul}, year={2024}, pages={119–131} }'
chicago: 'Huybrechts, Yves, and Resul Karaca. “BelgienNet – une plateforme pour
l’accès aux langues et cultures de la Belgique.” Synergies Pays germanophones
16 (2024): 119–31.'
ieee: Y. Huybrechts and R. Karaca, “BelgienNet – une plateforme pour l’accès aux
langues et cultures de la Belgique,” Synergies Pays germanophones, vol.
16, pp. 119–131, 2024.
mla: Huybrechts, Yves, and Resul Karaca. “BelgienNet – une plateforme pour l’accès
aux langues et cultures de la Belgique.” Synergies Pays germanophones,
vol. 16, GERFLINT, 2024, pp. 119–31.
short: Y. Huybrechts, R. Karaca, Synergies Pays germanophones 16 (2024) 119–131.
date_created: 2023-12-18T10:07:39Z
date_updated: 2024-01-26T19:38:47Z
department:
- _id: '448'
intvolume: ' 16'
language:
- iso: fre
main_file_link:
- open_access: '1'
url: https://gerflint.fr/images/revues/Paysgermanophones/SPG_16/karaca_huybrecht.pdf
oa: '1'
page: 119-131
publication: Synergies Pays germanophones
publication_identifier:
issn:
- 1866-5268
publication_status: published
publisher: GERFLINT
status: public
title: BelgienNet – une plateforme pour l’accès aux langues et cultures de la Belgique
type: journal_article
user_id: '78579'
volume: 16
year: '2024'
...
---
_id: '53072'
abstract:
- lang: eng
text: "Negated statements require more processing efforts than assertions. However,
in certain contexts, repeating negations undergo adaptation, which over time mitigates
the effort.\r\nHere, we ask negations hamper visual processing and whether consecutive
repetitions mitigate its influence. \r\nWe assessed the overall attentional capacity
and its distribution, the relative weight, quantitatively using \r\nthe formal
Theory of Visual Attention (TVA).\r\nHere, we employed a very simple form for
negations, binary negations. Negated instructions, expressing the only alternative
to the core supposition, were cognitively demanding, resulting in a loss of attentional
capacity in three experiments. The overall attentional capacity recovered gradually
but stagnated at a lower level than with assertions, even after many repetitions.
Additionally, negations distributed the attention equally between target and reference
stimulus. Repetitions slightly increased the reference' share of attention. Assertions,
on the other hand, shifted the attentional weight towards the target. Few repetitions
slightly decreased the bias towards the target, many repetitions increased the
bias."
article_type: original
author:
- first_name: Ngoc Chi
full_name: Banh, Ngoc Chi
id: '38219'
last_name: Banh
orcid: 0000-0002-5946-4542
- first_name: Jan
full_name: Tünnermann, Jan
last_name: Tünnermann
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
id: '50352'
last_name: Rohlfing
- first_name: Ingrid
full_name: Scharlau, Ingrid
id: '451'
last_name: Scharlau
orcid: 0000-0003-2364-9489
citation:
ama: Banh NC, Tünnermann J, Rohlfing KJ, Scharlau I. Benefiting from Binary Negations?
Verbal Negations Decrease Visual Attention and Balance Its Distribution. Attention,
Perception, & Psychophysics.
apa: Banh, N. C., Tünnermann, J., Rohlfing, K. J., & Scharlau, I. (n.d.). Benefiting
from Binary Negations? Verbal Negations Decrease Visual Attention and Balance
Its Distribution. Attention, Perception, & Psychophysics.
bibtex: '@article{Banh_Tünnermann_Rohlfing_Scharlau, title={Benefiting from Binary
Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution},
journal={Attention, Perception, & Psychophysics}, author={Banh, Ngoc Chi and
Tünnermann, Jan and Rohlfing, Katharina J. and Scharlau, Ingrid} }'
chicago: Banh, Ngoc Chi, Jan Tünnermann, Katharina J. Rohlfing, and Ingrid Scharlau.
“Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention
and Balance Its Distribution.” Attention, Perception, & Psychophysics,
n.d.
ieee: N. C. Banh, J. Tünnermann, K. J. Rohlfing, and I. Scharlau, “Benefiting from
Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution,”
Attention, Perception, & Psychophysics.
mla: Banh, Ngoc Chi, et al. “Benefiting from Binary Negations? Verbal Negations
Decrease Visual Attention and Balance Its Distribution.” Attention, Perception,
& Psychophysics.
short: N.C. Banh, J. Tünnermann, K.J. Rohlfing, I. Scharlau, Attention, Perception,
& Psychophysics (n.d.).
date_created: 2024-03-27T12:16:33Z
date_updated: 2024-03-27T12:18:41Z
department:
- _id: '424'
- _id: '660'
language:
- iso: eng
project:
- _id: '115'
grant_number: '438445824'
name: 'TRR 318 - A05: TRR 318 - Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog
(Teilprojekt A05)'
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Attention, Perception, & Psychophysics
publication_status: submitted
status: public
title: Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention
and Balance Its Distribution
type: journal_article
user_id: '38219'
year: '2024'
...
---
_id: '53073'
abstract:
- lang: eng
text: While shallow decision trees may be interpretable, larger ensemble models
like gradient-boosted trees, which often set the state of the art in machine learning
problems involving tabular data, still remain black box models. As a remedy, the
Shapley value (SV) is a well-known concept in explainable artificial intelligence
(XAI) research for quantifying additive feature attributions of predictions. The
model-specific TreeSHAP methodology solves the exponential complexity for retrieving
exact SVs from tree-based models. Expanding beyond individual feature attribution,
Shapley interactions reveal the impact of intricate feature interactions of any
order. In this work, we present TreeSHAP-IQ, an efficient method to compute any-order
additive Shapley interactions for predictions of tree-based models. TreeSHAP-IQ
is supported by a mathematical framework that exploits polynomial arithmetic to
compute the interaction scores in a single recursive traversal of the tree, akin
to Linear TreeSHAP. We apply TreeSHAP-IQ on state-of-the-art tree ensembles and
explore interactions on well-established benchmark datasets.
article_type: original
author:
- first_name: Maximilian
full_name: Muschalik, Maximilian
last_name: Muschalik
- first_name: Fabian
full_name: Fumagalli, Fabian
id: '93420'
last_name: Fumagalli
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
- first_name: Eyke
full_name: Huellermeier, Eyke
id: '48129'
last_name: Huellermeier
citation:
ama: 'Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient
Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings
of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396.
doi:10.1609/aaai.v38i13.29352'
apa: 'Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2024). Beyond
TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.
Proceedings of the AAAI Conference on Artificial Intelligence, 38(13),
14388–14396. https://doi.org/10.1609/aaai.v38i13.29352'
bibtex: '@article{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP:
Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38},
DOI={10.1609/aaai.v38i13.29352},
number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence},
publisher={Association for the Advancement of Artificial Intelligence (AAAI)},
author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier,
Eyke}, year={2024}, pages={14388–14396} }'
chicago: 'Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier.
“Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for
Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence
38, no. 13 (2024): 14388–96. https://doi.org/10.1609/aaai.v38i13.29352.'
ieee: 'M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP:
Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” Proceedings
of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396,
2024, doi: 10.1609/aaai.v38i13.29352.'
mla: 'Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order
Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference
on Artificial Intelligence, vol. 38, no. 13, Association for the Advancement
of Artificial Intelligence (AAAI), 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.'
short: M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the
AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
date_created: 2024-03-27T14:50:04Z
date_updated: 2024-03-27T15:06:39Z
department:
- _id: '660'
doi: 10.1609/aaai.v38i13.29352
intvolume: ' 38'
issue: '13'
keyword:
- Explainable Artificial Intelligence
language:
- iso: eng
page: 14388-14396
project:
- _id: '126'
name: 'TRR 318 - C3: TRR 318 - Subproject C3'
- _id: '109'
grant_number: '438445824'
name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren'
- _id: '117'
name: 'TRR 318 - C: TRR 318 - Project Area C'
publication: Proceedings of the AAAI Conference on Artificial Intelligence
publication_identifier:
issn:
- 2374-3468
- 2159-5399
publication_status: published
publisher: Association for the Advancement of Artificial Intelligence (AAAI)
status: public
title: 'Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for
Tree Ensembles'
type: journal_article
user_id: '93420'
volume: 38
year: '2024'
...