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1EACL 2021
https://2021.eacl.org/calls/papers/
4 years ago by @schwemmlein
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3The Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, ISWC 2021, Virtual Event, October 24-28, 2021, Proceedings
A. Hotho, E. Blomqvist, S. Dietze, A. Fokoue, Y. Ding, P. Barnaghi, A. Haller, M. Dragoni, and H. Alani (Eds.) volume 12922 of Lecture Notes in Computer Science, Springer, (2021)
3 years ago by @hotho
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myown
semantic
web
conference
2021
myownsemanticwebconference2021
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4Malware detection on windows audit logs using LSTMs
M. Ring, D. Schlör, S. Wunderlich, D. Landes, and A. Hotho. Computers & Security, (2021)
3 years ago by @hotho
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myown
Embeddings
audit
Windows
2021
Malware
LSTM
logs
myownEmbeddingsauditWindows2021MalwareLSTMlogs
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4NeuralPDE: Modelling Dynamical Systems from Data
A. Dulny, A. Hotho, and A. Krause. (2021)cite arxiv:2111.07671.
3 years ago by @hotho
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pde
myown
neural
learning
2021
model
network
pdemyownneurallearning2021modelnetwork
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4Sequential Item Recommendation in the MOBA Game Dota 2
A. Dallmann, J. Kohlmann, D. Zoller, and A. Hotho. 2021 International Conference on Data Mining Workshops (ICDMW), page 10-17. (December 2021)
3 years ago by @hotho
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game
myown
Dota
2021
recommender
gamemyownDota2021recommender
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5CoBERT: Scientific Collaboration Prediction via Sequential Recommendation
T. Koopmann, K. Kobs, K. Herud, and A. Hotho. 2021 International Conference on Data Mining Workshops (ICDMW), page 45-54. (December 2021)
3 years ago by @hotho
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myown
collaboration
2021
recommender
myowncollaboration2021recommender
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7Detecting Presence Of Speech In Acoustic Data Obtained From Beehives
P. Janetzky, P. Davidson, M. Steininger, A. Krause, and A. Hotho. Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), Online, November 15-19, 2021, page 26--30. (2021)
3 years ago by @hotho
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bee
myown
we4bee
audio
2021
beemyownwe4beeaudio2021
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5Shared Task on Scene Segmentation @ KONVENS 2021
A. Zehe, L. Konle, S. Guhr, L. Dümpelmann, E. Gius, A. Hotho, F. Jannidis, L. Kaufmann, M. Krug, F. Puppe and 2 other author(s). Shared Task on Scene Segmentation @ KONVENS 2021, page 1-21. (2021)
3 years ago by @hotho
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nlp
scenedetection
myown
dh
from:albinzehe
stss
cls
scenes
2021
nlpscenedetectionmyowndhfrom:albinzehestssclsscenes2021
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11Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research
T. Koopmann, M. Stubbemann, M. Kapa, M. Paris, G. Buenstorf, T. Hanika, A. Hotho, R. Jäschke, and G. Stumme. Scientometrics, (2021)
3 years ago by @hotho
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from:tobias.koopmann
2021
regio
myownfrom:tobias.koopmann2021regio
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8A financial game with opportunities for fraud
J. Tritscher, A. Krause, D. Schlör, F. Gwinner, S. von Mammen, and A. Hotho. IEE COG 2021, (2021)
3 years ago by @hotho
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game_design
game
myown
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erp
from:tritsch
2021
game_designgamemyownfrauderpfrom:tritsch2021
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4Evaluating the multi-task learning approach for land use regression modelling of air pollution
A. Dulny, M. Steininger, F. Lautenschlager, A. Krause, and A. Hotho. Journal of Physics: Conference Series, 1834 (1): 012004 (March 2021)
3 years ago by @hotho
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lur
2021
from:msteininger
myownlur2021from:msteininger
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7Semi-Supervised Learning for Grain Size Distribution Interpolation
K. Kobs, C. Schäfer, M. Steininger, A. Krause, R. Baumhauer, H. Paeth, and A. Hotho. Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10--15, 2021, Proceedings, Part VI, page 34--44. Springer International Publishing, (2021)
3 years ago by @hotho
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myown
from:konstantinkobs
2021
myownfrom:konstantinkobs2021
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6Self-Supervised Multi-Task Pretraining Improves Image Aesthetic Assessment
J. Pfister, K. Kobs, and A. Hotho. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, page 816-825. (June 2021)
3 years ago by @hotho
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myown
from:janpfister
from:konstantinkobs
2021
myownfrom:janpfisterfrom:konstantinkobs2021
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5Anomaly Detection in Beehives: An Algorithm Comparison
P. Davidson, M. Steininger, F. Lautenschlager, A. Krause, and A. Hotho. (2021)
3 years ago by @hotho
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we4bee
honeybees
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myownwe4beehoneybeesanomaly-detectionfrom:pdavidson2021
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7Do Different Deep Metric Learning Losses Lead to Similar Learned Features?
K. Kobs, M. Steininger, A. Dulny, and A. Hotho. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), (October 2021)
3 years ago by @hotho
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6Assessing Media Bias in Cross-Linguistic and Cross-National Populations
A. Sales, A. Zehe, L. Marinho, A. Veloso, A. Hotho, and J. Omeliyanenko. Proceedings of the International AAAI Conference on Web and Social Media, 15 (1): 561-572 (May 2021)
3 years ago by @hotho
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icwsm
sentiment
myown
from:albinzehe
bias
2021
media
icwsmsentimentmyownfrom:albinzehebias2021media
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7Semi-unsupervised Learning: An In-depth Parameter Analysis
P. Davidson, F. Buckermann, M. Steininger, A. Krause, and A. Hotho. KI 2021: Advances in Artificial Intelligence, page 51--66. Cham, Springer International Publishing, (2021)
3 years ago by @hotho
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myown
unsupervised
bidt
2021
gm-dgm
susl
myownunsupervisedbidt2021gm-dgmsusl
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7Density-based weighting for imbalanced regression
M. Steininger, K. Kobs, P. Davidson, A. Krause, and A. Hotho. Machine Learning, (2021)
3 years ago by @hotho
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imbalanced
data
regression
density
2021
cv1
selected
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4Comparison of Transformer-Based Sequential Product Recommendation Models for the Coveo Data Challenge
E. Fischer, D. Zoller, and A. Hotho. SIGIR Workshop On eCommerce, (Jul 15, 2021)
3 years ago by @hotho
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myown
product
recommendation
transformer
2021
myownproductrecommendationtransformer2021
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7A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models
A. Dallmann, D. Zoller, and A. Hotho. Fifteenth ACM Conference on Recommender Systems, ACM, (September 2021)
3 years ago by @hotho
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myown
systems
deep
sampling
evaluation
learning
2021
recommender
myownsystemsdeepsamplingevaluationlearning2021recommender
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7Detecting Scenes in Fiction: A new Segmentation Task
A. Zehe, L. Konle, L. Dümpelmann, E. Gius, A. Hotho, F. Jannidis, L. Kaufmann, M. Krug, F. Puppe, N. Reiter and 2 other author(s). Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, ACL, (2021)
4 years ago by @hotho
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scenedetection
myown
task
dataset
kallimachos
scenes
2021
eacl
selected
scenedetectionmyowntaskdatasetkallimachosscenes2021eaclselected
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1EACL 2021

publications (hide)20
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3The Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, ISWC 2021, Virtual Event, October 24-28, 2021, Proceedings

4Malware detection on windows audit logs using LSTMs

4NeuralPDE: Modelling Dynamical Systems from Data

4Sequential Item Recommendation in the MOBA Game Dota 2

5CoBERT: Scientific Collaboration Prediction via Sequential Recommendation

7Detecting Presence Of Speech In Acoustic Data Obtained From Beehives

5Shared Task on Scene Segmentation @ KONVENS 2021

11Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research

8A financial game with opportunities for fraud

4Evaluating the multi-task learning approach for land use regression modelling of air pollution

7Semi-Supervised Learning for Grain Size Distribution Interpolation

6Self-Supervised Multi-Task Pretraining Improves Image Aesthetic Assessment

5Anomaly Detection in Beehives: An Algorithm Comparison

7Do Different Deep Metric Learning Losses Lead to Similar Learned Features?

6Assessing Media Bias in Cross-Linguistic and Cross-National Populations

7Semi-unsupervised Learning: An In-depth Parameter Analysis

7Density-based weighting for imbalanced regression

4Comparison of Transformer-Based Sequential Product Recommendation Models for the Coveo Data Challenge

7A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models

7Detecting Scenes in Fiction: A new Segmentation Task

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