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2022

Boukhers, Zeyd and Hartmann, Timo and Jürjens, Jan

COIN: Counterfactual Image Generation for VQA Interpretation Journal Article

In: Sensors, vol. Accepted for publication , 2022.

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Boukhers, Zeyd and Bouabdallah, Azeddine

Vision and Natural Language for Metadata Extraction from PDF Documents: A Multimodal Approach Inproceedings

In: ACM/IEEE Joint Conference on Digital Library, Accepted for publication, 2022.

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Boukhers, Zeyd and Hartmann, Timo and Shirahama, Kimiaki and Jürjens, Jan

Interpreting VQA Systems with Counterfactual Generated Images Inproceedings

In: Image Processing (ICIP), IEEE International Conference on, Under review, 2022.

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Boukhers, Zeyd and Goswami, Prantik and Jürjens, Jan

The Impact of External Knowledge on Automatic ICD Coding from Clinical Text Inproceedings

In: ACM SIGSIGKDD International Conference on Knowledge Discovery & Data Mining, Under review, 2022.

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Boukhers, Zeyd and Bouabdallah, Azeddine and Jürjens, Jan

Multimodal Approach for Cryptocurrency Price Prediction Inproceedings

In: ACM SIGSIGKDD International Conference on Knowledge Discovery & Data Mining, Under review, 2022.

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2021

Boukhers, Zeyd and Goswami, Prantik and Beili, Nada and Zafar, Muhammad Arslan and Hartmann, Timo

MexPub: Deep Transfer Learning for Metadata Extraction from German Publications Inproceedings

In: ACM/IEEE Joint Conference on Digital Library, pp. 1-8, Accepted for publication, 2021.

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Boukhers, Zeyd and Wete, Danniene and Staab, Steffen

LaHAR: Latent Human Activity Recognition using LDA Inproceedings

In: The AAAI 2021 Workshop on Plan, Activity, and Intent Recognition, pp. 1-8, Accepted for publication, 2021.

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Schlicht, Ipek Baris and Sezerer, Erhan and Tekir, Selma and Han, Oul and Boukhers, Zeyd

Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claims Journal Article

In: arXiv preprint arXiv:2108.03731, 2021.

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Barisand, Ipek and Boukhers, Zeyd

Early Detection of COVID Lies without Evidences and Propagation Information Inproceedings

In: CONSTRAINT @ AAAI2021, pp. 1-8, Accepted for publication, 2021.

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Boukhers, Zeyd and Bahubali, Nagaraj and Chandrasekaran, Abinaya Thulsi and Anand, Adarsh and Prasadand, Soniya Manchenahalli Gnanendra and Aralappa, Sriram

Bib2Auth: Deep Learning Approach for Author Disambiguation using Bibliographic Data Inproceedings

In: BiblioDAP workshop @ SIGKDD2021, pp. 1-9, Accepted for publication, 2021.

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Baier, Alexandra and Boukhers, Zeyd and Staab, Steffen

Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction Inproceedings

In: 2021.

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Boukhers, Zeyd and Mayr, Philipp and Peroni, Silvio

BiblioDAP'21: The 1st Workshop on Bibliographic Data Analysis and Processing Inproceedings

In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, pp. 4110–4111, 2021.

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2020

Koltsov, Sergei and Ignatenko, Vera and Boukhers, Zeyd and Staab, Steffen

Analyzing the Influence of Hyper-parameters and Regularizers of Topic Modeling in Terms of Renyi Entropy Journal Article

In: Entropy, pp. Accepted for publication, 2020.

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2019

Boukhers, Zeyd and Ambhore, Shrihash and Staab, Steffen

An End-to-end Approach for Extracting and Segmenting High-Variance References from PDF Documents Inproceedings

In: ACM/IEEE Joint Conference on Digital Library, pp. 1-10, ACM, 2019.

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Hosseini, Azam and Ghavimi, Behnam and Boukhers, Zeyd and Mayr, Philipp

EXCITE–A toolchain to extract, match and publish open literature references Inproceedings

In: ACM/IEEE Joint Conference on Digital Library, pp. 432-433, ACM, 2019.

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Koltsov, Sergei and Ignatenko, Vera and Boukhers, Zeyd and Staab, Steffen

Fractal approach for determining the optimal number of topics in the field of topic modeling. Journal Article

In: Journal of Physics: Conference Series, pp. 012025, 2019.

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2017

Boukhers, Zeyd and Shirahama, Kimiaki and Grzegorzek, Marcin

Example-based 3D Trajectories of Objects from 2D Videos Journal Article

In: Circuits and Systems for Video Technology, IEEE Transactions on, 2017.

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Boukhers, Zeyd and Shirahama, Kimiaki and Grzegorzek, Marcin

Less Restrictive Camera Odometry from Monocular Camera Journal Article

In: Multimedia Tools and Applications, 2017.

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Boukhers, Zeyd

3D Trajectory Extraction from 2D Videos for Human Activity Analysis Book

Logos Verlag Berlin GmbH, 2017.

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2016

Khan, Muhammad Hassan and Helsper, Jullien and Boukhers, Zeyd and Grzegorzek, Marcin

Automatic recognition of movement patterns in the vojta-therapy using RGB-D data Inproceedings

In: Image Processing (ICIP), IEEE International Conference on, pp. 1235-1239, IEEE, 2016.

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Boukhers, Zeyd and Wang, Yicong and Shirahama, Kimiaki and Uehara, Kuniaki and Grzegorzek, Marcin

Convoy Detection in Crowded Surveillance Videos Inproceedings

In: Human Behavior Understanding (HBU) at ACM Multimedia, International Workshop on, pp. 137-147, Springer International Publishing, 2016.

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2015

Boukhers, Zeyd and Jarzyński, Tomasz and Schmidt, Florian and Tiebe, Oliver and Grzegorzek, Marcin

Shape-Based Eye Blinking Detection and Analysis Inproceedings

In: Computer Recognition Systems (CORES),International Conference on, pp. 327-335, Springer International Publishing, 2015.

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Zou, Yan Ling and Li, Chen and Boukhers, Zeyd and Shirahama, Kimiaki and Jiang, Tao and Grzegorzek, Marcin

Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram Inproceedings

In: Computer Recognition Systems (CORES),International Conference on, pp. 543-552, Springer International Publishing, 2015.

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Boukhers, Zeyd and Shirahama, Kimiaki and Li, Frédéric and Grzegorzek, Marcin

Object detection and depth estimation for 3D trajectory extraction Inproceedings

In: Content-Based Multimedia Indexing (CBMI), International Workshop on, pp. 1-6, IEEE, 2015.

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Boukhers, Zeyd and Shirahama, Kimiaki and Li, Frédéric and Grzegorzek, Marcin

Extracting 3D Trajectories of Objects from 2D Videos Using Particle Filter Inproceedings

In: Multimedia Retrieval, ACM International Conference on, pp. 83-90, ACM, 2015.

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