2023
PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences Inproceedings
In: ACM/IEEE JCDL 2023 - Joint Conference on Digital Libraries, 2023.
Knowledge Guided Multi-filter Residual Convolutional Neural Network for ICD Coding from Clinical Text Journal Article
In: Neural Computing and Applications, 2023.
Enhancing Data Space Semantic Interoperability through Machine Learning: a Visionary Perspective Inproceedings
In: Companion Proceedings of the ACM Web Conference 2023 (WWW '23 Companion), 2023.
Deep author name disambiguation using DBLP data Journal Article
In: International Journal on Digital Libraries, 2023.
2022
Whois? Deep Author Name Disambiguation using Bibliographic Data Inproceedings
In: The 26th International Conference on Theory and Practice of Digital Libraries, Springer, 2022.
Multimodal Ensemble Learning with AdaBoost-LSTM for Enhanced Cryptocurrency Price Forecasting and Fluctuation Distribution Analysis Inproceedings Forthcoming
In: ACM SIGSIGKDD International Conference on Knowledge Discovery & Data Mining, Under review, Forthcoming.
Interpreting VQA Systems with Counterfactual Generated Images Inproceedings Forthcoming
In: Image Processing (ICIP), IEEE International Conference on, Under review, Forthcoming.
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.
COIN: Counterfactual Image Generation for VQA Interpretation Journal Article
In: Sensors, vol. Accepted for publication , 2022.
2021
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.
Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction Inproceedings
In: 2021.
Bib2Auth: Deep Learning Approach for Author Disambiguation using Bibliographic Data Inproceedings
In: BiblioDAP workshop @ SIGKDD2021, pp. 1-9, Accepted for publication, 2021.
Early Detection of COVID Lies without Evidences and Propagation Information Inproceedings
In: CONSTRAINT @ AAAI2021, pp. 1-8, Accepted for publication, 2021.
Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claims Journal Article
In: arXiv preprint arXiv:2108.03731, 2021.
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.
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.
2020
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.
2019
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.
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.
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.
2017
3D Trajectory Extraction from 2D Videos for Human Activity Analysis Book
Logos Verlag Berlin GmbH, 2017.
Less Restrictive Camera Odometry from Monocular Camera Journal Article
In: Multimedia Tools and Applications, 2017.
Example-based 3D Trajectories of Objects from 2D Videos Journal Article
In: Circuits and Systems for Video Technology, IEEE Transactions on, 2017.
2016
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.
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.
2015
Extracting 3D Trajectories of Objects from 2D Videos Using Particle Filter Inproceedings
In: Multimedia Retrieval, ACM International Conference on, pp. 83-90, ACM, 2015.
Object detection and depth estimation for 3D trajectory extraction Inproceedings
In: Content-Based Multimedia Indexing (CBMI), International Workshop on, pp. 1-6, IEEE, 2015.
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.
Shape-Based Eye Blinking Detection and Analysis Inproceedings
In: Computer Recognition Systems (CORES),International Conference on, pp. 327-335, Springer International Publishing, 2015.