Nina C. Hubig

According to our database, Nina C. Hubig authored at least 30 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Robust Adversarial Ensemble with Causal (Feature Interaction) Interpretations for Image Classification.

Chunheng Zhao, Pierluigi Pisu, Gurcan Comert, Negash Begashaw, Varghese Mathew Vaidyan, Nina Christine Hubig

CoRR, 2024

The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review.

Dmitry Scherbakov, Nina C. Hubig, Vinita Jansari, Alexander Bakumenko, Leslie A. Lenert

CoRR, 2024

Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs.

Alexander Bakumenko, Katerina Hlavácková-Schindler, Claudia Plant, Nina C. Hubig

CoRR, 2024

Active Learning Pipeline to Identify Candidate Terms for a CDSS Ontology.

Xia Jing, Rohan Goli, Keerthana Komatineni, Shailesh Alluri, Nina C. Hubig, Hua Min, Yang Gong, Dean F. Sittig, Paul G. Biondich, David Robinson, Christian Nøhr, Arild Faxvaag, Adam Wright, Timothy D. Law, Lior Rennert, Ronald W. Gimbel

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Low Resource ICD Coding of Hospital Discharge Summaries.

Ashton Williamson, David de Hilster, Amnon Meyers, Nina C. Hubig, Amy Apon

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

FlowDyn: A daily streamflow prediction pipeline for dynamical deep neural network applications.

Sadegh Sadeghi Tabas, Nushrat Humaira, S. Samadi, Nina C. Hubig

Environ. Model. Softw., December, 2023

DX-FloodLine: End-To-End Deep Explainable Pipeline for Real Time Flood Scene Object Detection From Multimedia Images.

Nushrat Humaira, Vidya S. Samadi, Nina C. Hubig

IEEE Access, 2023

Literature Analysis on Ontologies Applied in Clinical Decision Support Systems.

Xia Jing, Hua Min, Yang Gong, Paul G. Biondich, David Robinson, Timothy D. Law, Christian G. Nøhr, Arild Faxvaag, Lior Rennert, Nina C. Hubig, Ronald W. Gimbel

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

A GPT-based Practical Architecture for Conversational Human Digital Twins.

Shahan Mehtab Iqbal, Matias Volonte, Bart P. Knijnenburg, Nina C. Hubig

Proceedings of the 3rd Workshop on Adverse Impacts and Collateral Effects of Artificial Intelligence Technologies (AiOfAi 2023) co-located with 32nd International Conference on Artificial Intelligence (IJCAI 2023), 2023

2022

Interpretable machine learning predicts cardiac resynchronization therapy responses from personalized biochemical and biomechanical features.

Anamul Haque, Doug Stubbs, Nina C. Hubig, Francis G. Spinale, William J. Richardson

BMC Medical Informatics Decis. Mak., 2022

Visualization in Data Science VDS @ KDD 2022.

Claudia Plant, Nina C. Hubig, Junming Shao, Alvitta Ottley, Liang Gou, Torsten Möller, Adam Perer, Alexander Lex, Anamaria Crisan

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Potentialfinder - Fostering Network Innovation by Connecting Data Owners Using Scaled Business-Relevant Pattern Recognition and Clustering.

Mathias Riechert, Roshan Bhandari, Abhijeet Amle, Abhimanyu Abhinav, Nina C. Hubig

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Keyphrase Identification with a Limited Labeled Dataset Using Deep Active Learning and Domain Adaptation.

Rohan Goli, Nina C. Hubig, Hua Min, Yang Gong, Dean F. Sittig, David Robinson, Paul G. Biondich, Adam Wright, Christian Nøhr, Tim Law, Arild Faxvaag, Ronald W. Gimbel, Lior Rennert, Xia Jing

Proceedings of the AMIA 2022, 2022

2021

FlowDyn: A Dynamic Web-based Streamflow Prediction Pipeline.

Nushrat Humaira, Saber Sadeghi Tabas, S. Samadi, Nina C. Hubig

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

A clinical decision support system (CDSS) ontology to facilitate portable vaccination CDSS rules: preliminary results.

Xia Jing, Hua Min, Yang Gong, James J. Cimino, David Robinson, Dean F. Sittig, Paul G. Biondich, Adam Wright, Christian Nøhr, Tim Law, Arild Faxvaag, Akash Indani, Nina C. Hubig, Ronald W. Gimbel, Lior Rennert

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Human-Centric Preference Modeling for Virtual Agents.

Bart P. Knijnenburg, Nina C. Hubig

Proceedings of the IVA '20: ACM International Conference on Intelligent Virtual Agents, 2020

2017

Analyzing and Predicting Large Vector-, Graph- and Spatio-Temporal Data.

Nina C. Hubig

PhD thesis, 2017

Detection and Prediction of Natural Hazards Using Large-Scale Environmental Data.

Nina C. Hubig, Philip Fengler, Andreas Züfle, Ruixin Yang, Stephan Günnemann

Proceedings of the Advances in Spatial and Temporal Databases, 2017

Information-Theoretic Non-redundant Subspace Clustering.

Nina C. Hubig, Claudia Plant

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

SQL- and Operator-centric Data Analytics in Relational Main-Memory Databases.

Linnea Passing, Manuel Then, Nina C. Hubig, Harald Lang, Michael Schreier, Stephan Günnemann, Alfons Kemper, Thomas Neumann

Proceedings of the 20th International Conference on Extending Database Technology, 2017

HyPerInsight: Data Exploration Deep Inside HyPer.

Nina C. Hubig, Linnea Passing, Maximilian E. Schüle, Dimitri Vorona, Alfons Kemper, Thomas Neumann

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Generalized Independent Subspace Clustering.

Wei Ye, Samuel Maurus, Nina C. Hubig, Claudia Plant

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Effiziente Integration von Data- und Graph-Mining-Algorithmen in relationale Datenbanksysteme.

Manuel Then, Linnea Passing, Nina C. Hubig, Stephan Günnemann, Alfons Kemper, Thomas Neumann

Proceedings of the LWA 2015 Workshops: KDML, 2015

Development and evaluation of a facebook-based product advisor for online dating sites.

Martin Winter, Sebastian Goebl, Nina C. Hubig, Christopher Pleines, Christian Böhm

Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW 2015), 2015

Musical similarity analysis based on chroma features and text retrieval methods.

David Englmeier, Nina C. Hubig, Sebastian Goebl, Christian Böhm

Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW 2015), 2015

2014

Centroid Clustering of Cellular Lineage Trees.

Valeriy Khakhutskyy, Michael Schwarzfischer, Nina C. Hubig, Claudia Plant, Carsten Marr, Michael A. Rieger, Timm Schroeder, Fabian J. Theis

Proceedings of the Information Technology in Bio- and Medical Informatics, 2014

Monitoring Probabilistic Threshold SUM Query Processing in Uncertain Streams.

Nina C. Hubig, Andreas Züfle, Tobias Emrich, Matthias Renz, Mario A. Nascimento, Hans-Peter Kriegel

Proceedings of the Database Systems for Advanced Applications, 2014

2013

Active Density-Based Clustering.

Son T. Mai, Xiao He, Nina C. Hubig, Claudia Plant, Christian Böhm

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Compression-Based Graph Mining Exploiting Structure Primitives.

Jing Feng, Xiao He, Nina C. Hubig, Christian Böhm, Claudia Plant

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Continuous Probabilistic Sum Queries in Wireless Sensor Networks with Ranges.

Nina C. Hubig, Andreas Züfle, Tobias Emrich, Mario A. Nascimento, Matthias Renz, Hans-Peter Kriegel

Proceedings of the Scientific and Statistical Database Management, 2012