Florian Lemmerich

Orcid: 0000-0001-7620-1376

Affiliations:
  • University of Würzburg, Germany


According to our database1, Florian Lemmerich authored at least 86 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
A Framework for Studying Communication Pathways in Machine Learning-Based Agent-to-Agent Communication.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
Bayesian estimation of decay parameters in Hawkes processes.
Intell. Data Anal., 2023

Towards Measuring Representational Similarity of Large Language Models.
CoRR, 2023

Similarity of Neural Network Models: A Survey of Functional and Representational Measures.
CoRR, 2023

2022
On the Prediction Instability of Graph Neural Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Estimating the Pruned Search Space Size of Subgroup Discovery.
Proceedings of the IEEE International Conference on Data Mining, 2022

GetFair: Generalized Fairness Tuning of Classification Models.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021
The Effects of Gender Signals and Performance in Online Product Reviews.
Frontiers Big Data, 2021

Updating Embeddings for Dynamic Knowledge Graphs.
CoRR, 2021

Surfacing Estimation Uncertainty in the Decay Parameters of Hawkes Processes with Exponential Kernels.
CoRR, 2021

A Comparative Evaluation of Quantification Methods.
CoRR, 2021

Volunteer contributions to Wikipedia increased during COVID-19 mobility restrictions.
CoRR, 2021

Simulating systematic bias in attributed social networks and its effect on rankings of minority nodes.
Appl. Netw. Sci., 2021

Inferring Sociodemographic Attributes of Wikipedia Editors: State-of-the-art and Implications for Editor Privacy.
Proceedings of the Companion of The Web Conference 2021, 2021

The FairCeptron: A Framework for Measuring Human Perceptions of Algorithmic Fairness.
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

The Effects of Randomness on the Stability of Node Embeddings.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Redescription Model Mining.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Sudden Attention Shifts on Wikipedia During the COVID-19 Crisis.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Global Gender Differences in Wikipedia Readership.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

2020
Systematic edge uncertainty in attributed social networks and its effects on rankings of minority nodes.
CoRR, 2020

From Asking to Answering: Getting More Involved on Stack Overflow.
CoRR, 2020

Quota-based debiasing can decrease representation of already underrepresented groups.
CoRR, 2020

The Effects of Randomness on the Stability of Node Embeddings.
CoRR, 2020

Sudden Attention Shifts on Wikipedia Following COVID-19 Mobility Restrictions.
CoRR, 2020

The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Detecting Different Forms of Semantic Shift in Word Embeddings via Paradigmatic and Syntagmatic Association Changes.
Proceedings of the Semantic Web - ISWC 2020, 2020

Joint Multiclass Debiasing of Word Embeddings.
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Mining Exceptional Mediation Models.
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

2019
What's in a Review: Discrepancies Between Expert and Amateur Reviews of Video Games on Metacritic.
Proc. ACM Hum. Comput. Interact., 2019

Privacy Attacks on Network Embeddings.
CoRR, 2019

HopRank: How Semantic Structure Influences Teleportation in PageRank (A Case Study on BioPortal).
Proceedings of the World Wide Web Conference, 2019

Why the World Reads Wikipedia: Beyond English Speakers.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

A Characterization of Political Communities on Reddit.
Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019

Identifying Biases in Politically Biased Wikis through Word Embeddings.
Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019

2018
(Don't) Mention the War: A Comparison of Wikipedia and Britannica Articles on National Histories.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Homophily at Academic Conferences.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Query for Architecture, Click through Military: Comparing the Roles of Search and Navigation on Wikipedia.
Proceedings of the 10th ACM Conference on Web Science, 2018

pysubgroup: Easy-to-Use Subgroup Discovery in Python.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017
MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data.
Data Min. Knowl. Discov., 2017

JANUS: A hypothesis-driven Bayesian approach for understanding edge formation in attributed multigraphs.
Appl. Netw. Sci., 2017

Why We Read Wikipedia.
Proceedings of the 26th International Conference on World Wide Web, 2017

What Makes a Link Successful on Wikipedia?
Proceedings of the 26th International Conference on World Wide Web, 2017

Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Analysing Timelines of National Histories Across Wikipedia Editions: A Comparative Computational Approach.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Predicting Genre Preferences from Cultural and Socio-Economic Factors for Music Retrieval.
Proceedings of the Advances in Information Retrieval, 2017

2016
Fast exhaustive subgroup discovery with numerical target concepts.
Data Min. Knowl. Discov., 2016

Discovering and Explaining Mobility Patterns in Urban Spaces: A Study of Manhattan Taxi Data.
CoRR, 2016

MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data.
CoRR, 2016

Analyzing Sequential User Behavior on the Web.
Proceedings of the 25th International Conference on World Wide Web, 2016

Discovering and Characterizing Mobility Patterns in Urban Spaces: A Study of Manhattan Taxi Data.
Proceedings of the 25th International Conference on World Wide Web, 2016

Inferring Gender from Names on the Web: A Comparative Evaluation of Gender Detection Methods.
Proceedings of the 25th International Conference on World Wide Web, 2016

Visual Positions of Links and Clicks on Wikipedia.
Proceedings of the 25th International Conference on World Wide Web, 2016

SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails.
Proceedings of the 25th International Conference on World Wide Web, 2016

Mining Subgroups with Exceptional Transition Behavior.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Extracting Semantics from Random Walks on Wikipedia: Comparing Learning and Counting Methods.
Proceedings of the Wiki, 2016

A Hypotheses-driven Bayesian Approach for Understanding Edge Formation in Attributed Multigraphs.
Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016

2015
Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr.
Proceedings of the Social Informatics - 7th International Conference, 2015

Media Bias in German Online Newspapers.
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories.
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

Text Categorization for Deriving the Application Quality in Enterprises Using Ticketing Systems.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

2014
A Critical View on Automatic Significance-Filtering in Pattern Mining.
Proceedings of the 1st ECML/PKDD Workshop on Statistically Sound Data Mining, 2014

Neue Techniken zur effizienten und effektiven Subgruppenentdeckung.
Proceedings of the Ausgezeichnete Informatikdissertationen 2014, 2014

Novel Techniques for Efficient and Effective Subgroup Discovery.
PhD thesis, 2014

2013
Exploratory pattern mining on social media using geo-references and social tagging information.
Int. J. Web Sci., 2013

Difference-Based Estimates for Generalization-Aware Subgroup Discovery.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Smoothed Discretization for Simplified Cutpoints.
Proceedings of the LWA 2013. Lernen, 2013

2012
Generic Pattern Trees for Exhaustive Exceptional Model Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Collective Information Extraction with Context-Specific Consistencies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

VIKAMINE - Open-Source Subgroup Discovery, Pattern Mining, and Analytics.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Stacked Conditional Random Fields Exploiting Structural Consistencies.
Proceedings of the ICPRAM 2012, 2012

2011
Describing Locations Using Tags and Images: Explorative Pattern Mining in Social Media.
Proceedings of the Modeling and Mining Ubiquitous Social Media, 2011

Modeling Location-Based Profiles of Social Image Media Using Explorative Pattern Mining.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Incremental Compilation of Knowledge Documents for Markup-based Closed-World Authoring.
Proceedings of the Report of the symposium "Lernen, 2011

Identifying and Presenting Influence Factors on Student Drop-outs by Subgroup Discovery.
Proceedings of the Report of the symposium "Lernen, 2011

VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery.
Proceedings of the Report of the symposium "Lernen, 2011

Local Models for Expectation-Driven Subgroup Discovery.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Identifying Influence Factors on Students Success by Subgroup Discovery.
Proceedings of the 4th International Conference on Educational Data Mining, 2011

2010
Taking OWL to Athens: Semantic Web Technology takes Ancient Greek History to Students.
Proceedings of the LWA 2010, 2010

Fast Discovery of Relevant Subgroup Patterns.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Taking OWL to Athens.
Proceedings of the Semantic Web: Research and Applications, 2010

2009
An Extensible Semantic Wiki Architecture.
Proceedings of the 4th Semantic Wiki Workshop (SemWiki 2009) at the 6th European Semantic Web Conference (ESWC 2009), 2009

Fast and Effective Subgroup Mining for Continuous Target Variables.
Proceedings of the LWA 2009: Workshop-Woche: Lernen, 2009

Fast Subgroup Discovery for Continuous Target Concepts.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

2008
Generating Evaluation Data using Bayesian Networks - A Simple and Effective Modeling Methodology.
Proceedings of the LWA 2008, 2008

A Methodological Approach for the Effective Modeling of Bayesian Networks.
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008


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