Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2020A Community Detection Based Approach for Exploring Patterns in Player Reviews
Pielka, Maren; Sifa, Rafet; Ramamurthy, Rajkumar; Ojeda, César; Bauckhage, Christian
Konferenzbeitrag
2020Patterns and Outliers in Temporal Point Processes
Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Schücker, Jannis; Bauckhage, Christian
Konferenzbeitrag
2019Cognitive Systems and Robotics
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen
Aufsatz in Buch
2019Echo State Networks for Named Entity Recognition
Ramamurthy, Rajkumar; Stenzel, Robin; Sifa, Rafet; Ladi, Anna; Bauckhage, Christian
Konferenzbeitrag
2019Improving Word Embeddings Using Kernel PCA
Gupta, Vishwani; Giesselbach, Sven; Rüping, Stefan; Bauckhage, Christian
Konferenzbeitrag
2019Künstliche Intelligenz
Bauckhage, Christian
Aufsatz in Buch
2019Leveraging Domain Knowledge for Reinforcement Learning using MMC Architectures
Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Schücker, Jannis; Wrobel, Stefan
Konferenzbeitrag
2019Matrix- and Tensor Factorization for Game Content Recommendation
Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian; Kersting, Kristian
Zeitschriftenaufsatz
2019Max-Sum Dispersion via Quantum Annealing
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Konferenzbeitrag
2019Prototypes within Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet; Dong, Tiansi
Konferenzbeitrag
2019A QUBO Formulation of the k-Medoids Problem
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Konferenzbeitrag
2019RatVec: A General Approach for Low-dimensional Distributed Vector Representations via Rational Kernels
Brito, Eduardo; Georgiev, Bogdan; Domingo-Fernández, Daniel; Hoyt, Charles Tapley; Bauckhage, Christian
Konferenzbeitrag
2019Triple Classification Using Regions and Fine-Grained Entity Typing
Dong, Tiansi; Wang, Zhigang; Li, Juanzi; Bauckhage, Christian; Cremers, Armin B.
Konferenzbeitrag
2018Automated identification of sugar beet diseases using smartphones
Hallau, L.; Neumann, M.; Klatt, B.; Kleinhenz, B.; Klein, T.; Kuhn, C.; Röhrig, M.; Bauckhage, Christian; Kersting, Kristian; Mahlein, A.-K.; Steiner, U.; Oerke, E.‐C.
Zeitschriftenaufsatz
2018Customer lifetime value prediction in non-contractual freemium settings: Chasing high-value users using deep neural networks and SMOTE
Sifa, Rafet; Runge, Julian; Bauckhage, Christian; Klapper, Daniel
Konferenzbeitrag
2018Detecting and correcting spelling errors in high-quality Dutch Wikipedia text
Beeksma, M.; Gompel, M. van; Kunneman, F.; Onrust, L.; Regnerus, B.; Vinke, D.; Brito, Eduardo; Bauckhage, Christian; Sifa, Rafet
Zeitschriftenaufsatz
2018Ising models for binary clustering via adiabatic quantum computing
Bauckhage, Christian; Brito, E.; Cvejoski, Kostadin; Ojeda,César; Sifa, Rafet; Wrobel, Stefan
Konferenzbeitrag
2018Kognitive Systeme und Robotik
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen
Aufsatz in Buch
2018Matrix and Tensor Factorization Based Game Content Recommender Systems: A Bottom-Up Architecture and a Comparative Online Evaluation
Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian
Konferenzbeitrag
2018Neural conditional gradients
Schramowski, Patrick; Bauckhage, Christian; Kersting, Kristian
Bericht
2018Profiling in Games: Understanding Behavior from Telemetry
Sifa, Rafet; Drachen, Anders; Bauckhage, Christian
Aufsatz in Buch
2018Robust speech recognition for german and dialectal broadcast programmes
Stadtschnitzer, Michael
: Bauckhage, Christian; Wrobel, Stefan
Dissertation
2018Towards Shortest Paths via Adiabatic Quantum Computing
Bauckhage, Christian; Brito, Eduardo; Cvejoski, Kostadin; Ojeda, César; Schücker, Jannis; Sifa, Rafet
Konferenzbeitrag
2017Detecting geological structures in seismic volumes using deep convolutional neural networks
Jiang, Ying
: Bauckhage, Christian; Wrobel, Stefan
Master Thesis
2017Inverse dynamical inheritance in stack exchange taxonomies
Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Bauckhage, Christian
Konferenzbeitrag
2017Investigating and forecasting user activities in newsblogs: A study of seasonality, volatility and attention burst
Bauckhage, Christian; Ojeda,César; Sifa, Rafet
Konferenzbeitrag
2017A neural network implementation of Frank-Wolfe optimization
Bauckhage, Christian
Konferenzbeitrag
2017Online k-Maxoids clustering
Sifa, Rafet; Bauckhage, Christian
Konferenzbeitrag
2017Third party effect: Community based spreading in complex networks
Bauckhage, Christian; Ojeda, César; Sifa, Rafet; Agarwal, Shubham
Konferenzbeitrag
2017Towards German Word Embeddings: A Use Case with Predictive Sentiment Analysis
Brito, Eduardo; Sifa, Rafet; Cvejowski, Kostadin; Ojeda, César; Bauckhage, Christian
Konferenzbeitrag
2017Using echo state networks for cryptography
Ramamurthy, Rajkumar; Bauckhage, Christian; Buza, Krisztian; Wrobel, Stefan
Konferenzbeitrag
2016Predicting retention in sandbox games with tensor factorization-based representation learning
Sifa, Rafet; Srikanth, Sridev; Drachen, Anders; Ojeda, César; Bauckhage, Christian
Konferenzbeitrag
2016Studying Dynamics of User Behavior. Heterocedastic Time Series Forecasting and Clustering of Inhomogeneous Poisson Process
Cvejoski, Kostadin
: Bauckhage, Christian; Wrobel, Stefan
Master Thesis
2015Action recognition in still images by learning spatial interest regions from videos
Eweiwi, Abdalrahman; Cheema, Muhammad Shahzad; Bauckhage, Christian
Zeitschriftenaufsatz
2015Clustering game behavior data
Bauckhage, Christian; Drachen, Anders; Sifa, Rafet
Zeitschriftenaufsatz
2015Efficient pose-based action recognition
Eweiwi, Abdalrahman; Cheema, Muhammad Shahzad; Bauckhage, Christian; Gall, Jürgen
Konferenzbeitrag
2015Large-scale cross-game player behavior analysis on steam
Sifa, Rafet; Drachen, Anders; Bauckhage, Christian
Konferenzbeitrag
2015LEARNMINER - Advanced Analytics for eLearning
Bauckhage, Christian; Ketterl, Markus; Nütten, Ulrich
Zeitschriftenaufsatz
2015Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks
Bauckhage, Christian; Kersting, Kristian; Hadiji, Fabian
Bericht
2015Predicting purchase decisions in mobile free-to-play games
Sifa, Rafet; Hadiji, Fabian; Runge, Julian; Drachen, Anders; Kersting, Kristian; Bauckhage, Christian
Konferenzbeitrag
2015User churn migration analysis with DEDICOM
Sifa, Rafet; Ojeda, César; Bauckhage, Christian
Konferenzbeitrag
2014Collective attention to social media evolves according to diffusion models
Bauckhage, Christian; Kersting, Kristian; Rastegarpanah, Bashir
Konferenzbeitrag
2014A Comparison of Methods for Player Clustering via Behavioral Telemetry
Drachen, Anders; Thurau, Christian; Sifa, Rafet; Bauckhage, Christian
Bericht
2014Human activity recognition by separating style and content
Cheema, Muhammad Shahzad; Eweiwi, Abdalrahman; Bauckhage, Christian
Zeitschriftenaufsatz
2014Integrating lateral swaying of pedestrians into simulations
Krausz, Barbara; Bauckhage, Christian
Konferenzbeitrag
2014Mobile social media and computational intelligence
Bauckhage, Christian
Aufsatz in Buch
2014Synthetic perception for intelligent virtual agents
Haubrich, Tobias; Seele, Sven; Herpers, Rainer; Bauckhage, Christian; Becker, Peter
Konferenzbeitrag
2013Can Computers Learn from the Aesthetic Wisdom of the Crowd?
Bauckhage, Christian; Kersting, Kristian
Zeitschriftenaufsatz
2013Computing the Kullback-Leibler divergence between two Weibull distributions
Bauckhage, Christian
Bericht
2013Data mining and pattern recognition in agriculture
Bauckhage, Christian; Kersting, Kristian
Zeitschriftenaufsatz
2013Efficient information theoretic clustering on discrete lattices
Bauckhage, Christian; Kersting, Kristian
Bericht
2013GeoDBLP: Geo-tagging DBLP for mining the sociology of computer science
Hadiji, Fabian; Kersting, Kristian; Bauckhage, Christian; Ahmadi, Babak
Bericht
2013Learning and game AI
Muñoz-Avila, Hector; Bauckhage, Christian; Bida, Michal; Congdon, Clare Bates; Kendall, Graham
Konferenzbeitrag
2013Pathfinding in games
Botea, Adi; Bouzy, Bruno; Buro, Michael; Bauckhage, Christian; Nau, Dana
Konferenzbeitrag
2012Customers who cited this item also cited... - Comparing data from Amazon.com with the new Book Citation Index
Jovanovic, Milos; Bauckhage, Christian
Konferenzbeitrag
2012Deterministic CUR for improved large-scale data analysis: An empirical study
Thurau, Christian; Kersting, Kristian; Bauckhage, Christian
Konferenzbeitrag
2012Early drought stress detection in cereals: Simplex volume maximization for hyperspectral image analysis
Römer, Christoph; Wahabzada, Mirwaes; Ballvora, Agim; Pinto, Francisco; Rossini, Micol; Cinzia, Panigada; Behmann, Jan; Léon, Jens; Thurau, Christian; Bauckhage, Christian; Kersting, Kristian; Rascher, Uwe; Plümer, Lutz
Zeitschriftenaufsatz
2012How players lose interest in playing a game: An empirical study based on distributions of total playing times
Bauckhage, Christian; Kersting, Kristian; Sifa, Rafet; Thurau, Christian; Drachen, Anders; Canossa, Alessandro
Konferenzbeitrag
2012Loveparade 2010: Automatic video analysis of a crowd disaster
Krausz, Barbara; Bauckhage, Christian
Zeitschriftenaufsatz
2012Who is doing what? Simultaneous recognition of actions and actors
Cheema, Muhammad Shahzad; Eweiwiy, Abdalrahman; Bauckhage, Christian
Konferenzbeitrag
2011Automatic detection of dangerous motion behavior in human crowds
Krausz, Barbara; Bauckhage, Christian
Konferenzbeitrag
2011Change detection on millimeter-wave SAR images for C-IED applications
Asbach, Mark; Evangelidis, Georgios; Bauckhage, Christian; Essen, Helmut; Biegel, Gregor; Brehm, Thorsten; Sieger, Stefan
Konferenzbeitrag
2011Efficient and robust alignment of unsynchronized video sequences
Evangelidis, Georgios; Bauckhage, Christian
Konferenzbeitrag
2011Insights into internet memes
Bauckhage, Christian
Konferenzbeitrag
2011More influence means less work: Fast latent dirichlet allocation by influence scheduling
Wahabzada, Mirwaes; Kersting, Kristian; Pilz, Anja; Bauckhage, Christian
Konferenzbeitrag