piwik-script

Intern
    Data Science Chair

    Publications

    2023[ to top ]
    • ConvMOS: climate model output statistics with deep learning Steininger, Michael; Abel, Daniel; Ziegler, Katrin; Krause, Anna; Paeth, Heiko; Hotho, Andreas in Data Mining and Knowledge Discovery (2023). 37(1) 136–166.
    2022[ to top ]
    • CLIP knows image aesthetics Hentschel, Simon; Kobs, Konstantin; Hotho, Andreas in Frontiers in artificial intelligence (2022). 5 976235.
    • Towards Responsible Medical Diagnostics Recommendation Systems Schl{\"{o}}r, Daniel; Hotho, Andreas in CoRR (2022). abs/2209.03760
    • On Learning Hierarchical Embeddings from Encrypted Network Traffic Wehner, Nikolas; Ring, Markus; Sch{\"{u}}ler, Joshua; Hotho, Andreas; Ho{\ss}feld, Tobias; Seufert, Michael in 2022 {IEEE/IFIP} Network Operations and Management Symposium, {NOMS} 2022, Budapest, Hungary, April 25-29, 2022 (2022). 1–7.
    • The Impact of Different System Call Representations on Intrusion Detection Wunderlich, Sarah; Ring, Markus; Landes, Dieter; Hotho, Andreas in Log. J. {IGPL} (2022). 30(2) 239–251.
    • Do Different Deep Metric Learning Losses Lead to Similar Learned Features? Kobs, Konstantin; Steininger, Michael; Dulny, Andrzej; Hotho, Andreas in CoRR (2022). abs/2205.02698
    • Sequential Item Recommendation in the {MOBA} Game Dota 2 Dallmann, Alexander; Kohlmann, Johannes; Zoller, Daniel; Hotho, Andreas in CoRR (2022). abs/2201.08724
    • SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi Pfister, Jan; Wankerl, Sebastian; Hotho, Andreas in Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, Seattle, Washington, United States, July 14-15, 2022, G. Emerson, N. Schluter, G. Stanovsky, R. Kumar, A. Palmer, N. Schneider, S. Singh, S. Ratan (eds.) (2022). 1313–1323.
    • NeuralPDE: Modelling Dynamical Systems from Data Dulny, Andrzej; Hotho, Andreas; Krause, Anna in {KI} 2022: Advances in Artificial Intelligence - 45th German Conference on AI, Trier, Germany, September 19-23, 2022, Proceedings, Lecture Notes in Computer Science, R. Bergmann, L. Malburg, S. C. Rodermund, I. J. Timm (eds.) (2022). (Vol. 13404) 75–89.
    • Comparison of Data Representations and Machine Learning Architectures for User Identification on Arbitrary Motion Sequences Schell, Christian; Hotho, Andreas; Latoschik, Marc Erich in CoRR (2022). abs/2210.00527
    • Towards Responsible Medical Diagnostics Recommendation Systems Schlör, Daniel; Hotho, Andreas (2022).
    • ConvMOS: Climate Model Ou...
      ConvMOS: Climate Model Output Statistics with Deep Learning Steininger, Michael; Abel, Daniel; Ziegler, Katrin; Krause, Anna; Paeth, Heiko; Hotho, Andreas in Data Mining and Knowledge Discovery, (P. Cellier; K. Dembczynski; A. Zimmermann; E. Devijver, eds.) (2022).
    • On Background Bias in Deep Metric Learning Kobs, Konstantin; Hotho, Andreas in CoRR (2022). abs/2210.01615
    • One Graph to Rule them Al...
      One Graph to Rule them All: Using {NLP} and Graph Neural Networks to analyse Tolkien’s Legendarium Perri, Vincenzo; Qarkaxhija, Lisi; Zehe, Albin; Hotho, Andreas; Scholtes, Ingo in Proceedings of the Computational Humanities Research Conference 2022, {CHR} 2022, Antwerp, Belgium, December 12-14, 2022, {CEUR} Workshop Proceedings, F. Karsdorp, K. L. Nielbo (eds.) (2022). (Vol. 3290) 291–317.
    • InDiReCT: Language-Guided...
      InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Kobs, Konstantin; Steininger, Michael; Hotho, Andreas (2022).
    • Personalization through U...
      Personalization through User Attributes for Transformer-based Sequential Recommendation Fischer, Elisabeth; Dallmann, Alexander; Hotho, Andreas (2022).
    • Anomaly Detection in Bee...
      Anomaly Detection in Beehives: An Algorithm Comparison Davidson, Padraig; Steininger, Michael; Lautenschlager, Florian; Krause, Anna; Hotho, Andreas in Sensor Networks, A. Ahrens, R. V. Prasad, C. Benavente-Peces, N. Ansari (eds.) (2022). 1–20.
    • {LSX} team5 at {S}em{E}va...
      {LSX} team5 at {S}em{E}val-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover{’}s Distance Heil, Stefan; Kopp, Karina; Zehe, Albin; Kobs, Konstantin; Hotho, Andreas in Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) (2022). 1190–1195.
    • {W}ue{D}evils at {S}em{E}...
      {W}ue{D}evils at {S}em{E}val-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices Wangsadirdja, Dirk; Heinickel, Felix; Trapp, Simon; Zehe, Albin; Kobs, Konstantin; Hotho, Andreas in Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) (2022). 1235–1243.
    • Point me to your Opinion,...
      Point me to your Opinion, {S}en{P}oi Pfister, Jan; Wankerl, Sebastian; Hotho, Andreas in Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) (2022). 1313–1323.
    • Semi-unsupervised Learnin...
      Semi-unsupervised Learning for Time Series Classification Davidson, Padraig; Steininger, Michael; Huhn, André; Krause, Anna; Hotho, Andreas in Milets@KDD (2022).
    • Open ERP System Data For ...
      Open ERP System Data For Occupational Fraud Detection Tritscher, Julian; Gwinner, Fabian; Schlör, Daniel; Krause, Anna; Hotho, Andreas in arxiv (2022).
    • Detecting Anomalies in Transaction Data Schlör, Daniel PhD thesis, Universität Würzburg. (2022).
    2021[ to top ]
    • Comparison of Transformer...
      Comparison of Transformer-Based Sequential Product Recommendation Models for the Coveo Data Challenge Fischer, Elisabeth; Zoller, Daniel; Hotho, Andreas in SIGIR Workshop On eCommerce (2021).
    • Anomaly Detection in Beeh...
      Anomaly Detection in Beehives: An Algorithm Comparison Davidson, Padraig; Steininger, Michael; Lautenschlager, Florian; Krause, Anna; Hotho, Andreas (2021).
    • Learning Mathematical Relations Using Deep Tree Models Wankerl, Sebastian; Dulny, Andrzej; Götz, Gerhard; Hotho, Andreas in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (2021). 1681–1687.
    • The {F}airy{N}et Corpus -...
      The {F}airy{N}et Corpus - Character Networks for {G}erman Fairy Tales Schmidt, David; Zehe, Albin; Lorenzen, Janne; Sergel, Lisa; D{\"u}ker, Sebastian; Krug, Markus; Puppe, Frank in Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (2021). 49–56.
    • NeuralPDE: Modelling Dynamical Systems from Data Dulny, Andrzej; Hotho, Andreas; Krause, Anna (2021).
    • The Semantic Web - {ISWC} 2021 - 20th International Semantic Web Conference, {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings Hotho, Andreas; Blomqvist, Eva; Dietze, Stefan; Fokoue, Achille; Ding, Ying; Barnaghi, Payam M.; Haller, Armin; Dragoni, Mauro; Alani, Harith in Lecture Notes in Computer Science (2021). (Vol. 12922) Springer.
    • Sequential Item Recommendation in the MOBA Game Dota 2 Dallmann, Alexander; Kohlmann, Johannes; Zoller, Daniel; Hotho, Andreas in 2021 International Conference on Data Mining Workshops (ICDMW) (2021). 10–17.
    • Malware detection on windows audit logs using LSTMs Ring, Markus; Schlör, Daniel; Wunderlich, Sarah; Landes, Dieter; Hotho, Andreas in Computers & Security (2021). 109 102389.
    • DETECTING PRESENCE OF SPE...
      DETECTING PRESENCE OF SPEECH IN ACOUSTIC DATA OBTAINED FROM BEEHIVES Janetzky, Pascal; Davidson, Padraig; Steininger, Michael; Krause, Anna; Hotho, Andreas in DCASE Workshop (2021).
    • Shared Task on Scene Segm...
      Shared Task on Scene Segmentation @ KONVENS 2021 Zehe, Albin; Konle, Leonard; Guhr, Svenja; Dümpelmann, Lea; Gius, Evelyn; Hotho, Andreas; Jannidis, Fotis; Kaufmann, Lucas; Krug, Markus; Puppe, Frank; Reiter, Nils; Schreiber, Annekea in Shared Task on Scene Segmentation @ KONVENS 2021 (2021). 1–21.
    • A financial game with opportunities for fraud Tritscher, Julian; Krause, Anna; Schlör, Daniel; Gwinner, Fabian; Von Mammen, Sebastian; Hotho, Andreas in 2021 IEEE Conference on Games (CoG) (2021). 1–5.
    • CoBERT: Scientific Collab...
      CoBERT: Scientific Collaboration Prediction via Sequential Recommendation Koopmann, Tobias; Kobs, Konstantin; Herud, Konstantin; Hotho, Andreas in 2021 International Conference on Data Mining Workshops (ICDMW) (2021). 45–54.
    • Evaluating the multi-task...
      Evaluating the multi-task learning approach for land use regression modelling of air pollution Dulny, Andrzej; Steininger, Michael; Lautenschlager, Florian; Krause, Anna; Hotho, Andreas in Journal of Physics: Conference Series (2021). 1834(1) 012004.
    • Do Different Deep Metric ...
      Do Different Deep Metric Learning Losses Lead to Similar Learned Features? Kobs, Konstantin; Steininger, Michael; Dulny, Andrzej; Hotho, Andreas in Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2021). 10644–10654.
    • Automating the optical identification of abrasive wear on electrical contact pins Buckermann, Florian; Klement, Nils; Beyer, Oliver; Hütten, Andreas; Hammer, Barbara in at - Automatisierungstechnik (2021). 69(10) 903–914.
    • Proximity dimensions and ...
      Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research Koopmann, Tobias; Stubbemann, Maximilian; Kapa, Matthias; Paris, Michael; Buenstorf, Guido; Hanika, Tom; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd in Scientometrics (2021).
    • Assessing Media Bias in C...
      Assessing Media Bias in Cross-Linguistic and Cross-National Populations Sales, Allan; Zehe, Albin; Marinho, Leandro Balby; Veloso, Adriano; Hotho, Andreas; Omeliyanenko, Janna in Proceedings of the International AAAI Conference on Web and Social Media (2021). 15(1) 561–572.
    • Self-Supervised Multi-Tas...
      Self-Supervised Multi-Task Pretraining Improves Image Aesthetic Assessment Pfister, Jan; Kobs, Konstantin; Hotho, Andreas in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (2021). 816–825.
    • Semi-Supervised Learning ...
      Semi-Supervised Learning for Grain Size Distribution Interpolation Kobs, Konstantin; Schäfer, Christian; Steininger, Michael; Krause, Anna; Baumhauer, Roland; Paeth, Heiko; Hotho, Andreas in Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10--15, 2021, Proceedings, Part VI (2021). 34–44.
    • Density-based weighting f...
      Density-based weighting for imbalanced regression Steininger, Michael; Kobs, Konstantin; Davidson, Padraig; Krause, Anna; Hotho, Andreas in Machine Learning, (A. Appice; S. Escalera; J. A. Gamez; H. Trautmann, eds.) (2021).
    • Detecting Scenes in Ficti...
      Detecting Scenes in Fiction: A new Segmentation Task Zehe, Albin; Konle, Leonard; Dümpelmann, Lea; Gius, Evelyn; Hotho, Andreas; Jannidis, Fotis; Kaufmann, Lucas; Krug, Markus; Puppe, Frank; Reiter, Nils; Schreiber, Annekea; Wiedmer, Nathalie in Proceedings of the 16th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 1, Long Papers (2021).
    • A Case Study on Sampling ...
      A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models Dallmann, Alexander; Zoller, Daniel; Hotho, Andreas in Fifteenth {ACM} Conference on Recommender Systems (2021).
    • A financial game with opp...
      A financial game with opportunities for fraud Tritscher, Julian; Krause, Anna; Schl{\"o}r, Daniel; Gwinner, Fabian; von Mammen, Sebastian; Hotho, Andreas in IEE COG 2021 (2021). 2021
    • Semi-unsupervised Learning: An In-depth Parameter Analysis Davidson, Padraig; Buckermann, Florian; Steininger, Michael; Krause, Anna; Hotho, Andreas in KI 2021: Advances in Artificial Intelligence, S. Edelkamp, R. M{\"o}ller, E. Rueckert (eds.) (2021). 51–66.
    2020[ to top ]
    • Integrating Keywords into...
      Integrating Keywords into BERT4Rec for Sequential Recommendation Fischer, Elisabeth; Zoller, Daniel; Dallmann, Alexander; Hotho, Andreas in KI 2020: Advances in Artificial Intelligence (2020).
    • Financial Fraud Detection...
      Financial Fraud Detection with Improved Neural Arithmetic Logic Units Schlör, Daniel; Ring, Markus; Krause, Anna; Hotho, Andreas (2020). (Vol. Fifth Workshop on MIning DAta for financial applicationS)
    • Evaluating the multi-task...
      Evaluating the multi-task learning approach for land use regression modelling of air pollution Dulny, Andrzej; Steininger, Michael; Lautenschlager, Florian; Krause, Anna; Hotho, Andreas in International Conference on Frontiers of Artificial Intelligence and Machine Learning (2020).
    • iNALU: Improved Neural Ar...
      iNALU: Improved Neural Arithmetic Logic Unit Schlör, Daniel; Ring, Markus; Hotho, Andreas in Frontiers in Artificial Intelligence (2020). 3 71.
    • Where to Submit? Helping ...
      Where to Submit? Helping Researchers to Choose the Right Venue Kobs, Konstantin; Koopmann, Tobias; Zehe, Albin; Fernes, David; Krop, Philipp; Hotho, Andreas in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings (2020). 878–883.
    • Towards Predicting the Su...
      Towards Predicting the Subscription Status of Twitch.tv Users Kobs, Konstantin; Potthast, Martin; Wiegmann, Matti; Zehe, Albin; Stein, Benno; Hotho, Andreas in Proceedings of ECML-PKDD 2020 ChAT Discovery Challenge on Chat Analytics for Twitch (2020).
    • Deep Learning for Climate...
      Deep Learning for Climate Model Output Statistics Steininger, Michael; Abel, Daniel; Ziegler, Katrin; Krause, Anna; Paeth, Heiko; Hotho, Andreas in Tackling Climate Change with Machine Learning Workshop at NeurIPS 2020 (2020).
    • Evaluation of Post-hoc XAI Approaches Through Synthetic Tabular Data Tritscher, Julian; Ring, Markus; Schlr, Daniel; Hettinger, Lena; Hotho, Andreas in Foundations of Intelligent Systems, D. Helic, G. Leitner, M. Stettinger, A. Felfernig, Z. W. Ra{\’{s}} (eds.) (2020). 422–430.
    • Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I Brefeld, Ulf; Fromont, Élisa; Hotho, Andreas; Knobbe, Arno J.; Maathuis, Marloes H.; Robardet, Céline in Lecture Notes in Computer Science (2020). (Vol. 11906) Springer.
    • Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part III Brefeld, Ulf; Fromont, Élisa; Hotho, Andreas; Knobbe, Arno J.; Maathuis, Marloes H.; Robardet, Céline in Lecture Notes in Computer Science (2020). (Vol. 11908) Springer.
    • Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part II Brefeld, Ulf; Fromont, Élisa; Hotho, Andreas; Knobbe, Arno J.; Maathuis, Marloes H.; Robardet, Céline in Lecture Notes in Computer Science (2020). (Vol. 11907) Springer.
    • NICER — Aesthetic Image...
      NICER — Aesthetic Image Enhancement with Humans in the Loop Fischer, Michael; Kobs, Konstantin; Hotho, Andreas in ACHI 2020: The Thirteenth International Conference on Advances in Computer-Human Interactions (2020). 357–362.
    • Emote-Controlled: Obtaini...
      Emote-Controlled: Obtaining Implicit Viewer Feedback through Emote based Sentiment Analysis on Comments of Popular Twitch.tv Channels Kobs, Konstantin; Zehe, Albin; Bernstetter, Armin; Chibane, Julian; Pfister, Jan; Tritscher, Julian; Hotho, Andreas in ACM Transactions on Social Computing (2020).
    • Emote-Controlled: Obtaining Implicit Viewer Feedback through Emote based Sentiment Analysis on Comments of Popular Twitch.tv Channels Kobs, Konstantin; Zehe, Albin; Bernstetter, Armin; Chibane, Julian; Pfister, Jan; Tritscher, Julian; Hotho, Andreas in {ACM} Transactions on Social Computing (2020). 3(2) 1–34.
    • Improving Sentiment Analy...
      Improving Sentiment Analysis with Biofeedback Data Schl{\"o}r, Daniel; Zehe, Albin; Kobs, Konstantin; Veseli, Blerta; Westermeier, Franziska; Br{\"u}bach, Larissa; Roth, Daniel; Latoschik, Marc Erich; Hotho, Andreas in Proceedings of LREC2020 Workshop ``People in language, vision and the mind’’ (ONION2020) (2020). 28–33.
    • LM4KG: Improving Common S...
      LM4KG: Improving Common Sense Knowledge Graphs with Language Models Omeliyanenko, Janna; Zehe, Albin; Hettinger, Lena; Hotho, Andreas in International Semantic Web Conference (2020).
    • Evaluation of post-hoc XA...
      Evaluation of post-hoc XAI approaches through synthetic tabular data Tritscher, Julian; Ring, Markus; Schlör, Daniel; Hettinger, Lena; Hotho, Andreas in International Symposium on Methodologies for Intelligent Systems (2020).
    • SimLoss: Class Similariti...
      SimLoss: Class Similarities in Cross Entropy Kobs, Konstantin; Steininger, Michael; Zehe, Albin; Lautenschlager, Florian; Hotho, Andreas (2020).
    • MapLUR: Exploring a New P...
      MapLUR: Exploring a New Paradigm for Estimating Air Pollution Using Deep Learning on Map Images Steininger, Michael; Kobs, Konstantin; Zehe, Albin; Lautenschlager, Florian; Becker, Martin; Hotho, Andreas in ACM Trans. Spatial Algorithms Syst. (2020). 6(3)
    • OpenLUR: Off-the-shelf ai...
      OpenLUR: Off-the-shelf air pollution modeling with open features and machine learning Lautenschlager, Florian; Becker, Martin; Kobs, Konstantin; Steininger, Michael; Davidson, Padraig; Krause, Anna; Hotho, Andreas in Atmospheric Environment (2020). 233 117535.
    • HarryMotions – Classify...
      HarryMotions – Classifying Relationships in Harry Potter based on Emotion Analysis Zehe, Albin; Arns, Julia; Hettinger, Lena; Hotho, Andreas in 5th SwissText & 16th KONVENS Joint Conference (2020).
    • Anomaly Detection in Beeh...
      Anomaly Detection in Beehives using Deep Recurrent Autoencoders Davidson, Padraig; Steininger, Michael; Lautenschlager, Florian; Kobs, Konstantin; Krause, Anna; Hotho, Andreas in Proceedings of the 9th International Conference on Sensor Networks (SENSORNETS 2020) (2020). 142–149.
    • Time Series Forecasting for Self-Aware Systems {Bauer}, A.; {Züfle}, M.; {Herbst}, N.; {Zehe}, A.; {Hotho}, A.; {Kounev}, S. in Proceedings of the IEEE (2020). 1–26.
    • Smartwatch-Derived Data a...
      Smartwatch-Derived Data and Machine Learning Algorithms Estimate Classes of Ratings of Perceived Exertion in Runners: A Pilot Study Davidson, Padraig; Düking, Peter; Zinner, Christoph; Sperlich, Billy; Hotho, Andreas in Sensors (2020).
    • Improving Sentiment Analy...
      Improving Sentiment Analysis with Biofeedback Data Schlör, Daniel; Zehe, Albin; Kobs, Konstantin; Veseli, Blerta; Westermeier, Franziska; Brübach, Larissa; Roth, Daniel; Latoschik, Marc Erich; Hotho, Andreas in Proceedings of the Workshop on peOple in laNguage, vIsiOn and the miNd (ONION) (2020).
    • The German and International AI Network Data Set Stubbemann, Maximilian; Koopmann, Tobias (2020).
    2019[ to top ]
    • On the Right Track! Analy...
      On the Right Track! Analysing and Predicting Navigation Success in Wikipedia Koopmann, Tobias; Dallmann, Alexander; Hettinger, Lena; Niebler, Thomas; Hotho, Andreas in Proceedings of the 30th ACM Conference on Hypertext and Social Media, HT ’19 (2019). 143–152.
    • Team Xenophilius Lovegood...
      Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks Zehe, Albin; Hettinger, Lena; Ernst, Stefan; Hauptmann, Christian; Hotho, Andreas in Proceedings of The 13th International Workshop on Semantic Evaluation (2019).
    • Flow-based network traffi...
      Flow-based network traffic generation using Generative Adversarial Networks Ring, Markus; Schlör, Daniel; Landes, Dieter; Hotho, Andreas in Computers & Security (2019). 82 156–172.
    • Detection of Scenes in Fi...
      Detection of Scenes in Fiction Gius, Evelyn; Jannidis, Fotis; Krug, Markus; Zehe, Albin; Hotho, Andreas; Puppe, Frank; Krebs, Jonathan; Reiter, Nils; Wiedmer, Nathalie; Konle, Leonard in Proceedings of Digital Humanities 2019 (2019).
    • EClaiRE: Context Matters!...
      EClaiRE: Context Matters! – Comparing Word Embeddings for Relation Classification Hettinger, Lena; Zehe, Albin; Dallmann, Alexander; Hotho, Andreas in INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft, K. David, K. Geihs, M. Lange, G. Stumme (eds.) (2019). 191–204.
    • A survey of network-based intrusion detection data sets Ring, Markus; Wunderlich, Sarah; Scheuring, Deniz; Landes, Dieter; Hotho, Andreas in Comput. Secur. (2019). 86 147–167.
    • Solving Mathematical Exer...
      Solving Mathematical Exercises: Prediction of Students’ Success Wankerl, Sebastian; Götz, Gerhard; Hotho, Andreas in LWDA, CEUR Workshop Proceedings, R. Jäschke, M. Weidlich (eds.) (2019). (Vol. 2454) 190–194.
    • Comparison of System Call Representations for Intrusion Detection Wunderlich, Sarah; Ring, Markus; Landes, Dieter; Hotho, Andreas (2019).
    2018[ to top ]
    • Adaptive kNN Using Expect...
      Adaptive kNN Using Expected Accuracy for Classification of Geo-spatial Data Kibanov, Mark; Becker, Martin; Müller, Juergen; Atzmüller, Martin; Hotho, Andreas; Stumme, Gerd in Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC ’18 (2018). 857–865.
    • ClaiRE at SemEval-2018 Ta...
      ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas in Proceedings of International Workshop on Semantic Evaluation (SemEval-2018) (2018).
    • Analysing Direct Speech i...
      Analysing Direct Speech in German Novels Jannidis, Fotis; Konle, Leonard; Zehe, Albin; Hotho, Andreas; Krug, Markus in DHd 2018 (2018).
    • ClaiRE at SemEval-2018 Ta...
      ClaiRE at SemEval-2018 Task 7 - Extended Version Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas (2018).
    • A White-Box Model for Det...
      A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels Zehe, Albin; Schlör, Daniel; Henny-Krahmer, Ulrike; Becker, Martin; Hotho, Andreas in DH (2018).
    • Healing Time Correlates W...
      Healing Time Correlates With the Quality of Scaring: Results From a Prospective Randomized Control Donor Site Trial Werdin, Frank; Tenenhaus, Mayer; Becker, Martin; Rennekampff, Hans-Oliver in Dermatologic Surgery (2018). 44(4) 521–527.
    • Big-Data Helps SDN to Improve Application Specific Quality of Service Schwarzmann, Susanna; Blenk, Andreas; Dobrijevic, Ognjen; Jarschel, Michael; Hotho, Andreas; Zinner, Thomas; Wamser, Florian in Big Data and Software Defined Networks (2018).
    • Accessing Information with Tags: Search and Ranking Navarro Bullock, Beate; Hotho, Andreas; Stumme, Gerd in Social Information Access: Systems and Technologies, P. Brusilovsky, D. He (eds.) (2018). 310–343.
    • Burrows Zeta: Varianten u...
      Burrows Zeta: Varianten und Evaluation Schöch, Christof; Calvo, José; Zehe, Albin; Hotho, Andreas in DHd 2018 (2018).
    • Burrows’ Zeta: Exploring and Evaluating Variants and Parameters Schöch, Christof; Schlör, Daniel; Zehe, Albin; Gebhard, Henning; Becker, Martin; Hotho, Andreas in DH (2018). 274–277.
    • Air Trails -- Urban Air Q...
      Air Trails -- Urban Air Quality Campaign Exploration Patterns Becker, Martin; Lautenschlager, Florian; Hotho, Andreas (2018).
    • pysubgroup: Easy-to-Use S...
      pysubgroup: Easy-to-Use Subgroup Discovery in Python. Lemmerich, Florian; Becker, Martin in ECML/PKDD (3), Lecture Notes in Computer Science, U. Brefeld, E. Curry, E. Daly, B. MacNamee, A. Marascu, F. Pinelli, M. Berlingerio, N. Hurley (eds.) (2018). (Vol. 11053) 658–662.
    • Flow-based Network Traffic Generation using Generative Adversarial Networks. Ring, Markus; Schlör, Daniel; Landes, Dieter; Hotho, Andreas in CoRR (2018). abs/1810.07795
    • Detection of slow port scans in flow-based network traffic Ring, Markus; Landes, Dieter; Hotho, Andreas in PLOS ONE (2018). 13(9) 1–18.
    • EveryAware Gears: A Tool ...
      EveryAware Gears: A Tool to visualize and analyze all types of Citizen Science Data Lautenschlager, Florian; Becker, Martin; Steininger, Michael; Hotho, Andreas in Proceedings of VGI Geovisual Analytics Workshop, colocated with BDVA 2018, D. Burghardt, S. Chen, G. Andrienko, N. Andrienko, R. Purves, A. Diehl (eds.) (2018).
    2017[ to top ]
    • A Bayesian Method for Comparing Hypotheses About Human Trails Singer, Philipp; Helic, Denis; Hotho, Andreas; Strohmaier, Markus in ACM Trans. Web (2017). 11(3) 14:1–14:29.
    • Participatory sensing, op...
      Participatory sensing, opinions and collective awareness Loreto, Vittorio; Haklay, Mordechai; Hotho, Andreas; Servedio, Vito C. P.; Stumme, Gerd; Theunis, Jan; Tria, Francesca (2017). Springer.
    • IP2Vec: Learning Similari...
      IP2Vec: Learning Similarities Between IP Addresses Ring, Markus; Landes, Dieter; Dallmann, Alexander; Hotho, Andreas in 2017 IEEE International Conference on Data Mining Workshops (ICDMW) (2017). 657–666.
    • Flow-based benchmark data...
      Flow-based benchmark data sets for intrusion detection Ring, Markus; Wunderlich, Sarah; Gr{\"u}dl, Dominik; Landes, Dieter; Hotho, Andreas in Proceedings of the 16th European Conference on Cyber Warfare and Security (2017). 361–369.
    • Comparing Hypotheses Abou...
      Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications Lemmerich, Florian; Singer, Philipp; Becker, Martin; Espin-Noboa, Lisette; Dimitrov, Dimitar; Helic, Denis; Hotho, Andreas; Strohmaier, Markus in Joint European Conference on Machine Learning and Knowledge Discovery in Databases (2017). 354–357.
    • Creation of Flow-Based Da...
      Creation of Flow-Based Data Sets for Intrusion Detection Ring, Markus; Wunderlich, Sarah; Grüdl, Dominik; Landes, Dieter; Hotho, Andreas in Journal of Information Warfare (2017). 16(4) 41–54.
    • Improving Session Recomme...
      Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time. Dallmann, Alexander; Grimm, Alexander; Pölitz, Christian; Zoller, Daniel; Hotho, Andreas in CoRR (2017). abs/1706.10231
    • Neutralising the Authoria...
      Neutralising the Authorial Signal in Delta by Penalization: Stylometric Clustering of Genre in Spanish Novels. Tello, José Calvo; Schlör, Daniel; Henny-Krahmer, Ulrike; Schöch, Christof in DH, R. Lewis, C. Raynor, D. Forest, M. Sinatra, S. Sinclair (eds.) (2017).
    • Towards Sentiment Analysi...
      Towards Sentiment Analysis on German Literature Zehe, Albin; Becker, Martin; Jannidis, Fotis; Hotho, Andreas (2017).
    • Learning Semantic Related...
      Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas in ISWC’17 (2017).
    • Applications for Environm...
      Applications for Environmental Sensing in EveryAware Atzmueller, Martin; Becker, Martin; Molino, Andrea; Mueller, Juergen; Peters, Jan; S{\^\i}rbu, Alina in Participatory Sensing, Opinions and Collective Awareness (2017). 135–155.
    • Leveraging User-Interacti...
      Leveraging User-Interactions for Time-Aware Tag Recommendations Zoller, Daniel; Doerfel, Stephan; Pölitz, Christian; Hotho, Andreas in Proceedings of the Workshop on Temporal Reasoning in Recommender Systems, {CEUR} Workshop Proceedings (2017).
    • Learning Semantic Related...
      Learning Semantic Relatedness From Human Feedback Using Metric Learning Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas (2017).
    • Sedentary Behavior among ...
      Sedentary Behavior among National Elite Rowers during Off-Training—A Pilot Study Sperlich, Billy; Becker, Martin; Hotho, Andreas; Wallmann-Sperlich, Birgit; Sareban, Mahdi; Winkert, Kay; Steinacker, Jürgen M.; Treff, Gunnar in Frontiers in Physiology (2017). 8 655.
    • Collective Sensing Platfo...
      Collective Sensing Platforms Atzmueller, Martin; Becker, Martin; Mueller, Juergen in Participatory Sensing, Opinions and Collective Awareness (2017). 115–133.
    • Mining social semantics o...
      Mining social semantics on the social web Hotho, A.; Jaeschke, R.; Lerman, K. in Semantic Web (2017). 8(5) 623–624.
    • Experimental Assessment o...
      Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson Gravino, Pietro; S{\^\i}rbu, Alina; Becker, Martin; Servedio, Vito DP; Loreto, Vittorio in Participatory Sensing, Opinions and Collective Awareness (2017). 337–362.
    • MixedTrails: Bayesian hyp...
      MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data Becker, Martin; Lemmerich, Florian; Singer, Philipp; Strohmaier, Markus; Hotho, Andreas in Data Mining and Knowledge Discovery (2017).
    • Learning Word Embeddings ...
      Learning Word Embeddings from Tagging Data: A methodological comparison Niebler, Thomas; Hahn, Luzian; Hotho, Andreas in Proceedings of the LWDA (2017).
    • Eleven-Week Preparation I...
      Eleven-Week Preparation Involving Polarized Intensity Distribution Is Not Superior to Pyramidal Distribution in National Elite Rowers Treff, Gunnar; Winkert, Kay; Sareban, Mahdi; Steinacker, Jürgen M.; Becker, Martin; Sperlich, Billy in Frontiers in Physiology (2017). 8 515.
    • A Toolset for Intrusion a...
      A Toolset for Intrusion and Insider Threat Detection Ring, Markus; Wunderlich, Sarah; Gr{\"u}dl, Dominik; Landes, Dieter; Hotho, Andreas in Data Analytics and Decision Support for Cybersecurity: Trends, Methodologies and Applications, I. Palomares Carrascosa, H. K. Kalutarage, Y. Huang (eds.) (2017). 3–31.
    2016[ to top ]
    • What Users Actually do in...
      What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy Doerfel, Stephan; Zoller, Daniel; Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus in ACM Transactions on the Web (2016). 10(2) 14:1–14:32.
    • Mining Subgroups with Exc...
      Mining Subgroups with Exceptional Transition Behavior. Lemmerich, Florian; Becker, Martin; Singer, Philipp; Helic, Denis; Hotho, Andreas; Strohmaier, Markus in KDD, B. Krishnapuram, M. Shah, A. J. Smola, C. Aggarwal, D. Shen, R. Rastogi (eds.) (2016). 965–974.
    • SparkTrails: A MapReduce ...
      SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails. Becker, Martin; Mewes, Hauke; Hotho, Andreas; Dimitrov, Dimitar; Lemmerich, Florian; Strohmaier, Markus in WWW (Companion Volume), J. Bourdeau, J. Hendler, R. Nkambou, I. Horrocks, B. Y. Zhao (eds.) (2016). 17–18.
    • Extracting Semantics from...
      Extracting Semantics from Random Walks on Wikipedia: Comparing learning and counting methods Dallmann, Alexander; Niebler, Thomas; Lemmerich, Florian; Hotho, Andreas in Wiki Workshop@ICWSM, R. West, L. Zia, D. Taraborelli, J. Leskovec (eds.) (2016).
    • FolkTrails: Interpreting ...
      FolkTrails: Interpreting Navigation Behavior in a Social Tagging System Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas in Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, CIKM ’16 (2016).
    • Prediction of Happy Endin...
      Prediction of Happy Endings in German Novels Zehe, Albin; Becker, Martin; Hettinger, Lena; Hotho, Andreas; Reger, Isabella; Jannidis, Fotis in Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing 2016, P. Cellier, T. Charnois, A. Hotho, S. Matwin, M.-F. Moens, Y. Toussaint (eds.) (2016). 9–16.
    • Extracting Semantics from...
      Extracting Semantics from Unconstrained Navigation on Wikipedia Niebler, Thomas; Schlör, Daniel; Becker, Martin; Hotho, Andreas in KI (2016). 30(2) 163–168.
    • Comparison of non-invasiv...
      Comparison of non-invasive individual monitoring of the training and health of athletes with commercially available wearable technologies Düking, Peter; Hotho, Andreas; Fuss, Franz Konstantin; Holmberg, Hans-Christer; Sperlich, Billy in Frontiers in Physiology (2016). 7(71)
    • Posted, Visited, Exported...
      Posted, Visited, Exported: Altmetrics in the Social Tagging System BibSonomy Zoller, Daniel; Doerfel, Stephan; Jäschke, Robert; Stumme, Gerd; Hotho, Andreas in Journal of Informetrics (2016). 10(3) 732–749.
    • Straight Talk! Automatic ...
      Straight Talk! Automatic Recognition of Direct Speech in Nineteenth-Century French Novels. Sch{\"o}ch, Christof; Schl{\"o}r, Daniel; Popp, Stefanie; Brunner, Annelen; Henny, Ulrike; Tello, Jos{\’e} Calvo in DH (2016). 346–353.
    • Analyzing Features for th...
      Analyzing Features for the Detection of Happy Endings in German Novels Jannidis, Fotis; Reger, Isabella; Zehe, Albin; Becker, Martin; Hettinger, Lena; Hotho, Andreas (2016).
    • MixedTrails: Bayesian Hyp...
      MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data Becker, Martin; Lemmerich, Florian; Singer, Philipp; Strohmaier, Markus; Hotho, Andreas (2016).
    • Creation of Specific Flow...
      Creation of Specific Flow-Based Training Data Sets for Usage Behaviour Classification Otto, Florian; Ring, Markus; Landes, Dieter; Hotho, Andreas in ECCWS2016-Proceedings fo the 15th European Conference on Cyber Warfare and Security (2016). 437.
    • Classification of Literar...
      Classification of Literary Subgenres Hettinger, Lena; Jannidis, Fotis; Reger, Isabella; Hotho, Andreas in DHd 2016 (2016).
    • Significance Testing for ...
      Significance Testing for the Classification of Literary Subgenres Hettinger, Lena; Jannidis, Fotis; Reger, Isabella; Hotho, Andreas in DH 2016 (2016).
    2015[ to top ]
    • Participatory Patterns in...
      Participatory Patterns in an International Air Quality Monitoring Initiative Sîrbu, Alina; Becker, Martin; Caminiti, Saverio; De Baets, Bernard; Elen, Bart; Francis, Louise; Gravino, Pietro; Hotho, Andreas; Ingarra, Stefano; Loreto, Vittorio; Molino, Andrea; Mueller, Juergen; Peters, Jan; Ricchiuti, Ferdinando; Saracino, Fabio; Servedio, Vito D. P.; Stumme, Gerd; Theunis, Jan; Tria, Francesca; Van den Bossche, Joris in PLoS ONE (2015). 10(8) e0136763.
    • Exploratory subgroup anal...
      Exploratory subgroup analytics on ubiquitous data Atzmueller, Martin; Mueller, Juergen; Becker, Martin in Mining, Modeling and Recommending ’Things’ in Social Media (2015). (Vol. 8940) 1–20.
    • Genre classification on G...
      Genre classification on German novels Hettinger, Lena; Becker, Martin; Reger, Isabella; Jannidis, Fotis; Hotho, Andreas in Proceedings of the 12th International Workshop on Text-based Information Retrieval (2015).
    • Photowalking the city: co...
      Photowalking the city: comparing hypotheses about urban photo trails on Flickr Becker, Martin; Singer, Philipp; Lemmerich, Florian; Hotho, Andreas; Helic, Denis; Strohmaier, Markus in Proceedings of the 7th International Conference on SocialInformatics (to appear) (2015).
    • Evaluating Emergent Seman...
      Evaluating Emergent Semantics in Folksonomies on Human Intuition Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas (2015).
    • Participatory Patterns in an International Air Quality Monitoring Initiative Sîrbu, Alina; Becker, Martin; Caminiti, Saverio; De Baets, Bernard; Elen, Bart; Francis, Louise; Gravino, Pietro; Hotho, Andreas; Ingarra, Stefano; Loreto, Vittorio; Molino, Andrea; Mueller, Juergen; Peters, Jan; Ricchiuti, Ferdinando; Saracino, Fabio; Servedio, Vito D. P.; Stumme, Gerd; Theunis, Jan; Tria, Francesca; Van den Bossche, Joris (2015).
    • Media Bias in German Onli...
      Media Bias in German Online Newspapers Dallmann, Alexander; Lemmerich, Florian; Zoller, Daniel; Hotho, Andreas in 26th ACM Conference on Hypertext and Social Media (2015).
    • Hyptrails: A bayesian app...
      Hyptrails: A bayesian approach for comparing hypotheses about human trails Singer, P.; Helic, D.; Hotho, A.; Strohmaier, M. in 24th International World Wide Web Conference (WWW2015) (2015).