Items where Research Area is "Data Mining and Machine Learning" and Year is 2024

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Number of items: 21.

Journal Paper

  • Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs
    Bakumenko, Alexander and Hlavackova-Schindler, Katerina and Plant, Claudia and Hubig, Nina ISSN Machine Learning Arxiv (2024)

  • Exploring artificial intelligence for applications of drones in forest ecology and management
    Buchelt, Alexander and Adrowitzer, Alexander and Kieseberg, Peter and Gollob, Christoph and Nothdurft, Arne and Eresheim, Sebastian and Tschiatschek, Sebastian and Stampfer, Karl and Holzinger, Andreas ISSN 0378-1127 (2024)

  • Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length
    Hlavackova-Schindler, Katerina and Melnykova, Anna and Tubikanec, Irene pp. 1-26 ISSN 1532-4435 Microtome Publishing (2024)

  • graphLambda: Fusion Graph Neural Networks for Binding Affinity Prediction
    Mqawass, Ghaith and Popov, Petr ISSN 1549-9596 (2024)

  • Resource-Efficient Neural Networks for Embedded Systems
    Roth, Wolfgang and Schindler, Günther and Klein, Bernhard and Peharz, Robert and Tschiatschek, Sebastian and Fröning, Holger and Pernkopf, Franz and Ghahramani, Zoubin pp. 1-51 ISSN 1532-4435 (2024)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • On the Two Sides of Redundancy in Graph Neural Networks
    Bause, Franka and Moustafa, Samir and Langguth, Johannes and Gansterer, Wilfried and Kriege, Nils M. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024) , 9.9.-13.9.2024 , Vilnius, Litauen (2024)

  • Approximating the Graph Edit Distance with Compact Neighborhood Representations
    Bause, Franka and Permann, Christian and Kriege, Nils M. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024) , 9.9.-13.9.2024 , Vilnius, Litauen (2024)

  • DROPP: Structure-Aware PCA for Ordered Data: A General Method and its Applications in Climate Research and Molecular Dynamics
    Beer, Anna and Palotás, Olivér and Maldonado, Andrea and Draganov, Andrew and Assent, Ira In: 40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024 , 13-17 May 2024 , Utrecht, NL (2024)

  • FALCUN: A Simple and Efficient Deep Active Learning Strategy
    Gilhuber, Sandra and Beer, Anna and Ma, Yunpu and Seidl, Thomas In: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part III , 9-13 Sep 2024 , Vilnius, Lithuania (2024)

  • Causal Discovery among Wind-related Variables in a Wind Farm under Extreme Wind Speed Scenarios: Comparison of Results using Granger Causality and Interactive k-Means Clustering
    Hlavackova-Schindler, Katerina and Hoxhallari, Kejsi and Caumel Morales, Luis and Schicker, Irene and Plant, Claudia In: EGU 2024 - Many shades of causality analysis in Earth Sciences: Methods, challenges and applications , May, 18, 2024 , Vienna, Austria (2024)

  • Detection of Meteorological Variables in a Wind Farm Influencing the Extreme Wind Speed by Heterogenerous Granger Causality
    Hlavackova-Schindler, Katerina and Schicker, Irene and Hoxhallari, Kejsi and Plant, Claudia In: ICLR 2024 Workshop: Tackling Climate Change with Machine Learning , May 7-11, 2024 , Vienna, Austria (2024)

  • Data with Density-Based Clusters: A Generator for Systematic Evaluation of Clustering Algorithms
    Jahn, Philipp and Frey, Christian M. M. and Beer, Anna and Leiber, Collin and Seidl, Thomas In: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part VII , 9-13 Sep 2024 , Vilnius, Lithuania (2024)

  • Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
    Kougia, Vasiliki and Sedova, Anastasiia and Stephan, Andreas and Zaporojets, Klim and Roth, Benjamin In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) , 11-16 August 2024 , Bangkok, Thailand (2024)

  • Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent
    Kummer, Lorenz and Moustafa, Samir and Schrittwieser, Sebastian and Gansterer, Wilfried and Kriege, Nils M. In: ACM International Conference on Knowledge Discovery and Data Mining 2024 , 25th - 29th August, 2024 , Barcelona, Centre de Convencions Internacional de Barcelona (2024)

  • Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget
    Lehner, Johannes and Alkin, Benedikt and Fürst, Andreas and Rumetshofer, Elisabeth and Miklautz, Lukas and Hochreiter, Sepp In: The 38th Annual AAAI Conference on Artificial Intelligence , February 20-27, 2024 , Vancouver, Canada, Vancouver Convention Centre – West Building (2024)

  • Challenging Error Correction in Recognised Byzantine Greek
    Pavlopoulos, John and Kougia, Vasiliki and Arias, Esteban Garces and Platanou, Paraskevi and Shabalin, Stepan and Liagkou, Konstantina and Papadatos, Emmanouil and Essler, Holger and Camps, Jean-Baptiste and Fischer, Franz In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) , 11-16 August 2024 , Bangkok, Thailand (2024)

  • On Differentiable Bayesian Causal Structure Learning
    Rittel, Simon and Tschiatschek, Sebastian In: 40th Conference on Uncertainty in Artifical Intelligence , 15.-19.07.2024 , Barcelona, Spain (2024)

  • ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision
    Sedova, Anastasiia and Roth, Benjamin In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , 6-10 Dec 2023 , Singapore (2024)

  • Text-Guided Alternative Image Clustering
    Stephan, Andreas and Miklautz, Lukas and Leiber, Collin and Luz de Araujo, Pedro Henrique and Repas, Dominik and Plant, Claudia and Roth, Benjamin In: In Proceedings of the 9th Workshop on Representation Learning for NLP (RepL4NLP-2024) , August 11–16, 2024 , Bangkok, Thailand (2024)

  • Text-Guided Image Clustering
    Stephan, Andreas and Miklautz, Lukas and Sidak, Kevin and Wahle, Jan Philip and Gipp, Bela and Plant, Claudia and Roth, Benjamin In: 18th Conference of the European Chapter of the Association for Computational Linguistics , 17-22 Mar 2024 , St. Julian’s, Malta (2024)

  • Counterfactual Reasoning with Knowledge Graph Embeddings
    Zellinger, Lena and Stephan, Andreas and Roth, Benjamin In: 18th Conference of the European Chapter of the Association for Computational Linguistics , 17-22 Mar 2024 , St. Julian’s, Malta (2024)

    • This list was generated on Tue Nov 12 20:48:55 2024 CET.
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