Interactive Machine Learning

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1. Hamed Tabrizchi; Jafar Razmara; Amirhosein Mosavi

   Thermal prediction for energy management of clouds using a hybrid model based on CNN and stacking multi-layer bi-directional LSTM

   In: Energy Reports, Vol. 9, Pages 2253-2268, Elsevier, 12/2023.

2. Ho Minh Duy Nguyen; Hoang Nguyen; Nghiem T. Diep; Tan Pham; Tri Cao; Binh T. Nguyen; Paul Swoboda; Nhat Ho; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag; Mathias Niepert

   LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching

   In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), …

3. Ho Minh Duy Nguyen; Tan Pham; Nghiem Tuong Diep; Nghi Phan; Quang Pham; Vinh Tong; Binh T. Nguyen; Ngan Hoang Le; Nhat Ho; Pengtao Xie; Daniel Sonntag; Mathias Niepert

   On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation

   In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), …

4. Christoph Albert Johns; Michael Barz; Daniel Sonntag

   Interactive Link Prediction as a Downstream Task for Foundational GUI Understanding Models

   In: Dietmar Seipel; Alexander Steen (Hrsg.). KI 2023: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2023), …

5. Aliki Anagnostopoulou; Mareike Hartmann; Daniel Sonntag

   Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory

   In: Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP). ACL Workshop on Simple and Efficient Natural …

6. Mahsa Gholami; Elham Ghanbari-Adivi; Mohammad Ehteram; Vijay P. Singh; Ali Najah Ahmed; Amirhosein Mosavi; Ahmed El-Shafie

   Predicting longitudinal dispersion coefficient using ensemble models and optimized multi-layer perceptron models

   In: Ain Shams Engineering Journal (ASEJ), Vol. 10, Pages 2253-2277, Elsevier, 4/2023.

7. Md Abdul Kadir; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag

   A User Interface for Explaining Machine Learning Model Explanations

   In: Companion Proceedings of the 28th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces …

8. Ho Minh Duy Nguyen; Hoang Nguyen; Mai T. N. Truong; Tri Cao; Binh T. Nguyen; Nhat Ho; Paul Swoboda; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag

   Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering

   In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-2023). AAAI Conference on Artificial Intelligence (AAAI), February 7-14, …

9. Tao Hai; Biju Theruvil Sayed; Ali Majdi; Jincheng Zhou; Rafid Sagban; Shahab S. Band; Amirhosein Mosavi

   An integrated GIS-based multivariate adaptive regression splines-cat swarm optimization for improving the accuracy of wildfire susceptibility mapping

   In: Geocarto International, Vol. 38, No. 1, 2167005, Pages 1-25, Taylor & Francis, 2023.

10. Hengameh Mirhashemi; Mehdi Heydari; Omid Karami; Kourosh Ahmadi; Amirhosein Mosavi

    Modeling Climate Change Effects on the Distribution of Oak Forests with Machine Learning

    In: Forests, Vol. 14, No. 3, Pages 13220-13233, MDPI, 2023.

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