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Publications at "IAL@PKDD/ECML"( http://dblp.L3S.de/Venues/IAL@PKDD/ECML )

URL (DBLP): http://dblp.uni-trier.de/db/conf/ial

Publication years (Num. hits)
2017-2018 (21) 2020-2021 (23) 2022-2023 (18)
Publication types (Num. hits)
inproceedings(56) proceedings(6)
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Found 62 publication records. Showing 62 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Marek Herde, Denis Huseljic, Bernhard Sick, Ulrich Bretschneider, Sarah Oeste-Reiß Who knows best? A Case Study on Intelligent Crowdworker Selection via Deep Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Mirko Bunse, Georg Krempl, Alaa Tharwat, Amal Saadallah Tutorial: Interactive Adaptive Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Zhixin Huang, Yujiang He, Marek Herde, Denis Huseljic, Bernhard Sick Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasets. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Matthias Aßenmacher, Lukas Rauch, Jann Goschenhofer, Andreas Stephan, Bernd Bischl, Benjamin Roth 0001, Bernhard Sick Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Hilde J. P. Weerts, Renée Theunissen, Martijn C. Willemsen Look and You Will Find It: Fairness-Aware Data Collection through Active Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Klest Dedja, Felipe Kenji Nakano, Celine Vens Active Learning for Survival Analysis with Incrementally Disclosed Label Information. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Mirko Bunse, Barbara Hammer, Georg Krempl, Vincent Lemaire 0001, Alaa Tharwat, Amal Saadallah (eds.) Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), Torino, Italy, September 22nd, 2023. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Christian Beyer, Maik Büttner, Myra Spiliopoulou Challenges for Active Feature Acquisition and Imputation on Data Streams. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Ons Saadallah, Zied Rouissi Interpretable Meta-Active Learning for Regression Ensemble Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Denis Huseljic, Marek Herde, Paul Hahn, Bernhard Sick Role of Hyperparameters in Deep Active Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2023 DBLP  BibTeX  RDF
1Lukas Rauch, Denis Huseljic, Bernhard Sick Enhancing Active Learning with Weak Supervision and Transfer Learning by Leveraging Information and Knowledge Sources. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2022 DBLP  BibTeX  RDF
1Marek Herde, Denis Huseljic, Jelena Mitrovic, Michael Granitzer, Bernhard Sick A Concept for Automated Polarized Web Content Annotation based on Multimodal Active Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2022 DBLP  BibTeX  RDF
1Daniel Kottke, Georg Krempl, Andreas Holzinger, Barbara Hammer (eds.) Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2022), Grenoble, France, September 23, 2022. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2022 DBLP  BibTeX  RDF
1Jan Schneegans, Maarten Bieshaar, Bernhard Sick A Practical Evaluation of Active Learning Approaches for Object Detection. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2022 DBLP  BibTeX  RDF
1Martin Senz, Mirko Bunse, Katharina Morik Certifiable Active Class Selection in Multi-Class Classification. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2022 DBLP  BibTeX  RDF
1Benjamin Rombaut 0001, Joris Roels, Yvan Saeys BioSegment: Active Learning segmentation for 3D electron microscopy imaging. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2022 DBLP  BibTeX  RDF
1Georg Krempl, Vincent Lemaire 0001, Daniel Kottke, Andreas Holzinger, Barbara Hammer (eds.) Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2021) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), Bilbao, Spain, September 13, 2021. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2022 DBLP  BibTeX  RDF
1Sandra Gilhuber, Max Berrendorf, Yunpu Ma, Thomas Seidl 0001 Accelerating Diversity Sampling for Deep Active Learning By Low-Dimensional Representations. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2022 DBLP  BibTeX  RDF
1Zhixin Huang, Yujiang He, Stephan Vogt, Bernhard Sick Uncertainty and Utility Sampling with Pre-Clustering. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Pierre Nodet, Vincent Lemaire 0001, Alexis Bondu, Antoine Cornuéjols Contrastive Representations for Label Noise Require Fine-Tuning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Alexandre Abraham, Léo Dreyfus-Schmidt Sample Noise Impact on Active Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Jirí Ruzicka, Jan Koza, Jirí Tumpach, Zbynek Pitra, Martin Holena Combining Gaussian Processes with Neural Networks for Active Learning in Optimization. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Maarten Bieshaar, Marek Herde, Denis Huseljic, Bernhard Sick A Concept for Highly Automated Pre-Labeling via Cross-Domain Label Transfer for Perception in Autonomous Driving. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Daniel Zhu, Arnaud Martin, Yolande Le Gall, Jean-Christophe Dubois, Vincent Lemaire 0001 Evidential Nearest Neighbours in Active Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Manh Hung Nguyen, Isabelle Guyon, Lisheng Sun-Hosoya, Nathan Grinsztajn MetaREVEAL: RL-based Meta-learning from Learning Curves. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Maria Arostegi, Jesus L. Lobo, Javier Del Ser SLAYER: A Semi-supervised Learning Approach for Drifting Data Streams under Extreme Verification Latency. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Mirko Bunse, Katharina Morik Active Class Selection with Uncertain Class Proportions. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Victor Bouvier, Philippe Very, Clément Chastagnol, Myriam Tami, Céline Hudelot Stochastic Adversarial Gradient Embedding for Active Domain Adaptation. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2021 DBLP  BibTeX  RDF
1Duc Nguyen, Hao Niu, Kei Yonekawa, Mori Kurokawa, Chihiro Ono, Daichi Amagata, Takuya Maekawa, Takahiro Hara On the Transferability of Deep Neural Networks for Recommender System. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Zbynek Pitra, Martin Holena Towards Landscape Analysis in Adaptive Learning of Surrogate Models. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Andreas Theissler, Anna-Lena Kraft, Max Rudeck, Fabian Erlenbusch VIAL-AD: Visual Interactive Labelling for Anomaly Detection - An Approach and Open Research Questions. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Robert Munro The Rapid Growth of Human-in-the-Loop Machine Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Louis Desreumaux, Vincent Lemaire 0001 Learning Active Learning at the Crossroads? Evaluation and Discussion. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Eyke Hüllermeier How to Measure Uncertainty in Uncertainty Sampling for Active Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Tomás Sabata, Martin Holena Active Learning for LSTM-autoencoder-based Anomaly Detection in Electrocardiogram Readings. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Kori Inkpen When Humans and AI Collide. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Daniel Kottke, Georg Krempl, Vincent Lemaire 0001, Andreas Holzinger, Adrian Calma (eds.) Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2020), Ghent, Belgium, September 14th, 2020. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1I-Ting Chen, Hsuan-Tien Lin Improving Unsupervised Domain Adaptation with Representative Selection Techniques. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Agnes Tegen, Paul Davidsson, Jan A. Persson The Effects of Reluctant and Fallible Users in Interactive Online Machine Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Andreas Holzinger From Explainable AI to Human-Centered AI. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Dimitra Gkorou, Maialen Larrañaga, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk Get a Human-In-The-Loop: Feature Engineering via Interactive Visualizations. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2020 DBLP  BibTeX  RDF
1Lars Holmberg Human-Technology Relations in a Machine Learning Based Commuter App. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Mohammed Al-Rawi, Dimosthenis Karatzas On the Labeling Correctness in Computer Vision Datasets. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Zbynek Pitra, Jakub Repický, Martin Holena Transfer of Knowledge for Surrogate Model Selection in Cost-Aware Optimization. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Tyler Newman, Paul E. Anderson 0001 Alignment-Based Topic Extraction Using Word Embedding. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Maialen Larrañaga, Dimitra Gkorou, Thiago S. Guzella, Alexander Ypma, Faegheh Hasibi, Robert Jan van Wijk Towards Interactive Feature Selection with Human-in-the-loop. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Lisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag ActivMetal: Algorithm Recommendation with Active Meta Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Tomás Sabata, Petr Pulc, Martin Holena Semi-supervised and Active Learning in Video Scene Classification from Statistical Features. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Georg Krempl, Vincent Lemaire 0001, Daniel Kottke, Adrian Calma, Andreas Holzinger, Robi Polikar, Bernhard Sick (eds.) Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning (ECML 2018) and Principles and Practice of Knowledge Discovery in Databases (PKDD 2018), Dublin, Ireland, September 10th, 2018. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Michael Walton, Benjamin Migliori, John Reeder Embodiment Adaptation from Interactive Trajectory Preferences. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Agnes Tegen, Paul Davidsson, Jan A. Persson An Interactive Learning Scenario for Real-time Environmental State Estimation Based on Heterogeneous and Dynamic Sensor Systems. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Jakub Repický, Zbynek Pitra, Martin Holena Adaptive Selection of Gaussian Process Model for Active Learning in Expensive Optimization. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Elson Serrao, Myra Spiliopoulou Active Stream Learning with an Oracle of Unknown Availability for Sentiment Prediction. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2018 DBLP  BibTeX  RDF
1Subba Reddy Oota, Vijayasaradhi Indurthi, Mounika Marreddy, Sandeep Sricharan Mukku, Radhika Mamidi Multi-Arm Active Transfer Learning for Telugu Sentiment Analysis. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Dominik Lang, Daniel Kottke, Georg Krempl Probabilistic Active Learning with Structure-Sensitive Kernels. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Georg Krempl, Vincent Lemaire 0001, Robi Polikar, Bernhard Sick, Daniel Kottke, Adrian Calma (eds.) Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), Skopje, Macedonia, September 18, 2017. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Adrian Calma, Bernhard Sick Simulation of Annotators for Active Learning: Uncertain Oracles. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Firas Jarboui, Vincent Rocchisani, Wilfried Kirschenmann Users Behavioural Inference with Markovian Decision Process and Active Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Vincent Vercruyssen, Wannes Meert, Jesse Davis Transfer Learning for Time Series Anomaly Detection. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Daniel Kottke, Adrian Calma, Denis Huseljic, Georg Krempl, Bernhard Sick Challenges of Reliable, Realistic and Comparable Active Learning Evaluation. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Bernd Malle, Peter Kieseberg, Andreas Holzinger Interactive Anonymization for Privacy aware Machine Learning. Search on Bibsonomy IAL@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
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