Power to the people: The role of humans in interactive machine learning, AI Magazine, vol.35, issue.4, pp.105-120, 2014. ,
Modeltracker: Redesigning performance analysis tools for machine learning, Proceedings of the 33rd ,
, Annual ACM Conference on Human Factors in Computing Systems, pp.337-346, 2015.
Regroup: Interactive machine learning for on-demand group creation in social networks, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp.21-30, 2012. ,
Towards user-centered active learning algorithms, Computer Graphics Forum, vol.37, pp.121-132, 2018. ,
Featureinsight: Visual support for error-driven feature ideation in text classification, Visual Analytics Science and Technology (VAST), 2015 IEEE Conference on, pp.105-112, 2015. ,
Local standards for sample size at chi, Proceedings of the 2016 CHI conference on human factors in computing systems, pp.981-992, 2016. ,
Anchorviz: Facilitating classifier error discovery through interactive semantic data exploration, 23rd International Conference on Intelligent User Interfaces, pp.269-280, 2018. ,
Flock: Hybrid crowd-machine learning classifiers, Proceedings of the 18th ACM conference on computer supported cooperative work & social computing, pp.600-611, 2015. ,
Break it down: A comparison of macroand microtasks, Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, pp.4061-4064, 2015. ,
Beames: Interactive multi-model steering, selection, and inspection for regression tasks, Symposium on Visualization in Data Science, 2018. ,
Accountability of AI under the law: The role of explanation, 2017. ,
A review of user interface design for interactive machine learning, ACM Transactions on Interactive Intelligent Systems, vol.8, issue.2, 2018. ,
Interactive machine learning, Proceedings of the 8th International Conference on Intelligent User Interfaces, pp.39-45, 2003. ,
Cueflik: interactive concept learning in image search, Proceedings of the sigchi conference on human factors in computing systems, pp.29-38, 2008. ,
Discoveryspace: Suggesting actions in complex software, Proceedings of the 2016 ACM Conference on Designing Interactive Systems, pp.1221-1232, 2016. ,
European Union regulations on algorithmic decision-making and a "right to explanation, AI Magazine, vol.38, issue.3, pp.50-57, 2017. ,
Authoring sensor-based interactions by demonstration with direct manipulation and pattern recognition, Proceedings of the SIGCHI conference on Human factors in computing systems, pp.145-154, 2007. ,
Principles of mixed-initiative user interfaces, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp.159-166, 1999. ,
Learning and reasoning about interruption, Proceedings of the 5th International Conference on Multimodal Interfaces, pp.20-27, 2003. ,
Predicting human interruptibility with sensors: A wizard of oz feasibility study, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp.257-264, 2003. ,
Beyond manual tuning of hyperparameters, KI-Künstliche Intelligenz, vol.29, issue.4, pp.329-337, 2015. ,
Investigating the effectiveness of mental workload as a predictor of opportune moments for interruption, CHI '05 Extended Abstracts on Human Factors in Computing Systems, pp.1489-1492, 2005. ,
Effects of intelligent notification management on users and their tasks, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. pp. 93-102. CHI '08, 2008. ,
Interactive semantic featuring for text classification, 2016. ,
Deep feature synthesis: Towards automating data science endeavors, Data Science and Advanced Analytics (DSAA), 2015. 36678 2015. IEEE International Conference on, pp.1-10, 2015. ,
Structured labeling for facilitating concept evolution in machine learning, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp.3075-3084, 2014. ,
Principles of explanatory debugging to personalize interactive machine learning, Proceedings of the 20th international conference on intelligent user interfaces, pp.126-137, 2015. ,
Comparison of four primary methods for coordinating the interruption of people in human-computer interaction, Hum.-Comput. Interact, vol.17, issue.1, pp.63-139, 2002. ,
A characterization of prediction errors, 2016. ,
Evaluation of a tree-based pipeline optimization tool for automating data science, Proceedings of the Genetic and Evolutionary Computation Conference, pp.485-492, 2016. ,
Automating biomedical data science through tree-based pipeline optimization, European Conference on the Applications of Evolutionary Computation, pp.123-137, 2016. ,
Gestalt: integrated support for implementation and analysis in machine learning, Proceedings of the 23nd annual ACM symposium on User interface software and technology, pp.37-46, 2010. ,
Scikit-learn: Machine learning in python, Journal of machine learning research, vol.12, pp.2825-2830, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00650905
, Machine teaching: A new paradigm for building machine learning systems, 2017.
Intelligible artificial intelligence, 2018. ,
Be quiet? evaluating proactive and reactive user interface assistants, Proceedings of INTERACT, vol.3, pp.383-390, 2003. ,
Grounding interactive machine learning tool design in how non-experts actually build models, 2018. ,
Machine teaching: an inverse problem to machine learning and an approach toward optimal education, The Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015. ,