Pedram Daee

According to our database, Pedram Daee authored at least 16 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

EntityBot: Actionable Entity Recommendations for Everyday Digital Task.

Tung Thanh Vuong, Salvatore Andolina, Giulio Jacucci, Pedram Daee, Khalil Klouche, Mats Sjöberg, Tuukka Ruotsalo, Samuel Kaski

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Probabilistic user modelling methods for improving human-in-the-loop machine learning for prediction.

Pedram Daee

PhD thesis, 2021

Entity Recommendation for Everyday Digital Tasks.

Giulio Jacucci, Pedram Daee, Tung Thanh Vuong, Salvatore Andolina, Khalil Klouche, Mats Sjöberg, Tuukka Ruotsalo, Samuel Kaski

ACM Trans. Comput. Hum. Interact., 2021

EntityBot: Supporting Everyday Digital Tasks with Entity Recommendations.

Vuong Thanh Tung, Salvatore Andolina, Giulio Jacucci, Pedram Daee, Khalil Klouche, Mats Sjöberg, Tuukka Ruotsalo, Samuel Kaski

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020

Human Strategic Steering Improves Performance of Interactive Optimization.

Fabio Colella, Pedram Daee, Jussi Jokinen, Antti Oulasvirta, Samuel Kaski

Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020

2019

Integrating neurophysiologic relevance feedback in intent modeling for information retrieval.

Giulio Jacucci, Oswald Barral, Pedram Daee, Markus Wenzel, Baris Serim, Tuukka Ruotsalo, Patrik Pluchino, Jonathan Freeman, Luciano Gamberini, Samuel Kaski, Benjamin Blankertz

J. Assoc. Inf. Sci. Technol., 2019

Interactive AI with a Theory of Mind.

Mustafa Mert Çelikok, Tomi Peltola, Pedram Daee, Samuel Kaski

CoRR, 2019

Machine Teaching of Active Sequential Learners.

Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Modelling User's Theory of AI's Mind in Interactive Intelligent Systems.

Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski

CoRR, 2018

Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge.

Iiris Sundin, Tomi Peltola, Luana Micallef, Homayun Afrabandpey, Marta Soare, Muntasir Mamun Majumder, Pedram Daee, Chen He, Baris Serim, Aki S. Havulinna, Caroline Heckman, Giulio Jacucci, Pekka Marttinen, Samuel Kaski

Bioinform., 2018

User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction.

Pedram Daee, Tomi Peltola, Aki Vehtari, Samuel Kaski

Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

A Conceptual Framework for Personalization of Indoor Comfort Parameters Based on Office Workers' Preferences.

Saeed Mirzaeifar, Pedram Daee, Vishal Singh

Proceedings of the Product Lifecycle Management to Support Industry 4.0, 2018

2017

Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction.

Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski

Mach. Learn., 2017

Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation.

Iiris Sundin, Tomi Peltola, Muntasir Mamun Majumder, Pedram Daee, Marta Soare, Homayun Afrabandpey, Caroline Heckman, Samuel Kaski, Pekka Marttinen

CoRR, 2017

Probabilistic Expert Knowledge Elicitation of Feature Relevances in Sparse Linear Regression.

Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski

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), 2017

2016

Interactive Intent Modeling from Multiple Feedback Domains.

Pedram Daee, Joel Pyykkö, Dorota Glowacka, Samuel Kaski

Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016