| One button machine for automating feature engineering in relational databases HT Lam, JM Thiebaut, M Sinn, B Chen, T Mai, O Alkan arXiv preprint arXiv:1706.00327, 2017 | 136 | 2017 |
| CRoM and HuspExt: Improving efficiency of high utility sequential pattern extraction OK Alkan, P Karagoz IEEE Transactions on Knowledge and Data Engineering 27 (10), 2645-2657, 2015 | 119 | 2015 |
| Leveraging explanations in interactive machine learning: An overview S Teso, Ö Alkan, W Stammer, E Daly Frontiers in Artificial Intelligence 6, 1066049, 2023 | 98 | 2023 |
| Why or why not? The effect of justification styles on chatbot recommendations D Wilkinson, Ö Alkan, QV Liao, M Mattetti, I Vejsbjerg, BP Knijnenburg, ... ACM Transactions on Information Systems (TOIS) 39 (4), 1-21, 2021 | 69 | 2021 |
| Building trust in interactive machine learning via user contributed interpretable rules L Guo, EM Daly, O Alkan, M Mattetti, O Cornec, B Knijnenburg Proceedings of the 27th international conference on intelligent user …, 2022 | 64 | 2022 |
| Text categorization using k nearest neighbor classification G Toker, O Kirmemis Survey Paper, Middle East Technical University, 2013 | 40 | 2013 |
| Predicting employee performance metrics R Marinescu, O ALKAN, AI Botea, A Kishimoto US Patent 10,891,578, 2021 | 38 | 2021 |
| Recommending meals for a selected group O ALKAN, AI Botea, A Kishimoto, R Marinescu US Patent 11,080,775, 2021 | 28 | 2021 |
| Understanding user sentiment using implicit user feedback in adaptive dialog systems O ALKAN, AI Botea, E Daly, M Davis, C Muise US Patent 11,074,913, 2021 | 23 | 2021 |
| Generating dialogue agents via automated planning A Botea, C Muise, S Agarwal, O Alkan, O Bajgar, E Daly, A Kishimoto, ... arXiv preprint arXiv:1902.00771, 2019 | 19 | 2019 |
| Opportunity team builder for sales teams O Alkan, EM Daly, I Vejsbjerg Proceedings of the 23rd International Conference on Intelligent User …, 2018 | 19 | 2018 |
| A content-based user model generation and optimization approach for movie recommendation O Kirmemis, A Birturk Workshop on ITWP, 2008 | 16 | 2008 |
| AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models D Piorkowski, I Vejsbjerg, O Cornec, EM Daly, Ö Alkan Proceedings of the ACM on Human-Computer Interaction 7 (CSCW2), 1-25, 2023 | 15 | 2023 |
| Intelligent opportunity recommendation AJ Chang, B DUBIEL, X Tian, E Daly, IL VEJSBJERG, M MATTETTI, ... US Patent 11,295,251, 2022 | 15 | 2022 |
| Where can my career take me? harnessing dialogue for interactive career goal recommendations O Alkan, EM Daly, A Botea, AN Valente, P Pedemonte Proceedings of the 24th International Conference on Intelligent User …, 2019 | 15 | 2019 |
| Using a dialog system for integrating multiple domain learning and problem solving A Kishimoto, O ALKAN, AI Botea, E Daly, M Davis, V LIAO, R Marinescu, ... US Patent 11,386,159, 2022 | 14 | 2022 |
| What Changed? Interpretable Model Comparison. R Nair, M Mattetti, E Daly, D Wei, O Alkan, Y Zhang IJCAI, 2855-2861, 2021 | 14 | 2021 |
| User driven model adjustment via boolean rule explanations EM Daly, M Mattetti, Ö Alkan, R Nair Proceedings of the AAAI Conference on Artificial Intelligence 35 (7), 5896-5904, 2021 | 14 | 2021 |
| FROTE: feedback rule-driven oversampling for editing models O Alkan, D Wei, M Mattetti, R Nair, E Daly, D Saha Proceedings of Machine Learning and Systems 4, 276-301, 2022 | 11 | 2022 |
| Intelligent resolution of conflicting information in adaptive dialog systems O ALKAN, A Botea, E Daly, A Kishimoto, R Marinescu US Patent 12,411,843, 2025 | 10 | 2025 |
Elizabeth M. DalySenior Technical Staff Member at IBM Research IrelandVerified email at ie.ibm.com
