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Öznur Kirmemis Alkan
Öznur Kirmemis Alkan
HubSpot AI
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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
1042017
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
1022015
Leveraging explanations in interactive machine learning: An overview
S Teso, Ö Alkan, W Stammer, E Daly
Frontiers in Artificial Intelligence 6, 1066049, 2023
382023
Text categorization using k nearest neighbor classification
G Toker, O Kirmemis
Survey Paper, Middle East Technical University, 2013
362013
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
272021
Building trust in interactive machine learning via user contributed interpretable rules
L Guo, EM Daly, O Alkan, M Mattetti, O Cornec, B Knijnenburg
27th International Conference on Intelligent User Interfaces, 537-548, 2022
242022
Recommending meals for a selected group
O Alkan, AI Botea, A Kishimoto, R Marinescu
US Patent 11,080,775, 2021
202021
Predicting employee performance metrics
R Marinescu, O Alkan, AI Botea, A Kishimoto
US Patent 10,891,578, 2021
192021
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
192019
A content-based user model generation and optimization approach for movie recommendation
O Kirmemis, A Birturk
Workshop on ITWP, 2008
152008
Intelligent opportunity recommendation
AJ Chang, B Dubiel, X Tian, E Daly, IL Vejsbjerg, M Mattetti, B Chen, ...
US Patent 11,295,251, 2022
142022
Opportunity team builder for sales teams
O Alkan, EM Daly, I Vejsbjerg
23rd International Conference on Intelligent User Interfaces, 251-261, 2018
122018
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
112019
What Changed? Interpretable Model Comparison.
R Nair, M Mattetti, E Daly, D Wei, O Alkan, Y Zhang
IJCAI, 2855-2861, 2021
102021
WaPUPS: Web access pattern extraction under user-defined pattern scoring
OK Alkan, P Karagoz
Journal of Information Science 42 (2), 261-273, 2016
102016
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
92022
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
92021
Intelligent resolution of conflicting information in adaptive dialog systems
O Alkan, A Botea, E Daly, A Kishimoto, R Marinescu
US Patent App. 16/193,612, 2020
72020
An evaluation framework for interactive recommender systems
O Alkan, EM Daly, A Botea
Adjunct Publication of the 27th Conference on User Modeling, Adaptation and …, 2019
72019
Linking actions to machine learning prediction explanations
E Daly, O Alkan, M Mattetti, I Vejsbjerg
US Patent 11,645,575, 2023
52023
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