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ORCIDOznur Alkan
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- affiliation: IBM Research, Dublin, Ireland
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2020 – today
- 2023
[j6]Stefano Teso, Öznur Alkan, Wolfgang Stammer, Elizabeth Daly:
Leveraging explanations in interactive machine learning: An overview. Frontiers Artif. Intell. 6 (2023)- [j5]David Piorkowski
, Inge Vejsbjerg, Owen Cornec, Elizabeth M. Daly, Öznur Alkan:
AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models. Proc. ACM Hum. Comput. Interact. 7(CSCW2): 1-25 (2023) - [c19]Djallel Bouneffouf, Oznur Alkan, Raphaël Féraud, Baihan Lin:
Question Answering System with Sparse and Noisy Feedback. ICASSP 2023: 1-5 - [c18]Oznur Alkan, Oya Çeliktutan, Hanan Salam, Marwa Mahmoud, Greg Buckley, Niamh Phelan:
Interactive Technologies for AI in Healthcare: Diagnosis, Management, and Assistance (ITAH). IUI Companion 2023: 193-195 - 2022
- [c17]Lijie Guo, Elizabeth M. Daly, Oznur Alkan, Massimiliano Mattetti, Owen Cornec, Bart P. Knijnenburg:
Building Trust in Interactive Machine Learning via User Contributed Interpretable Rules. IUI 2022: 537-548 - [c16]Oznur Alkan, Dennis Wei, Massimiliano Mattetti, Rahul Nair, Elizabeth Daly, Diptikalyan Saha:
FROTE: Feedback Rule-Driven Oversampling for Editing Models. MLSys 2022 - [i9]Öznur Alkan, Dennis Wei, Massimiliano Mattetti, Rahul Nair, Elizabeth M. Daly, Diptikalyan Saha:
FROTE: Feedback Rule-Driven Oversampling for Editing Models. CoRR abs/2201.01070 (2022) - [i8]Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair:
User Driven Model Adjustment via Boolean Rule Explanations. CoRR abs/2203.15071 (2022) - [i7]Stefano Teso, Öznur Alkan, Wolfgang Stammer, Elizabeth Daly:
Leveraging Explanations in Interactive Machine Learning: An Overview. CoRR abs/2207.14526 (2022) - 2021
- [j4]Öznur Alkan, Massimiliano Mattetti, Elizabeth M. Daly, Adi Botea, Inge Vejsbjerg, Bart P. Knijnenburg:
IRF: A Framework for Enabling Users to Interact with Recommenders through Dialogue. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 163:1-163:25 (2021) - [j3]Daricia Wilkinson, Öznur Alkan, Q. Vera Liao, Massimiliano Mattetti, Inge Vejsbjerg, Bart P. Knijnenburg, Elizabeth Daly:
Why or Why Not? The Effect of Justification Styles on Chatbot Recommendations. ACM Trans. Inf. Syst. 39(4): 42:1-42:21 (2021) - [c15]Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair:
User Driven Model Adjustment via Boolean Rule Explanations. AAAI 2021: 5896-5904 - [c14]Rahul Nair, Massimiliano Mattetti, Elizabeth Daly, Dennis Wei, Oznur Alkan, Yunfeng Zhang:
What Changed? Interpretable Model Comparison. IJCAI 2021: 2855-2861 - [c13]Oznur Alkan, Massimiliano Mattetti, Sergio Cabrero Barros, Elizabeth M. Daly:
Making Business Partner Recommendation More Effective: Impacts of Combining Recommenders and Explanations through User Feedback. IUI Workshops 2021 - [c12]Owen Cornec, Rahul Nair, Elizabeth Daly, Oznur Alkan, Dennis Wei:
AIMEE: Interactive model maintenance with rule-based surrogates. NeurIPS (Competition and Demos) 2021: 288-291 - 2020
- [c11]Adi Botea, Akihiro Kishimoto, Radu Marinescu, Elizabeth M. Daly, Oznur Alkan:
The Challenge of Optimal Paths in Graphs with Item Sets. ECAI 2020: 2885-2886 - [i6]Oznur Alkan, Elizabeth Daly:
User Profiling from Reviews for Accurate Time-Based Recommendations. CoRR abs/2006.08805 (2020) - [i5]Massimiliano Mattetti, Akihiro Kishimoto, Adi Botea, Elizabeth Daly, Inge Vejsbjerg, Bei Chen, Öznur Alkan:
Client Network: An Interactive Model for Predicting New Clients. CoRR abs/2007.04810 (2020)
2010 – 2019
- 2019
- [c10]Oznur Alkan, Elizabeth M. Daly, Adi Botea, Abel N. Valente, Pablo Pedemonte:
Where can my career take me?: harnessing dialogue for interactive career goal recommendations. IUI 2019: 603-613 - [c9]Oznur Alkan, Massimiliano Mattetti, Elizabeth M. Daly, Adi Botea, Inge Vejsbjerg:
IRF: interactive recommendation through dialogue. RecSys 2019: 540-541 - [c8]Oznur Alkan, Elizabeth M. Daly, Adi Botea:
An Evaluation Framework for Interactive Recommender Systems. UMAP (Adjunct Publication) 2019: 217-218 - [i4]Adi Botea, Christian Muise, Shubham Agarwal, Oznur Alkan, Ondrej Bajgar, Elizabeth Daly, Akihiro Kishimoto, Luis A. Lastras, Radu Marinescu, Josef Ondrej, Pablo Pedemonte, Miroslav Vodolán:
Generating Dialogue Agents via Automated Planning. CoRR abs/1902.00771 (2019) - [i3]Oznur Alkan, Elizabeth M. Daly, Adi Botea:
An Evaluation Framework for Interactive Recommender System. CoRR abs/1904.07765 (2019) - [i2]Oznur Alkan, Massimiliano Mattetti, Elizabeth M. Daly, Adi Botea, Inge Vejsbjerg:
IRF: Interactive Recommendation through Dialogue. CoRR abs/1910.03040 (2019) - 2018
- [c7]Oznur Alkan, Elizabeth M. Daly, Inge Vejsbjerg:
Opportunity Team Builder for Sales Teams. IUI 2018: 251-261 - 2017
- [c6]Elizabeth M. Daly, Oznur Alkan, Michael J. Muller:
Suitable for All Ages: Using Reviews to Determine Appropriateness of Products. ICWSM 2017: 504-507 - [i1]Hoang Thanh Lam, Johann-Michael Thiebaut, Mathieu Sinn, Bei Chen, Tiep Mai, Oznur Alkan:
One button machine for automating feature engineering in relational databases. CoRR abs/1706.00327 (2017) - 2016
- [j2]Oznur Kirmemis Alkan, Pinar Karagoz:
WaPUPS: Web access pattern extraction under user-defined pattern scoring. J. Inf. Sci. 42(2): 261-273 (2016) - [c5]Oznur Kirmemis Alkan, Pinar Karagoz:
CRoM and HuspExt: Improving efficiency of high utility sequential pattern extraction. ICDE 2016: 1472-1473 - 2015
- [b1]Öznur Alkan:
Utility based and user defined scoring based mining of sequential patterns ; Faydaya bağlı ve kullanıcı tanımlı skorlamaya bağlı sıralı desen madenciliği. Middle East Technical University, Çankaya, Ankara, Turkey, 2015 - [j1]Oznur Kirmemis Alkan, Pinar Karagoz:
CRoM and HuspExt: Improving Efficiency of High Utility Sequential Pattern Extraction. IEEE Trans. Knowl. Data Eng. 27(10): 2645-2657 (2015) - 2013
- [c4]Oznur Kirmemis Alkan, Pinar Karagoz:
Extracting Sequential Patterns Based on User Defined Criteria. HAIS 2013: 181-190 - [c3]Oznur Kirmemis Alkan, Pinar Karagoz:
Assisting Web Site Navigation through Web Usage Patterns. IEA/AIE 2013: 161-170 - 2012
- [c2]Oznur Kirmemis Alkan, Pinar Senkul:
New Techniques for Adapting Web Site Topology and Ontology to User Behavior. ISCIS 2012: 419-427 - 2011
- [c1]Oznur Kirmemis Alkan, Pinar Senkul:
IntWEB: An AI-Based Approach for Adaptive Web. ITWP@IJCAI 2011
Coauthor Index
aka: Elizabeth Daly
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