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September 2020:
I am co-organizing the BIAS and Fairness in AI,
co-located with ECML PKDD 2020. Join us online on 18/09/2020! Videos of the talks are available!
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September 2020:
I am co-organizing the EDML workshop on evaluation and experimental design aspects of DM/ML,
co-located with ECML PKDD 2020. Join us online on 14/09/2020!
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Two papers accepted at Annals of Telecommunications journal:
``Active feature acquisition on data streams under feature drift''
and ``Resource management for model learning at entity level''.
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August 2020: Two papers accepted at Annals of Telecommunications journal:
``Active feature acquisition on data streams under feature drift''
and ``Resource management for model learning at entity level''.
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July 2020: Two papers accepted at Discovery Science (DS) 2020:
``FABBOO - Online Fairness-aware Learning under Class Imbalance" and
``FairNN – Conjoint Learning of Fair Representations for Fair Decisions.
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June 2020:
I participated in the panel ``Is Artificial Intelligence gendered?" of the 2nd Summit on Gender Equality in Computing, June 12, 2020,
Check the video (panel starts at 1:02:36).
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May 2020:
The 2020 Manifesto for WebScience is finally out:
Web Futures: Inclusive, Intelligent, Sustainable.
This Manifesto synthesizes and extends results from the Perspectives Workshop ``10 Years of Web Science" that took place at Schloss Dagstuhl from June 24 – 29, 2018.
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April 2020:
Due to COVID-19, SoSe20 will take place online. We can do it!
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March 2020: Our DFG project ``Machine learning for adaptive process planning of 5-axis milling" was accepted, a collaboration with Dr. M.-A. Dittrich, IFW Hannover.
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February 2020: Kick-off meeting of the NoBIAS ITN at Hannover. Great network, exciting work ahead.
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January 2020: Once an engineer, always an engineer ... great collaborations, projects coming.
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October 2019: Our paper ``FAE: A Fairness-Aware Ensemble Framework'' was accepted as short paper at IEEE Big Data 2019. See you in LA.
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September 2019: I am PC-Chair for KDML'19, co-located with LWDA 2019. The meeting will take place from September 30, 2019 to October 2, 2019, at the Humboldt-Universität zu Berlin.
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August 2019: Our paper ``AdaFair: Cumulative Fairness Adaptive Boosting'' was accepted at CIKM. See you in Beijing.
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August 2019: I will be a poster, demo and application co-chair for CIKM 2020 that will take place from 19-23 October 2020 in Galway, Ireland.
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July 2019: Our paper on sentiment analysis on big data streams with limited labels was accepted at KAIS (Knowledge and Information Systems) journal.
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July 2019: We will present two workshop papers ``Active Feature Acquisition For Opinion Stream Classification Under Drift'' and ``A Neighborhood-augmented LSTM Model forTaxi-Passenger Demand Prediction'' at ECML PKDD'19. See you in Wurzburg.
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July 2019: I will serve as poster and demo co-chair for CIKM 2020.
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June 2019: Our paper on fairness-enhancing interventions in stream classification was accepted at DEXA'19. See you in Linz, Austria.
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July 2019: We will present our paper on large scale annotation for sentiment analysis at HDMS'19.
I will also participate on the AI/DB panel. See you in Athens, Greece.
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May 2019: Our European Training Network (ETN) NoBIAS on bias in AI-decision making has been accepted. 15 PhDs to work on this exciting topic. I am the network coordinator and PI.
Exciting news! Tightly connected to our Volkswagen Foundation project on Bias in big data decision making in which I participate as a PI.
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May 2019: Our paper on adaptive fairness-aware decision tree classifiers was accepted at International Joint Conference on Artificial Intelligence IJCAI 2019.
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May 2019: I am co-organizing EDML 2019: 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with SDM 2019. See you in Alberta, Canada.
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May 2019: I am participating at the 6. NORD/LB Kapitalmarktkonferenz panel ``Wie sozial & fair sind Big Data & Analytics?''; the conference will take place from May 22 to May 23 at Schloss Herrenhausen, Hannover.
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March 2019: Our report from the Dagstuhl perspectives workshop 18262 on 10 years of Web Science - Closing the loop is online, check the workshop details.
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March 2019: Our article on exploiting neighborhood information for improving predictions in data streams was accepted at the International Journal of Data Science and Analytics JDSA.
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-> 22.3.2019: I am presenting the Dagstuhl Perspectives Workshop 18262 to the joint meeting of Dagstuhl’s Scientific Advisory Board and Industrial Curatory Board.
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-> 19.3.2019: I am attending the FORSCHUNGSGIPFEL 2019, focusing this year on AI. Videos are available online.
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February 2019: Our paper on exploiting entity-specific information for classification over streams of reviews was accepted at the ACM SAC - Data Streams track SAC-DS.
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January 2019: Our article on data mining analysis of isotope data from animal and human findings in the alpine reference region accepted at the Archaeometry journal is now online.
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