Kalia Orphanou

According to our database, Kalia Orphanou authored at least 17 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Mitigating Bias in Algorithmic Systems - A Fish-eye View.

Kalia Orphanou, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Fausto Giunchiglia, Veronika Bogina, Avital Shulner-Tal, Alan Hartman, Tsvi Kuflik

ACM Comput. Surv., 2023

2022

Performance, Transparency and Time. Feature selection to speed up the diagnosis of Parkinson's disease.

Pierluigi Costanzo, Kalia Orphanou

CoRR, 2022

2021

Report on the CyCAT winter school on fairness, accountability, transparency and ethics (FATE) in AI.

Styliani Kleanthous, Jahna Otterbacher, Jo Bates, Fausto Giunchiglia, Frank Hopfgartner, Tsvi Kuflik, Kalia Orphanou, Monica Lestari Paramita, Michael Rovatsos, Avital Shulner-Tal

SIGIR Forum, 2021

Check-It: A plugin for detecting fake news on the web.

Demetris Paschalides, Chrysovalantis Christodoulou, Kalia Orphanou, Rafael Andreou, Alexandros Kornilakis, George Pallis, Marios D. Dikaiakos, Evangelos P. Markatos

Online Soc. Networks Media, 2021

Do you see what I see? Images of the COVID-19 pandemic through the lens of Google.

Monica Lestari Paramita, Kalia Orphanou, Evgenia Christoforou, Jahna Otterbacher, Frank Hopfgartner

Inf. Process. Manag., 2021

Mitigating Bias in Algorithmic Systems: A Fish-Eye View of Problems and Solutions Across Domains.

Kalia Orphanou, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Fausto Giunchiglia, Veronika Bogina, Avital Shulner-Tal, Alan Hartman, Tsvi Kuflik

CoRR, 2021

Educating Computer Science Students about Algorithmic Fairness, Accountability, Transparency and Ethics.

Maria Kasinidou, Styliani Kleanthous, Kalia Orphanou, Jahna Otterbacher

Proceedings of the ITiCSE '21: Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V.1, Virtual Event, Germany, June 26, 2021

2020

MANDOLA: A Big-Data Processing and Visualization Platform for Monitoring and Detecting Online Hate Speech.

Demetris Paschalides, Dimosthenis Stephanidis, Andreas Andreou, Kalia Orphanou, George Pallis, Marios D. Dikaiakos, Evangelos P. Markatos

ACM Trans. Internet Techn., 2020

The ICARUS Ontology: A general aviation ontology developed using a multi-layer approach.

Dimosthenis Stefanidis, Chrysovalantis Christodoulou, Moysis Symeonidis, George Pallis, Marios D. Dikaiakos, Loukas Pouis, Kalia Orphanou, Fenareti Lampathaki, Dimitrios Alexandrou

Proceedings of the WIMS 2020: The 10th International Conference on Web Intelligence, Mining and Semantics, Biarritz, France, June 30, 2020

2018

Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis.

Kalia Orphanou, Arianna Dagliati, Lucia Sacchi, Athena Stassopoulou, Elpida Keravnou, Riccardo Bellazzi

J. Biomed. Informatics, 2018

Learning bayesian network structures with GOMEA.

Kalia Orphanou, Dirk Thierens, Peter A. N. Bosman

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2016

DBN-Extended: A Dynamic Bayesian Network Model Extended With Temporal Abstractions for Coronary Heart Disease Prognosis.

Kalia Orphanou, Athena Stassopoulou, Elpida T. Keravnou

IEEE J. Biomed. Health Informatics, 2016

Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis.

Kalia Orphanou, Arianna Dagliati, Lucia Sacchi, Athena Stassopoulou, Elpida Keravnou, Riccardo Bellazzi

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

2015

Risk Assessment for Primary Coronary Heart Disease Event Using Dynamic Bayesian Networks.

Kalia Orphanou, Athena Stassopoulou, Elpida Keravnou

Proceedings of the Artificial Intelligence in Medicine, 2015

2014

Temporal abstraction and temporal Bayesian networks in clinical domains: A survey.

Kalia Orphanou, Athena Stassopoulou, Elpida Keravnou

Artif. Intell. Medicine, 2014

Integration of Temporal abstraction and Dynamic Bayesian Networks for Coronary Heart Diagnosis.

Kalia Orphanou, Athena Stassopoulou, Elpida Keravnou

Proceedings of the STAIRS 2014, 2014

2012

Integration of Temporal Abstraction and Dynamic Bayesian Networks in Clinical Systems. A preliminary approach.

Kalia Orphanou, Elpida Keravnou, Joseph A. Moutiris

Proceedings of the 2012 Imperial College Computing Student Workshop, 2012