Biases in AI systems

Autor: Ramya Srinivasan, Ajay Chander

Publikováno v: Communications of the ACM. 64:44-49

A survey for practitioners.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e69bf52d88fce5ad51fe2edc5d8d4129
https://doi.org/10.1145/3464903

Explanation Perspectives from the Cognitive Sciences---A Survey

Autor: Ramya Srinivasan, Ajay Chander

Publikováno v: IJCAI

With growing adoption of AI across fields such as healthcare, finance, and the justice system, explaining an AI decision has become more important than ever before. Development of human-centric explainable AI (XAI) systems necessitates an understandi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9110ed53c816b95fb4d1f8bf690d5f8a
https://doi.org/10.24963/ijcai.2020/670

Evaluating Explanations by Cognitive Value

Autor: Ajay Chander, Ramya Srinivasan

Publikováno v: Lecture Notes in Computer Science ISBN: 9783319997391
CD-MAKE
Lecture Notes in Computer Science
2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)
2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.314-328, ⟨10.1007/978-3-319-99740-7_23⟩

Part 5: MAKE Explainable AI; International audience; The transparent AI initiative has ignited several academic and industrial endeavors and produced some impressive technologies and results thus far. Many state-of-the-art methods provide explanation

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::366bcbd5491ff7cc8be4c7760de770e8
https://doi.org/10.1007/978-3-319-99740-7_23

Explainable AI: The new 42?

Autor: Katharina Holzinger, Peter Kieseberg, Freddy Lecue, Ajay Chander, Simone Stumpf, Randy Goebel, Zeynep Akata, Andreas Holzinger

Publikováno v: Lecture Notes in Computer Science
2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)
2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.295-303, ⟨10.1007/978-3-319-99740-7_21⟩
Lecture Notes in Computer Science ISBN: 9783319997391
CD-MAKE

Part 5: MAKE Explainable AI; International audience; Explainable AI is not a new field. Since at least the early exploitation of C.S. Pierce's abductive reasoning in expert systems of the 1980s, there were reasoning architectures to support an explan

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d4072589e6a905a1c0de4348e5c0f6b3
https://openaccess.city.ac.uk/id/eprint/20659/1/short-editorial-ai-2.pdf

Exploring the Dynamics of Relationships Between Expressed and Experienced Emotions

Autor: Cathrine L. Dam, Ramya Srinivasan, Ajay Chander

Publikováno v: Intelligent Human Computer Interaction ISBN: 9783319720371
IHCI

Conversational user interfaces (CUIs) are rapidly evolving towards being ubiquitous as human-machine interfaces. Often, CUI backends are powered by a combination of human and machine intelligence, to address queries efficiently. Depending on the type

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e6305c5a4efe3e699ca95f46c1cda016
https://doi.org/10.1007/978-3-319-72038-8_13