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Yazmin Ibanez Garcia

Dr Yazmin Ibanez Garcia

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Trosolwyg

Rwy'n arbenigwr mewn Deallusrwydd Artiffisial, yn arbenigo yn benodol mewn Cynrychiolaeth Gwybodaeth, Dysgu a Rhesymu. Mae fy nhaith academaidd wedi mynd â mi o'r Universidad Autónoma de México i Brifysgol Technoleg Fienna, ac yn olaf i Brifysgol Caerdydd, lle rwyf wedi gwasanaethu fel Darlithydd ers 2019 . Mae fy ngwaith yn cael ei yrru gan awydd i bontio'r bwlch rhwng rhesymeg ffurfiol drylwyr ac anghenion ymarferol, data-driven systemau AI modern.

Cyhoeddiad

2026

2025

2024

2023

2022

  • Gutierrez Basulto, V. et al. 2022. Finite entailment of UCRPQs over ALC Ontologies. Presented at: 19th International Conference on Principles of Knowledge Representation and Reasoning (KR 2022) Haifa, Israel 31 July - 5 August 2022. Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning. International Joint Conferences on Artificial Intelligence. , pp.184-194.

2021

2020

2019

2018

  • Andresel, M. et al., 2018. Relaxing and restraining queries for OBDA [extended abstract]. Presented at: 16th International Conference on the Principles of Knowledge Representation and Reasoning Tempe, Arizona, USA 20 October - 2 November 2018. Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference (KR2018). Association for the Advancement of Artificial Intelligence. , pp.617-618.
  • Gutierrez Basulto, V. , Ibanez Garcia, Y. and Jung, J. C. 2018. Answering regular path queries over SQ ontologies. Presented at: Thirty-Second AAAI Conference on Artificial Intelligence New Orleans, LA, USA 2-7 February 2018. Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Publications. , pp.-.
  • Gogacz, T. , Ibanez Garcia, Y. and Murlak, F. 2018. Finite query answering in expressive description logics with transitive roles. Presented at: 16th International Conference on the Principles of Knowledge Representation and Reasoning Tempe, Arizona, USA 27 October - 2 November 2018. Published in: Thielscher, M. , Toni, F. and Wolter, F. eds. Proceedings of the 16th International Conference on Principles of Knowledge Representation and Reasoning (KR 2018). Palo Alto, California: AAAI Press. , pp.369-378.

2017

2015

2014

  • Ibanez Garcia, Y. , Lutz, C. and Schneider, T. 2014. Finite model reasoning in horn description logics. Presented at: Fourteenth International Conference on Principles of Knowledge Representation and Reasoning Vienna, Austria 20-24 July 2014. Published in: Baral, C. , De Giacomo, G. and Eiter, T. eds. KR'14: Proceedings of the Fourteenth International Conference on Principles of Knowledge Representation and Reasoning. AAAI Press. , pp.288-297.

Adrannau llyfrau

Cynadleddau

Erthyglau

Llyfrau

Ymchwil

Mae fy ymchwil yn gorwedd ar groesffordd rhesymeg, rheoli data, a dysgu peiriannau.

Mae fy meysydd arbenigedd yn cynnwys:

  • Disgrifiad Rhesymeg (DL): Ymchwilio i gymhlethdod a mynegiant gwahanol deuluoedd rhesymeg ar gyfer ontolegau.

  • Cynrychiolaeth a Rhesymu Gwybodaeth: Datblygu fframweithiau ffurfiol ar gyfer cipio a rhesymu gyda gwybodaeth symbolaidd gymhleth.

  • Systemau wedi'u Cyfoethogi gan Ontoleg: Gwella cronfeydd data gyda gwybodaeth parth i wella ateb ymholiadau ac ansawdd data.

  • Datrys Endid (ER): Gweithio ar fframweithiau sy'n seiliedig ar resymeg (fel y system ASPEN) ar gyfer adnabod a chyfuno endidau dyblyg ar draws setiau data.

  • AI niwro-symbolaidd: Archwilio integreiddio rhesymu symbolaidd â phensaernïaethau dysgu peiriannau, gan gynnwys ymgorfforiadau Graff Gwybodaeth a Modelau Iaith Mawr (LLMs).

Addysgu

Mae'r pynciau rydw i wedi'u dysgu yn cynnwys:

  • Egwyddorion Dysgu Peirianyddol (arweinydd modiwl)
  • Cynrychiolaeth Gwybodaeth (cydweithiwr)
  • Rhesymu Awtomataidd (cydweithiwr)

Bywgraffiad

Safleoedd academaidd blaenorol

since 12/2019

Lecturer School of Computer Science & Informatics

01/2019 - 11/2019

Research AssociateSchool of Computer Science & Informatics

02/2016 – 12/2018

University Assistant (Postdoctoral Researcher)Institute of Logic and Computation,
Vienna University of Technology (TU Wien)

01/2015– 04/2015

Research Assistant (Postdoctoral Researcher)Theory of Artificial Intelligence Group (TdKI),
University of Bremen

 

Pwyllgorau ac adolygu

Program Committee member for the following conferences:

  • International Joint Conference on Artificial Intelligence (IJCAI)

  • International Conference on Principles of Knowledge Representation and Reasoning (KR)

  • International Semantic Web Conference (ISWC)

  • The Web Conference – Web Content Analysis, Semantics, and Knowledge (WWW)

  • International Workshop on Description Logics (DL)

  • European Semantic Web Conference (ESWC)

  • International Conference on Web Reasoning and Rule Systems (RR)

Meysydd goruchwyliaeth

I am interested in supervising PhD students in the areas of:

  • Integration of Reasoning and Learning
  • Ontology-enriched Systems
  • Logic-based knowledge representation

Goruchwyliaeth gyfredol

Contact Details

Email [email protected]
Telephone +44 29208 75533
Campuses Abacws, Ystafell Room 5.61, Ffordd Senghennydd, Cathays, Caerdydd, CF24 4AG

Themâu ymchwil

Arbenigeddau

  • Deallusrwydd artiffisial
  • Cynrychiolaeth a rhesymu gwybodaeth
  • Rheoli data

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