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Antonis C. Kakas

Antonis C. Kakas

Overview

Antonis C. Kakas is affiliated with the University of Cyprus in Cyprus and has a research profile focused primarily on computer science and medicine. Their scholarly output includes 36 publications in computer science and 13 in medicine, reflecting an interdisciplinary approach that integrates artificial intelligence with healthcare domains.

The main areas of study for Antonis C. Kakas include:

  • Artificial Intelligence
  • Health Informatics
  • Molecular Biology
  • Emergency Medicine
  • Radiology, Nuclear Medicine and Imaging

Within these fields, the scientist's focal topics encompass:

  • Multi-Agent Systems and Negotiation
  • Explainable Artificial Intelligence (XAI)
  • Logic, Reasoning, and Knowledge
  • AI-based Problem Solving and Planning
  • Topic Modeling
  • Artificial Intelligence in Healthcare and Education
  • Machine Learning in Healthcare

Antonis C. Kakas has published in various venues, predominantly in:

  • arXiv (Cornell University)
  • Frontiers in Artificial Intelligence
  • Studies in health technology and informatics
  • Molecules
  • Healthcare

Their recent papers include:

  • "Anti-Cancer Activity and Phenolic Content of Extracts Derived from Cypriot Carob (Ceratonia siliqua L.) Pods Using Different Solvents" (2021, Molecules)
  • "Argumentation: A calculus for Human-Centric AI" (2022, Frontiers in Artificial Intelligence)
  • "Explainable AI applications in the Medical Domain: a systematic review" (2023, arXiv, Cornell University)
  • "Abduction and Argumentation for Explainable Machine Learning: A Position Survey" (2020, arXiv, Cornell University)
  • "Model Agnostic Explainability Techniques in Ultrasound Image Analysis" (2021, 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering - BIBE)

Frequent collaborators in Antonis C. Kakas's work include:

  • Constantinos S. Pattichis
  • Emmanuelle Dietz
  • Loizos Michael
  • Nicoletta Prentzas
  • Efthyvoulos Kyriacou

Best Publications

  • Abductive Logic Programming

    Antonis C. Kakas;Robert A. Kowalski;Francesca Toni

  • Computing argumentation in logic programming

    KC Kakas;F Toni

  • The KGP model of agency

    Antonis Kakas;Paolo Mancarella;Fariba Sadri;Kostas Stathis

  • Application of abductive ILP to learning metabolic network inhibition from temporal data

    Alireza Tamaddoni-Nezhad;Raphael Chaleil;Antonis Kakas;Stephen Muggleton

  • A-system: problem solving through abduction

    Antonis C. Kakas;Bert Van Nuffelen;Marc Denecker

  • The KGP model of agency for global computing: computational model and prototype implementation

    A. Bracciali;N. Demetriou;U. Endriss;A. Kakas

  • An Argumentation Framework of Reasoning about Actions and Change

    Antonis C. Kakas;Rob Miller;Francesca Toni

  • Learning non-monotonic logic programs: Learning exceptions

    Yannis Dimopoulos;Antonis C. Kakas

  • Integrating Abductive and Constraint Logic Programming.

    Antonis C. Kakas;A. Michael

  • Integrating Machine Learning with Symbolic Reasoning to Build an Explainable AI Model for Stroke Prediction

    Nicoletta Prentzas;Andrew Nicolaides;Efthyvoulos Kyriacou;Antonis Kakas

  • Computational logic foundations of KGP agents

    Antonis Kakas;Paolo Mancarella;Fariba Sadri;Kostas Stathis

  • ProLogICA : a practical system for Abductive Logic Programming

    Oliver Ray;Antonis Kakas;J. Dix;A Hunter

  • Inference of gene relations from microarray data by abduction

    Irene Papatheodorou;Antonis Kakas;Marek Sergot

  • ACLP: Integrating Abduction and Constraint Solving

    Antonis C. Kakas

  • A-system: Declarative Programming with Abduction

    Bert Van Nuffelen;Antonis C. Kakas

  • Stable Theories for Logic Programs.

    Antonis C. Kakas;Paolo Mancarella

  • E-RES: Reasoning about Actions, Events and Observations

    Antonis C. Kakas;Rob Miller;Francesca Toni

  • Declarative agent control

    Antonis Kakas;Paolo Mancarella;Fariba Sadri;Kostas Stathis

  • CRAFTING THE MIND OF PROSOCS AGENTS

    Andrea Bracciali;Ulle Endriss;Neophytos Demetriou;Antonis Kakas

  • An abductive-based scheduler for air-crew assignment

    Antonis C. Kakas;A. Michael

Frequent Co-Authors

Robert F. Miller
Robert F. Miller University College London
Andreas Pitsillides
Andreas Pitsillides University of Cyprus
Michael J.E. Sternberg
Michael J.E. Sternberg Imperial College London
Gerald V. Dunne
Gerald V. Dunne University of Connecticut
Giovanni Sartor
Giovanni Sartor University of Bologna

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