World's Best Scientists 2026 revealed!

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Computer Science

D-Index
46
Citations
8014
World Ranking
6880
National Ranking
217

Overview

Peter Bruza is affiliated with the Queensland University of Technology in Australia and has contributed extensively to the field of Computer Science, focusing particularly on Artificial Intelligence and its various applications. Their research encompasses multiple subfields including General Decision Sciences, Cognitive Neuroscience, Atomic and Molecular Physics and Optics, as well as Management Science and Operations Research.

Their work addresses several main topics, reflecting a broad interdisciplinary approach. These topics include:

  • Explainable Artificial Intelligence (XAI)
  • Bayesian Modeling and Causal Inference
  • Decision-Making and Behavioral Economics
  • Quantum Mechanics and Applications
  • Machine Learning and Data Classification
  • Blind Source Separation Techniques
  • Neural Networks and Applications

Peter Bruza's recent published papers cover a wide spectrum of research areas. Notable publications include:

  • "Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications" (2021), published in Information Fusion
  • "LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models" (2021), published in Decision Support Systems
  • "Quantum-like influence diagrams for decision-making" (2020), published in Neural Networks
  • "Contextuality and context-sensitivity in probabilistic models of cognition" (2022), published in Cognitive Psychology
  • "Balanced Quantum-Like Bayesian Networks" (2020), published in Entropy

Their frequent collaborators include Catarina Moreira, Shahram Dehdashti, Abdul Karim Obeid, Chun Ouyang, and Lauren Fell. The partnership with these co-authors indicates a collaborative research style within interdisciplinary domains linking artificial intelligence, decision science, and quantum cognition.

Peter Bruza has published multiple works in several prominent venues, with the most frequent publication outlets being:

  • arXiv (Cornell University)
  • Entropy
  • Physica Medica
  • Frontiers in Psychology
  • Philosophy East and West

In addition to journal articles, they have contributed to academic literature by authoring at least one book. This includes the publication "Quantum Models of Cognition and Decision" (2024), released by Cambridge University Press, which has received citations signaling engagement within the academic community.

Best Publications

  • Quantum Models of Cognition and Decision

    Jerome R. Busemeyer;Peter D. Bruza

  • Quantum Models of Cognition and Decision: Frontmatter

    Jerome R. Busemeyer;Peter D. Bruza

  • Quantum cognition: a new theoretical approach to psychology

    Peter D. Bruza;Zheng Wang;Jerome R. Busemeyer

  • Is there something quantum-like about the human mental lexicon?

    Peter Bruza;Kirsty Kitto;Douglas Nelson;Cathy McEvoy

  • Query expansion using term relationships in language models for information retrieval

    Jing Bai;Dawei Song;Peter Bruza;Jian-Yun Nie

  • Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications

    Yu-Liang Chou;Catarina Moreira;Catarina Moreira;Peter Bruza;Chun Ouyang

  • Medical semantic similarity with a neural language model

    Lance De Vine;Guido Zuccon;Bevan Koopman;Laurianne Sitbon

  • Integrating and evaluating neural word embeddings in information retrieval

    Guido Zuccon;Bevan Koopman;Peter Bruza;Leif Azzopardi

  • Query ReFormulation on the internet: empirical data and the hyperindex search engine

    P. D. Bruza;S. Dennis

  • Stratified hypermedia structures for information disclosure

    P. D. Bruza;T. P. van der Weide

  • Interactive Internet search: keyword, directory and query reformulation mechanisms compared

    Peter Bruza;Robert McArthur;Simon Dennis

  • A probabilistic framework for analysing the compositionality of conceptual combinations

    Peter D. Bruza;Kirsty Kitto;Brentyn J. Ramm;Laurianne Sitbon

  • Towards context sensitive information inference

    D. Song;P. D. Bruza

  • Hyperindices: A Novel Aid for Searching in Hypermedia.

    Peter Bruza

  • Quantum Logic of Semantic Space: An Exploratory Investigation of Context Effects in Practical Reasoning

    Peter Bruza;Richard J. Cole

  • Investigating aboutness axioms using information fields

    P. D. Bruza;T. W. C. Huibers

  • Web searching: a process-oriented experimental study of three interactive search paradigms

    Simon Dennis;Peter Bruza;Robert McArthur

  • A quantum probability perspective on borderline vagueness.

    Reinhard Blutner;Emmanuel M. Pothos;Peter Bruza

  • Introduction to the special issue on quantum cognition

    Peter Bruza;Jerome R. Busemeyer;Liane Gabora

  • Two Level Hypermedia

    P. D. Bruza;Th. P. van der Weide

  • Is There Something Quantum-Like about the Human Mental Lexicon?

    Peter Bruza

Frequent Co-Authors

Dawei Song
Dawei Song The Open University
Raymond Y. K. Lau
Raymond Y. K. Lau City University of Hong Kong
Jerome R. Busemeyer
Jerome R. Busemeyer Indiana University
Kam-Fai Wong
Kam-Fai Wong Chinese University of Hong Kong
Yuefeng Li
Yuefeng Li Queensland University of Technology
Arthur H. M. ter Hofstede
Arthur H. M. ter Hofstede Queensland University of Technology
Douglas L. Nelson
Douglas L. Nelson University of South Florida
Liane Gabora
Liane Gabora University of British Columbia
Zi Huang
Zi Huang University of Queensland
Kalervo Järvelin
Kalervo Järvelin Tampere University

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