Search Results - "Bruza, Peter"

Quantum cognition: a new theoretical approach to psychology by Bruza, Peter D, Wang, Zheng, Busemeyer, Jerome R

“…Highlights • Quantum cognition models are founded on principles drawn from quantum physics. • Quantum models parsimoniously address puzzling cognitive…”
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Evaluating probabilistic programming languages for simulating quantum correlations by Obeid, Abdul Karim, Bruza, Peter D, Wittek, Peter

“…This article explores how probabilistic programming can be used to simulate quantum correlations in an EPR experimental setting. Probabilistic programs are…”
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Balanced Quantum-Like Bayesian Networks by Wichert, Andreas, Moreira, Catarina, Bruza, Peter

“…Empirical findings from cognitive psychology indicate that, in scenarios under high levels of uncertainty, many people tend to make irrational decisions. To…”
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An Extension of Combinatorial Contextuality for Cognitive Protocols by Obeid, Abdul Karim, Bruza, Peter, Moreira, Catarina, Bruns, Axel, Angus, Daniel

“…This article extends the combinatorial approach to support the determination of contextuality amidst causal influences. Contextuality is an active field of…”
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On the Irrationality of Being in Two Minds by Dehdashti, Shahram, Fell, Lauren, Bruza, Peter

“…This article presents a general framework that allows irrational decision making to be theoretically investigated and simulated. Rationality in human decision…”
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A Quantum Model of Trust Calibration in Human–AI Interactions by Roeder, Luisa, Hoyte, Pamela, van der Meer, Johan, Fell, Lauren, Johnston, Patrick, Kerr, Graham, Bruza, Peter

“…This exploratory study investigates a human agent’s evolving judgements of reliability when interacting with an AI system. Two aims drove this investigation:…”
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How activation, entanglement, and searching a semantic network contribute to event memory by Nelson, Douglas L., Kitto, Kirsty, Galea, David, McEvoy, Cathy L., Bruza, Peter D.

“…Free-association norms indicate that words are organized into semantic/associative neighborhoods within a larger network of words and links that bind the net…”
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A Quantum Probability Perspective on Borderline Vagueness by Blutner, Reinhard, Pothos, Emmanuel M., Bruza, Peter

“…The term “vagueness” describes a property of natural concepts, which normally have fuzzy boundaries, admit borderline cases, and are susceptible to Zeno's…”
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Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications by Chou, Yu-Liang, Moreira, Catarina, Bruza, Peter, Ouyang, Chun, Jorge, Joaquim

“…Deep learning models have achieved high performance across different domains, such as medical decision-making, autonomous vehicles, decision support systems,…”
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An intelligent information agent for document title classification and filtering in document-intensive domains by Song, Dawei, Lau, Raymond Y.K., Bruza, Peter D., Wong, Kam-Fai, Chen, Ding-Yi

“…Effective decision making is based on accurate and timely information. However, human decision makers are often overwhelmed by the huge amount of electronic…”
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Transepistemic abduction: reasoning across epistemic domains by Gibson, Andrew, Bruza, Peter

“…Abstract Frequently people draw on different domains of knowledge to reach a conclusion that seems reasonable despite being difficult to justify from the…”
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LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models by Moreira, Catarina, Chou, Yu-Liang, Velmurugan, Mythreyi, Ouyang, Chun, Sindhgatta, Renuka, Bruza, Peter

“…The use of sophisticated machine learning models for critical decision-making faces the challenge that these models are often applied as a ‘black-box’. This…”
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How everyday language can and will boost effective information retrieval by Hoenkamp, Eduard, Bruza, Peter

“…Typing 2 or 3 keywords into a browser has become an easy and efficient way to find information. Yet, typing even short queries becomes tedious on ever…”
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A probabilistic framework for analysing the compositionality of conceptual combinations by Bruza, Peter D., Kitto, Kirsty, Ramm, Brentyn J., Sitbon, Laurianne

“…Conceptual combination performs a fundamental role in creating the broad range of compound phrases utilised in everyday language. While the systematicity and…”
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Syntax and operational semantics of a probabilistic programming language with scopes by Bruza, Peter D.

“…Dzhafarov and Kujala (2015) have introduced a contextual probability theory called Contextuality-by-Default (C-b-D) which is based on three principles. The…”
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Structural block driven enhanced convolutional neural representation for relation extraction by Wang, Dongsheng, Tiwari, Prayag, Garg, Sahil, Zhu, Hongyin, Bruza, Peter

“…In this paper, we propose a novel lightweight relation extraction approach of structural block driven convolutional neural learning. Specifically, we detect…”
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Quantum-like influence diagrams for decision-making by Moreira, Catarina, Tiwari, Prayag, Pandey, Hari Mohan, Bruza, Peter, Wichert, Andreas

“…This article proposes a novel and comprehensive framework on how to describe the probabilistic nature of decision-making process. We suggest extending the…”
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What makes an effective clinical query and querier? by Koopman, Bevan, Zuccon, Guido, Bruza, Peter

“…In this paper, we perform an in‐depth study into how clinicians represent their information needs and the influence this has on information retrieval (IR)…”
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Towards a quantum-like cognitive architecture for decision-making by Moreira, Catarina, Fell, Lauren, Dehdashti, Shahram, Bruza, Peter, Wichert, Andreas

“…We propose an alternative and unifying framework for decision-making that, by using quantum mechanics, provides more generalised cognitive and decision models…”
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Information retrieval as semantic inference: a Graph Inference model applied to medical search by Koopman, Bevan, Zuccon, Guido, Bruza, Peter, Sitbon, Laurianne, Lawley, Michael

“…This paper presents a Graph Inference retrieval model that integrates structured knowledge resources, statistical information retrieval methods and inference…”
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