
An interpretable semisupervised classifier using two different strategies for amended selflabeling
In the context of some machine learning applications, obtaining data ins...
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The Case for MetaCognitive Machine Learning: On Model Entropy and Concept Formation in Deep Learning
Machine learning is usually defined in behaviourist terms, where externa...
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Analysing Congestion Problems in Multiagent Reinforcement Learning
Congestion problems are omnipresent in today's complex networks and repr...
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Context and Interference Effects in the Combinations of Natural Concepts
The mathematical formalism of quantum theory exhibits significant effect...
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Testing Quantum Models of Conjunction Fallacy on the World Wide Web
The 'conjunction fallacy' has been extensively debated by scholars in co...
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Safe and Efficient OffPolicy Reinforcement Learning
In this work, we take a fresh look at some old and new algorithms for of...
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Q(λ) with OffPolicy Corrections
We propose and analyze an alternate approach to offpolicy multistep te...
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Generalizing Prototype Theory: A Formal Quantum Framework
Theories of natural language and concepts have been unable to model the ...
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On the Foundations of the Brussels OperationalRealistic Approach to Cognition
The scientific community is becoming more and more interested in the res...
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The GTRmodel: a universal framework for quantumlike measurements
We present a very general geometricodynamical description of physical o...
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BeyondQuantum Modeling of Question Order Effects and Response Replicability in Psychological Measurements
A general tensionreduction (GTR) model was recently considered to deriv...
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A New Fundamental Evidence of NonClassical Structure in the Combination of Natural Concepts
We recently performed cognitive experiments on conjunctions and negation...
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Quantum Structure of Negation and Conjunction in Human Thought
We analyse in this paper the data collected in a set of experiments perf...
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Quantum Structure in Cognition, Origins, Developments, Successes and Expectations
We provide an overview of the results we have attained in the last decad...
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OffPolicy Reward Shaping with Ensembles
Potentialbased reward shaping (PBRS) is an effective and popular techni...
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The Quantum Nature of Identity in Human Thought: BoseEinstein Statistics for Conceptual Indistinguishability
Increasing experimental evidence shows that humans combine concepts in a...
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OffPolicy Shaping Ensembles in Reinforcement Learning
Recent advances of gradient temporaldifference methods allow to learn o...
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Modeling Concept Combinations in a Quantumtheoretic Framework
We present modeling for conceptual combinations which uses the mathemati...
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Characterizing and Extending Answer Set Semantics using Possibility Theory
Answer Set Programming (ASP) is a popular framework for modeling combina...
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General Quantum Hilbert Space Modeling Scheme for Entanglement
We work out a classification scheme for quantum modeling in Hilbert spac...
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Entanglement Zoo II: Examples in Physics and Cognition
We have recently presented a general scheme enabling quantum modeling of...
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Entanglement Zoo I: Foundational and Structural Aspects
We put forward a general classification for a structural description of ...
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Quantum and Concept Combination, Entangled Measurements and Prototype Theory
We analyze the meaning of the violation of the marginal probability law ...
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Modeling Stable Matching Problems with Answer Set Programming
The Stable Marriage Problem (SMP) is a wellknown matching problem first...
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The Guppy Effect as Interference
People use conjunctions and disjunctions of concepts in ways that violat...
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Concepts and Their Dynamics: A QuantumTheoretic Modeling of Human Thought
We analyze different aspects of our quantum modeling approach of human c...
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Quantum Interference in Cognition: Structural Aspects of the Brain
We identify the presence of typically quantum effects, namely 'superposi...
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Quantum Interaction Approach in Cognition, Artificial Intelligence and Robotics
The mathematical formalism of quantum mechanics has been successfully em...
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Quantum Structure in Cognition: Fundamentals and Applications
Experiments in cognitive science and decision theory show that the ways ...
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Measuring Meaning on the WorldWide Web
We introduce the notion of the 'meaning bound' of a word with respect to...
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What Does Artificial Life Tell Us About Death?
Short philosophical essay...
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Contextualizing Concepts using a Mathematical Generalization of the Quantum Formalism
We outline the rationale and preliminary results of using the State Cont...
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MI image registration using prior knowledge
Subtraction of aligned images is a means to assess changes in a wide var...
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Towards a Quantum World Wide Web
We elaborate a quantum model for corpora of written documents, like the ...
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Searchbased Tier Assignment for Optimising Offline Availability in Multitier Web Applications
Web programmers are often faced with several challenges in the developme...
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A General Methodology for Designing SelfOrganizing Systems
Our technologies complexify our environments. Thus, new technologies nee...
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A ConcurrencyAgnostic Protocol for MultiParadigm Concurrent Debugging Tools
Today's complex software systems combine highlevel concurrency models. ...
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Testing for Principal Component Directions under Weak Identifiability
We consider the problem of testing, on the basis of a pvariate Gaussian...
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Quantum cognition goes beyondquantum: modeling the collective participant in psychological measurements
In psychological measurements, two levels should be distinguished: the '...
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Modeling Meaning Associated with Documental Entities: Introducing the Brussels Quantum Approach
We show that the Brussels operationalrealistic approach to quantum phys...
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Solution Dominance over Constraint Satisfaction Problems
Constraint Satisfaction Problems (CSPs) typically have many solutions th...
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Quantumtheoretic Modeling in Computer Science A complex Hilbert space model for entangled concepts in corpuses of documents
We work out a quantumtheoretic model in complex Hilbert space of a rece...
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Causal Simulations for Uplift Modeling
Uplift modeling requires experimental data, preferably collected in rand...
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SampleEfficient ModelFree Reinforcement Learning with OffPolicy Critics
Valuebased reinforcementlearning algorithms are currently stateofthe...
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Learning Relational Representations with Autoencoding Logic Programs
Deep learning methods capable of handling relational data have prolifera...
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Human Language: A Boson Gas of Quantum Entangled Cognitons
We model a piece of text of human language telling a story by means of t...
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Vehicle routing by learning from historical solutions
The goal of this paper is to investigate a decision support system for v...
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Towards Improving Solution Dominance with Incomparability Conditions: A casestudy using Generator Itemset Mining
Finding interesting patterns is a challenging task in data mining. Const...
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Smart PredictandOptimize for Hard Combinatorial Optimization Problems
Combinatorial optimization assumes that all parameters of the optimizati...
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Fleet Control using Coregionalized Gaussian Process Policy Iteration
In many settings, as for example wind farms, multiple machines are insta...
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Vrije Universiteit Brussel
Vrije Universiteit Brussel provides educational services. The University offers bachelor, masters, and postgraduate degrees in business, laws, economics, languages, and sports education. Vrije Universiteit Brussel serves students in Belgium.