
An interpretable semisupervised classifier using two different strategies for amended selflabeling
In the context of some machine learning applications, obtaining data ins...
read it

Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP
The traditional Capacitated Vehicle Routing Problem (CVRP) minimizes the...
read it

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...
read it

Analysing Congestion Problems in Multiagent Reinforcement Learning
Congestion problems are omnipresent in today's complex networks and repr...
read it

Context and Interference Effects in the Combinations of Natural Concepts
The mathematical formalism of quantum theory exhibits significant effect...
read it

Testing Quantum Models of Conjunction Fallacy on the World Wide Web
The 'conjunction fallacy' has been extensively debated by scholars in co...
read it

Safe and Efficient OffPolicy Reinforcement Learning
In this work, we take a fresh look at some old and new algorithms for of...
read it

Q(λ) with OffPolicy Corrections
We propose and analyze an alternate approach to offpolicy multistep te...
read it

Generalizing Prototype Theory: A Formal Quantum Framework
Theories of natural language and concepts have been unable to model the ...
read it

On the Foundations of the Brussels OperationalRealistic Approach to Cognition
The scientific community is becoming more and more interested in the res...
read it

The GTRmodel: a universal framework for quantumlike measurements
We present a very general geometricodynamical description of physical o...
read it

BeyondQuantum Modeling of Question Order Effects and Response Replicability in Psychological Measurements
A general tensionreduction (GTR) model was recently considered to deriv...
read it

A New Fundamental Evidence of NonClassical Structure in the Combination of Natural Concepts
We recently performed cognitive experiments on conjunctions and negation...
read it

Quantum Structure of Negation and Conjunction in Human Thought
We analyse in this paper the data collected in a set of experiments perf...
read it

Quantum Structure in Cognition, Origins, Developments, Successes and Expectations
We provide an overview of the results we have attained in the last decad...
read it

OffPolicy Reward Shaping with Ensembles
Potentialbased reward shaping (PBRS) is an effective and popular techni...
read it

The Quantum Nature of Identity in Human Thought: BoseEinstein Statistics for Conceptual Indistinguishability
Increasing experimental evidence shows that humans combine concepts in a...
read it

OffPolicy Shaping Ensembles in Reinforcement Learning
Recent advances of gradient temporaldifference methods allow to learn o...
read it

Modeling Concept Combinations in a Quantumtheoretic Framework
We present modeling for conceptual combinations which uses the mathemati...
read it

Characterizing and Extending Answer Set Semantics using Possibility Theory
Answer Set Programming (ASP) is a popular framework for modeling combina...
read it

General Quantum Hilbert Space Modeling Scheme for Entanglement
We work out a classification scheme for quantum modeling in Hilbert spac...
read it

Entanglement Zoo II: Examples in Physics and Cognition
We have recently presented a general scheme enabling quantum modeling of...
read it

Entanglement Zoo I: Foundational and Structural Aspects
We put forward a general classification for a structural description of ...
read it

Quantum and Concept Combination, Entangled Measurements and Prototype Theory
We analyze the meaning of the violation of the marginal probability law ...
read it

Modeling Stable Matching Problems with Answer Set Programming
The Stable Marriage Problem (SMP) is a wellknown matching problem first...
read it

The Guppy Effect as Interference
People use conjunctions and disjunctions of concepts in ways that violat...
read it

Concepts and Their Dynamics: A QuantumTheoretic Modeling of Human Thought
We analyze different aspects of our quantum modeling approach of human c...
read it

Quantum Interference in Cognition: Structural Aspects of the Brain
We identify the presence of typically quantum effects, namely 'superposi...
read it

Quantum Interaction Approach in Cognition, Artificial Intelligence and Robotics
The mathematical formalism of quantum mechanics has been successfully em...
read it

Quantum Structure in Cognition: Fundamentals and Applications
Experiments in cognitive science and decision theory show that the ways ...
read it

Measuring Meaning on the WorldWide Web
We introduce the notion of the 'meaning bound' of a word with respect to...
read it

What Does Artificial Life Tell Us About Death?
Short philosophical essay...
read it

Contextualizing Concepts using a Mathematical Generalization of the Quantum Formalism
We outline the rationale and preliminary results of using the State Cont...
read it

MI image registration using prior knowledge
Subtraction of aligned images is a means to assess changes in a wide var...
read it

Towards a Quantum World Wide Web
We elaborate a quantum model for corpora of written documents, like the ...
read it

Searchbased Tier Assignment for Optimising Offline Availability in Multitier Web Applications
Web programmers are often faced with several challenges in the developme...
read it

A General Methodology for Designing SelfOrganizing Systems
Our technologies complexify our environments. Thus, new technologies nee...
read it

A ConcurrencyAgnostic Protocol for MultiParadigm Concurrent Debugging Tools
Today's complex software systems combine highlevel concurrency models. ...
read it

Testing for Principal Component Directions under Weak Identifiability
We consider the problem of testing, on the basis of a pvariate Gaussian...
read it

Quantum cognition goes beyondquantum: modeling the collective participant in psychological measurements
In psychological measurements, two levels should be distinguished: the '...
read it

Modeling Meaning Associated with Documental Entities: Introducing the Brussels Quantum Approach
We show that the Brussels operationalrealistic approach to quantum phys...
read it

Solution Dominance over Constraint Satisfaction Problems
Constraint Satisfaction Problems (CSPs) typically have many solutions th...
read it

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...
read it

Causal Simulations for Uplift Modeling
Uplift modeling requires experimental data, preferably collected in rand...
read it

SampleEfficient ModelFree Reinforcement Learning with OffPolicy Critics
Valuebased reinforcementlearning algorithms are currently stateofthe...
read it

Learning Relational Representations with Autoencoding Logic Programs
Deep learning methods capable of handling relational data have prolifera...
read it

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...
read it

Vehicle routing by learning from historical solutions
The goal of this paper is to investigate a decision support system for v...
read it

Towards Improving Solution Dominance with Incomparability Conditions: A casestudy using Generator Itemset Mining
Finding interesting patterns is a challenging task in data mining. Const...
read it

Smart PredictandOptimize for Hard Combinatorial Optimization Problems
Combinatorial optimization assumes that all parameters of the optimizati...
read it
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.