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Uncovering unknown dynamics in water resource recovery facilities with neural differential equations and Shapley value analysis
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Geometric properties of ternary fuzzy relations
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Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion
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- Journal Article
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Modification speed alters stability of ecological higher-order interaction networks
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- Journal Article
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Traces of ternary relations based on Bandler–Kohout compositions
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- Journal Article
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Identification of compound drought and heatwave events on a daily scale and across four seasons
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- Journal Article
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Environment‐dependent population dynamics emerging from dynamic energy budgets and individual‐scale movement behaviour
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- Journal Article
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The pseudo-inverse of a monotone function between complete lattices and its use in generating t-norms and t-conorms
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- Journal Article
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Temperature-driven dynamics : unraveling the impact of climate change on cryptic species interactions within the Litoditis marina complex
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- Journal Article
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A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation
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- Journal Article
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Impedimetric biofilm characterization with microelectrode arrays using equivalent electrical circuit features and ensemble classifiers
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- Journal Article
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Ultrametrics for context-aware comparison of binary images
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- Journal Article
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Metapopulation models with anti-symmetric Lotka–Volterra systems
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- Journal Article
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A simulation study on the probabilities of rank reversal, tie making, and tie breaking for multiple criteria decision making methods
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A dissection of the monotonicity property of binary operations from a dominance point of view
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- Journal Article
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Cooperative interactions between invader and resident microbial community members weaken the negative diversity-invasion relationship
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- Journal Article
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High-quality marine economic development in China from the perspective of green total factor productivity growth : dynamic changes and improvement strategies
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No six-cell neighborhood cellular automaton solves the parity problem
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Weaker forms of increasingness of binary operations and their role in the characterization of meet and join operations
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- Journal Article
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Compound extreme climate events intensify yield anomalies of winter wheat in France
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- Journal Article
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A TOPSIS analysis of regional competitiveness at European level
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A comparison of embedding aggregation strategies in drug-target interaction prediction
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A multi-perspective exploration of the salinization mechanisms of groundwater in the Guanzhong Basin, China
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Butterfly abundance changes in England are well associated with extreme climate events
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Exponential-trigonometric optimization algorithm for solving complicated engineering problems
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- Journal Article
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On the representation of internal uninorms on a bounded lattice
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- Journal Article
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Decomposition and construction of uninorms on the unit interval
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- Journal Article
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Hyperparameter optimization of two-branch neural networks in multi-target prediction
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- Journal Article
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Improving deep neural network random initialization through neuronal rewiring
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- Journal Article
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Evaluation of activated sludge settling characteristics from microscopy images with deep convolutional neural networks and transfer learning
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- Journal Article
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Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study
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- Journal Article
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Link prediction in stagewise graphs
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- Journal Article
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Hyperdimensional computing : a fast, robust, and interpretable paradigm for biological data
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- Journal Article
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DepoScope : accurate phage depolymerase annotation and domain delineation using large language models
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- Journal Article
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A comparison of machine learning methods for predicting the direction of the US stock market on the basis of volatility indices
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- Journal Article
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Prediction of Klebsiella phage-host specificity at the strain level
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- Journal Article
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A holistic approach to the composition of ternary relations
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- Journal Article
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Rapid and non-destructive microbial quality prediction of fresh pork stored under modified atmospheres by using selected-ion flow-tube mass spectrometry and machine learning
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Microelectrode-array-based sensing of bacterial biofilm antibiotic susceptibility using impedance spectroscopy and convolutional neural networks
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Bioaccumulation of organic and inorganic contaminants in biota : a long-term evaluation in the Belgian part of the North Sea
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- Journal Article
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Non-uniform number-conserving elementary cellular automata
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- Journal Article
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Plant impedance spectroscopy : a review of modeling approaches and applications
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- Journal Article
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DeepMTP : a Python-based deep learning framework for multi-target prediction
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- Journal Article
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Non-uniform number-conserving elementary cellular automata on the infinite grid : a tale of the unexpected
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- Journal Article
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Combining natural language processing and multidimensional classifiers to predict and correct CMMS metadata
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- Journal Article
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No bacterial-mediated alleviation of thermal stress in a brown seaweed suggests the absence of ecological bacterial rescue effects
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- Journal Article
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Future multivariate weather generation by combining Bartlett-Lewis and vine copula models
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- Journal Article
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Oracle selection provides insight into how far off practice is from Utopia in plant breeding
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- Journal Article
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A decomposition theorem for number-conserving multi-state cellular automata on triangular grids
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- Journal Article
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Fuzzy structures induced by fuzzy betweenness relations
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A density-grid-based method for clustering k-dimensional data
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- Journal Article
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Fuzzy relational Galois connections between fuzzy transitive digraphs
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- Journal Article
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Modelling fish co-occurrence patterns in a small spring-fed river using a machine learning approach
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- Journal Article
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Seven-state rotation-symmetric number-conserving cellular automaton that is not isomorphic to any septenary one
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- Journal Article
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Lightweight image super-resolution with a feature-refined network
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A deep recursive multi-scale feature fusion network for image super-resolution?
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- Journal Article
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Triangular norms on bounded trellises
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- Journal Article
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RADAM : texture recognition through randomized aggregated encoding of deep activation maps
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- Journal Article
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A note on the representation theorem for nullnorms on bounded lattices
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Moisture dynamics of wood fibre insulation materials
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- Journal Article
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Solving the Kemeny ranking aggregation problem with quantum optimization algorithms
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- Journal Article
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When driving becomes risky : micro-scale variants of the lane-changing maneuver in highway traffic
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- Journal Article
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The potential of surveillance data for dengue risk mapping : an evaluation of different approaches in Cuba
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Biology-based machine learning to predict phage-host specificity for the clinical phage therapist
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- Conference Paper
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A comparison of different machine learning algorithms for predicting microbial quality during storage of modified atmosphere packaged pork based on volatile organic compounds
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- Conference Paper
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Rapid and non destructive prediction of pork microbial quality using volatolome based artificial neural networks
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- Journal Article
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Evaluating the potential of Distribution of Relaxation Times analysis for plant agriculture
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Characterizing seafood freshness via Latent Dirichlet Allocation (LDA)
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- Journal Article
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An exploration of reversible septenary number-conserving cellular automata : a survey of known methods
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- Journal Article
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Valid prediction intervals for regression problems
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- Journal Article
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Prediction of pipe failures in water supply networks for longer time periods through multi-label classification
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- Journal Article
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A nearest neighbor open-set classifier based on excesses of distance ratios
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- Journal Article
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Application of the Point-Descriptor-Precedence representation for micro-scale traffic analysis at a non-signalized T-junction
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- Journal Article
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Food biodiversity : quantifying the unquantifiable in human diets
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Interspecies interactions of the 2,6-dichlorobenzamide degrading aminobacter sp. MSH1 with resident sand filter bacteria : indications for mutual cooperative interactions that improve BAM mineralization activity
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Studying the spatio-temporal dynamics of wood decay with X-ray CT scanning
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The Hukuhara difference, gH-difference and gH-division are not inclusion isotonic
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Digital phagograms : predicting phage infectivity through a multilayer machine learning approach
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- Journal Article
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Impact of bias nonstationarity on the performance of uni- and multivariate bias-adjusting methods : a case study on data from Uccle, Belgium
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- Journal Article
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Equivalent electrical circuits and their use across electrochemical impedance spectroscopy application domains
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Cross-disciplinary communication in intelligent packaging technology development
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Machine learning to assist in large-scale, activity-based synthetic cannabinoid receptor agonist screening of serum samples
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Idempotent uninorms on a complete chain
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Quo vadis, agent-based modelling tools?
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Identification of phage receptor-binding protein sequences with hidden Markov models and an extreme gradient boosting classifier
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- Journal Article
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Moisture dynamics of wood-based panels and wood fibre insulation materials
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Adaptive scoping : balancing short- and long-term genetic gain in plant breeding
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Embedding metric learning into an extreme learning machine for scene recognition
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Reversibility of number-conserving 1D cellular automata : unlocking insights into the dynamics for larger state sets
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Maximal directions of monotonicity of an aggregation function
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BioCCP.jl : collecting coupons in combinatorial biotechnology
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- Conference Paper
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Two novel approaches to identify phage receptor-binding protein sequences
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A complete description of the dynamics of legal outer-totalistic affine continuous cellular automata
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- Journal Article
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Improved wood species identification based on multi-view imagery of the three anatomical planes
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- Journal Article
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Qualitative team formation analysis in football : a case study of the 2018 FIFA World Cup
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- Journal Article
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Covering the combinatorial design space of multiplex CRISPR/Cas experiments in plants
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Day versus night use of forest by red and roe deer as determined by Corine Land Cover and Copernicus Tree Cover Density : assessing use of geographic layers in movement ecology
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Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study
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A representation of nullnorms on a bounded lattice in terms of beam operations
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A characterization of idempotent nullnorms on bounded lattices
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Class-specific discriminative metric learning for scene recognition
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Multi-target prediction for dummies using two-branch neural networks
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On triangular norms representable as ordinal sums based on interior operators on a bounded meet semilattice
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Nullnorms on bounded lattices constructed by means of closure and interior operators
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A complete representation theorem for nullnorms on bounded lattices with ample illustrations
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Lifting associative operations on subposets of a complete lattice
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Joint global metric learning and local manifold preservation for scene recognition
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Ordinal classification with a spectrum of information sources
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Hybrid differential equations : integrating mechanistic and data-driven techniques for modelling of water systems
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- Journal Article
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Bipolar equations on complete distributive symmetric residuated lattices : the case of a join-irreducible right-hand side
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Identifying volatile spoilage indicators in minced beef packed under gaseous atmospheres
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- Journal Article
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Effective drought communication : using the past to assess the present and anticipate the future
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A distance-constrained semantic autoencoder for zero-shot remote sensing scene classification
(2021) IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 14. p.12545-12556 -
Integrated hybrid modelling of water resource recovery facilities by coupling mechanistic and data-driven ODE models
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- Journal Article
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The Point-Descriptor-Precedence representation for point configurations and movements
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Influence of topology on the dynamics of in silico ecosystems with non-hierarchical competition
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- Journal Article
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Compositions of ternary relations
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- Journal Article
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Incorporating unmodeled dynamics into first-principles models through machine learning
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Reversibility of non-saturated linear cellular automata on finite triangular grids
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Automated detection and counting of Artemia using U-shaped fully convolutional networks and deep convolutional networks
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Constructions of uni-nullnorms and null-uninorms on a bounded lattice
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Forty years of fuzzy sets and systems : a bibliometric analysis
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Distance metric learning for augmenting the method of nearest neighbors for ordinal classification with absolute and relative information
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Otolith identification using a deep hierarchical classification model
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Unraveling the natural durability of wood : revealing the impact of decay-influencing characteristics other than fungicidal components
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Curved splicing of copulas
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- Journal Article
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Predicting bacteriophage hosts based on sequences of annotated receptor-binding proteins
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Recurrent misconceptions in the study of CA reversibility on triangular grids
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A comparative study of machine learning methods for ordinal classification with absolute and relative information
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- Journal Article
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Crowdsourced mapping of unexplored target space of kinase inhibitors
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- Journal Article
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Stability analysis of the coexistence equilibrium of a balanced metapopulation model
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Two-dimensional rotation-symmetric number-conserving cellular automata
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- Journal Article
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Transitive closures of ternary fuzzy relations
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A characterization of the property of orthomonotonicity
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Deep scoping : a breeding strategy to preserve, reintroduce and exploit genetic variation
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A characterization of the classes Umin and Umax of uninorms on a bounded lattice
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Practical equivalent electrical circuit identification for electrochemical impedance spectroscopy analysis with gene expression programming
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Aggregation theory revisited
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Untangling the mechanisms of cryptic species coexistence in a nematode community through individual-based modelling
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- Journal Article
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- open access
Cold-start problems in data-driven prediction of drug-drug interaction effects
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Pairwise learning for predicting pollination interactions based on traits and phylogeny
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A survey on matching strategies for boundary image comparison and evaluation
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On the aggregation of compositional data
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- Journal Article
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Oceanic response to the consecutive Hurricanes Dorian and Humberto (2019) in the Sargasso Sea
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Quantitative dominance-based neighborhood rough sets via fuzzy preference relations
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- Journal Article
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Unsupervised cell segmentation and labelling in neural tissue images
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Ordinal sums of triangular norms on a bounded lattice
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- Journal Article
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On the role of distance transformations in Baddeley’s Delta Metric
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- Journal Article
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Disentangling the information in species interaction networks
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Probabilistic topic modelling in food spoilage analysis : a case study with Atlantic salmon (Salmo salar)
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- Book Chapter
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Identifying potential volatile spoilage indicators in shredded carrot using SIFT-MS
(2021) Dynamic flavor : capturing aroma using real-time mass spectrometry. In ACS Symposium Series 1402. p.107-122 -
- Journal Article
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Exploring the effect of occurrence-bias-adjustment assumptions on hydrological impact modeling
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Impact of bias nonstationarity on the performance of uni- and multivariate bias-adjusting methods
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Comparison of occurrence-bias-adjusting methods for hydrological impact modelling
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Combining absolute and relative information with frequency distributions for ordinal classification
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- Conference Paper
- C1
- open access
Performance of bio-based building materials : durability and moisture dynamics
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Combining mechanistic and data-driven techniques for predictive modelling of wastewater treatment plants
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Scalable large-margin distance metric learning using stochastic gradient descent
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Deep feature fusion through adaptive discriminative metric learning for scene recognition
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Fuzzy linear programming problems : models and solutions
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Improved deep embedding learning based on stochastic symmetric triplet loss and local sampling
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A hitchhiker's guide to quasi-copulas
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A mathematical morphology approach for a qualitative exploration of drought events in space and time
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Algebraic shortcuts for leave-one-out cross-validation in supervised network inference
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Fusing absolute and relative information for augmenting the method of nearest neighbors for ordinal classification
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Using intransitive triads to determine final species richness of competition networks
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Ternary reversible number-conserving cellular automata are trivial
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Identification of cellular automata based on incomplete observations with bounded time gaps
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On the construction of uninorms by paving
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- Journal Article
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- open access
Wildfire ignition probability in Belgium
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Fuzzy betweenness relations and their connection with fuzzy order relations
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Relational Galois connections between transitive fuzzy digraphs
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An inherent difficulty in the aggregation of multidimensional data
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- Journal Article
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Spatial movement pattern recognition in soccer based on relative player movements
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Option implied moments obtained through fuzzy regression
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Relational Galois connections between transitive digraphs: Characterization and construction
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Development of a land use regression model for black carbon using mobile monitoring data and its application to pollution-avoiding routing
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Oceanic response to Hurricane Irma (2017) in the Exclusive Economic Zone of Cuba and the eastern Gulf of Mexico
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High-ISO long-exposure image denoising based on quantitative blob characterization
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A correspondence between voting procedures and stochastic orderings
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Automated artemia length measurement using U-shaped fully convolutional networks and second-order anisotropic Gaussian kernels
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Automated blob detection using iterative Laplacian of Gaussian filtering and unilateral second-order Gaussian kernels
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Closures and openings of ternary relations
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Boundary detection using unbiased sparseness-constrained colour-opponent response and superpixel contrast
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Efficient enumeration of three-state two-dimensional number-conserving cellular automata
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Information content in pollination network reveals missing interactions
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A split-and-perturb decomposition of number-conserving cellular automata
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- Journal Article
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Preservation of genetic variation in a breeding population for long-term genetic gain
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On the construction of fuzzy betweenness relations from metrics
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A spatio-temporal land use regression model to assess street-level exposure to black carbon
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Non-king elimination, intransitive triad interactions, and species coexistence in ecological competition networks
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Spatio-temporal variability of oceanographic conditions in the Exclusive Economic Zone of Cuba
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Three-dimensional rotation-symmetric number-conserving cellular automata
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- Journal Article
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The constrained median : a way to incorporate side information in the assessment of food samples
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Perspective : towards automated tracking of content and evidence appraisal of nutrition research
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- Conference Paper
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A general-purpose toolbox for efficient Kronecker-based learning
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- Conference Paper
- C1
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Bio-based building materials : how to unravel the role of material characteristics on fungal susceptibility?
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- Journal Article
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Superpixel segmentation based on anisotropic edge strength
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- Journal Article
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Chronicle of a failure foretold : 2017 Rector election at Ghent University
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On the compatibility of a ternary relation with a binary fuzzy relation
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Left- and right-compatibility of order relations and fuzzy tolerance relations
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Exploring the use of X-ray micro CT as a tool for the monitoring of moisture production and mass loss during lab-based fungal degradation testing
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Topologies induced by the representation of a betweenness relation as a family of order relations
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A taxonomy of monotonicity properties for the aggregation of multidimensional data
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On the role of monometrics in penalty-based data aggregation
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A two-layer representation of four-state reversible number-conserving 2D cellular automata
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Learning single‐cell distances from cytometry data
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The impact of hurricanes on the oceanographic conditions in the Exclusive Economic Zone of Cuba
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- Journal Article
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All binary number-conserving cellular automata based on adjacent cells are intrinsically one-dimensional
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- Journal Article
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Real-time prediction of influenza outbreaks in Belgium
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On the lattice structure of the set of supermodular quasi-copulas
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On the degree of asymmetry of a quasi-copula with respect to a curve
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The superdominance relation, the positional winner, and more missing links between Borda and Condorcet
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- Journal Article
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Rift Valley fever : an open-source transmission dynamics simulation model
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Integrating expert and novice evaluations for augmenting ordinal regression models
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Multivariate winning probabilities
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Noise-robust line detection using normalized and adaptive second-order anisotropic Gaussian kernels
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The acclamation consensus state and an associated ranking rule
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Cutting levels of the winning probability relation of random variables pairwisely coupled by a same Frank copula
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The sample monomode and an associated test for discrete monomodality
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Two-dimensional affine continuous cellular automata solving the relaxed density classification problem
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A validated expert-based habitat suitability assessment for eagle owls in Limburg, the Netherlands
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- Journal Article
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Analysis of spatio-temporal fungal growth dynamics under different environmental conditions
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Kernel-based distance metric learning for supervised k-means clustering
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An efficient method for clustered multi-metric learning
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A method based on the Levenshtein distance metric for the comparison of multiple movement patterns described by matrix sequences of different length
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Kernel distance metric learning using pairwise constraints for person re-identification
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Assessing the potential of the qualitative trajectory calculus to detect gait pathologies : a case study of children with developmental coordination disorder
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Lattice-based versus lattice-free individual-based models : impact on coexistence in competitive communities
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Possibilistic compositions and state functions : application to the order promising process for perishables
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Inter- and intrafield distribution of cereal leaf beetle species (coleoptera : chrysomelidae) in Belgian winter wheat
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Guiding mineralization co-culture discovery using Bayesian optimization
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- Journal Article
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X-ray microtomography and linear discriminant analysis enable detection of embolism-related acoustic emissions
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A statistical approach to the identification of diploid cellular automata based on incomplete observations
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Contour detection based on anisotropic edge strength and hierarchical superpixel contrast
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Multiscale edge detection using first-order derivative of anisotropic Gaussian kernels
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Penalty-based aggregation of strings
(2019) NEW TRENDS IN AGGREGATION THEORY. In Advances in Intelligent Systems and Computing 981. p.212-222 -
The dominance, covering and supercovering relations in the context of multiple partially specified reciprocal relations
(2019) FUZZY TECHNIQUES: THEORY AND APPLICATIONS. In Advances in Intelligent Systems and Computing 1000. p.483-492 -
- Journal Article
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An ontology to standardize research output of nutritional epidemiology : from paper-based standards to linked content
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- Conference Paper
- P1
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From DIKW pyramid to graph database : a tool for machine processing of nutritional epidemiologic research data
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Spoilage evaluation of raw Atlantic salmon (Salmo salar) stored under modified atmospheres by multivariate statistics and augmented ordinal regression
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Clonal sets of a binary relation
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Traces of ternary relations
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- Conference Paper
- P1
- open access
Combining absolute and relative information in studies on food quality
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Habitat characteristics of possible hunting grounds of the Eurasian eagle owl in Limburg, The Netherlands
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Indices for financial market volatility obtained through fuzzy regression
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- Journal Article
- A2
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On the linear stability of some finite difference schemes for nonlinear reaction-diffusion models of chemical reaction networks
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- Journal Article
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Three-species competition with non-deterministic outcomes
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Spatio-temporal drought identification through mathematical morphology
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Monotonicity of a profile of rankings with ties