KERMIT -- Research Unit Knowledge-based Systems

Journal Papers (ISI)

Authors

(36) A kernel-based framework for learning graded relations from data
W. Waegeman, T. Pahikkala, A. Airola, T. Salakoski, M. Stock and B. De Baets
(2012) IEEE TRANSACTIONS ON FUZZY SYSTEMS. 20, 1090-1101.

(35) Slime mould imitation of Belgian transport networks: redundancy, bio-essential motorways, and dissolution
A. Adamatzky, B. De Baets and W. Van Dessel
(2012) INTERNAT. J. UNCONVENTIONAL COMPUTING. 8, 235-262.

(34) Cellular automata on irregular tessellations
J.M. Baetens and B. De Baets
(2012) DYNAMICAL SYSTEMS. 27, 411-430.

(33) The logistic curve as a tool to describe the daily ruminal pH pattern and its link with milk fatty acids
E. Colman, B. Thas, W. Waegeman, B. De Baets and V. Fievez
(2012) J. DAIRY SCIENCE. 95, 5845-5865.

(32) Impact of reducing polarimetric SAR input on the uncertainty of crop classifications based on the Random Forests algorithm
L. Loosvelt, J. Peters, H. Skriver, B. De Baets and N.E.C. Verhoest
(2012) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 50, 4185-4200.

(31) Do absence data matter when modelling fish habitat preference using a genetic Takagi-Sugeno fuzzy model?
S. Fukuda and B. De Baets
(2012) INTERNAT. J. UNCERTAINTY, FUZZINESS AND KNOWLEDGE-BASED SYSTEMS. 20, 233-245.

(30) The MACBETH approach for multi-criteria evaluation of development projects on cross-cutting issues
R. Sanchez-Lopez, C.A. Bana e Costa and B. De Baets
(2012) ANNALS OF OPERATIONS RESEARCH. 199, 393-408.

(29) Abundance versus presence/absence data for modelling fish habitat preference with a genetic Takagi-Sugeno fuzzy system
S. Fukuda, B. De Baets and A.M. Mouton
(2012) ENVIRONMENTAL MONITORING AND ASSESSMENT . 184, 6159-6171.

(28) Prospects and limitations of full-text index structures in genome analysis
M. Vyverman, B. De Baets, V. Fack and P. Dawyndt
(2012) NUCLEIC ACIDS RESEARCH. 40, 6993-7015.

(27) Influence of topographic normalization on the vegetation index-surface temperature relationship
J. Van doninck, J. Peters, B. De Baets, E.M. De Clercq, E. Ducheyne and N.E.C. Verhoest
(2012) JOURNAL OF APPLIED REMOTE SENSING. 6, 063518.

(26) Random Forests as a tool for estimating uncertainty at pixel-level in SAR image classification
L. Loosvelt, J. Peters, H. Skriver, H. Lievens, F.M.B. Van Coillie, B. De Baets and N.E.C. Verhoest
(2012) INTERNAT. J. APPLIED EARTH OBSERVATION AND GEOINFORMATION. 19, 173-184.

(25) A scenario analysis for reducing organic priority pollutants in receiving water using integrated dynamic urban fate models
V. Gevaert, F. Verdonck and B. De Baets
(2012) SCIENCE OF THE TOTAL ENVIRONMENT. 432, 422-431.

(24) Estimating crustal thickness in Belgium and surrounding regions from Moho-reflected waves
E. Sichien, J.-P. Henriet, T. Camelbeeck and B. De Baets
(2012) TECTONOPHYSICS. 560-561, 105-119.

(23) Semantically linking molecular entities in literature through entity relationships
S. Van Landeghem, J. Björne, T. Abeel, B. De Baets, T. Salakoski and Y. Van de Peer
(2012) BMC BIOINFORMATICS. 13, S6.

(22) A single-point characterization of representable uninorms
J. Fodor and B. De Baets
(2012) FUZZY SETS AND SYSTEMS. 202, 89-99.

(21) Prediction of ruminal volatile fatty acid proportions of lactating dairy cows based on milk odd and branched chain fatty acid profiles: new models, better predictions
A.M. Bhagwat, B. De Baets, A. Steen, B. Vlaeminck and V. Fievez
(2012) J. DAIRY SCIENCE. 95, 3926-3937.

(20) Uncertainty analysis of WWTP control strategies made feasible
L. Benedetti, D. Batstone, B. De Baets, I. Nopens and P.A. Vanrolleghem
(2012) WATER QUALITY RESEARCH JOURNAL OF CANADA. 47, 14-29.

(19) Towards a reliable evaluation of forecasting systems for plant diseases: A case study of Fusarium head blight
S. Landschoot, W. Waegeman, K. Audenaert, J. Vandepitte, G. Haesaert and B. De Baets
(2012) PLANT DISEASE. 96, 889-896.

(18) The granule size distribution in an anammox-based granular sludge reactor affects the conversion - implications for modelling
E.I.P. Volcke, C. Picioreanu, B. De Baets and M.C.M. van Loosdrecht
(2012) BIOTECHNOLOGY AND BIOENGINEERING. 109, 1629-1636.

(17) Modelling the degradation kinetics of vitamin C in fruit juice in relation to the initial headspace oxygen concentration
I. Van Bree, J.M. Baetens, S. Samapundo, F. Devlieghere, R. Laleman, I. Vandekinderen, B. Noseda, R. Xhaferi, B. De Baets and B. De Meulenaer
(2012) FOOD CHEMISTRY. 134, 207-214.

(16) Calibration of the modified Bartlett-Lewis model using global optimization techniques and alternative objective functions
W.J. Vanhaute, S. Vandenberghe, K. Scheerlinck, B. De Baets and N.E.C. Verhoest
(2012) HYDROLOGY AND EARTH SYSTEMS SCIENCES. 16, 873-891.

(15) Modeling the photocatalytic degradation of moxifloxacin by means of a stochastic cellular automaton
P. Van der Weeën, J.M. Baetens, J. Verwaeren, X. Van Doorslaer, P.M. Heynderickx, J. Dewulf and B. De Baets
(2012) CHEMICAL ENGINEERING JOURNAL. 188, 181-190.

(14) Consistent union and prioritized consistent union: new operations for preference aggregation
M. Rademaker and B. De Baets
(2012) ANNALS OF OPERATIONS RESEARCH. 195, 237-259.

(13) Accounting for seasonality in a soil moisture change detection algorithm for ASAR Wide Swath time series
J. Van doninck, J. Peters, H. Lievens, E. Ducheyne, B. De Baets and N.E.C. Verhoest
(2012) HYDROLOGY AND EARTH SYSTEMS SCIENCES. 16, 773-786.

(12) Assessment of SAR-retrieved soil moisture uncertainty induced by uncertainty on modeled soil surface roughness
E. De Keyser, H. Lievens, H. Vernieuwe, P. Marzahn, R. Ludwig, E. De Lathauwer, V.R.N. Pauwels, B. De Baets and N.E.C. Verhoest
(2012) INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 18, 176-182.

(11) A generalization of the migrativity property of aggregation functions
H. Bustince, B. De Baets, J. Fernández, R. Mesiar and J. Montero
(2012) INFORMATION SCIENCES. 191, 76-85.

(10) Zadeh's extension principle for continuous functions of non-interactive variables: a parallel optimization approach
K. Scheerlinck, H. Vernieuwe and B. De Baets
(2012) IEEE TRANSACTIONS ON FUZZY SYSTEMS. 20, 96-108.

(9) An empirical analysis of explanatory variables affecting Fusarium head blight infection and deoxynivalenol content in wheat
S. Landschoot, W. Waegeman, K. Audenaert, J. Vandepitte, J.M. Baetens, B. De Baets and G. Haesaert
(2012) JOURNAL OF PLANT PATHOLOGY. 94, 135-147.

(8) Effect of asynchronous updating on the stability of cellular automata
J.M. Baetens, P. Van der Weeën and B. De Baets
(2012) CHAOS, SOLITONS AND FRACTALS. 45, 383-394.

(7) Learning partial ordinal class memberships with kernel-based proportional odds models
J. Verwaeren, W. Waegeman and B. De Baets
(2012) COMPUTATIONAL STATISTICS AND DATA ANALYSIS. 56, 928-942.

(6) Binary survival aggregation functions
B. De Baets, H. De Meyer and R. Mesiar
(2012) FUZZY SETS AND SYSTEMS. 191, 83-102.

(5) Optimal monotone relabelling of partially non-monotone ordinal data
M. Rademaker, B. De Baets and H. De Meyer
(2012) OPTIMIZATION METHODS AND SOFTWARE. 27, 17-31.

(4) Biconic aggregation functions
T. Jwaid, B. De Baets and H. De Meyer
(2012) INFORMATION SCIENCES. 187, 129-150.

(3) Use of a Bayesian isotope mixing model to estimate proportional contributions of multiple nitrate sources in surface water
D. Xue, B. De Baets, O. Van Cleemput, C. Hennessy, M. Berglund and P. Boeckx
(2012) ENVIRONMENTAL POLLUTION. 161, 43-49.

(2) Order-theoretical tools to support risk assessment of chemicals
K. De Loof, M. Rademaker, R. Brüggemann, H. De Meyer, G. Restrepo and B. De Baets
(2012) MATCH - COMMUNICATIONS IN MATHEMATICAL AND IN COMPUTER CHEMISTRY. 67, 213-230.

(1) Performance assessment of the anticipatory approach to optimal experimental design for model discrimination
B.M.R. Donckels, D.J.W. De Pauw, P.A. Vanrolleghem and B. De Baets
(2012) CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS. 110, 20-31.

Journal Papers (ISI)

Authors

Year