Some Selected Publications
IEEE Transactions on Fuzzy Systems
# Kumar, M., Stoll, R., Stoll, N.: A Robust Design Criterion for Interpretable Fuzzy Models with Uncertain Data. IEEE Trans. Fuzzy Systems, 14 (2006) 2, 314-328 pdf
# Kumar, M., Stoll, R., Stoll, N.: A Min-Max Approach to Fuzzy Clustering, Estimation and Identification. IEEE Trans. Fuzzy Systems, 14 (2006) 2, 248-262 pdf
# Kumar, M., Weippert, M., Vilbrandt R., Kreuzfeld, S., Stoll, R.: Fuzzy Evaluation of Heart Rate Signals for Mental Stress Assessment. IEEE Trans. Fuzzy Systems, 15 (2007) 5, 791-808 pdf
# Kumar, M., Stoll, N., Stoll, R.: On the Estimation of Parameters of Takagi-Sugeno Fuzzy Filters. IEEE Trans. Fuzzy Systems, 17 (2009) 1, 150-166 pdf
# Kumar, M., Stoll, N., Stoll, R.: Adaptive Fuzzy Filtering in a Deterministic Setting. IEEE Trans. Fuzzy Systems, 17 (2009) 4, 763-776 pdf
# Kumar, M., Weippert, M., Arndt, D., Kreuzfeld, S., Thurow, K., Stoll, N., Stoll, R.: Fuzzy Filtering for Physiological Signal Analysis. IEEE Trans. Fuzzy Systems, 18 (2010) 1, 208-216 pdf
# Kumar, M., Stoll, N., Stoll, R.: Variational Bayes for a Mixed Stochastic/Deterministic Fuzzy Filter. IEEE Trans. Fuzzy Systems, accepted for publication pdf
Fuzzy Optimization and Decision Making
# Kumar, M., Stoll, R., Stoll, N.: Robust Adaptive Fuzzy Identification of Time-Varying Processes with Uncertain Data. Handling Uncertainties in the Physical Fitness Fuzzy Approximation with Real World Medical Data: An Application. Fuzzy Optimization and Decision Making, 2 (2003) 3, 243-259 pdf
# Kumar, M., Stoll, R., Stoll, N.: Regularized Adaptation of Fuzzy Inference Systems. Modelling the Opinion of a Medical Expert about Physical Fitness: An Application. Fuzzy Optimization and Decision Making, 2 (2003) 4, 317-336 pdf
# Kumar, M., Stoll, R., Stoll, N.: Robust Solution to Fuzzy Identification Problem with Uncertain Data by Regularization. Fuzzy Approximation to Physical Fitness with Real World Medical Data: An Application. Fuzzy Optimization and Decision Making, 3 (2004) 1, 63-82 pdf
# Kumar, M., Stoll, R., Stoll, N.: Robust Adaptive Identification of Fuzzy Systems with Uncertain Data. A Fuzzy Expert System for Physical Fitness Approximation with Real World Medical Data: An Application. Fuzzy Optimization and Decision Making, 3 (2004) 3, 195-216 pdf
# Kumar, M., Weippert, M., Stoll, N., Stoll, R.: A Mixture of Fuzzy Filters Applied to the Analysis of Heartbeat Intervals. Fuzzy Optimization and Decision Making, accepted for publication pdf
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
# Kumar, M., Stoll, R., Stoll, N.: Deterministic Approach to Robust Adaptive Learning of Interpretable Fuzzy Models. IEEE Trans. Syst., Man., Cybern. B, 36 (2006) 4, 767-780 pdf
# Kumar, M., Arndt, D., Kreuzfeld, S., Thurow, K., Stoll, N., Stoll, R.: Fuzzy Techniques for Subjective Workload Score Modelling Under Uncertainties. IEEE Trans. Syst., Man., Cybern. B, 38 (2008) 6, 1449-1464 pdf
Automatica
# Kumar, M., Stoll, N., Stoll, R.: An Energy Gain Bounding Approach to Robust Fuzzy Identification. Automatica, 42 (2006) 5, 711-721 pdf
European Journal of Medicinal Chemistry
# Kumar, M., Thurow, K., Stoll, N., Stoll, R.: Robust fuzzy mappings for QSAR studies. European Journal of Medicinal Chemistry, 42 (2007) 5, 675-685 pdf
SAR and QSAR in Environmental Research
# Kumar, S., Kumar, M., Stoll, R., Kragl, U.: Handling uncertainties in toxicity modelling using a fuzzy filter. SAR and QSAR in Environmental Research, 18 (2007) 7-8, 645-662 pdf
Environmental Modelling & Software
# Kumar, S., Kumar, M., Thurow, K., Stoll, R., Kragl, U.: Fuzzy Filtering for Robust Bioconcentration Factor Modelling. Environmental Modelling & Software, 24 (2009) 1, 44-53 pdf