{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T04:13:45Z","timestamp":1746245625592,"version":"3.40.4"},"publisher-location":"Cham","reference-count":59,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319071725"},{"type":"electronic","value":"9783319071732"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-07173-2_44","type":"book-chapter","created":{"date-parts":[[2014,5,22]],"date-time":"2014-05-22T06:36:13Z","timestamp":1400740573000},"page":"518-530","source":"Crossref","is-referenced-by-count":6,"title":["Nonparametric Extension of Regression Functions Outside Domain"],"prefix":"10.1007","author":[{"given":"Tomasz","family":"Galkowski","sequence":"first","affiliation":[]},{"given":"Miroslaw","family":"Pawlak","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"44_CR1","doi-asserted-by":"publisher","first-page":"2269","DOI":"10.1016\/j.jspi.2008.10.021","volume":"139","author":"S.X. Chen","year":"2009","unstructured":"Chen, S.X.: Beta kernel estimators for density functions. Journal of Statistical Planning and Inference\u00a0139, 2269\u20132283 (2009)","journal-title":"Journal of Statistical Planning and Inference"},{"key":"44_CR2","doi-asserted-by":"publisher","first-page":"942","DOI":"10.1109\/PROC.1985.13223","volume":"73","author":"T. Galkowski","year":"1985","unstructured":"Galkowski, T., Rutkowski, L.: Nonparametric recovery of multivariate functions with applications to system identification. Proceedings of the IEEE\u00a073, 942\u2013943 (1985)","journal-title":"Proceedings of the IEEE"},{"key":"44_CR3","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1109\/TAC.1986.1104399","volume":"AC-31","author":"T. Galkowski","year":"1986","unstructured":"Galkowski, T., Rutkowski, L.: Nonparametric fitting of multivariable functions. IEEE Transactions on Automatic Control\u00a0AC-31, 785\u2013787 (1986)","journal-title":"IEEE Transactions on Automatic Control"},{"issue":"1","key":"44_CR4","first-page":"1","volume":"8","author":"T. Galkowski","year":"1988","unstructured":"Galkowski, T.: Nonparametric estimates of parameters in a model of microbial growth process. AMSE Review\u00a08(1), 1\u201310 (1988)","journal-title":"AMSE Review"},{"key":"44_CR5","unstructured":"Galkowski, T.: On nonparametric fitting of higher order function derivatives by the kernel method - a simulation study. In: Gutierrez, R., Valderrama, M.J. (eds.) Fifth Int. Symp. Applied Stochastic Models and Data Analysis, Granada, Spain, pp. 230\u2013242 (1991)"},{"issue":"1-2","key":"44_CR6","first-page":"85","volume":"3","author":"T. Galkowski","year":"1994","unstructured":"Galkowski, T.: Nonparametric estimation of boundary values of functions. Archives of Control Science\u00a03(1-2), 85\u201393 (1994)","journal-title":"Archives of Control Science"},{"key":"44_CR7","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1007\/978-3-642-38610-7_15","volume-title":"Artificial Intelligence and Soft Computing","author":"T. Ga\u0142kowski","year":"2013","unstructured":"Ga\u0142kowski, T.: Kernel estimation of regression functions in the boundary regions. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2013, Part II. LNCS (LNAI), vol.\u00a07895, pp. 158\u2013166. Springer, Heidelberg (2013)"},{"key":"44_CR8","series-title":"Lecture Notes in Mathematics","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1007\/BFb0098489","volume-title":"Kernel estimation of regression functions","author":"T. Gasser","year":"1979","unstructured":"Gasser, T., Muller, H.G.: Kernel estimation of regression functions. Lecture Notes in Mathematics, vol.\u00a0757, pp. 23\u201368. Springer, Heidelberg (1979)"},{"issue":"3","key":"44_CR9","first-page":"171","volume":"11","author":"T. Gasser","year":"1984","unstructured":"Gasser, T., Muller, H.G.: Estimating Regression Functions and Their Derivatives by the Kernel Method. Scandinavian Journal of Statistics\u00a011(3), 171\u2013185 (1984)","journal-title":"Scandinavian Journal of Statistics"},{"key":"44_CR10","doi-asserted-by":"publisher","first-page":"7407","DOI":"10.1016\/j.eswa.2013.06.077","volume":"40","author":"R. Grbic","year":"2013","unstructured":"Grbic, R., Kurtagic, D., Sli\u0161kovic, D.: Stream water temperature prediction based on Gaussian process regression. Expert Systems with Applications\u00a040, 7407\u20137414 (2013)","journal-title":"Expert Systems with Applications"},{"issue":"4","key":"44_CR11","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1109\/PROC.1981.12002","volume":"69","author":"W. Greblicki","year":"1981","unstructured":"Greblicki, W., Rutkowski, L.: Density-free Bayes risk consistency of nonparametric pattern recognition procedures. Proceedings of the IEEE\u00a069(4), 482\u2013483 (1981)","journal-title":"Proceedings of the IEEE"},{"issue":"2","key":"44_CR12","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1007\/BF02480977","volume":"35","author":"W. Greblicki","year":"1983","unstructured":"Greblicki, W., Rutkowska, D., Rutkowski, L.: An orthogonal series estimate of time-varying regression. Annals of the Institute of Statistical Mathematics\u00a035(2), 215\u2013228 (1983)","journal-title":"Annals of the Institute of Statistical Mathematics"},{"key":"44_CR13","doi-asserted-by":"publisher","first-page":"999","DOI":"10.1016\/j.spl.2008.12.003","volume":"79","author":"M.L. Hazelton","year":"2009","unstructured":"Hazelton, M.L., Marshall, J.C.: Linear boundary kernels for bivariate density estimation. Statistics and Probability Letters\u00a079, 999\u20131003 (2009)","journal-title":"Statistics and Probability Letters"},{"key":"44_CR14","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1007\/978-3-642-29350-4_10","volume-title":"Artificial Intelligence and Soft Computing","author":"M. Jaworski","year":"2012","unstructured":"Jaworski, M., Duda, P., Pietruczuk, L.: On fuzzy clustering of data streams with concept drift. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2012, Part II. LNCS (LNAI), vol.\u00a07268, pp. 82\u201391. Springer, Heidelberg (2012)"},{"key":"44_CR15","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/j.stamet.2005.04.001","volume":"2","author":"R.J. Karunamuni","year":"2005","unstructured":"Karunamuni, R.J., Alberts, T.: On boundary correction in kernel density estimation. Statistical Methodology\u00a02, 191\u2013212 (2005)","journal-title":"Statistical Methodology"},{"key":"44_CR16","doi-asserted-by":"publisher","first-page":"2936","DOI":"10.1016\/j.jspi.2004.12.014","volume":"136","author":"R.J. Karunamuni","year":"2006","unstructured":"Karunamuni, R.J., Alberts, T.: A locally adaptive transformation method of boundary correction in kernel density estimation. Journal of Statistical Planning and Inference\u00a0136, 2936\u20132960 (2006)","journal-title":"Journal of Statistical Planning and Inference"},{"key":"44_CR17","doi-asserted-by":"crossref","unstructured":"Korytkowski, M., Rutkowski, L., Scherer, R.: On combining backpropagation with boosting. In: IEEE International Joint Conference on Neural Network (IJCNN) Proceedings Vancouver, July 16-21, vols.\u00a01-10, pp. 1274\u20131277 (2006)","DOI":"10.1109\/IJCNN.2006.1716249"},{"key":"44_CR18","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1007\/978-3-540-69731-2_26","volume-title":"Artificial Intelligence and Soft Computing \u2013 ICAISC 2008","author":"M. Korytkowski","year":"2008","unstructured":"Korytkowski, M., Rutkowski, L., Scherer, R.: From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2008. LNCS (LNAI), vol.\u00a05097, pp. 265\u2013272. Springer, Heidelberg (2008)"},{"key":"44_CR19","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1016\/S0378-3758(97)00082-7","volume":"66","author":"C. Kyung-Joon","year":"1998","unstructured":"Kyung-Joon, C., Schucany, W.R.: Nonparametric kernel regression estimation near endpoints. Journal of Statistical Planning and Inference\u00a066, 289\u2013304 (1998)","journal-title":"Journal of Statistical Planning and Inference"},{"key":"44_CR20","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/S0167-6105(00)00079-9","volume":"89","author":"L. Landberg","year":"2001","unstructured":"Landberg, L.: Short-term prediction of local wind conditions. Journal of Wind Engineering and Industrial Aerodynamics\u00a089, 235\u2013245 (2001)","journal-title":"Journal of Wind Engineering and Industrial Aerodynamics"},{"key":"44_CR21","doi-asserted-by":"publisher","first-page":"949","DOI":"10.1016\/j.jmva.2009.09.003","volume":"101","author":"J.C. Marshall","year":"2010","unstructured":"Marshall, J.C., Hazelton, M.L.: Boundary kernels for adaptive density estimators on regions with irregular boundaries. Journal of Multivariate Analysis\u00a0101, 949\u2013963 (2010)","journal-title":"Journal of Multivariate Analysis"},{"key":"44_CR22","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1016\/j.trc.2010.10.002","volume":"19","author":"W. Min","year":"2011","unstructured":"Min, W., Wynter, L.: Real-time road traffic prediction with spatio-temporal correlations. Transportation Research Part C\u00a019, 606\u2013616 (2011)","journal-title":"Transportation Research Part C"},{"key":"44_CR23","doi-asserted-by":"publisher","first-page":"1685","DOI":"10.1007\/s00170-013-5065-z","volume":"69","author":"A. Mosallam","year":"2013","unstructured":"Mosallam, A., Medjaher, K., Zerhouni, N.: Nonparametric time series modelling for industrial prognostics and health management. Int. J. Adv. Manuf. Technol.\u00a069, 1685\u20131699 (2013)","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"44_CR24","doi-asserted-by":"publisher","first-page":"521","DOI":"10.1093\/biomet\/78.3.521","volume":"78","author":"H.G. M\u00fcller","year":"1991","unstructured":"M\u00fcller, H.G.: Smooth optimum kernel estimators near endpoints. Biometrika\u00a078, 521\u2013530 (1991)","journal-title":"Biometrika"},{"issue":"1","key":"44_CR25","first-page":"59","volume":"2","author":"S. Prampero Paulo","year":"2012","unstructured":"Prampero Paulo, S., Romis, A.: Magnetic particle swarm optimization. Journal of Artificial Intelligence and Soft Computing Research\u00a02(1), 59\u201372 (2012)","journal-title":"Journal of Artificial Intelligence and Soft Computing Research"},{"issue":"3","key":"44_CR26","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.1214\/aoms\/1177704472","volume":"33","author":"E. Parzen","year":"1962","unstructured":"Parzen, E.: On estimation of a probability density function and mode. Analysis of Mathematical Statistics\u00a033(3), 1065\u20131076 (1962)","journal-title":"Analysis of Mathematical Statistics"},{"key":"44_CR27","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1007\/978-3-642-29347-4_37","volume-title":"Artificial Intelligence and Soft Computing","author":"L. Pietruczuk","year":"2012","unstructured":"Pietruczuk, L., Duda, P., Jaworski, M.: A new fuzzy classifier for data streams. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2012, Part I. LNCS (LNAI), vol.\u00a07267, pp. 318\u2013324. Springer, Heidelberg (2012)"},{"key":"44_CR28","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1007\/978-3-642-38658-9_41","volume-title":"Artificial Intelligence and Soft Computing","author":"L. Pietruczuk","year":"2013","unstructured":"Pietruczuk, L., Duda, P., Jaworski, M.: Adaptation of decision trees for handling concept drift. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2013, Part I. LNCS (LNAI), vol.\u00a07894, pp. 459\u2013473. Springer, Heidelberg (2013)"},{"key":"44_CR29","first-page":"307","volume":"15","author":"J. Pom\u011bnkov\u00e1-Dluh\u00e1","year":"2004","unstructured":"Pom\u011bnkov\u00e1-Dluh\u00e1, J.: Edge Effects of Gasser-M\u00fcller Estimator. Mathematica\u00a015, 307\u2013314 (2004)","journal-title":"Mathematica"},{"issue":"3","key":"44_CR30","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1016\/0167-7152(87)90044-7","volume":"5","author":"E. Rafajlowicz","year":"1987","unstructured":"Rafajlowicz, E.: Nonparametric orthogonal series estimators of regression - A class attaining the optimal convergence in L2. Statistics and Probability Letters\u00a05(3), 219\u2013224 (1987)","journal-title":"Statistics and Probability Letters"},{"issue":"8","key":"44_CR31","doi-asserted-by":"publisher","first-page":"803","DOI":"10.1016\/j.spl.2005.10.014","volume":"76","author":"E. Rafajlowicz","year":"2006","unstructured":"Rafajlowicz, E., Schwabe, R.: Halton and Hammersley sequences in multivariate nonparametric regression. Statistics and Probability Letters\u00a076(8), 803\u2013812 (2006)","journal-title":"Statistics and Probability Letters"},{"issue":"12","key":"44_CR32","first-page":"918","volume":"SMC-10","author":"L. Rutkowski","year":"1980","unstructured":"Rutkowski, L.: Sequential estimates of probability densities by orthogonal series and their application in pattern classification. IEEE Transactions on Systems, Man, and Cybernetics\u00a0SMC-10(12), 918\u2013920 (1980)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"issue":"1","key":"44_CR33","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1109\/TPAMI.1982.4767201","volume":"PAMI-4","author":"L. Rutkowski","year":"1982","unstructured":"Rutkowski, L.: On Bayes risk consistent pattern recognition procedures in a quasi-stationary environment. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a0PAMI-4(1), 84\u201387 (1982)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"44_CR34","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1109\/TAC.1982.1102833","volume":"AC-27","author":"L. Rutkowski","year":"1982","unstructured":"Rutkowski, L.: On-line identification of time-varying systems by nonparametric techniques. IEEE Transactions on Automatic Control\u00a0AC-27, 228\u2013230 (1982)","journal-title":"IEEE Transactions on Automatic Control"},{"key":"44_CR35","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1109\/TAC.1984.1103377","volume":"AC-29","author":"L. Rutkowski","year":"1984","unstructured":"Rutkowski, L.: On nonparametric identification with prediction of time-varying systems. IEEE Transactions on Automatic Control\u00a0AC-29, 58\u201360 (1984)","journal-title":"IEEE Transactions on Automatic Control"},{"key":"44_CR36","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/0167-6911(85)90050-7","volume":"6","author":"L. Rutkowski","year":"1985","unstructured":"Rutkowski, L.: Nonparametric identification of quasi-stationary systems. Systems and Control Letters\u00a06, 33\u201335 (1985)","journal-title":"Systems and Control Letters"},{"key":"44_CR37","doi-asserted-by":"publisher","first-page":"1123","DOI":"10.1080\/00207728508926737","volume":"16","author":"L. Rutkowski","year":"1985","unstructured":"Rutkowski, L.: The real-time identification of time-varying systems by non-parametric algorithms based on Parzen kernels. International Journal of Systems Science\u00a016, 1123\u20131130 (1985)","journal-title":"International Journal of Systems Science"},{"key":"44_CR38","doi-asserted-by":"publisher","first-page":"812","DOI":"10.1109\/TCS.1986.1086001","volume":"CAS-33","author":"L. Rutkowski","year":"1986","unstructured":"Rutkowski, L.: A general approach for nonparametric fitting of functions and their derivatives with applications to linear circuits identification. IEEE Transactions Circuits Systems\u00a0CAS-33, 812\u2013818 (1986)","journal-title":"IEEE Transactions Circuits Systems"},{"key":"44_CR39","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1016\/0167-8655(88)90027-X","volume":"8","author":"L. Rutkowski","year":"1988","unstructured":"Rutkowski, L.: Sequential pattern recognition procedures derived from multiple Fourier series. Pattern Recognition Letters\u00a08, 213\u2013216 (1988)","journal-title":"Pattern Recognition Letters"},{"issue":"10","key":"44_CR40","doi-asserted-by":"publisher","first-page":"1993","DOI":"10.1080\/00207728908910279","volume":"20","author":"L. Rutkowski","year":"1989","unstructured":"Rutkowski, L.: An application of multiple Fourier series to identification of multivariable nonstationary systems. International Journal of Systems Science\u00a020(10), 1993\u20132002 (1989)","journal-title":"International Journal of Systems Science"},{"issue":"2","key":"44_CR41","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/0165-1684(89)90045-5","volume":"18","author":"L. Rutkowski","year":"1989","unstructured":"Rutkowski, L.: Non-parametric learning algorithms in the time-varying environments. Signal Processing\u00a018(2), 129\u2013137 (1989)","journal-title":"Signal Processing"},{"issue":"10","key":"44_CR42","doi-asserted-by":"publisher","first-page":"1089","DOI":"10.1109\/9.35283","volume":"AC-34","author":"L. Rutkowski","year":"1989","unstructured":"Rutkowski, L., Rafajlowicz, E.: On optimal global rate of convergence of some nonparametric identification procedures. IEEE Transaction on Automatic Control\u00a0AC-34(10), 1089\u20131091 (1989)","journal-title":"IEEE Transaction on Automatic Control"},{"key":"44_CR43","doi-asserted-by":"publisher","first-page":"214","DOI":"10.1109\/18.61144","volume":"IT-37","author":"L. Rutkowski","year":"1991","unstructured":"Rutkowski, L.: Identification of MISO nonlinear regressions in the presence of a wide class of disturbances. IEEE Transactions on Information Theory\u00a0IT-37, 214\u2013216 (1991)","journal-title":"IEEE Transactions on Information Theory"},{"issue":"10","key":"44_CR44","doi-asserted-by":"publisher","first-page":"3062","DOI":"10.1109\/78.277809","volume":"41","author":"L. Rutkowski","year":"1993","unstructured":"Rutkowski, L.: Multiple Fourier series procedures for extraction of nonlinear regressions from noisy data. IEEE Transactions on Signal Processing\u00a041(10), 3062\u20133065 (1993)","journal-title":"IEEE Transactions on Signal Processing"},{"key":"44_CR45","doi-asserted-by":"publisher","first-page":"811","DOI":"10.1109\/TNN.2004.828757","volume":"15","author":"L. Rutkowski","year":"2004","unstructured":"Rutkowski, L.: Adaptive probabilistic neural-networks for pattern classification in time-varying environment. IEEE Trans. Neural Networks\u00a015, 811\u2013827 (2004)","journal-title":"IEEE Trans. Neural Networks"},{"key":"44_CR46","doi-asserted-by":"publisher","first-page":"576","DOI":"10.1109\/TNN.2004.826127","volume":"15","author":"L. Rutkowski","year":"2004","unstructured":"Rutkowski, L.: Generalized regression neural networks in time-varying environment. IEEE Trans. Neural Networks\u00a015, 576\u2013596 (2004)","journal-title":"IEEE Trans. Neural Networks"},{"key":"44_CR47","doi-asserted-by":"publisher","first-page":"1238","DOI":"10.1109\/TIE.2011.2161652","volume":"59","author":"L. Rutkowski","year":"2012","unstructured":"Rutkowski, L., Przybyl, A., Cpalka, K.: Novel on-line speed profile generation for industrial machine tool based on flexible neuro-fuzzy approximation. IEEE Transactions on Industrial Electronics\u00a059, 1238\u20131247 (2012)","journal-title":"IEEE Transactions on Industrial Electronics"},{"issue":"6","key":"44_CR48","doi-asserted-by":"publisher","first-page":"1272","DOI":"10.1109\/TKDE.2012.66","volume":"25","author":"L. Rutkowski","year":"2013","unstructured":"Rutkowski, L., Pietruczuk, L., Duda, P., Jaworski, M.: Decision trees for mining data streams based on the McDiarmid\u2019s bound. IEEE Transactions on Knowledge and Data Engineering\u00a025(6), 1272\u20131279 (2013)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"1","key":"44_CR49","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1109\/TKDE.2013.34","volume":"26","author":"L. Rutkowski","year":"2014","unstructured":"Rutkowski, L., Jaworski, M., Pietruczuk, L., Duda, P.: Decision trees for mining data streams based on the gaussian approximation. IEEE Transactions on Knowledge and Data Engineering\u00a026(1), 108\u2013119 (2014)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"44_CR50","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ins.2013.12.060","volume":"266","author":"L. Rutkowski","year":"2014","unstructured":"Rutkowski, L., Jaworski, M., Pietruczuk, L., Duda, P.: The CART decision tree for mining data streams. Information Sciences\u00a0266, 1\u201315 (2014)","journal-title":"Information Sciences"},{"key":"44_CR51","doi-asserted-by":"crossref","unstructured":"Starczewski, J., Rutkowski, L.: Interval type 2 neuro-fuzzy systems based on interval consequents. In: Rutkowski, L., Kacprzyk, J. (eds.) Neural Networks and Soft Computing, pp. 570\u2013577. Physica-Verlag, Springer-Verlag Company, Heidelberg, New York (2003)","DOI":"10.1007\/978-3-7908-1902-1_87"},{"key":"44_CR52","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1007\/3-540-48086-2_70","volume-title":"Parallel Processing and Applied Mathematics","author":"J.T. Starczewski","year":"2002","unstructured":"Starczewski, J.T., Rutkowski, L.: Connectionist Structures of Type 2 Fuzzy Inference Systems. In: Wyrzykowski, R., Dongarra, J., Paprzycki, M., Wa\u015bniewski, J. (eds.) PPAM 2001. LNCS, vol.\u00a02328, pp. 634\u2013642. Springer, Heidelberg (2002)"},{"key":"44_CR53","doi-asserted-by":"publisher","first-page":"1123","DOI":"10.1080\/03610928508828965","volume":"14","author":"E.F. Schuster","year":"1985","unstructured":"Schuster, E.F.: Incorporating Support Constraints Into Nonparametric Estimators of Densities. Communications in Statistics, Part A - Theory and Methods\u00a014, 1123\u20131136 (1985)","journal-title":"Communications in Statistics, Part A - Theory and Methods"},{"key":"44_CR54","unstructured":"Strang, G.: Calculus. MIT book, Wellesley-Cambridge Press (1991)"},{"issue":"1","key":"44_CR55","first-page":"43","volume":"1","author":"T. Vu Nam","year":"2011","unstructured":"Vu Nam, T., Brdys Mietek, A.: Optimizing control by robustly feasible model predictive control and application to drinking water distribution systems. Journal of Artificial Intelligence and Soft Computing Research\u00a01(1), 43\u201357 (2011)","journal-title":"Journal of Artificial Intelligence and Soft Computing Research"},{"key":"44_CR56","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.ijepes.2012.01.004","volume":"39","author":"J.M. Vilar","year":"2012","unstructured":"Vilar, J.M., Cao, R., Aneiros, G.: Forecasting next-day electricity demand and price using nonparametric functional methods. Electrical Power and Energy Systems\u00a039, 48\u201355 (2012)","journal-title":"Electrical Power and Energy Systems"},{"key":"44_CR57","doi-asserted-by":"publisher","first-page":"362","DOI":"10.1016\/j.ijepes.2012.09.007","volume":"45","author":"J. Zhang","year":"2013","unstructured":"Zhang, J., Tan, Z.: Day-ahead electricity price forecasting using WT, CLSSVM and EGARCH model. Electrical Power and Energy Systems\u00a045, 362\u2013368 (2013)","journal-title":"Electrical Power and Energy Systems"},{"key":"44_CR58","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1016\/S0378-3758(97)00187-0","volume":"70","author":"S. Zhang","year":"1998","unstructured":"Zhang, S., Karunamuni, R.J.: On kernel density estimation near endpoints. Journal of Statistical Planning and Inference\u00a070, 301\u2013316 (1998)","journal-title":"Journal of Statistical Planning and Inference"},{"key":"44_CR59","doi-asserted-by":"publisher","first-page":"2269","DOI":"10.1016\/j.jspi.2008.10.021","volume":"139","author":"S. Zhang","year":"2009","unstructured":"Zhang, S., Karunamuni, R.J.: Deconvolution boundary kernel method in nonparametric density estimation. Journal of Statistical Planning and Inference\u00a0139, 2269\u20132283 (2009)","journal-title":"Journal of Statistical Planning and Inference"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence and Soft Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-07173-2_44","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T00:34:44Z","timestamp":1746232484000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-07173-2_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319071725","9783319071732"],"references-count":59,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-07173-2_44","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}